Business and Consulting Skills for Emerging Leaders [BCSEL] - 2025 Edition | Dr Kamran Mirza | Skillshare
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Business and Consulting Skills for Emerging Leaders [BCSEL] - 2025 Edition

teacher avatar Dr Kamran Mirza, Strategy Consultant | Medical Doctor

Watch this class and thousands more

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Taught by industry leaders & working professionals
Topics include illustration, design, photography, and more

Watch this class and thousands more

Get unlimited access to every class
Taught by industry leaders & working professionals
Topics include illustration, design, photography, and more

Lessons in This Class

    • 1.

      0. Course Introduction (2025)

      3:39

    • 2.

      1. The Elevator Pitch

      17:21

    • 3.

      2. Networking Essentials

      22:17

    • 4.

      3. Communicating with Confidence

      26:55

    • 5.

      4. Engaging Presentations

      34:25

    • 6.

      5. The Key Principles of Leadership

      33:30

    • 7.

      6. Introduction to Financial Analysis

      33:55

    • 8.

      7. Introduction to Economics (Part 1)

      14:36

    • 9.

      7. Introduction to Economics (Part 2)

      13:42

    • 10.

      7. Introduction to Economics (Part 3)

      15:53

    • 11.

      8. Data visualisation (Part 1)

      30:01

    • 12.

      8. Data visualisation (Part 2)

      22:56

    • 13.

      9. Problem Structuring & Frameworks (Part 1)

      31:25

    • 14.

      9. Problem Structuring & Frameworks (Part 2)

      4:58

    • 15.

      10. Key Takeaways from the 2025 BCSEL Course

      5:35

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About This Class

Welcome to the 2025 Refresh of the BCSEL Course! 

I’m so excited to have you here! This course is designed to equip you with practical tools and actionable strategies to help you grow as a professional and a leader. Whether you’re here to enhance your skills, tackle new challenges, or take the next step in your career, you’re in the right place.

Here are a few practical tips to make the most of your learning experience:

  • Course Structure: The course consists of 9 chapters, each with clear objectives and takeaways. With the practice exercises I’ve set out, it should take you about 9–10 hours to complete.
  • Submissions: If the course asks you to submit any work, please email it to me at kamran.mirza@doctors.org.uk
  • Video Quality: All videos are shot in High resolution 1080p with professional audio. If playback quality varies, please adjust the playback settings based on your internet speed.
  • Subtitles: English subtitles are available for all videos. Simply select the “closed captions” option during playback. Additional languages can be added based on demand.
  • Support: If you have any questions or need clarifications, don’t hesitate to reach out to me. I’ll do my best to get back to you as quickly as possible.

I can’t wait to see how you progress and grow through this course. Let’s get started and make this a transformative and rewarding journey for you!

Here’s to your success! 

Dr Kamran

Meet Your Teacher

Teacher Profile Image

Dr Kamran Mirza

Strategy Consultant | Medical Doctor

Teacher

Hi, I'm Dr. Kamran Mirza--a Doctor turned Strategy Consultant with over 15 years of experience leading transformative projects across healthcare and business. Originally from the UK and now based in the UAE, I've worked in dynamic environments ranging from hospital wards to corporate boardrooms.

My passion lies in helping professionals elevate their leadership, communication, and problem-solving skills to thrive in today's competitive landscape. As Chief of Staff for a global healthcare company, I've seen firsthand how these skills drive success and unlock opportunities.

Through my online course, Business and Consulting Skills for Emerging Leaders (BCSEL), I'm excited to share actionable strategies an... See full profile

Level: Intermediate

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Transcripts

1. 0. Course Introduction (2025): Good morning, everyone. Thank you so much for joining us for business and consulting skills for emerging leaders. For those of you that don't know, this is a digital version of a face to face course that I run that's been run in a couple of countries around the world. Usually, we've run this course as a two or three day face to face workshop. But due to popular demand, I've tried to create this digital version for you, so no matter where you are in the world, you can go at your own pace and learn with us. So let's get straight into it. My name is doctor Cameron Mirza. Thank you so much for purchasing this course and for joining us on this learning journey. I'm a medical doctor by background. I've had the great pleasure of working for many years in the NHS in the UK. I then changed careers and joined Strategy and a strategy consulting company. I then spent some time in Saudi Arabia with the Ministry of Health and also with M 42 in Abu Dhabi. During my time, I've had the great pleasure of working with a number of different organizations, pharma companies, local government, retail, in order to try and solve some of their biggest challenges. So what are we doing here today? Well, this is, as I said, a digital version of my face to face course. It's probably going to take us around 6 hours or so looking to build the foundational tools for business and consulting success. What's? What are you here for? It's aimed at future leaders looking to level up. And most of these skills, in my opinion, are never officially taught, but they're essential to success in the modern workplace. After this course, I hope you're going to be confident and well equipped for the next stage of your journey, and it's going to be a never ending development journey. You're going to go back to work with a broader understanding across a range of topics and the ability to identify future learning needs and hopefully identify your strengths and weaknesses. So what is the agenda for this course? Well, we're going to be touching upon personal branding, communications, presentations, leadership, as well as problem solving, data visualization, and some key essentials in finance and economics. I've tried to create this in a way that each section has clear objectives, content that hopefully is going to be delivered succinctly with the ability for you to practice, and I'm going to invite you guys to send me your practice, whether it's a video, whether it's a written submission. I would love to read it to see how you're getting on and to give you feedback on that. At the end of each chapter, I've also prepared a checklist of five key takeaways that are sort of the key messages for that chapter, and I've also colleted that into a digital handbook that we'll be sharing at the end of the course. So the nine key areas that we're going to be addressing during this program, how can I make an unforgettable first impression? How can I be a master communicator? How can I make amazing presentations? How can I grow my network with confidence? How can I be a skilled problem solver? How can I be the leader that everyone wishes they had? How can I turn boring data into engaging visuals? I'm not an accountant. What do I need to know about financial analysis, and I didn't study economics. What do I need to know about macro and microeconomics? A whole range of topics that hopefully should really solidify your foundations. 2. 1. The Elevator Pitch: So I want you to pause for 1 second. This is perhaps one of the most key things that I would like for you to take away today. I want you to pause the video and take out your phone and take a selfie video. 30 seconds, I would love you to introduce yourself. Imagine that you are in a professional setting, in a social setting, at a networking event, and I would just want you to try and introduce yourself in 30 seconds. It doesn't matter how it is, how it looks, try your best, take your phone out, record for 30 seconds, and please send it to me. I would love to see your video. I'm going to give you 30 seconds to do that now. Great. So how tall you have done that. I want you to watch this mind. You're here. Six foot Four guys. Then I might add something else to this. Six foot four? Black. Six foot four Black. Well dressed. But you're a pilot, right? Yes, sir. Okay, so let's start with this. So you're a pilot. How long have you been a pilot? Ten years, huh? A decade. Never say ten years. Always a decade. It sounds different. It has more gravitas. How many hours have you flown? About 5,600. Close close to 6,000 hours. Close on 6,000 hours. When I open a conversation, if I'm this is my opening intro. Hi, my name is Amandi. I'm a pilot, close on a decade of experience. I've got over 6,000 hours in the air and I'd like to talk to you guys a bit about my new startup that's in logistics. H I got your attention, Agan? So, what did you guys think of that video? I think it shows the importance of a really crisp, clear, and well thought out introduction. When you are making an introduction, you've really only got about seven to 12 seconds of that first impression where people will make a decision. Do I want to speak to this person, or am I going to slowly slide to fade out? In addition to that, you've really probably only got 30 seconds to make your introduction. Anything longer starts to waffle. And really, you need to shine a light on yourself. It needs to be a really memorable and interesting introduction so that people think, I really enjoyed speaking to this person. I loved hearing about them, and I want to know more later. This is called the elevator pitch. It's an opportunity for you to shine a light on yourself, and it's an opportunity for you to speak about your journey and your story. So Chapter one, the elevator pitch. The objectives for this session. You're going to understand the importance of a great elevator pitch. You will know the verbal and nonverbal components of making a great first impression. You're going to practice your personal introduction. At the end of this chapter, you're going to do another 32nd selfie video, and you're going to be comparing what's changed, what went well, what didn't go so well, and what are your opportunities to improve. By the way, I'd love to see those videos. So what is the three step process to a great elevator pitch? Well, first of all, tell me what you do. Simple. Keep it concise, keep it clear and keep it interesting. Now, here comes a little bit of magic. What's your secret source? What makes you unique? What do you stand for? What are you passionate about? What values do you believe in? Are you in a field where there is an area of specialism? And then tell me a story. Everybody loves hearing a story. Bring your journey to life. What did you have to overcome? What challenges did you face? Make it memorable and make it fun. Have different versions. You're not always going to be in a position where your introduction needs to be the same. So this is not a script that you're learning off by heart and you're going to be doing every single time. You should have a little bit of flexibility that in a social setting, and an interview, in a professional setting, maybe in different scenarios, you should be able to flex your personal introduction, your elevator pitch and have different versions. It is a formula like we discussed. Then what you need to do is practice, practice, practice. You will just become slicker and smoother and better at making this introduction. I will evolve. That's what I'm trying to show you here that by having different versions, different scenarios, maybe the team who you're presenting to knows you already. Maybe it's a room full of brand new people. This is going to evolve with time. Be fun, be engaging. It's not about being prescriptive or serious necessarily. Maybe the scenario might allow for that, but really you should try and be fun, engaging, be vulnerable and be relatable. That's what people are drawn to. Make sure your story has an aha moment. The idea isn't that you just tell a story that is boring. There should be a reason for you sharing that story that links it back to why you're here, why you're presenting, or maybe who you are and what you stand for. So how else to make a good impression? Well, bear a few things in mind. You have one chance at a first impression. You can't make a first impression a second time. You have one chance. And really, you need to make that count. Think about experiences in your life. You may have come across different people, and if they made a good impression, that sticks. And if they made a bad impression, that also sticks, and that's unfortunate. It takes far longer to turn around a bad impression than it does to turn around a good impression. And as I said again, you need to be genuine and you need to be committed. And when that shines through, people will think more positively of you, and that first impression will really stick out. Hey, everyone. My name's Cathy. I'm from Beijing. I was born in China and I moved around quite a bit. In the past few years, I live in France, Colorado, California, and Chicago. I work in marketing for FMCG company. In my spare time, I love doing yoga. I love going on hikes. I'm very excited to be here, and I look forward to meeting everyone in person. So what did you guys think of Cathy's introduction? She was warm, she was friendly. She spoke about herself from a professional standpoint, some of the traveling she's done, some of her social interests. But then she brought it back to the group and said, I'm looking forward to meeting everyone. I'm excited to be here. So she brought good energy. She spoke clearly. She made good eye contact. But also, she was quite short, right? It wasn't a long drawn out, boring introduction. She kept it quite short. And the idea isn't to give away everything. The idea is just to give enough to make people think that, Hey, this is an interesting person and I want to learn more about them or I want to listen more about what they have to say. So as we mentioned in the introduction, making a great first impression has verbal and non verbal components. From a non verbal standpoint, as much as it might seem unfair, the way you look is also the way you're judged. So dress well. Dress appropriately. If it's a business setting, you need to wear business attire. If it's a cultural setting, you may need to wear something cultural. If it's a social gathering, you'll wear something social. But whatever it is, take pride in your appearance, be clean and dress well. Body language matters. If you are hunched over, not making eye contact, maybe that's not going to come across as confident and open. But if you're using hand gestures, you're sitting comfortably, you're not sitting too close or too far away from people, that really contributes to a feeling of openness and people can feel that they can talk to you and that helps in making that good first impression. Eye contact and smiling. Making appropriate eye contact is so important and smiling shows that you are interested and engaged and open to this conversation. Greeting and handshake. So if it's culturally appropriate, have a strong, firm handshake. Show that you are confident, show that you're professional. These will all contribute to people subconscious about the first impression that you've made. So those of you who watch Netflix may have seen a TV show called Madman. This is a character from the show. His name is Don Draper. I want you to pause the video here for 1 second, and I want you to take a look at this picture. In the context of what we've just discussed, dress, body language, eye contact, what do you think about this picture? I want you to pause the video and take a minute. Let's go back and look at those characteristics, dress, body language, and the eye contact. I like this picture very much because I think it says more than just a picture. I think he's very well dressed. He's wearing a crisp suit. He's got cuff links, he's got a pocket square, nice crisp white shirt, very clean. From a personal standpoint, he's clean shaven. His hair is made. And he looks the part. He's smoking the cigarette indoors. Certainly, maybe back in those days they would do that, but now it's a sign of confidence. He's got a very open body posture, legs crossed, arms out wide, look at his facial expression as well. His eyes are locked in. He's not smiling, he's not growling, he means business. Would you want to go into business with this person maybe? I know you're making a snap judgment here, but this is what first impressions are made of. You look at this person and you think he's professional, he's smart, and it's going to be a productive engagement with. So we spoke about the non verbal side. What about the verbal side? Well, look, choose your words and topics carefully. My dad always used to say there are certain topics it's best not to bring to a social conversation, religion, politics, money, that kind of stuff. Use your own better judgment. But the first ten to 20 words that you use in any introduction or any social interaction is going to direct the flow of the conversation. Either people are going to be engaged or they're going to withdraw and look for something else. You're at a networking event, you really only have that first 10 seconds to make that first impression and to see whether people want to stay or leave. So choose your words and your topics carefully. Be a storyteller. Everybody loves a story. Everybody loves an anecdote. Tell them about a problem you solved, a challenge you're facing. Everybody loves a story, and it really helps to bring your message and your story and your journey come to life. And also don't just talk, talk, talk, be an expert listener. Now, what does that mean? It means be active in your listening, replay to people what they've been saying to you, maybe say it in a different way, draw a parallel between what you've experienced and what they're experiencing. Being an expert listener shows respect and it's also a very important part of communicating. What about some of the other components to bear in mind? First of all, like Cathy, bring good energy. It's no use you just sitting in a corner. You're supposed to be making a strong first impression. Maybe you're presenting to a room full of people, to some colleagues, you're meeting some friends. If you bring low energy in your voice, in your physical behavior, that's what you're going to be projecting. Bring positive good energy. Respect is so important, particularly nowadays when we're living in multicultural environments, respecting people's beliefs, cultures, dress codes is going to be so important that needs to come across in the way you communicate as well. Having good manners. Think about young children. You want to teach them, please and thank you. You want to teach them not to speak over other people. You want to teach them other good manners. That projects onto us as adults, as well, of course. And in any social interaction, in any social setting, it's important for us to always maintain good manners and be respectful. Also, it's important to open minded. Now, what does that mean? Being open minded is to say, look, I might have a set of opinions, but I'm very open to hearing your opinion. I'm very open to having my opinion changed. And, maybe I won't change my opinion, but I'm willing to listen. It doesn't mean I necessarily agree with what you're saying, but there's an opportunity for me to listen and learn something. So being open minded comes across very well as well. Having a positive outlook. So it's very easy for us, I think, to bond over negative experiences. Did you see the traffic? Did you see the weather? Why did the meeting start late, huh? How bad is the coffee? These are very easy things for you to bond over negative experiences. But try and avoid that. Try and bond over positive experiences because that's what people will remember you for. Try and think about ways to bring positivity in the conversation and that's the memory that what people have of you. Humility and not arrogance. Nobody likes someone who's arrogant. I'm very good at this. I achieve this. My salary is this. It doesn't come across very well, particularly when you are trying to make a really good first impression. So being humble, being confident, sure, if you have some great achievements that you wanted to share, by all means share those achievements, and by all means, do so, you know, confidently. But remember, there's a fine balance between confidence and arrogance, and you have to keep that in mind. And lastly, timing is critical as well. If someone is on their way to the bathroom, if they have another meeting to rush to, if they're walking from place A to place B, maybe the timing of that conversation isn't quite right. So think very carefully about the situation you're in and what type of conversation that you're having. If you try to introduce yourself in a long winded way to someone who's in a lift, you probably won't have the opportunity to finish that and it probably gives a rushed impression. And that's why it's called an elevator pitch. So as promised, I want you guys to practice, practice and practice and practice, and so you can improve. So how are you going to practice in this chapter? Well, I want you to go away and write T ten, take 15 minutes, take a piece of paper. I want you to write using bullet points, a fantastic elevator pitch. I want you to think about different scenarios you might find yourself in in the social setting, in the professional setting, with family, with friends, with colleagues you know, with new colleagues. Think about the different scenarios that you might find yourself in. And where you may be chosen to introduce yourself. They may say, Hey, Steve, some of us know you, some of us don't. Please, can you introduce yourself at the start of a Zoom call in a face to face meeting, for example. That is your opportunity to shine. That's your opportunity to put into practice everything that we've spoken about in this chapter. So I would love for you to take ten, 15 minutes, write down on a piece of paper, your pitch, and then refine it and refine it and refine it. And once you're happy, I want you to read it and practice it and then record a 32nd video just like the one you did at the start of the chapter. And then I want you to contrast and compare what is good, what is not good, what can be improved. I want you to pat yourself in the back for making a conscious effort to try and improve. Your first 32nd video probably was unplanned. And now, the fact that you've taken the time to write this script out and to practice it, to rehearse it, to look in the mirror, and to repeat it and to get fluent in what went well, what didn't go so well, I'd love for you to reflect that. And in addition to that, I would love for you to please send me your two videos so I can see the difference and send me your reflections. I would love to share in that success that improvement, but also share my feedback as well. Look forward to hearing from. Top five takeaways from this chapter. Number one, a great introduction makes you memorable. Number two, everybody loves a story. Storytelling is a great way to be memorable. Number three, your non verbal choices are equally as important as what you do say. Number four, attention spans are short. You've got about 10 seconds to grip them in, and you have about 30 seconds maximum to introduce yourself, tell a quick story, and have an aha moment at the end. And lastly, being genuine, relatable, and fun are great ways to be remembered. Good luck, guys. 3. 2. Networking Essentials: Welcome back, guys. I hope you enjoyed that first chapter. Let's move on to something that I absolutely love, which is networking. Networking is so important. Broadening your network, meeting new people, and seeking out those opportunities is one of the keys to success in the modern workplace. Let's dive right into it. What are the objectives for this session? Well, number one, you'll learn why it's important to network. Number two, you'll learn the key pillars to creating a great personal brand, which is going to strengthen your ability to network. You'll learn how to handle individual encounters to maximize the opportunity, and you'll practice your newfound skills. So create a great personal brand and be an amazing colleague. Why? Why are we doing this? Well, creating a great personal brand, being a great colleague is only going to enhance your reputation and improve your credibility, and that is what opens doors and brings opportunities. Generate income. So maybe you have an idea. Maybe you have a business, maybe you're looking to monetize your skills. Generating income can only be done by working with the right people and convincing them that you're the right person to work with or that your product or service is the right for them. Maybe you have a social media following, Instagram, Tik Tok, et cetera, and you want to grow your online presence. Having a really strong personal brand can only help you in that scenario. Generally, improving your personal brand, maybe you have a set of values. Maybe you have a particular business that you're trying to grow. Maybe you want to share your viewpoint. This will all contribute to your personal brand. Of course, job opportunities externally, promotions internally. If people think well of you, if you have networked, if you have knocked on the right doors, then the opportunities should be there for your taking. So how do we do this? Well, first of all, it doesn't happen overnight. You have to be patient. This is a very specific. It requires effort. It requires planning and a very, very deliberate approach. You can't just click a button and you have your promotion or you have your salary or you have your opportunity. You need to have very specific goals. And in addition to that, in the process of creating your personal brand, please show your passion. What is it that you stand for? What are your values? What do you care about? What do you do on the weekends that drives you? Show your passion, wear your heart on the sleeve. Trust. Trust for me is the single most important ingredient in any business relationship. For me, trust is a simple mathematical formula. Consistency multiplied by time. If you do a great piece of work for me, you've done a great piece of work. You do it two times, maybe three times, you're doing a good piece of work. But if you do a great piece of work every week for a whole year, now you have my trust. Trust is really simple. Consistency over time. Be organized. People love working with people who are organized, well structured on time. If you are well organized and you are in control of your situations, people will love to work with. Be nice. This is so easy and so commonly overlooked. Being nice in the workplace doesn't cost you anything. Be friendly, be approachable, be kind, be polite. These things all contribute to such a great personal brand and makes a great impression of yourself that people will want to spend time with you, will want to work with you, and as a result, will consider you for opportunities. Make an effort. Nobody ever got anywhere in life just by sitting on the couch at home. You have to make an effort to meet people, to put your best foot forward and to use these kind of skills that we're presenting here. And of course, be genuine. It's not about being fake. It's not about putting a false impression forward, be yourself, be genuine, and allow that genuine energy to open doors for you. I want you to take a look at this picture. This illustrates the six handshake rule, also known as the six degrees of separation. What this means is that between you and any other person on this planet, of which there's billions, you're only six handshakes away from that person. If I wanted to meet Christiano Ronaldo, I know someone who knows someone, who knows someone, who knows someone, and through six connections, I'm connected to Christiano Ronaldo, for example, it doesn't matter who it is, Kim Kardashian Donald Trump, whoever it is that you want to be connected to, the law of six degrees of separation means that you are absolutely closer than you think. If you want to work for a particular business, if you want to connect with a particular individual, it's a lot easier than you think. And networking is more powerful and easier than you think to try and achieve that connection. So as I said, it's very important to identify your objectives. There's many reasons why you'd want to do some networking, why do you want to connect and grow your network. If you're clear about what your objectives are, it makes your formula a lot easier. For example, I want to develop this relationship. I already know someone, but I want to develop it deeper. Maybe this is a client of mine. Maybe this is a friend that I want to become closer to. You can use this on a social perspective and also from a professional perspective. I want to develop this relationship further. I want to share my idea of best practice. Maybe I have a business idea. Maybe I'm in the workplace and I think things can be done a little bit differently. I want to share this idea or best practice, and I need to negotiate myself in a position that I can do that. I want to hear your thoughts. So maybe, I don't necessarily have something to say, but I want to hear your thoughts, and I want your opinion on a particular topic. I want to explore new job opportunities. There's lots of people who are out in the market looking for job opportunities, clicking on LinkedIn, apply for job, apply for job. That's one way to do it, but there's a more powerful way, a much more organic way. And by networking and meeting people and building deep relationships, those job opportunities, I guarantee you will come. I want support or advice. Maybe you have a particular dilemma that you're facing. Maybe there's a challenge at work, and you want support or advice to try and tackle. Maybe it's not about them, maybe it's about you. You just want to build your confidence. It's quite difficult networking. It's not for everyone, particularly if you're a little bit more introverted. It's not easy to approach new people, build the confidence, to talk about yourself, talk about your idea, particularly in a room full of strangers. Maybe your objectives for networking is to try and build that confidence. Irrespective, it's really important for you to have clear objectives before you go into any networking situation so that you're clear about what you're here to achieve and how you can achieve. I want you to take a look at this. This is one of my favorite quotes. It means far more than just the words on the page. Your network is your net worth. If you have a fantastic idea, it's not going to be any good stuck in your head, and it's not going to be any good if you sit in a corner and work on it simply by yourself. Your network really is your net worth. Sometimes certain professions demand that you have a skill set. Maybe you're a doctor or a lawyer or an engineer. But in many corporate environments, it's not just what you know, it's who you know, and the relationships that you build will allow you to open up those opportunities. What are some of the general principles about networking and building that network? First of all, be generous. It's not about take, take take. You should be giving before you're receiving. Number two, please step outside of your comfort zone. If you stay within your comfort zone, you will be comfortable, but you will not grow. Step outside your comfort zone, push yourself to situations that would ordinarily be uncomfortable. Networking events, messaging someone on LinkedIn, knocking on the door of someone in the office that you haven't spoken to before. Connect the dots. This is one of my favorite principles of networking. Sometimes networking isn't about the singular interaction where I ask for something and you ask for something, and we have an interaction. Sometimes it's taking a step back and asking yourself, what are people talking about? What are the trends that I'm seeing? What are businesses investing in? If I have a particular sector that I'm allowed to, education, medicine, healthcare, AI, digital, what are the trends in this sector? And also, how would a conversation with person A and person B? Can I connect the two of them together? I don't have anything to gain from this, but maybe you're a teacher, you're a teacher. I think you guys should connect together. You're an engineer, you're an engineer. You guys should connect together. And so being a connector, being an aggregator is very, very powerful as well. Sometimes be useless. Networking isn't all about take, take, take, squeezing every drop of the lemon. Sometimes you'll come across as I did a few weeks ago, in a position where you're speaking to someone and you're in completely different industries in different regions, in different phases of your career and actually just enjoy the interaction. It's not always about what can I do for you? What can you do for me? It's great when you can. Be generous, of course, but sometimes it's okay just to have a nice conversation and be useless because at the end of the day, it's a numbers game. It is about quality, absolutely, but it's also about trying to meet lots of new people and grow your network. Be patient. You can't plant a seed today and expect a tree tomorrow. You have to be patient. Sometimes the relationship that you grow today will only bear fruit in five years time. Similarly, in terms of being generous, maybe you can't help someone today, but maybe in five years time, you're going to be able to help them. And of course, don't focus only on the new. You have an existing network. Maybe you need to focus on building deeper relationships with your existing network than necessarily growing to a new network. Let's take the example of a social media account. Let's say you have 10,000 followers. It would be nice for you to grow that to 20,000, 30,000 followers. That would be great. But also there's logic in saying, maybe I need to engage my 10,000 followers better. If they're paying customers, maybe I need to engage them better and to try and provide more value to them. That would be more beneficial to me than necessarily growing to 20 and 30, quality over quantity. Please do grow your networks, but don't just focus on the new. It's worth also developing relationships that are deeper with your existing network. Through practice and practice and practice, practice makes what? Absolutely not. Dismantle that belief system. Practice makes improvement. You can always better your best. You can always go beyond anything that you have ever done. You never hit a state of perfection. So what do we learn from that? Practice absolutely gets you better and better and better. Going out there, putting yourself out in uncomfortable social situations can only be beneficial to you. Having lots of conversation is going to be beneficial to you. But also remember, there's no such thing as perfect. You can improve, but there's no such thing as perfect in this situation. So what about individual encounters? Let's say you're at a networking event or you're in a business meeting and you have an opportunity to introduce yourself. Well, first of all, you're obviously going to go back to Chapter one and you're going to practice your elevator pitch. But in addition to that, take the first step. Be confident, be bold, be open. Go and shake someone's hand and say, Hey, good morning. I noticed that we were in the same meeting. I wanted to come and say, Hi. How are you doing today? How did you find this meeting? Take that first step and break down that barrier. Secondly, ask about them. People love to talk about themselves. So that's a great icebreaker. Tell me about yourself. What brings you to this conference? What brings you to this meeting? How long are you in town for? Ask them about them. People love to talk about themselves. Of course, active listening is very important. It's not simply about asking the question and then forgetting about the response. Replay back to them, make connections between what they're saying and what your experiences might be. Be empathetic. Maybe they're talking about something that they're passionate about. Maybe they're talking about something sad, something happy, show empathy, be genuine in that interaction. Be curious. It's so important. And it's so important in today's day and age to be in a constant state of learning. That's why you're here on this course because you want to improve yourself, to develop yourself, and you clearly are someone who wants to learn and develop. Curiosity is a way forward for that. When you meet new people, itsn't just about telling them what you're about, what you want to sell, what your story is, be curious about them. Ask them about them. But maybe they've told you about their product or service. Maybe they've told you something that's piqued your interest. Be curious, ask questions. It will make you look like you're a very switched on and active listener, and it could lead to something. And of course, like I keep saying, it's not about being fake. Be yourself, be genuine, be your authentic self, and let that personality shine through. What else? Number one, practice your elevator pitch. You literally will go into every situation. In any networking event, any situation, people will say, Can you introduce yourself? You may go around a room in a Zoom call or a physical room, or when you meet someone you have the opportunity to introduce yourself. Practice your elevator pitch. Remember to evolve that based on the situation. Tell stories, like we said in Chapter one, be a storyteller, bring your experiences to life. Talk about events that may have happened, find opportunities to connect and to relate to people. Be a connector and an introducer. Sometimes networking, like I said, in the connecting the dots point, isn't just about what I can get or what I can receive. Sometimes it's about taking a step back and saying, Bob, I want you to meet Susan, Susan, Bob, I think you guys should connect with each other because you have this in common or that in common. It will make you look like you're someone who is very able to see the big picture. That's what networking is also about. It isn't just about singular interactions. It's about connecting these dots, connecting people, connecting themes, and understanding the direction of travel. What are businesses investing in? What are people in your industry doing? If you're able to speak to people and learn about these things and connect the dots, it will show you a way forward. It's not just about work. Obviously, in a work setting, you may start talking about what do you do for a living? What project are you working on. But look for opportunities just like Kathy did in the first chapter, to try and find ways to connect with people beyond just work. Maybe you speak a similar language to them. Maybe you've traveled to the country that they're from. Maybe you have a shared social hobby or interest. So look for opportunities to connect with people on a different and deeper level. Common pitfall, what should you worry about or keep in mind, what are common mistakes? Bonding over negativity. I'm repeating this point because it's so important. Let's try not to bond over negative experiences. Isn't the weather so bad today? Can you believe how bad the coffee taste? Can you believe how late the conference has begun? This is what people will remember you for that you had a negative outlook. Try and build a positive personality and a positive energy in these interactions. Not planning to reconnect is a big sin in networking. By all means, move on to the next conversation. By all means spend 5 minutes speaking to someone, 5 minutes, speaking to someone, 5 minutes speaking to someone, but not planning to reconnect as a huge, huge mistake. Do say to people, Look, it's been lovely to speak to you. What are you doing next week? Shall we grab coffee? Or here's my card. Here is my contact details. Let's plan to catch up. I'll send you an email with the proposal. I will send you a linkedIn message with my details. I will tell you more about what we discussed. Remember, in networking, it's not about squeezing everything into that one interaction. It's about making a great first impression, growing that network, sharing your details, and planning to reconnect and growing and building that relationship to a deeper level. Stagnating in one conversation is also risky. Sometimes you connect with someone. Maybe you have a great experience with one person and you think, This is my safe place now. I'm at a networking event or I'm at a business meeting or I'm going to stick to my friend who I've now made. That's risky because you don't open yourself up to the wide opportunities that may be in the room. By all means, say to this person. Hey, look, it's been great talking to you. I'm here to speak to a lot of different people. Take my card. Let's have a coffee next week. I'll send you a message. I'm going to try and catch up with lots of different people and see who else is in the room. Taking it too seriously. Now, I know it's important to do networking, absolutely, but don't get stressed about it. You don't have to do everything perfectly. Practice and practice and practice makes improvement. Don't take yourself too seriously. Don't take the situation too seriously. It's about making meaningful connections and enjoying the joy of human interaction. And also please please please do not ask for too much too soon. If you come across someone who maybe works in an organization that you'd love to work for or maybe they're a recruiter or a hiring manager going in there too soon and asking for something, whether it's that promotion, whether it's the pay rise, whether it's the job opportunity, whether it's the opportunity to be staffed on a project, whether it's an hour of their time to mentor you for something, asking for too much too soon can come across a bit needy and a little bit greedy. You have to be a little bit careful and build the relationship organically and remember, give before you receive. So now practice and practice and practice. I want you to plan three networking topics. I want you to go away and think very carefully about an icebreaker that you can talk to someone about in the social context, current events, work, your personal hobbies. Think about this and come up with three networking topics. What topics can you use in a real world situation professionally or socially to try and break the ice and strike up a conversation with someone and drive that conversation. I want you to write this down, write some notes. Maybe it's about yourself, maybe it's about what you do, current events, et cetera. Then here's the hard part. I want you to go away in the next week and seek out opportunities to have three meaningful conversations with someone that you don't know, or maybe it's someone you know who you've been meaning to have a deeper conversation with. Approach them, find the right opportunity. Be open in your posture, be open with your eye contact, with your communication style, be genuine. Think about all the principles that we've been discussing so far and have three meaningful conversations. Then you can go away and write about that, very briefly, reflect on it, what went well. What didn't go well, and how can you improve on that? This is your first step to opening your mind and your horizons. I would love to hear your reflections. How did those conversations go? What did you learn from this chapter that you didn't know before, that you put into practice in these three conversations? You have seven days. Please go away, have three conversations, ideally with a complete stranger, but it's okay to have that conversation with someone in your workplace or in your social network that you've been meaning to have the conversation with find a conversation topic, drive that conversation forward, ask about them, share your experiences, and reflect on how it made you feel having those conversations. Was it really awkward? Was it really difficult? How did you manage? I would love to hear your thoughts and I'd love to hear your reflections and provide you some feedback. So what are the top five takeaways from this networking chapter? Number one, practice and practice and practice, it builds confidence and slickness. Number two, there are many motivations for networking. Think very carefully about what your motivation is and stick to those goals. Number three, being genuine and generous is key to success. Number four, networking isn't just about speaking. It's made up of active listening as well. And number five, networking involves being patient and connecting the dots. Remember, you can't plant a seed today and expect a tree tomorrow. Thanks, guys, and good luck. 4. 3. Communicating with Confidence: Welcome back, everyone. Hope you enjoyed the first couple of chapters. We're now moving on to one of the key skills that you're going to need to work on in the corporate workplace. It's communication. So what are the objectives for today's session? You're going to understand the four key components to business coms. You're going to explore communications in some common scenarios. We're also going to do some coms in challenging scenarios and you'll go away and practice your newly learned communication principles. So the first question that we ask is, what are you trying to achieve and for who? People, who is your audience? The message? What are you trying to say? The context, in what context are you even having this conversation? Is there something going on in the background that we need to be aware of? And let's remember that even though you're communicating, it's an active conversation most of the time. So let's deep dive into a few of these. First of all, who is your audience? The first question that we have to ask is, who are the people that you're trying to communicate with and what is it that you need to be telling them? What's specific about them? Do you want your audience to think? What do you want them to feel? What do you want them to do? Remember, communication is about eliciting emotions and responses in the people that are receiving your message. What about the message itself? What's the point? Why are you even sending this message? Why are you even trying to communicate in the first place? Is it to inform them, give them an update? Is it to persuade them of something? You're giving them a pitch. You're introducing yourself. You're introducing your idea. Maybe you're introducing a, you know, kind of you want to work with someone, for example, or are you looking to check understanding? Could be lots of other reasons as well. And what channel are you using as well? Is it face to face? Is it a Zoom call? Is it an instant messenger or Whatsapp, or is it email? And what is the context? Is it a casual setting where you can be a little bit more relaxed and fun or is it a little bit more formal business setting? Think about the timing as well. Is it a busy time of year? Is the person or the people that you're communicating with going through a busy period? Are they going to be receptive to your message? How's your existing relationship with them? Is it a strained relationship that you need to handle sensitively, or is it a good relationship that you have a bit of flexibility? It's also very important to read the room, read their responses, have a feel for what kind of vibe is going on, and that may flex your message and your style. Let's also think about listening, as well. It's very important not to think of communication just as a one way street where you're just going to be firing off information at people. You should try and empathize with them, understand their perspective, understand what might be motivating them. Reaffirm what they're saying, maybe replay it in a different way, hear their thoughts and their concerns. Be open and transparent. It's very important for you to wear your heart and your sleeve sometimes and recognize that you're not a threat. You're here to inform them or to persuade them or to show them something, and you want to work with them. Feel free to paraphrase what they've said. For example, maybe they've raised some concerns, shared some feedback. It's important that you try and empathize with them and replay back to them what your understanding is of their perspective. And of course, make sure you listen to what you've heard and then summarize it back so that it's clear that we're all on the same page. What about some communications in common situations where we have the professional setting where most of you are going to be in your corporate work environments. You have social settings, you have scenarios where you might be leading a presentation or a project. You've also got something very common emails. Billions and billions of emails are sent every single day, most common form of business communication. You may be in a position where maybe you're not leading, but you're explaining something. Also in a common scenario where you're speaking to people that are more senior to you and you need to flex your style a little bit. Let's go into each one of those. Key areas to consider in the professional context. We've touched upon this before in the previous chapters. Do smile, do exude confidence, dress smart if appropriate, be open to feedback, and to learning, have an open mind, be positive and respectful. We've covered this already. But what about in some of the other scenarios? How are you going to communicate in the social setting? Well, it's more about finding commonality here. It's about understanding what language do they speak, what culture are they what hobbies and interests might they have. Try and make that connection so that you have that opportunity to build a deeper relationship and to communicate your message more effectively. Most importantly, enjoy and relax. It is not a stressful environment in a social context. It is a pleasure and an honor to be connecting with people, to be presenting to people, to be communicating with people. Enjoy and relax that experience. When you're leading, it's a completely different board game. You might be having to give a presentation in a room full of people, and quite frankly, it's quite difficult. It's quite stressful. It's quite nervous. You might be getting sleepless nights thinking about delivering a presentation to a room full of senior people. So what makes you stand out as a strong communicator when you're leading something? Well, confidence is one, but being organized is a critical critical skill. When you're leading something, coming across well prepared is an easy win for you. Show yourself as assertive and in control. Make sure you start on time, make sure you have your documents ready, make sure you have your agenda ready, and you're able to exert that agenda. You typically in the business setting have about 60 to 90 minutes to lead a meeting. Now remember, it's not a one way update. Ideally, it's a discussion. You should be engaging your audience. You should be spending maybe 75% of the time giving your presentation, but you really need to factor in that there might be some disturbances, some questions that get asked. You need to invite feedback and questions and a discussion toward the end of that. Maybe you want to spend less time on your presentation. That's the easy part and invite questions for a longer duration. Read the room as well. It's very important for you to try and understand what's going on in people's heads. Is your message coming across well? Are you communicating effectively? Are people receptive to this, or are they, aggressive or in disagreement? Read the room. Also, try and control the mood. Sometimes you may need to inject some humor to lighten the mood, or if you feel like there is a bit of distraction, you may need to amp up the energy a little bit. Of course, whenever you're leading, it's very important at the end of the meeting for you to summarize what's been discussed and identify the next actions. How about when you're sending an email? It's the most common form of business communication. It's estimated that there's 350 billion emails sent and received every single day around the world. It's a formal record, so you have to be very careful. You might have been in scenarios where an email has been kept as an archive or as a record for things. You must be very precise when you write. That being said, you should also try and be concise. Nobody wants to read a page and page and page long set of emails. Generally keeping things concise is more valuable, what's the pyramid principle? It works particularly well when you're sending emails, particularly to senior people. The pyramid principle reverses what you might typically use as logic for sending an email. Most of the time you might say, Hey, I'm emailing you today. Good morning, hope everything is good. I noticed this problem and this problem has led to this and this and this and we lost some money and we did this and we did that. Then actually I thought to myself, maybe we should think about this solution, that solution, that solution. Then now I've worked out that I think this solution is best, and this is how much it's going to cost. That is very much a chronological thought process type of email. The pyramid principal flips it on its head, and it works particularly well with senior people. You'd start the email by saying, Hey, the reason for this email is I'm looking for budget approval for us to implement this new software. That's it. And then you put your supporting evidence. I've noticed that we have had some inefficiencies. I've noticed that some people have had problems, and I have analyzed options A, B, and C, and I came to the conclusion for the following reasons that option B is the best solution, and that's why I'm suggesting it, it will cost us this, and we're ready to roll it out. So the pyramid principle is very effective. For busy people who don't have time to read all of their emails or they don't have time to read long emails, putting your key message upfront, putting the key message and the ask upfront. I'm proposing that we use solution B and it's going to cost us $3 million, and I would seek your approval for that. Putting that upfront is an easy way to focus your audience, your reader on what it is that you're asking them to do. Please do proofread your emails. It's so easy to quickly press send without putting the attachment on, or maybe that you've got typos or poor grammar or poor structure to your email. Tools like Chat GPT can help you do that. In today's day and age, there's no excuse nowadays for poorly written and glaring big mistakes in emails. Also check for tone as well, especially when it comes to digital communications where you don't get a chance to speak to someone or have any face to face contact. Sometimes the message can be misunderstood. You've probably had this in your personal life where you said something that was misinterpreted or twisted or taken out of context. So think about the tone very carefully. I want to show you a clip that highlights this. It's a funny clip. It's a comedy, but it has a very relevant message. I've been trying to reach out to you all day. Are we on for tonight? Geez. What? You can't catch me. You can't catch me. I'm Lance Moore. Touchdown *****. What? As Ah, shoot. Keegan's been texting me. Sorry, dude. Missed your texts. I assumed we'd meet at the bar. Whatever. I don't care. M. Sorry, dude, missed your texts. I assumed we'd meet at the bar. Whatever I don't care. Whatever I don't care. That's his problem. Do you even want to hang out? Do you even want to hang out? Oh, that's considerate. Like I said. Whatever. Like I said, whatever this die. Jesus, you are priceless. You're the one who's priceless. This is This mother right here. Oh, he wants to. Mm hmm. Okay. You want to go right now? Hmm. I guess I could do that. Okay. Okay, let's go. Okay. Okay, let's go. Alright. You know what? You know what? You want to really Do this now. Keegan nut. You're not putting me out. Yeah, let's do it. Oh, yeah. *******. First round's mine. Oh, no. Oh, no, they gonna be no rounds, *******. It's gonna be a free fight. 'Cause tonight. Buddy. Like I said, first round's mine. A beer and a gimlet. My partner, right? What's that? Uh, I got you a baseball bat with nails in it. From my post apocalyptic Jackie Robinson costume, how did you know I hope you enjoyed that skit. It just illustrates the importance of checking your tone when you're sending messages when you're not doing things face to face. So what else are we doing? Talking about explaining scenarios. So you'll be in a situation where you're not necessarily leading, but you may be explaining something. Again, organization is key, and having structure is a great way to show that you're kind of well organized and you have things under control. Show the end goal, particularly when you're trying to convince people of something, do it this way, not that way, purchase this, not that, show them the end goal, show them why it matters to them or to your business, why it makes perfect sense. Also, people enjoy when they're going through a new process, to have their hand held. Take them through a process step by step and show them the end goal at the end. Them through your rationale, explain to them why this new process is a better way of doing it than the way we currently do it, or that product X is better than product Y. Try and win their hearts and minds over by taking them through a journey, show that you're very structured and you've thought this through, and then hopefully they'll be on board and you'll have won them over. What about when you're advising seniors, slightly different context. You have to be a little bit careful here and it's not the same as presenting to your peer group or presenting to a more junior audience. Respect is key. Typically, in some organizations, you'll have a hierarchy structure, partners and directors and executives and C suites, et cetera, board members. Showing them respect, I think, is something very, very important. You need to take it pretty seriously. And find ways to connect with them. Don't just jump straight into the content. Do take a moment to introduce yourself, introduce what you're doing there, and of course, to try and find some commonality. Do come across credible by making sure that you know your stuff and that you've prepared appropriately, and do seek their feedback. Taking the approach of humility is far better than arrogance in these scenarios. You may know your stuff and you may be showing them how to do something, but seeking their feedback and their counsel is a great way to build that relationship. So what about communication in far more challenging situations? When you're pitching ideas, you've got a lot at stake here. Making a request, maybe you requesting budget, requesting support, requesting a pay rise, requesting a promotion. Getting caught off guard is very, very unpleasant. Being criticized can be very hard to swallow. And also presenting up at a board meeting or something like that is quite a different set of challenges. So let's go into these one by one. Pitching ideas can be very stressful. It feels almost personal sometimes, but remember that it's never personal. It's the only business. People may have different decision making styles, and by that I mean, some people make decisions quickly. Some people need more data. So people prefer face to face. Some people can approve things via email. You need to understand your audience and understand their decision making styles and feed it to them. A lot of the time, the simplest way to pitch your idea is to present the story and then follow it up by facts. We've discussed the pyramid principle, making sure that you're a storyteller, making sure that you're bringing emotion into it, and showing them the end result, I think it's going to be important. Involving them, making sure that it's our decision, our team's decision, or it's going to be benefiting all of us. Be open and transparent. Be open about what you know and also what you don't know. And remember, influence is a campaign. What does that mean? It means that oftentimes you won't be successful at the first attempt. Sometimes people bring their own baggage, maybe they have their own agenda, maybe they don't want to invest any money, even if it's on a great idea. Influence is a campaign means you may need to work on people over several different scenarios or several different occasions. Making requests, I think is always very scary for people as well. But being clear upfront is very important. You need to be very transparent upfront. I would like to make a request for X to invest some money to change our process, for the pay rise, for the promotion, whatever it might be. Seeking clarity and being very clear is very important. Timing is also critical. Are you going through a busy period? Is it a stressful period? Is now really the right time? What headspace is this person going to be? Sometimes you may want to strategically create the sense of urgency to make it seem like, listen, we need a decision pretty quickly on this. Creating urgency sometimes can be helpful and sometimes picking and choosing your timing is much more valuable. Make it easy for them to have next steps. It's so easy to go to people with problems or go to people with a general request at a high level. But if you make it easy for them and you say, look, I really need some extra support. I've spoken to Steve. He's available for a day a week. He's agreed that he could add value to my project, and he's also agreed to jump on the team pending your approval. If you're okay, I'd love for you to approve this today and Steve will start tomorrow and it will really help us in the project. Make it easy for them to make a decision because you've already provided the next steps. Also when it comes to requests, get in the habit of being rejected. What do I mean by that? If you speak to any senior person, any successful businessman, any successful entrepreneur, they probably have been rejected time and time again. Get used to it, it's a part of life, but do practice asking. Just because it got rejected doesn't mean it's personal and it doesn't mean that your idea was terrible. It simply means you need to keep working on them. Remember, influence is a campaign, or you need to pivot your idea or pivot your approach to a different. Getting caught off guard is very unpleasant. Sometimes you can react emotionally. It's important to always stay calm and by yourself some time. Sit back, listen to what people are saying. Let's take a scenario, for example, maybe you're in a meeting and you've prepared three data points, and someone says to you, but what about the other three data points? And you think to yourself, well, I haven't even prepared that. My meeting was supposed to be on these three data points, and now you're asking about that stuff. I haven't even prepared for that. So there's a three step formula that you can practice to prepare for when you get off guard. Here's what I know. Here's what I don't know, and here's how I'm going to find out. So my focus on today's meeting was Data 0.1, two, and three. I've prepared for this. I really deeply understand this. But actually, I understand that maybe there's three other data points that I haven't considered. Here's what I can do. I can go and speak to Bob in finance. I'll go to him after this meeting. I'll get the data points. I'll analyze it. I'll include it in my presentation so that next week when we meet again, I'll have all six data points for you. You've effectively bought yourself some time. You've demonstrated that you're listening, you're understanding, you have been caught off guard, but you're not letting it faze you, you're not getting emotional. You're saying what you know, you're admitting what you don't know, and more importantly, you've made a plan for how you're going to find out. Buying time is key. What about when you're being criticized? Again, a very unpleasant experience, but it's a part of life. Any seniors, any successful person has been criticized. It's important for you to listen first. Don't jump in with a response. Don't get emotional, don't take things too personally where possible. Listen first, stay calm. Use logic, and stay focused on what's being said. Ask yourself the question, could they be right? This is around being open and transparent. Could they be right in what they're saying? I know it doesn't feel nice, but could they be right? And what should your response be? Never respond straightaway. Don't jump in and say, no, you're wrong or yes, you're right. I'm sorry. Thank you for the feedback. Thank you for the feedback is a great way to acknowledge what they've said without necessarily agreeing or disagreeing with it. Empathize with them where possible. Thank you for the feedback. It's valuable. I can see how you've come to this conclusion. Can I clarify a few things? You said this, is this what you meant? You said that, is that what you meant. You're coming across as someone who's taking the time to holistically understand everything that's being said and then move on to the problem solving phase. I understand this is what's concerning you. Yes. And here's how I plan to solve it. Yes, and is a great technique that you can use. Yes, and here's my plan going forward. Yes, but this is what I've been doing. Moving away from the criticism and moving towards problem solving is a great way to channel it into a more positive way. Lastly, please try your best to control your emotions. It's very easy to think that things are being said personally, maybe they are, but you will do yourself no favors by reacting in an emotional. And lastly, we mentioned presenting when explaining to seniors on the previous side, but now you're presenting up. Know your audience so important, who's going to be in the room at the time? Is it the C suite? Is it the executive team? Is it your manager? Is it an external set of clients? Who is it? What makes them tick? What information are they going to need? And how will you spoon feed them that principle? Pyramid principle. Start up by saying, I'm here today to present to you A, B, and C. Make it very clear. We have 1 hour. I'm going to try and wrap this up in about 35 minutes that will allow us 25 minutes for questions and discussion. Frame things appropriately. With senior people better to keep it high level with your details in the appendix. Have a small set of slides up front that is crisp and clear with your key messages at a later stage, if they ask tough questions, refer to your appendix for the big pieces of detail. Lastly, do expect a grilling. A grilling, I know is uncomfortable, it's unpleasant, but senior people typically will want to know that you have dotted the I's and cross the Ts, that you know your stuff, that you know the numbers, that you've thought about next steps. A grilling doesn't necessarily mean you're doing badly, it shows an element of rigor and it shows that they're taking what you're saying seriously. So what about practicing? Practice and practice and practice, like we said. I want you to write for me over the next half an hour four responses. Spend about 15 minutes writing each response, asking for support, giving feedback, addressing a sensitive topic, and handling criticism. Let's take asking for support. I want you to imagine a scenario where you're on a super busy project and you could really do with an extra pair of hands. You know that your colleague, Steve, is also super busy right now. That being said, he's got a little bit of capacity. How are you going to communicate with him your situation that you need his support just for a little bit of extra time, acknowledging that he's busy? The second scenario that I'd like you to respond to is when you have a colleague who is underperforming. Time and time again, Karen hasn't delivered on the work that you've asked her to. Maybe the data has been wrong, maybe there's been errors in her work, and you need to give her feedback. How would you go about doing that? How would you communicate with her? What format would you use and what words would you use? Dressing a sensitive topic is always very awkward. I want you to imagine that your colleague Bob is always late. He's a really great guy, very smart, very accomplished, and he's a fantastic asset to the business, but he's always late to meetings. His lateness always disrupts the meetings. People get distracted. You have to start again, waste time. He's always flustered when he walks in and he's always late. I want you to address that in a sensitive manner. Lastly, I want you to write a response where you personally are receiving criticism. Your manager has come to you and said, Look, I'm really not happy with the way this project is being run. I think there's a lot of things that could be done better. I think you could have done better. I want you to assume that half of what your manager says is fair and half actually is unfair and you may have a response for that. So for the next half an hour, I want you to spend 15 minutes on each of these topics, scribble down some notes and really refine what you think a response could be. And I would love for you to share with me your responses. Also, I would love you to record yourself delivering one response in this scenario. What sort of body posture will you take? What sort of eye contact will you give? What's your choice of words and your choice of tone? Are you going to be Is this going to be face to face, or is this going to be an email? I want you to share your thoughts. And lastly, I want you to share your reflections on this. You know, now that you've done your topics, how do you think you're going to implement those in the future? Have you had any experiences in the past of these types of scenarios? How did you handle it then and how do you think you'll handle it now? Best of luck. So what are the top five takeaways from the communications chapter? Number one, communication requires a very holistic approach. It's not just talking. Number two, being concise is generally a very smart idea. Number three, staying calm when under pressure is key. Try not to get emotional. Number four, probably the most important takeaway, understanding your audience and tailoring your message for them is critical. And lastly, number five, we should be actively listening first before speaking. Get all the information together and then formulate a logical response. Thank you and good luck, guys. 5. 4. Engaging Presentations: Welcome back, everyone. I think it's time for us to move away from the social side and more into the technical side. Chapter four, engaging presentations. How do you make presentations that really stand out? What principles do you need to be following? So objectives for this chapter, you will learn the key areas of focus when you're creating a presentation. You'll be able to understand how to design beautiful slides. You will learn how to bring your message to life. You learn about presentation logic, vertical logic, horizontal logic, which is very important, and I have some slides for you to look at. We're going to critique them together, and I'm going to ask you to go away and redesign a couple of those slides to see what you've taken away from this chapter. So tools come and go, but the craft remains. What does that mean? Once upon a time, in order to get messages across, they would have draftsmen. Then came the typewriter. Then Microsoft Windows 95 word documents. PowerPoint then quickly took over as the best way. Somewhere along this journey, remember if you're old enough, you remember the overhead projectors that we had in school. And nowadays you have very fancy innovative presentations just like the studio I'm in now. That being said, even though the tools might change, the craft remains. What does that mean? It means that the point remains the same. Messages need to be conveyed in an engaging and visual format. First things first, why are you giving this presentation in the first place? Is it to give information? Is it to deliver training, to make a sales pitch, to share a big idea? There's a number of reasons why you'd want to give a presentation. I saw a funny video recently of a guy who was pitching a holiday idea to a group of his friends and he put a PowerPoint presentation together to try and convince them that they should go on this holiday with. How are you going to do it? Nowadays, the simplest way to do it is PowerPoint or Keynote, and you can also find some other interesting video type presentation software online. Remember, design isn't about being artistic. Making sure that it's well designed, it's clear, it's effective, isn't about having artistic ability, it's about following some clear principles. And remember, it always comes down to the who. Who is your audience? Identify them, create personas. My audience might be high net worth individuals. My audience might be my colleagues. It might be people junior to me that I'm training, it might be people senior to me that I'm trying to pitch an idea to. Identify them and ask yourself what information do they need, and how do they like to process information? What do you want them to do? Remember, there's so what that happens. Do you want them to do? What do they know? What do they need to know? What type of people are they and what questions are they likely to have? Make sure your slides or your presentation captures all of these things. What are their needs? Make sure that you've addressed those needs. Imagine that you got a love letter. And it said all the nice things as to why this person was in love with you, but it was addressed to whom it may concern. It would make you feel, hold on a second. Was this even for me? Or was I a last minute decision to be given this letter? And so the importance of that is make sure that you are tailoring your message and your slides to the audience. It's like a cover letter when you're applying for a job. Try and tailor it to the audience. The content, when you're crafting the content, it's always best to make an outline first. Remember to ask yourself the so what question. Why am I even giving this presentation? It's not to give a presentation. It's usually to get some outcome to elicit an emotion, to elicit a feeling. I typically start presentations with a skeleton. Imagine I was going to be pitching an idea to someone. I would probably start by saying, there's a problem in the market. Then I would have a chapter on what existing solutions are there in the market, and why don't they work. Then I might have a chapter that goes on to propose my solution and the benefits that that brings. I then might talk about the investment required, the timeline, and the next steps. And so that gives you five or six chapters, a structure, if you will, of a PowerPoint presentation. You then go back and put me on the bone. You then work on each chapter, each slide individually. But starting with the outline and so what at the very beginning is so important in focusing your mind and making sure that you're creating the right presentation. Of course, as we learn in Chapter one and two, make it a story, make it something engaging and easy for people to follow. Text on a slide is necessary, but too much text can be distracting. Text should be large, large enough to read, and it should be few. As you can see in my case, I'm not putting whole sentences on this slide. I'm putting trigger words. Logic should be there. It should follow a sequence, a flow. We'll come across vertical and horizontal logic later. But slide logic and presentation logic and flow is critically important. Typically five bullets per section. Better not to have full sentences, better to have trigger words that will remind you what to say in a particular circumstance. And if it's more than five bullets, if it now starts to get to ten, 15, 20, think about making this into a document that you put in an appendix or you send out in advance. Animations can be helpful, but just be careful not to make them too distracting. If you go on any PowerPoint course, you can see how to use the transitions and the animations. They're very helpful, but try not to make them too distracting because it can look unprofessional. People have a tendency to either listen to what you're saying or read what's on the slide, not both at the same time. Use silences appropriately. If you want them to see something, give them a minute just to look at the slide, take in the information. If you want them to read something, then you can stay quiet and let them read it. Otherwise, they're either going to be listening to your voice or reading what's on the screen. Design. Design is very important. Your slide needs to be clean, your slide needs to be clear, and it needs to have balance, not too light, not too dark, not too heavy, not too soft. Symmetry is something that you can use, but don't think that you always need symmetry. It's a common misconception that my slide needs to be perfectly aligned in the middle, perfectly aligned horizontally, and everything must look pretty and symmetrical. I'm going to show you the rule of thirds that I often use in my presentations, which is quite a powerful way to elicit emotion in people. So I want to show you this picture of this cheetah. Now, you might think that if you wanted to take a picture of the cheetah, you'd put it here in this square because that would be the center. But I don't think that's what the photographer wants. You can see that the cheetah is looking in that direction. And so using the rule of thirds, the photographer has made us get a different impression. The cheetah is looking towards something. There's open space here. Maybe it seen something it wants to go and attack or eat. So the rule of thirds is this you take two vertical lines, two horizontal lines, and you split them evenly. Now you have nine quadrants. These points right here are called intersection points. You eye, the human brain naturally likes to focus on these intersection points when looking at a photo or a slide. You can see this is the same dimensions as a slide. If the photographer here just wanted to focus on the cheetah and show you its spots, its face, the photographer may have put the cheetah in the center square. But actually by putting him in this quadrant here, it gives the impression that the cheetah is looking at something. It changes the context entirely, and I want you to try and use that principle when you're designing your slides. Do think intelligently about what type of picture, image, video, or slide content that you're creating. Let's use another example. This could have just been a photo of a tree. Again, the tree could have been in the middle square and the focus would have been that. But I don't think that was the photographer's intention. I think the intention here was to try and get a sense of isolation, a sense of vastness, a sense of space. You can see that the tree is in this quadrant, in this intersection point and look at all this space out here with the sunrise so it gives the illusion of isolation and it elicits a different emotion than just a photo of a tree. Same over here. The wolf is looking out onto a glacier. Again, the wolf could have been the focus, but the photographers use the space very cleverly. Lastly, this one here could have been just a photo of a child wearing a Superman outfit. But actually, what's happened is the photographers used the space and made the child run into the sun to give the illusion that the child is playing with someone or moving into a space or running into the sunset. While symmetry can be helpful, I don't think it's the only way to have an impactful slight. How else can you make your slides stand out? Well, color can be very helpful. Generally speaking, it's better to stay on brand. Your organization, your business, your product will likely have brand colors. By all means, stay on those brand colors. I'll make everything look so much more professional. Do make associations. Typically, blue might be associated with trust and calmness. Green generally signals good, red signals problems, bad alarm. Beware of rag ratings. Nobody likes to see their name in red. For example, imagine that you had red means ten to 20% profit. Amber is 20 to 30% profit, green is anything more than 30% profit. If someone's name is in red, they've done something good, they brought back ten to 20% profit. But the fact that their name is in red or their product is in red generally signals alarm bells inside us. Beware of rag ratings, but do use color to your advantage. What else can you use? Contrast. Contrast is very important. By making this word bigger in the sentence, your eyes are naturally drawn to that. By using a different color in the sentence, your eyes also are naturally drawn to that. A, although subtle, bolding some words will also draw your attention. But remember, use it sparingly. If everything is multi colored or everything is of a different size or everything is bold and italics and underlined, it's only going to create confusion. Remember, you're using these techniques to control your audience. You want to guide them to specific words or specific areas of your slide. I'll give you another example, animations. I only want you guys right now to look at this box. If I had put this box already there and started talking about color, you might be distracted by this box and this box. And by having these animations on slide, I can control where you're looking. We're talking about this box now and when I'm ready and when I'm satisfied that everyone's understood it, we're going to be moving on to the next box. The next one, information is around images. JPEGs versus PNG images are very powerful, by the way. I've used them in this presentation and I use them frequently in presentations. A picture paints 1,000 words, and I think it's very important to try and lighten the text on the slide using images and icons. Generally speaking, better to use PNG files because as we'll see, generally of a higher quality and cut out in a way that makes it much more stylistically, better on the slide, although JPEGs and high quality are also very good. Using morph is a feature of PowerPoint that will allow you to highlight certain parts of your slide. Most people don't know how to use that. I'm happy to show you that in the next slide. And using pictures of a high quality are very important. Simple icons generally are better rather than these complicated, off topic off brand type icons. I'm going to show you a couple of pictures. I'm not a Manchester United fan. These are the only pictures I could find. Cristiano Ronaldo, JPEgPhoto, you can see that it's got this what I think is an ugly black square around it. The picture quality isn't that great. He's not really looking at the camera. It's just an okay picture. One, on the other hand, is a PNG file. You can see that it's cut out, so his silhouette is there. He's clearly taking this photo in a studio. It's high resolution. He's looking at the camera. Which photo of him would you rather have in your presentation? Which one looks more professional? Imagine I had a text box over here and you just had this photo to look at. It's fine, but it's just not as professional as having the PNG file, it's cut out, it's high quality. Now, I was going to show you the more feature. The more feature will allow me within a slide to show focus on one object or the other. The first object I want you to focus on is this picture. And so that removes the distractions and allows me to talk. Just to this. I made it full screen, and we can look at it. Now, out of interest, you can see that this photos of a lower resolution. It has the big border, but this is the more feature it allows us to zoom in. Now, what if I wanted them side by side? I've now used the more feature to bring that other photo back into the fold so we can contrast and compare. So the more feature is very powerful on PowerPoint. This photo, I think, is a better quality. It is a silhouette. This photo, in my opinion, is kind of outdated. Can use it. I still looks fine, but a PNG file that you can search on Google or make one yourself will be likely a better resolution, better quality, and more suited to looking professional in your presentations. So some extra bits and pieces. Video, as we have seen in this course, can be quite powerful, but use it sparingly. You haven't turned up to watch a 1 hour video, but it can be used to illustrate certain points or to bring your examples to life. Better to embed your videos within the presentation, as you've seen here, you click the button, the video plays. It could be an online link to a YouTube video or it could be downloaded from your hard drive, embedded in the presentation. It means you simply don't need to click away from the presentation, go to the keyboard and mouse, open up a new window or open up the file, double click. It opens in a different format. Click play. You don't have to waste time doing any of that stuff. Embedding your video just makes it feel a bit more slick and a bit more professional. Where possible use high definition video. I know I haven't done that in this course so far. There's been a couple of examples where the only video I could get my hands on was a low resolution one, but where possible, try and have high definition content, it's nice and easy for your viewers to enjoy and better to keep them short short, snappy to the point, discuss them, include them, make reference to them. Looping videos, as you may have seen at the very start of the course can be helpful just as a background whilst you're waiting during an exercise or a practice when I run this course in person, I'll have the looping video in the background whilst participants are practicing and doing things. It just means you're not looking at a blank slide. What else? Charts are very, very powerful. A lot of people are data driven. Most of us are data driven. We like to see facts and data, and charts are a fantastic way to illustrate them. And we'll come on to the chapter on charts a little bit later on, but charts are very powerful do include them. Slide transitions, as we mentioned, fade and more for my preferences. PowerPoint has a number of different transitions that can be quite distracting. They have their little squares and the lines. It's okay sometimes for certain audiences, maybe in a more social casual setting. But generally speaking, in the professional context, fading it or morphing the slides 1 to the other is a little bit better, generally, keeping your slide design simple is better than having it overly complex, as we're going to see later on. Backgrounds, generally, you should use your brand colors rather than making up different color schemes. Solid colors tend to be easier on the eye than having very dark colors. You generally will pick between having a dark slide or a light slide. So my presentations, I like the dark background with white text. A lot of people have white backgrounds with dark text. It doesn't really matter so long as you're consistent and keeping it simple, of course, is very important, as we mentioned. So what about some presentation tips with delivering that presentation? Practice and practice and practice. Practice makes improvement. I'm going to be honest, I was up late last night, past midnight practicing this very presentation. It doesn't come naturally to me. The information's not on a script that I'm reading, it's not on the slide that I'm reading. It comes through practice. Don't be scared before a big presentation for you to start early working on that presentation, keep practicing it and get slick. The idea is just to know your content so well that you're able to present it naturally. One slide or one set of messages per slide generally is the rule. Try not to overcomplicate things and confuse your audience. Always better not to read the slide. Generally speaking, have a couple of words on the page that allows it to trigger your memory, but better not to read your slide that doesn't come across as professional and it could have been an email. If you want them to read it, they can read it themselves. Here it's not a reading contest. You're here to engage them and present with them and look around the room and get people's opinions and feedback and not simply read off the slide. Inviting Q&A, as I just said, is super important. Invite your audience to participate. The easy part of the presentation is you standing and repeating your script or what you've learned or what you've practiced. The hard part is when you're in a room full of people and any questions and ten hands go up and you've got to go around and field some difficult questions. Do invite Q&A. Have an appendix at the back of the document that contains other relevant information that it's almost like a just in case. But do invite Q&A. That's the point of why you're here. Don't be scared. Smile and enjoy it. It is a great privilege and an honor to be standing in front of a group of people or someone and sharing your thoughts, sharing your emotions. You have 1 hour, half an hour, however long you have, you have a blank canvas and it is a real honor and a privilege to be able to present something to someone. So smile and enjoy it. It can be fun. Control the audience, not in a manipulative way, but in a way that says, I need you to be looking at this box right now, or I want a certain emotion to be elicited. Use photos, use video, use stories, use animations, use colors, use all the techniques that I've spoken about just now, but you should be ideally in control of your audience. To give you an example, sometimes you might have an audience member who takes out their phone. A little trick that I like to use is I'll often look at the slide and say, Well, I was discussing with Steve recently about XY and Z. If Steve is the person in the room, he suddenly realizes, my name has been called, I now need to pay attention. It's a little trick you can use to try and get someone's attention who might be off their phone, another way is to simply go around, make really good eye contact with everyone in the room, making sure that they feel welcome and engaged and involved in your presentation. Be confident, like we said in Chapter one, speak clearly, have good energy, Bing positive energy. It can be as stressful, difficult an environment. You might be getting a grilling, you might be presenting something. You might be getting criticized. Try and be confident, try and be positive, be assertive, and bring positive, good energy. What else is good for presenting? Make it easy to follow and understand with your words and also with your slide design and with your slide flow. It should be really straightforward for even a complete newbie to understand what it is that you're talking about. Have a hand holding exercise where it's so easy. The logic is so clear that there's no problem there. Like we said, have an appendix for those people that want to ask technical questions, typically finance questions, numbers, raw data, that kind of stuff can be put in the appendix. You can in and sign post that. You said, Look, if anyone's got any questions, I'm happy to send out the data pack separately or I have some slides in the appendix we can go through doing the Q&A at the end. Remember to always ask yourself, so what? The idea here is, you've given this great presentation, so what? Why are we even here? What am I trying to do here? Do I want to test your understanding? Do I want to convince you of something? Do I want to share some information? You need to ask the so what, and that will guide your style and type and content of your presentation. Don't lose sight of this. It's super important for you to remember why you're there and what you're presenting. So let's move on to some principles. Bing Bang bongo. Bing Bang bongo is a principle that basically says that simple and logical is better. Here is a really simplified example. Imagine that I had a presentation and there were three main things I was going to talk about in this presentation, triangle, circle and square. In my introduction, I would start by saying, hi, good morning, everyone. I'm here today to talk to you about triangle, circle and square. I would then have some slides. Subsequently, one slide on triangle, one slide on circle, one slide on square or a chapter here, a chapter here, a chapter here. So I said I'm going to talk about it. I then went on to talk about exactly what I said I would. And in conclusion, I've spoken about triangle, I've spoken about circle, I've spoken about square. Now, there might be a bit abstract, but in essence, what it means is, do what you say and say what you do. I said I was going to speak about these three. I did speak about these three things and in conclusion, these three things. It's really not complicated. You don't need to think about all different sophisticated things. Keeping it simple is better Bingbng bongo. Now, I promise you we were going to talk about logic. I'm a big proponent of horizontal and vertical logic. Now, what is horizontal logic? Horizontal logic is your story. It's the flow of your story as you go through the presentation over the 45 minutes. So to start with, you might have an executive summary, where you make point A, you make point B, and you make a recommendation C. Your flow of ideas should mirror that. It should be really clear that A leads naturally to B, that leads naturally to C. Imagine in the other example where I was making a pitch, where I initially started off talking about the investment required. Then I started talking about other solutions in the market. Then I started talking about what the current state is. It's a bit disjointed. Why have you started here on this slide? Maybe you need to reorganize your presentation in a way that flows. That's what horizontal logic is. It is the flow of the slides and it's the journey that you take your audience through as you deliver the presentation. On the other side, vertical logic looks at a specific slide and it asks the question, do I have all the information I need in the body of the slide? To make the conclusion that we're making. If I'm here to talk about the current state of a particular problem in the market, I'm going to talk a little bit about it in text. I might have a chart here with some data that supports it, and I'm also probably going to have some insights from the data. All in all these three things are supporting acts. They're supporting evidence of the title of the conclusion that I've drawn, that this is the state of the market. Vertical logic simply says, as you go from top to down vertically, your mind easily follows the story. It goes from here and then it goes from here and then it goes from there, it all makes sense. It's all flowing and it's all clear and it's not complicated. The numbers make sense. One plus one plus one equals three, it makes perfect sense to me. I understand why the title has been written the way it's been written. I understand the conclusion. That's horizontal logic and vertical logic. Reverse storyboarding is something that I love to do and I do it before any presentation. Reverse storyboarding is asking yourself the question, what do I want to present at the end? What is the last thing I want to say? What is the conclusion? What is the so what of my presentation? Maybe it's something like the market is looking bad, the existing solutions are not great. Our solution is going to be amazing. That's what I want to present at the end. That's my executive summary, that's my conclusion. That's my key takeaway. I want people to walk away thinking these three things. Now, how do I design a presentation around these three things, well, Bing Bang Bongo. I'm going to have a section or a slide on the current market. I'm going to have a section or a slide on the competitors and how they're failing, and I'm going to have a section or a slide on our product. And so reverse storyboarding is a very useful way when you're struggling to think about what should I put in this presentation? I've got 45 minutes to provide an update. I don't know what to do. There's so much stuff I could do, it's so confusing. Ask yourself, what is the end result I'm after? Let's reverse storyboard. I'm not going to start from slide one. I'm going to start from slide 11. The conclusion. What conclusion do I want them to take away? Then let's work backwards, reverse it, and then it'll help me design my slides. It therefore means that there's probably going to be a very nice horizontal logic to your document because A will lead to B will lead to C, and it'll be very clearly laid out at the end. Practice and practice in practice. So we're going to be looking at some slides in a minute. I'm going to give you a minute to look at them. Please pause the video if you want to take a little bit more time to look at the slides, and then there is an example of an improved slide straight after that. At the end of that, there are two slides that I've not redesigned that haven't been redesigned. I would like for you to go away and think about, number one, why are these slides not good? How could they be improved? What's good? What's not good? How could they be improved as always. And I want you to go away and redesign one or both of those slides, and please send it to me. I would love to give you some feedback and love to see how you're getting on. I want you to reflect and improve. Does your new slide hit the mark? Is it on point in terms of brand, in color, in contrast? Have you used good design principles? What sort of images have you used? Have you used any videos, et cetera? How have you gone away and redesigned that slide? And what principles from this chapter have you used? So let's jump straight into it. Here is the first slide. I want you to take a look at. Feel free to pause the video if you need a little bit more time. So this slide is saying how to make a good first impression. Well, first of all, you've got capital letter, capital letter, but these are in lowercase. That's weird. I can see that this icon is just outside the box. That bugs me. I want that to be a little bit further down. But the obvious thing is there is a lot of text on this slide. Maybe it's good content, maybe it's relevant. You've got some percentages here, you've got some relevant information. But actually, there is a lot of text on this slide. Actually, this feels like an email was copy pasted onto the slide and no real work was done to try and design it in a way that makes it appealing. So how has someone redesigned it? Okay? What do you guys think? I think it looks quite nice. It looks like they're using the red and black, sorry, the red and blue brand colors. They've used some nice icons and illustrations to try and bring it to life. They've not fixed the capital letters yet. So that's an area for improvement. And actually, they've summarized it into four different sections. So compared to what it was before, which felt very 1995, they've now updated it and it appears to have a lot of better design elements. Take a look at this slide. Endangered species around the globe. Now, I do think that this is probably a tongue in cheek. I'm hoping that no one actually went to design this and actually presented this. But if you were to try and present something like this, you can see that it's very frustrating. It's distracting, loads of different animations. Okay, so we have a nice picture of a whale here. It's not a PNG file, it's a JPEG, it's square. It looks a little bit ugly. Where's the whale? You know, which one of these animals is a whale as far I mean, I can't see that. And it's already started to disappear before I had a chance to digest the information and They've already gone to town with the animations. So how has someone redesigned it? So this to me looks a little bit more tidy. I like the color coding. I like the numbers are a little bit more clear in bold there. And actually, the audience is being controlled, which is quite nice because you have that box that's moving, and presumably someone is speaking over that to bring light to the numbers or the situation. And the fact that you have color coded pins on the map show me which part of the world these endangered species are from. Third and final example that we're going to work through a straightforward slide, what is inbound marketing. What do you guys think? I think whoever has designed this has made an effort to be fair to try and summarize and keep it simple and straightforward. That being said, I don't think that there is much design thinking that's gone into it. They could have used a few different elements. They could have used the animations to try and bring different topics. They could have used boxes, images, icons. It is not a terrible slide, but it's super basic, so someone has gone and redesigned it here. What do you think of this redesign? It's a little bit more colorful. It shows now one, two, and three in a bit more of a linear way. It's easier on the eyes. I still think there's work to be done. They've made some improvements, but I still feel like there's some room for improvement here. It'd be great to get your thoughts. I'd love to hear your feedback. So here are the two slides now that I would like you guys to redesign. Five great productivity apps, Todoist, Slack, toggle, Evernote, and Trello. So take a look at this slide. Tell me what you think. What makes it good, what makes it not good? What are the areas for improvement? And I want you to have a crack at redesigning this slide. Secondly, here's another slide. What is IOT, the Internet of Things. What are your thoughts on this slide? To give credit, I think they're trying to not put text on. They're trying to use images. They're trying to use it as a voiceover. Fair? But I think they've missed the mark in terms of the design. Lots of JPEG files, lots of harsh edges. I'm not really sure what I'm looking at. There's so much going on here. Some of them are pictures, some of them are icons over here in blue, some of the illustrations. There's a lot of confusion here. Have a crack at redesigning this slide as well. Please send it to me and share with me your reflections. I'd love to give you some feedback and hear your thoughts on how this process was. Good luck. So top five takeaways from this chapter. Number one, most importantly, knowing your audience and the message is the first step to creating a really engaging and fun presentation. Number two, less is more. I'll leave it there. Number three, techniques such as contrast and animations help you to control the focus of your audience. Number four, slide logic, horizontal logic, vertical logic is important in creating an easy to understand presentation flow. It's really easy for people to understand your logic, your thought process, and the story using slide logic. And lastly, it's best ideally to have one message or one set of messages per slide so as to not confuse or distract your audience. Thank you, guys, and best of luck. 6. 5. The Key Principles of Leadership: Welcome back, guys. I hope you've enjoyed the chapter so far. Our next topic is something that's very close to my heart, and I think that's probably something that you all care about deeply, which is the key principles of leadership. One of the reasons why you may be on this course and learning about these topics is because you're now coming into managerial senior positions, and you want to refine your ability to be a fantastic leader. And hopefully, that's what we're going to be discussing today. So objectives for this session. You'll learn the key principles of leadership. You'll be able to understand what types of behaviors make good and not so good leaders. And of course, you'll be making a leader development plan for yourself, hopefully sharing it with me, and taking that first step towards an improvement in your leadership journey. So let's summarize, first off, the pyramid principle, if you like, the eight key principles of leadership. Number one, create a shared vision. Number two, practice what you preach. Number three, consider people and people and people. It's all about people. Number four, create a fantastic culture. Number five, own your mistakes. Number six, have a constant desire to learn. Number seven, communicate effectively, and number eight, think outside the box. Those are the eight key principles of leadership. So why don't we deep dive into some of these in a little bit more detail. Vision without action is merely a dream. What does that mean? It means if you have a great idea in your head and it stays in your head, nothing's going to happen. It will just be a dream. Action without vision just passes time. And that's like saying if you do things thoughtlessly, if you do things without really thinking about them first, it becomes a hobby. It becomes a time pass. Vision with action can change the world. And I think of Steve Jobs when I think of this quote because what he had in his mind was a visionary way that we would all be interacting with our phones, the capabilities they would have, and the interaction that we would have with a touch screen. But it wasn't just a vision. He was able to implement that and execute that and build a strong team and also create a really strong following of people, employees and customers that would drive this innovation year after year. And so what's the learning here? A great leader will have a vision, but he or she will also be able to influence and inspire those around them and take them through that journey of execution as well. So, create a shared vision and bring people along through that journey. The second principle, a great leader will practice what they preach. The difference between a leader and a boss, a boss might say to you, Hey, go and do this. Get this done. A leader will show you the path. They will illuminate the way forward. They practice what they preach. They live and breathe the values that they're preaching. Remember, Leaders are chosen. They're not born. It's not a skill set that you're simply born with. People around you will see that, Hey, I like this person. I like what they stand for. I like what they're saying, I like what they're thinking, and I want to do what they're doing. I want to follow them. Leaders are chosen. If you think about governments around the world, often, you know, leaders are elected and not simply born. In some countries, you have that, but in many countries around the world, leaders are elected. And so why do we elect those people over others? It's because maybe they have a certain quality about showing their best foot forward and actually leading by example. Set the example. So if you're a great leader, you're setting that example, you're showing your team how to do things correctly. So great leaders will practice what they preach. The third principle, it is all about people. Fundamentally, leadership isn't about the product that you sell or the service that you provide. It is all about people. You need to hire well. A great leader will know how to go through a really rigorous recruitment process and be able to spot talent and to be able to identify someone who's going to add value to their team. They will hire well. They will develop their teams. They will invest in them, invest in their development, whether financially by sending them on a training course, or maybe by developing them by mentoring them or giving them different opportunities. They will empower them. They will allow them the opportunity to grow. They will trust them, trust them with more work, trust them responsibility, with budgets, with relationships. A great leader knows when to take a step back and say, You know what? I'm giving you the opportunity to grow. They'll empower them and trust them. They'll involve them as well. Whenever there's an opportunity for learning, for development, for career growth, or for excellence, a great leader will involve the right team members. And of course, a great leader will reward them as well. Verbally, emotionally, financially, whichever method that they choose, but a great leader sees that it's all about people, that they're going to hire them well, develop them, involve them, trust them, empower them, and ultimately reward them. That's how you retain your best talent as a leader. It's all about people. I want you to watch this video from Gary Vinachuk where he talks about culture, culture and people. First and foremost, are you the partners CEOs? Like, is it your business? Yeah. First and foremost, you have to realize in a real way, in a non bullshit way that you work for them. If you do not do that, you've lost. If you think people work for you as the CEO or the founder of a company versus you working for them, you will never, ever, ever, ever, ever, ever Zoom in ever, ever, ever, ever, ever, ever, ever, ever build a good culture in a company. That's number one. That is religious. That is number one. Number two, you have to realize that there is no blanket rules. Everybody in your company, how many employees do you have? 33 30. Great. Nice number. You have to micromanage 330 people's wants, ambitions, and needs on an everyday basis predicated on what else is happening in their lives day after day, month after month, year after year. To figure out what drives them? Is it money? Is it work life balance? Is it, are they a huge, you know, Chelsea fan and you buy them random tickets when they aren't looking, and then they're like, Oh, my God, you actually know something about me, right? You think I pay attention a lot to you guys? I ******* stalk the **** out of my 650 employees on social media. The only way to build great culture is not only through words that are written on the wall, but in your actions, you have to make every one of those people understand that you care more about them than you want them to care about you. So what do you think about this clip from Gary Vinahuk? He touches upon a couple of really important points. The first thing that he said that really resonated is that you work for them. You might be the leader. You might have a title, a higher salary, whatever it might be. But fundamentally, you work for them. If you're not enabling them to do their jobs, it's all gonna fail. A couple of other things he mentioned. You really have to care about your employees, and that isn't so much as, making sure they're doing their jobs correctly, but you really have to see them as human beings, understand what drives them, understand what motivates them, and really take a deep emotional interest in them. Understand who they are. What's the name of their spouse? What's the name of their children? What football team might they support? What are they interested to do on the weekends? What sort of hobbies do they have? So, fundamentally, you as a leader are managing people, and if you are focused on your people, you'll create a fantastic culture that people will not want to leave. Here is a short clip from Salmahak. She's going to be talking about great leaders owning their mistakes. Tell me what you think. Did something wrong. Don't let anybody take your mistake and use it against you. Even if it's a mistake, it belongs to you. It's yours. Own it. Yes, I did it. Throw it back in their face and don't let them take your mistake. Your mistake, it's a valuable tool for growth and for life. Don't be afraid to make mistakes. It's better than to do nothing and learn nothing and not evolve. Your mistake is your greatest opportunity. And if somebody is making fun of you because you made a mistake, don't go down because of it. If you say so what to their face. If you say yes, so what, They are powerless. They are powerless. Yes, I messed up. Tomorrow, it will be another day. Next year will be another year. It is my mistake, not yours. You have your own. So what do you guys think of this clip from Samhaiak? I think great leaders own their mistakes. But not only that, to go on from what she said, great leaders will create a culture where it's okay to make some mistakes, within reason, of course. If we think back to let's take the Steve Jobs example again. If we do things the same way we've always done things, you're only going to get the same outputs that you've always gotten. If you think the same way that everybody before you has thought, Well, you'll live your life in the same way that everybody else has done previously. Someone has to come along at some point and say, let's do something different. Let's be a visionary. If you're scared of making mistakes, it really means you're scared of growing because growth only happens when you leave your comfort zone. A great leader will recognize this and say, guys, listen, Go ahead and make some mistakes if you have to because that's the only way we're going to evolve, transform, and improve. If we want to do things the way things have always been done, sure, follow the process, follow the structure. But if you really want to step outside the comfort zone and really see fantastic growth, there has to be some wiggle room for mistakes, and a great leader allows his team or her team to make mistakes, but a great leader will also own their own mistakes and say, Yeah, so what? We tried something, it didn't work. That's part of life, that's part of business. Let's keep going forwards. Let's learn from our mistakes, and let's keep moving forwards. So a great leader able to apologize or able to own their mistakes, but more importantly, learn from them and move forward and create that culture in the team that your team feels psychologically safe to go and try new things, make mistakes, and learn from them. Moving on from that similar theme, earning drives excellence. A great leader is themselves focused on learning and wants learning and development for the team around them. Let's take you, for example. You're here right now in front of your TV, in front of your laptop, you know, in front of your tablet, and you're doing this course. Why? I'm sure you're highly intelligent, highly qualified, but you have a desire to continue learning, to continue evolving, improving, listening to what other people say, listening to what other people have experienced, and to try and adapt and evolve and implement some of those learnings into your own life. That's what drives excellence. A great leader will say, Listen, I don't know everything. If anything, I want to surround myself with smart people so I can learn from them. I want those smart people to then go and build teams of smart people so that they can learn from one another. A great leader will him or herself go on learning and development courses, whilst also encouraging their team members to go and learn, develop, read, watch videos, watch documentaries, watch YouTube channels, go get professional certifications, do a postgraduate degree, sit with smart people, bounce ideas. Don't be afraid to make mistakes. Learning drives excellence and a great leader that I'm sure you are and I'm sure you will be is going to allow themselves to learn and drive a culture of learning excellence for those around. A great leader is a great communicator. Think about this for a second. Think about someone who you deeply admire, who's been a great leader. One of the things that you probably remember about them is the fact that they are really good at communicating. They're probably very crisp, very clear, very concise. They were probably a fantastic communicator, which contributed to them being a great leader. Here we have the seven Cs for communication that I wanted to run you through. When you're communicating as a leader, make sure that your communication, whether it's an email, text message, Whatsapp, verbal, keynote, whatever it might be, Zoom call, Make sure it's complete. Make sure you're not telling half truths or half the story. Make sure it's very well considered. You've thought very long and hard about it, and it is a complete message. It should also be concise. Nobody wants to hear two, 3 hours worth of a speech or read a very, very, very long email unless it's really necessary. Great leaders will generally be concise. If you think about the keynotes that Steve Jobs and Jeff Bezos and other people have done over the years, generally very concise capture the whole information. They're very well considered and planned and thought through, and they're concrete, meaning it's firm. It's not an idea or maybe or we might do this, we might do that. A great, strong visionary leader will come at you with concrete plans, concrete ideas, and will communicate that in a very clear and concise sort of way. Clarity is important. It's really important that when you're taking people on a journey, you're asking people to follow you. You're asking people to agree and think about what you're saying that your message should be clear and very easy to understand. It's about taking your audience through that journey. Your communication should always be courteous. Respect everyone in the room, respect their cultures, their background, their story, and remember there's a certain formality around communication. Be courteous, be polite. And lastly, do the right thing and say the right thing. Your communication should be correct. Correct in terms of maybe an ethical moral perspective. As a leader, you have a certain responsibility to do and say the right thing. But also, you need to make sure that you fact checked what you're saying. It's no good you saying today, Oh, you know, this is the direction the business is heading, and then tomorrow, you say, Well, actually, sorry, I got it wrong. We're actually heading in that direction. That creates a mistrust, or it maybe shows that you haven't been well considered and complete in your communication. So remember the seven Cs for communication. Should be complete, concise, considered, concrete, clear, courteous, and correct. I want you to take a minute just to watch this video. The idea is that you are following the chocolate under the cup. So this should test your focus. Where do you think? Left cub? The chocolate is. You have three options. Let's check the left cub. Middle cup? There it is. If you guess the middle cup, you got it right. So did you manage to keep your eye on the chocolate? Were you laser focused and able to keep an eye on it? Let's do a more complicated. Keep your eyes on the chocolate. So can you guess where the Hershey Kiss is? Where do you think it is? Okay, so you might have guessed that the chocolate was under the cup on the left, but did you see the duck? So maybe you saw the duck. Very well done. But did you also see that there was an extra hand in the video? Look carefully in the top left. This hand with the wristwatch, that's an extra hand. And his hand comes in a couple of times during the video. Did he see that? And maybe you saw the duck and the hand, but did you notice that at the beginning, there were blue cups, and at the end, they changed color. They were swapped out for green cups. This is good fun. I do enjoy watching this video. You might have thought originally that the reason he's showing us this video is because a great leader will be laser focused on the target and drive their team to success and they'll keep their eye on the chocolate and there'll be lots of distractions, but they'll be focused on the chocolate and not the distractions. That's true to an extent, but there's something else that we can learn from this, which is thinking outside the box. Thinking outside the box is so critical for a great leader, someone who can take a step back and see the bigger picture and not just focused on the one thing. The analogy that I can give for the video that we just saw was that some leaders are so focused on financial returns, for example, or outcomes or performance. In this analogy, that's the chocolate. So they have their eyes firmly on the chocolate underneath the cup. We're following the cup around and we know exactly where the chocolate is. So they're focused on financial returns or performance. But what they don't realize that there's other things going around in the organization that as the leader, they need to keep a closer eye on. The analogy I can use is maybe the duck represents a bad employee and before they realize that you have a bad employee because you didn't hire well, you didn't keep an eye on things, and now you have someone who's bringing a toxic, negative attitude or culture to the business. The other thing we can use as an analogy is the extra hand that you saw with the watch, could be external factors or external influences that are impacting your business. It could be government actions. It could be the actions of your competitors. It could be the behaviors and habits of your customers. And unless you're paying attention to those, before you realize it, there are impacts to your business that you're not aware of. And the third and final analogy, was the analogy of and what is the best way for me to describe this? The changing of the colors of the cups could represent a changing of culture. And so you as the leader have been so focused on the money, the outcomes, et cetera, you didn't realize that there was a culture change that was going on, and what started off as blue cups ended up as green cups, and now it's too late. You don't know where the blue cups have gone, and that could be your good employees leaving, being replaced by bad employees or not the right attitude or culture that you want for your business. So a great leader will think outside the box, will take a step back from time to time and see what's happening in the entire landscape that they need to keep an eye on, as well as empowering you guys, empowering your teams to focus on the money or the chocolate in this case. So there are many different leadership styles, and I'm sure that you've worked for many different leaders that have elicited many different leadership styles. Let's talk about them. A leader could be a coach. They could be a visionary, they could be a servant, they could be an autocrat. They could be a las fare or hands off leader. The coach typically is motivational, someone who energizes their team. The visionary is someone who's very progress focused, inspirational and sees the future. The servant leader is humble, they're protective over their team. They will do whatever it takes to empower their team. The autocrat says, Hey, it's my way or the highway, you better bring the results. The hands off leader may also be autocratic. This is how we're going to do it, but I'm going to leave you guys to. What other leadership styles do we have? The Democrat, the pace setter, the transformational leader, the transactional leader, and the bureaucratic leader. The democratic leader says, Hey, what do you guys think? They're supportive, they're collaborative, they're innovative. The pace setter, is the one that says, Hey, I'm going to show you how to do it. Let's keep the pace going. They motivate you, they show you the way. The transformational leader is challenging and communicative. They will challenge ideas, challenge ways of doing things, and try and communicate those improvements to you. The transactional leader is similar to the autocrat. The transactional leader says, Listen, I don't care how you get the job done, just get it done and give me these outcomes. And the bureaucratic leader is hierarchical and duty focused, meaning that they just think about their hierarchy. I do my job, you do your job, you report to me. He reports to you, she reports to him. Everybody does their jobs. Your job description is what you need to be doing. And so in reality, most leaders will have a combination of styles and think back to a leader, maybe a good leader, maybe a bad leader that you've experienced. They probably demonstrate a combination of these different leadership styles. So one of the things that I would like for you to do when it comes to the practice part of this chapter, as I'd like you to think about the pros and cons for each of these leadership styles, what is the benefit of a visionary leader? What is the downside of a visionary leader? Think about some leaders that you've worked for. What leadership styles have they elicited? And then also think about yourself. What type of leader do you want to be and create a leadership development plan to try and be that type of leader? So the ten characteristics of a fantastic leader, they have integrity. That means they want to do the right thing. They're confident to do the right thing, and they are driven by that shared vision. They can delegate effectively. A great leader knows the strengths and weaknesses of their team. They deeply understand the work that needs to be done, and they can delegate appropriately. We mentioned the seven seas of communication, a great leader knows how to communicate. They know who they're speaking to, they know how to speak to them and to get their message across effectively. A great leader is also self aware. They know their strengths and weaknesses. I once worked for someone who would start a lot of meetings by saying Listen, I'm not the expert, but I've assembled a team around me who are the experts. And so I'm simply the catalyst. I'm simply the enabler for these good people to do their great work. A great leader is self aware, and as a result, they're always going to be striving to do better and learn more and surround themselves with smart people. A great leader also shows gratitude. It's one thing, motivating people, driving people, getting them to kind of work in a more efficient way, leading by example, et cetera. But a great leader also shows gratitude. Sometimes that gratitude can be verbal, it can be financial, it can be public, it can be private. It can be in your one to one or it can be through a public announcement, but a great leader knows how to be grateful and show that kind of kindness to their team. Going back to self awareness, a great leader has learning agility. They pick up things very quickly. They're open minded to pick up things very quickly, and they're very much committed to trying to improve themselves and to try and develop themselves and the team around them. A great leader also is able to exert influence effectively. There are probably a master networker that knows who to go to to solve what problem can communicate effectively with clarity and is able to influence people, influence them to try and get good things done, and influence them to stamp out bad behaviors, for example. A great leader also shows empathy. We're human beings after all. Sometimes we go through hardships, sometimes we go through great times. A great leader is able to show empathy, understanding, emotional intelligence. They read the room and they know that the business of leadership is about leading people. It's all about people, as we saw on the previous slide. They're able to show empathy and emotional intelligence. A great leader is also able to show courage. They're able to stand up for what is right, and it's like integrity. They're able to see what's right and what's wrong and stand up when they see something wrong. They have the courage to speak up. They have the courage to have difficult conversations. They have the courage to admit when they're wrong, admit their own mistakes. And lastly, a great leader generally is well liked and well respected. And on top of that, they show respect. It doesn't matter about your gender, your ethnicity, your background, your culture, your religion. A great leader will see you for who you are, will be able to get the best out of you and will be able to demonstrate ways that you can improve and support your development journey. So, integrity, delegation, communication, self awareness, gratitude, learning agility, influence, empathy, courage, and respect, the ten characteristics of a fantastic leader. So let's move to the practice exercise. What I would like you to do is to complete the leadership assessment and create a leadership development plan, as well as reflecting and improving yourself. I want you to share your reflections with me, please. I would love to hear, where do you see yourself on the leadership journey? Maybe you're not yet a leader, but you'd love to be that one day. What are you going to be doing between now and then to try and get your skills right so that when you have someone reporting to you or having a team of people that look up to you for guidance that you're going to be the best possible leader. And if you are already a leader, what are you going to do differently? What are your strengths that you're going to continue doing? And where do you think there are gaps that you need to work on? I want to see how you plan to work on those gaps. So let's remind you about this. For each of these ten characteristics, I would like for you to give yourself an honest score out of ten, if indeed, you're a current leader. If you're currently leading people, where do you think you stand on these? Have an honest discussion with yourself. Ask yourself, do I show integrity? Do I show self awareness? Do I, you know, create a culture of learning and development? Give yourself a score out of ten. And where it's not ten out of ten, and by the way, I'm sure there's very few people in the world, in fact, probably zero people in the world that have ten out of ten across all of these. We are all on our own development journeys. We all have strengths and weaknesses, and we could all do with taking a stock check from time to time. So rank yourself out of ten for each of these. The vast majority, I expect is not going to be ten out of ten because nobody's perfect. Create a development plan for each of these and please share it with me. I would love to see what your development plan looks like. How are you going to address these things, and maybe we can have a conversation offline about how you can do that. The other thing is this slide here. Think about a leader that you've worked for that was good and a leader that maybe wasn't so good. What characteristics and leadership styles did they show? And going forward in your leadership development journey, what type of leader would you like to be? I don't think there's a right answer. I think there's lots of great qualities here. Even the ones that might seem a little bit strict and firm, they can also be good leaders, but just with a different flexing of style. So what type of leader do you want to be? What type of leadership styles do you think make for a good leader? And how are you going to try and achieve that in your development journey? Please share your reflections with me. I can't wait to hear from you. So top five takeaways from this chapter. Number one, leadership is about setting the direction, creating that shared vision, and executing, taking people on the journey. The best leaders are people focused. Leadership is all about people. Great leaders are honest, they communicate effectively, and they own their mistakes. Eadership is a never ending journey of development and learning. You guys are here today doing this course because you are committed to excellence, committed to self development, and you are open minded to learning. That is a fantastic quality, and you should commend yourself. The best leaders learn to think laterally. They see the duck. They see the changing of culture. They see the watch, the extra hand, the external influences. The best leaders learn to think laterally, and they take a step back and sometimes see what other people don't see. Best of luck, guys. 7. 6. Introduction to Financial Analysis: Welcome back, guys. I hope you're enjoying the course so far. We now have a technical topic, an introduction to financial analysis. Now, one thing that must be said is I think this is such a deep topic, the topic of financial analysis. It's not for everyone in terms of their interests and job description and a true deep dive into financial analytical techniques should be taught by a trained financial professional, which is not me. But in business and consulting, you do need to have an understanding of the basics, and that's what this course is trying to provide. That's what this chapter is trying to provide. If you have really specialist interest, please go ahead and do a professional degree, a postgraduate degree, and really deep dive into these topics if it's going to be a part of your day to day skill set. That being said, the rest of us who aren't financial professionals still should have a good understanding of the basics of financial analysis, what we're going to be touching upon today is the importance of financial analysis. We're going to be learning the basics about income statements, balance sheets, and cash flow statements, which are the key components of a company's annual report. Imagine that you are going to be assessing, considering the financial health and the financial success of a big company like Apple, Amazon, or any other business. We're going to be looking at their financial reports and making a judgment and doing a couple of quick analyses on. As I said, you're going to be practicing by reviewing a live financial statement for Apple, a well known tech company, of course, and you're going to be looking at the different components of their financial reporting and so that you can understand just in numbers terms, how well are Apple performing? So a company's financial statement is the primary source of data for evaluating their financial performance. Simply put, we're going to be looking at the big companies and understanding how have they been performing from a financial perspective. We look at the balance sheet, we look at the income statement. We look at the cash flow statement. These are the three main components of an annual financial report. We can also do something else, which is to look at the financial statements of their competitors and to see how they compare. For example, if we're looking at Apple, we may wish to look at Samsung. If we're looking at Facebook, we may look at Google as well. And this will drive our investment decisions or our perception of their financial performance. From the analysis perspective, what evaluations can we draw from these different sources of data? Well, the thing that most people are interested in is profitability. Now what does that mean? It means how much money a company has made in a defined period of time. That's a mathematical formula. Revenue minus costs. What's revenue? Revenue is how much money the company has generated by doing stuff. Amazon, for example, that we'll see in this chapter is well known for being an online marketplace, but they also do non marketplace stuff. Amazon will do Amazon Prime. They might do Amazon web services. They might do a whole host of other things, financial transactions, et cetera. So the revenue is how much money Amazon generates. Their costs is how much it costs them to do business, the rent on the buildings, buying stock, paying their employees, et cetera. And revenue minus costs, when you minus those, you get profitability. This is how much net income that they're generating. This is how much they're able to keep for themselves as profits. Solvency is an interesting word that you may have heard. It demonstrates a company's ability to meet its long term financial obligations. Other words, am I likely to do business with or invest in a company that doesn't have their ducks in a row, that they don't seem to have the capability to commit and to pay their long term financial obligations? Do they have the assets? Do they have the property? Do they have everything that it takes to be successful in the long term? So assessing their solvency is a way for us to judge their ability to do long term business and meet their long term financial obligations. Liquidity. This is something that you may have heard as well. Almost it's similar to solvency, but in a shorter time frame. Does Amazon have enough cash or other things that it can convert into cash quickly? To meet their short term financial obligations, their bill that is due next week, the rent that is due on their factory, the employees' salaries that need to be paid. If I was to be doing business with Amazon, for example, I would ask the question, how liquid are they? Are they able to meet their short term financial obligations? If so, great. If not, I might reconsider investing or doing business with. Stability. This is very important. Stability shows consistent performance over time. You would look back at historical records, historical sources of data, and make an assessment. Does this business do well year after year? Have they shown a consistent level of performance? Have they been resilient in difficult times? Let's think back to COVID for the COVID pandemic. A lot of companies really struggled. How did this company perform during COVID? Were they resilient? Were they able to adapt their business model? Did they have enough cash reserves to stay solvent? And so the stability often gives an indication as to the leadership to the core team that they have, the core capabilities that they provide. And maybe it gives you an indication that they have a very nice, broad service or product offering and a loyal customer base. So that's stability, consistency, over time, consistent performance, and resilience during tough times. And so what we can do is that we can look at a company's past performance, assess the current market, and give an idea of their future performance. Is it worth investing in this company? Is it worth doing business with this company? And you can also compare that with other businesses in the same sector to see how do they perform against the competition. So financial statements are one of the key methods to convey the financial conditions of a company, and they consist of three major components. The income statement the balance sheet and the cash flow statement, as we mentioned. The income statement has the revenue on it on a single row. That's how much money the company has brought in through its activities. The expenses, as we mentioned, this is how much money it costs them to keep their business afloat, rent, bills, utilities, salaries, et cetera. When you minus one from the other, you get net income, another word for profitability. Earnings per share is also something that you're going to see on an income statement. It gives you a good idea as to how well they're doing. It influences the stock price of a company. It's a ratio that shows how much profit are they're making per share of company that exists. So it's a nice way for you to have a look and compare companies and say, What's this company's EPS, the earnings per share, profit per share, same thing, compared to this company. And that might give you an indication as to which company is doing better or which one might present as the better investment opportunity. The balance sheet. The balance sheet is a snapshot in time. It gives you an overview of what the company is worth today. It shows assets, which is stuff the company owns. An asset could be tangible or intangible, meaning real and physical or conceptual. It could be something like a building, a machine, stock, or it could be something like a trademark, knowledge, a patent, for example. The liabilities is what the company owes to other people. Have they taken a loan from a bank? Have the investors in the company issued a bond, which is like a loan issued by the investors of the company that needs to be paid back? Are there any other liabilities? What do they owe their customers? What do they owe their partners? And when you take assets and minus it from liabilities, you get a true picture of what a company is worth. That's called stockholders equity, otherwise known as shareholders equity. Assets minus liabilities, you take away from what you own, you take away what you're owed or what you owe others, I should say. That gives you a snapshot of what your business is looking like. And if that number is positive, then that's good. It means you're in a strong financial position. It means that you're in the positive. What you own is worth more than what you owe others. But if that number is negative, then that could indicate some financial problems. Cash flow statement. It gives you an idea as to how liquid a company is in terms of cash. It's an overview of their cash in hand. Money comes, money goes, money is spent, money is brought in. But in a given period of time, what were the cash transactions? That's what a cash flow statement shows. Going back to that first one, the income statement shows the profit and loss of a company over a period of time. You'll see a row that talks about revenues, how much money that is generated. It also shows you the expenses and all the different components of expense in the different categories. When you do revenues minus expenses, you get what's known as a PNL, profit and loss. Hopefully, if a company is doing well, this will be a positive number that will show profits that we are making more money than we're spending and a company that is really struggling to perform, maybe they're not resilient in the market, maybe they're really struggling with something that the government has done, maybe with taxes or rates, maybe consumer behavior has changed, and eventually they fall into the red zone and start making losses. Their expenses are bigger than the money that they're able to bring in and therefore they're in some serious financial trouble. So let's have a look at Amazon. I'm going to let you take a look at this for a second. On this side, you can see the 2025 numbers, the 2026 numbers, and the 2027 numbers for the year ended December 31, which is the full financial year or the calendar year, I should say. And in this, you've got lots of different rows of data, product sales, service sales, operating expenses, operating income, et cetera. So someone who is skilled in looking at these and making a judgment and doing financial analysis will be able to quickly understand what part relates to what? Here we have revenue, net product sales and net service sales. Amazon has products, and it also provides services. So this is the amount of money in millions of dollars. That's the units that are used that Amazon has got in revenue. So as an example, their total sales, their total revenue for 2015 was 107 billion with a B billion dollars. This next section looks like operating expenses. The cost of sales, fulfillment, meaning how to actually deliver the products and services, marketing, technology, et cetera, operating income, interest income, et cetera. So this takes the whole picture. So their total operating expenses was $104 billion. That's how much they paid out of pocket to make this happen. The total non operating expenses are expenses in other forms that might be paying back loans or other financial obligations, cost them $665 million. When you take revenue and you minus expenses, you're left with profit. Their income before taxes was $1.5 billion, then they paid their taxes in these two rows here and their net income, how much money did they actually take home as profit after all things are said and done, $596 million. I have my phone here. Let's do some quick maths to make sure. I don't know if you can see my phone. Let's see what numbers we're going to be putting in there. So the total net sales was $107 billion, so we're going to go 107006, and that's the starting number. Let's take away total operating expenses of 104773. We're also going to take away other expenses, the total non operating income. So we minus 665 from that, and we're left with 1568, which is this number here. And then you're going to make them pay their taxes, of course, minus 950 and -22. And we're left with 596, which is how much money, $596 million that Amazon made in 2025. Let's also use this to compare them. In 2016, Look at that. From $596 million in profit, they improved to $2.3 billion of profit. And the year after that, 2017, $3 billion of profit. What do you think that tells you about the way they conducted their business 2015-2017? What impressive growth that the company saw in terms of their revenues and also in terms of their profits, as well. A balance sheet, like we said, is a snapshot of a company's financial health at a specific point in time. It's made up of three sections, similar to the income statement. It contains assets. As we mentioned, these are assets is stuff that they own, either physically or hypothetically. It shows their liabilities, stuff that they owe others. And when you take assets and minus from it liabilities, you're left with shareholders equity, which gives you a true snapshot as to what the company is worth. The assets can be grouped together either through sorry, they're divided into whether they're current or non current, current meaning over the next 12 months, is there likely to see some movement in this asset over the next 12 months? If so it's current. If it's something a bit more long term, it could be non current. So what are they? Cash and equivalents of cash, things that can be converted quickly into cash. These are current assets. They come and they go. Account receivables is money that is owed to the company that is due imminently that hasn't yet been paid. And inventory, stock that has been bought, that is worth something that hasn't yet been sold, but it will probably be sold within the next 12 months. That's your current assets. What about non current plant property and equipment? You're not likely to sell machinery buildings within the next 12 months. It's generally a more long term investment. And your intangible assets as we described before, knowledge, patents, trademarks and websites, these things, these are non current intangible assets. You're likely to keep them over the long term. This makes up the asset component of the balance sheet. What about liabilities? Stuff that they owe others. Again, current, we owe these things within 12 months, and non current, we owe these things in the longer term. Accounts payable, similar to account receivable, which is I'm owed money by a customer that it's coming any day now. In the same way, I owe other companies, customers, partners money. I'm still holding it now, but it's due very soon within the next 12 months. Current debt, maybe you've taken a loan, a business loan with the bank or there might be bonds as we mentioned before. There may be a longer term debt that's due to be paid back over 20 years, but it has a current portion. We have this much to pay in the next 12 months for the long term debt. There's your current liabilities. What about your non current? Well, maybe your investors, as we mentioned before, had issued some bonds, which is like a loan, and we need to pay them back at some point in the future, beyond 12 months. And there may also be some long term debt, a 20 year loan, for example, or other types of debt so when you take assets and you minus from it liabilities, you're left with the true snapshot of what a company's worth. The shareholders equity is made up of two things, the share capital, which is how much money the investors originally invested in to try and generate those shares and secondly, retained earnings. Imagine last year we made $3 billion as Amazon. What did we do with that money? Maybe we gave some to shareholders. Sure. Maybe we reinvested it, but some of it we're just holding. We're holding it as retained earnings that we may choose to do something with later. And so that's retained earnings. So these two together give you a true value, true idea of how a company is doing financially at this moment in time. And remember, if that number is positive, which is in Amazon's case, they're doing very well, and if it's negative, it could indicate fines of financial struggle. Let's have a look at the balance sheet for Amazon. I'll give you a minute to have a look at this. You can see here you've got a section called assets, a section called liabilities and stakeholder equity, current assets, property, accounts payable, long term debt is here, stock prices, et cetera. Let's try and break this down. So you have the assets up here, and the total assets here is worth $83 billion. That's how much Amazon have in terms of the stuff that they own, the inventory, the stock, the properties, the factory, everything that they own, probably their vehicles as well. And in terms of the liabilities, well, their total liabilities, current portion of their liabilities, $43 billion. That's how much they own. This was in 2016, as you can see there. So they have $43 billion in current liabilities, but then they also have some long term debt and other long term liabilities, which are these two numbers here. So when you take this number $83 billion and you -43 -7 billion -12 billion, you should get the total stockholder equity, which is $19.2 billion. That is a snapshot in time in 2016 as to what Amazon is worth. Let's compare that to what happened in 2017. They went up from $83 billion stakeholder equity to 131 billion. Again, it really shows you how well they were performing in that period of time. The last thing, the cash flow statement. It shows, as we said, how much cash is made and used up in a given period of time. You start with an opening cash balance from last year. This is how much money we have on the account. It's almost like a piggy bank. This is how much money I have. Then you generate cash from operating activities. You may use up some cash investing it somewhere and you may make or use up cash from financing activities. So what you're left with is a closing cash balance. You start with ten plus one minus one plus one, and you're left with 11 as an example. Let's again look at Amazon's statement. Again, I'm going to give you a second to have a look at all the different components here that you can see. You can see at the top, you start with an opening balance. It then talks about the net cash that was used in operations, and here all the different types of operations that Amazon have. Then they had investing activities and all the different components of their investing activities. And then lastly, you have financing activities and all the different things. How much loan did we pay back? Did we issue new debt, et cetera? And lastly, they have a line here which we haven't seen, which was the foreign currency effect. So in different countries around the world, they have different foreign currency exchanges, and this is how it impacted their cash balance. It tells you also what was the net increase or decrease, and it gives you the closing cash balance as well. Here we have the opening cash balance. In 2014, that was $8 billion. They then operated their business and the operating of their business provided them with an extra $6,000,000,000 in cash. From the investment standpoint, they made investments. That's what's indicated by the brackets. That's a negative number. So they invested $5 billion into different things. From a financing perspective, they were able to make money. So they clearly were either paying things back or they were able to generate income through their financing activities to the tune of $4 billion. The foreign currency effect negatively impacted by 310 million. And so what happened was they were left with a net change from this 8 billion up here, they gained another 5.8 billion and their closing cash balance was $14.5 billion. And how did that cash balance change year on year? So they started with 8.6. They grew that to 14.5 billion. That 14.5 billion became the opening cash balance for next year. They grew that to 15 and the 15 grew to 19. So again, it shows you how successful Amazon were 2014-2016, that time period, they were doing well from their revenues perspective, from their assets perspective, but also from the cash they were holding. So they were doing very well, indeed. So these statements alone, sure, they give you an idea of how the companies are doing. But these statements can also be used to perform meaningful investment analysis. And like I said, if being an investment professional is part of your career, please go and do a really, really professional, high quality university degree postgraduate course. That's really going to give you some robust skills that will probably take months if not years to complete, so that you can become an investment professional. The rest of us who just want to understand some of these terms and understand where they may be used, there's a term called net present value and a term called internal rate of return. The net present value shows you how much money in hard cash an investment could generate over a period of time. The internal rate of return on the other hand, is the percentage return on investment that something is expected to generate over that period of time. So for example, if I said to you, crudely speaking, let's invest $10 million into this idea. And you say to me, Okay, well, how much money am I going to get back if I invest $10 million? I would say that the net present value for this investment would be $1 million. That means that we invest ten and we take out 11. And so how much money and hard cash on an investment could generate over that one year period $1 million? That would be the net present value. But if you wanted it as a percentage, I would say the internal rate of return was 10%. Because $1 million is 10% of 10 million, and we're going to be generating that $1 million, 10% in that time frame. So NPV is how much money that an investment should generate. IRR is the percentage return on that investment. Let's not overcomplicate it. If you do want to learn more, please reach out. I'm happy to suggest some courses and some great institutions to partner with and to try and learn more about this. But this I think is sufficient for those of us in the non financial space, but who do need to understand the value of these terms and where they may be used in these conversations. So let's do some quick practice. I want you to go to the Apple website and download their third quarter 2022 financial statement. I'm going to show you a list just now of all the different things that I want you to find, and I want you to try and find them and identify what those numbers are. Write them down. I would then love to hear your reflections on what you've learned in this chapter, but also how do you think this will impact your ability to make investments in the future or to make a judgment on the operating of a business in the future. Do you now understand revenues and costs in a different way than you did before? I would love to hear your thoughts. So let's go ahead and do the example. Let's go to investor relations once you search Apple Financial Statement. And you have here 2022 fourth quarter financial statement. And what I would like you to try and go away and find is the revenue, the expenses, the P&L, the total assets, total liabilities, the snapshot, shareholder equity. And then I also want you to find the opening cash balance, the closing cash balance, and the cash from operating, investing, and financing activities. Here's where you need to go and get. Take a screenshot. Good luck, guys, and in a moment, we're going to go through it ourselves. Okay, we're back, guys. Hopefully, you were able to find that. Let's run through. So here is Apple's income statement. Let's zoom in and see if we can find the right numbers. Let's go back out for a second. This was the three months ended, and this is the 12 months ended. So we want the 12 months ended. So we're not looking back at the quarter, we're looking back at the whole year. So where can we find the revenue? That's total net sales. So the total revenue that Apple generated in sales was $394 billion at the end of 2022. What were their expenses? $51 billion. Here we have their net income after taxes, $99,000,000,000 of profit at the end of 2022. That's just incredible. Now, the balance sheet. Hopefully, this should be a little bit easier because generally, when companies make their financial reports, they separate these out into easy to see sections. So the total assets, $352 billion. Think about what Apple owns in terms of its stock, the physical stores, et cetera. What about their liabilities, what they owe other people? Their total liabilities, $302 billion. Minus the two, you get shareholder equity, which was $50 billion. That's their snapshot in time. Lastly, the cash flow statement, how much cash is coming and going and what's it being spent on. Let's zoom in now. The opening cash balance right at the top there, $35 billion. That's what they started start of the year. So that was the end of 2021. That's what they started with in 2022. The cash generated by their operating activities, $122 billion. That's them selling their iPhones and different Apple products. That's how much cash they're generating. What about their investments? Well, they used up the brackets, remember, means a negative number. They used up $22 billion in making different types of investments, payments for acquisition of property plant equipment, payments in connection with business acquisitions, et cetera. What about their financing activities? Looks like they paid back a lot of what they owed the banks and other people, $110 billion. This number sticks out, repurchase of common stock, repayments of debt. So they obviously spent $110 billion paying some of their liabilities. And the ending cash balance was $24.9 billion. So top five takeaways from this chapter, a little bit of a technical chapter, I know. Financial analysis is used to evaluate a company's historical and can be used to project their future financial performance. The income statement shows the revenue, expenses, and PNL of a company over a specific period of time. The balance sheet provides an overview of what they own, their assets, what they owe, the liabilities, and what's left the stockholder equity within a given period of time. The cash flow statement shows how much cash has been generated and used in a given period of time. Financial statements are also used to assess the attractiveness of a company's future projects and initiatives as well. Do we want to do business with them? Are they a good company? Are they resilient? Do they have stability in the long term? Thank you very much, guys, and best of luck. 8. 7. Introduction to Economics (Part 1): Welcome back, everyone. Thanks for joining us for this next topic, an introduction to economics. This is another technical chapter. I don't think this is something that you're likely to use on a very day to day basis, but I think it's really important for all of us to have a fundamental understanding of the key concepts behind economics, because I think it fundamentally shapes the way we work and the economies that we work in. So the objectives for today's session, you'll learn about the economic inputs and outputs. You'll learn about the difference between macro and microeconomics. You'll learn about the drivers for inflation, which is very important. You will learn how government policies can impact the overall economy. So economics is a social science that studies how society uses its resources to produce goods and services. It's a science. It's a study. And at the heart of it, economies have inputs and outputs. It's a simple trade. You're going to be using something to do something else. And that generates value, and that's how we look at productivity in modern society. So economic inputs can be land. So this could be agriculture and farming. It could be real estate, you're growing things through the ground, you're selling land, and is of value to an economy, a country. Labor, so people and the use of people to produce things, to create things, to be productive in society. What else do countries have or economies, I should say. They have enterprise, which is businesses, it's entrepreneurship, it's activities that do something differently that change the world. And of course, capital. Maybe you're from a country that has an extreme amount of wealth, maybe through oil or other natural resources. And over the years, you've accumulated a lot of wealth. And so what do you do with that wealth, you invest it and you can use it for other benefit as well. And what are the economic outputs? Well, it's goods and services. Goods are things, services are things that we do. So, for example, you may live in a country that has a lot of natural, you know, vegetation and some of the goods that you're exporting might be bananas. It could be coffee, it could be cotton. It could be diamonds. So it could also be something that you're producing and manufacturing. Think about Germany, for example, very well known for manufacturing vehicles. Think about China and some countries in Southeast Asia, very well known for manufacturing clothes. So an economic output could be that you're using some of your land and your materials and your labor to produce goods. And what about services? You might have a certain skill set. Your country might be very well known for education or for training. And for building a skilled workforce that provides certain services. Or you may have created an ecosystem. Think about Wall Street. Think about, you know, these financial institutions that exist and ecosystems that exist that provide services. Maybe you provide healthcare services, financial services, logistics services. What is your country or your economy well known for? I would love to hear your thoughts. So within the study of economics, there's a number of interesting terms that I would like for you to know. Again, if you are really deeply interested in this, please go away and do some further studies. You could do diplomas, you could do MBAs and other higher degrees that will really allow you to deep dive. This is a short introduction. So the purpose of this is to try and introduce some topics to you, introduce the terms that you should be aware of in your day to day workplace. But if you're really interested, please do study this further because it really is fascinating. So some interesting terms to know. Well, macroeconomics studies the overall national economy. Think about a country or a region. That's macroeconomics. Microeconomics studies an individual entity. It could be a business, it could be a market. It could be, you know, your household, for example. So macroeconomics thinks big, microeconomics looks at individual entities. Here's some interesting terms and concepts that I think it's worth knowing. GDP is one of the big ones, gross domestic products, and this is in the context of macroeconomics. GDP is the total value of goods and services produced by a country, typically. In one year. So think there's a defined period of time, which is one year. How many goods and what's the value of all the goods and services produced by this country in one year? That's the GDP of that country, gross domestic product. And this is extremely helpful because it gives us an idea as to how productive and politically, economically strong a country is. Think about the larger economies of the world, China, the United States, for example. They typically have very big GDPs. They are producing lots of goods. They're providing a lot of services to the world. Think about much smaller countries. Think of a really, really small country that maybe doesn't have so many natural resources or has a low population. Relatively, their GDP, their value add, is going to be relatively low compared to China and the US, for example. One way that we compare countries with one another is by comparing their GDP, but it can be slightly misleading because how are you going to compare the GDP of China with however many billion population that they have compared with the United Kingdom, geographically much smaller, population much smaller. And so there's a concept called GDP per capita, where you take the country's GDP, the gross domestic product, the total value of goods and services produced by a country in a year and divide that by the population number. And then what you get is a GDP per capita. It shows you the value or the productivity of that nation per person. And that's how sometimes we compare countries, GDP per capita. And we watch trends. So year on year, has this country improved its GDP and GDP per capita? How do two countries compare? And it shows the relative strength of those economies. Inflation. Another very important term. Inflation. I want you to imagine a supermarket basket. I want you to imagine that you've gone to the supermarket and you've bought some milk, some bread, some eggs, some cheese, whatever items that you have. And I want you to imagine buying the same basket of goods, the same items 20 years ago, ten years ago, and today. The price that you paid will be different in all three. And typically, you'd expect to pay more today than you did ten years ago and more ten years ago than 20 years ago. This is inflation. It is the general increase of the costs of goods, of a typical basket of goods, as we say, over a time frame. So typically, you'd look at this and say, inflation has gone up by 1% this year. Inflation is 3% in the last three years, for example. That means that the average cost of buying a basket of goods has gone up by 3% in the last three years. And that's a reflection of how things are costing people. It gives a reflection of the cost of living. And so wages need to reflect inflation. Investments need to reflect inflation. So it's a very important concept, and governments have a very strong hand in impacting that. Employment, of course, employment is another thing that we look at to measure productivity and economic strength. What is the employment rate in that country? Is it 100%? Is everyone employed and ready and working? Is it less than 50%? Is less than half the population able to find work and deliver work? And so employment rates are indirectly or directly in a sense, but indirectly linked to GDP. Employment, the more people you have in your society, who are productive, who are healthy, who are employed and providing value in society, the more likely you have to have a productive and highly economic society. The government, of course, has a very important role in economy building, and we'll talk about some of the policies that they can implement to try and improve or stimulate the economy or to kind of change people's behaviors. Another interesting term is an economic impact assessment. You might have heard of this on the news that there's an economic impact assessment. What this is, this is effectively a study that looks at a particular project or policy and says, Okay, if we were to implement this, what would be the economic impact of doing so? Would it be good for the economy? Would it be bad for the economy? How much more money GDP would we expect by doing this initiative? For example, funding school lunches or building homes for people or investing in a particular type of asset, lowering the interest rates, increasing the interest rates. All of these could be different projects and initiatives, but they all need an economic impact assessment so that we know what we're getting ourselves into when we undertake this project. What about on the microeconomic side? There's a few interesting terms. Let's imagine you're looking at a specific market, specific industry. Let's talk about the automotive industry, cars, let's say, market equilibrium means that the supply and demand are equal. When a market is in equilibrium, it means that there is good demand and good supply, and they kind of meet each other in the middle. When you need something, you have access to it, and when you've created something, you have people to buy it. And so when the market is not in equilibrium, you create this sort of supply demand gap, and that drives prices, that drives behaviors. Market structure. Let's also think about the automotive industry. When you think about market structure, it's asking the question, how is this market structured? Is there one big company that's running the show, or are there loads of companies? How easy is it for a new business to enter this market? What prices are the cost, you know, the goods that are being sold, the vehicles in this context, in this example, how expensive are they? How easy is it for new players to enter the market? How well regulated is it? So these are the kind of questions that you need to ask when you're analyzing. Remember, economics is a study. It's a science. We're looking to think about things and understand things, psychology, behaviors. And so market structure simply looks to define a particular market and to try and understand what makes it State owned enterprises is another interesting concept. Those of you who live in the Middle East might be very familiar with this, but it also exists around the world. State owned enterprises are businesses that exist not simply to make profit, but they're owned by the state, by the government to provide a social or domestic purpose. Think about a public need, for example, and the government decides that they want to build or create a state owned enterprise in order to try and provide that service at a reasonable price. There may be some profits made, but maybe those profits are reinvested in the business, or it's not really about the profit. It's about creating a sustainable business and providing that service for society. Let's think about a couple of examples. Aramco, those of you who know the Middle East market well, Aramco Saudi Aramco, is Saudi Arabia's national oil company. They are producing oil, petroleum, exporting it to the world. And they're doing so state owned in order to funnel that cash flow back into the country and provide those services to the country. In the UAA, there's a company called Etislat that's now called EN. They are a state owned enterprise to provide telecommunication services for the population of the UAE. Adnoc Abu Dub National Oil Company. Again, similar to Aramco. They are a state owned company that is used to extract oil, sell it, and to reinvest those funds to provide social services for the people of the UE. You may not know this. The United States Postal Service in the US. It's a state owned enterprise. It's effectively a postal service for the United States that is there to serve a purpose. Yeah, sure, it may make a little bit of profit, but it's not there solely to make profit. It exists by the government owned by the government in order to provide that service. 9. 7. Introduction to Economics (Part 2): So what other interesting topics are there within the study of macro and microeconomics? So opportunity cost is kind of similar in concept to an economic impact assessment. The opportunity cost is this idea that if I'm going to do X, I'll need to give up something over here, and that's your opportunity cost. Let's take an example. If I was a business owner and I wanted to, let's say, open a new factory because I wanted to create more products. I wanted to fulfill more orders. I wanted to diversify our product range. The money that would be required to build that new factory would need to come from somewhere. I'd need to give up something in order to build that factory. And so that would be the opportunity cost. What am I giving up in order to pursue the building of this new factory? So, for example, I could have hired more workers. I could have paid better salaries. I could have bought more stock. I could have spent more in advertising. I could have built more machines to manufacture more things. So that would be the opportunity cost in order to build this new factory. Correlation and causation is a fun topic, and it's a very important part of the study of economics. Correlation and causation basically look to different variables and see are they connected in some way. Correlation means that two things are connected, but not necessarily related. So for example, when something goes up, the other metric goes up at the same time. I'll give you an example of correlation and causation. When I go to work, typically, the more hours I work, the more money I get. So if you looked at an annualized salary, often you might find that people that work more hours get paid more money overall over the course of a year. People that work part time working less hours probably are going to earn less money over the course of a year. That's correlation and causation. Let's look at exercise, for example. On average, people that exercise more will probably weigh less. It's I guess it's common sense. The more you exercise, you're taking your steps. You're going you're going to the gym, you're going cycling, you're going running, you're playing a sport. The more you exercise, the chances are the less you will weigh because of the benefits of exercise, correlation and causation. Interestingly, there's a couple of examples here of correlation without causation, and this is where economists get very excited because it's good fun. People who own pets also live longer. So people who have a household pet think of a dog or a cat or, you know, something that you can take out for a walk tend to live longer. Now, you might say, Okay, well, let me go and buy a pet, and I'm likely to live longer. But interestingly, they're correlated, but they don't necessarily cause one another. Just by owning a pet, just by buying a pet isn't going to make you live longer, but the studies show that the people who do choose to buy pets tend to be more outdoorsy and outgoing, tend to do more exercise. And tend to be more social, and those things have a relationship with living longer. So it's not the owning a pet that makes you live longer. It's something else. Let's take another example. There's a correlation between ice cream sales and people drowning. And you might be like, How? So in the summer months, the ice cream sales go up. Imagine you live in the UK, where I grew up, and in the summer, you go to the seaside or you go to the park, and the ice cream vans come out of hibernation and you can enjoy some delicious ice cream because of the hot weather. And also in the summer months, the sea temperature, the water temperature is a little bit cooler, so you're more likely to want to go swimming. So in both cases, the number of ice cream sales go up, and the number of drowning events unfortunately go up as well. And so you can't say that eating ice cream causes more drowning or, you know, people who go swimming eat more ice cream. It's the weather, but you can see that to the untrained eye, if you were to just look at the data, you say, Yep, well, as the ice cream sales go up, the number of drowning goes up, too, so they must be related somehow. So that's correlation but not causation. And there's loads of examples of this in economic theory. Alright, let's move on. Oh, developed economies, developed countries tend to have a higher GDP per capita while developing ones are faster growing. Let's take a closer look at this one. So here's an interesting bubble chart. We have on this axis, shall we say, growth. So this is GDP per capita Kega which is the growth of GDP 2008-2017. And on the X axis, we have GDP per capita in US dollars in 2017. So this axis looks at the GDP per capita. This access looks at the growth of that GDP over this period of time. And the bubbles in green, you can see are developing economies, China, India Indonesia, Thailand, Philippines, et cetera, and the more developed economies are the blue bubbles, the USA, Netherlands, UK, Germany, et cetera. You can see a very interesting and clear trend here. There's a group of countries here, which all happen to be developing green countries and a group of countries on this side. So what can we learn from this? When the GDP capita is very high, Countries tend to reach a state of equilibrium. Their growth becomes less exponential. And so that's why they score more low, 1%, 2%, 3%, this sort of level on the growth metric. So year on year, they're not growing as much anymore because they reach some sort of pretty decent equilibrium. And that represents what they're up to. They're developed economies, they're mature economies. They have processes and systems and governance in place, and they have now worked out what their economy is all about. They've understood their natural resources, they've understand their goods and services. They understand their market well, and they are, you know, catering to the supply demand. On the other hand, developing economies, because of their name, because of what they are up to, are still growing and developing. Maybe their education levels are improving, maybe their skill levels are improving, maybe their workforce is improving, maybe their international relationships are improving. And as a result, they have much higher on average growth rates, but on average, because they're still developing, they have a much lower GDP per capita. So a couple of interesting insights between the relationship of economic size and growth. Economic size, as we said, is a function of economic output per capita multiplied by the population, right? So if you look at an individual person's productivity, multiply it by that, that's how big the bubble is. That's why China is a very big bubble, and the USA is a very big bubble because you're looking at the productivity per person, multiplied by the population, that gives you the overall GDP. That's what's represented by the size of the bubble on this graph. Economic size and growth are normalized to population most of the time per capita, because it allows us to compare countries a little bit more easily so that you can compare China, which is huge to a very small country like the UK in comparison. So, countries have different economic compositions which change over time. That's something that's very, very interesting and something that may not be obviously apparent. And the other thing is, they may also change over time, and they may also change depending on which country that you're looking at. Let's take three example, United States, Germany, and India, three quite different economies in three different continents. The US's GDP in 2013 was 14.2 billion, and that grew to 15.4000000004 years later. Germany's GDP was 2.8 billion, and it grew to 2.9 billion in that same time frame. And India's GDP was 1.3 billion, and it grew to 1.7 billion in that same time frame. So the first thing to take away is that in a period of time, GDP can grow. It reflects that period of time what the government has done to stimulate the economy, the productivity of the workforce. It could even represent the growth of the population in that period of time, as well. Maybe a natural resource was found. Maybe a skill set was developed. Maybe there was a global demand in that time frame for some of the goods and services that that country produces. So the first thing to bear in mind is that GDP can change over periods of time. Secondly, let's look at the actual composition. Let's take this, for example, the US. They have a majority, what is it 26% of real estate and business services. That is the majority in 2013 that made up their GDP. That was just over a quarter of their GDP was made up by real estate and business services. And you look at some of these other buckets, as well, social services. You have wholesale and retail. You have manufacturing, you have public administration and defense. So this is what the US spent. And this was the contribution, not necessarily spent, but this was their contribution of these sectors to the overall GDP. So this adds up here to 100%, which adds up to 14.2 billion dollar of GDP in 2013. Now, interestingly, that changed over four years. The percentage went up for real estate. It went up slightly for social services, and it went down in some other areas. Let's take Germany, for example, I stayed the same between these two time periods. So real estate and business services remained 25% of Germany's GDP, even though the GDP did change a little bit. And more or less, this is an example of GDP that remains stable. There was some sort of marco equilibrium in Germany over that four year period where more or less, their GDP was pretty similar and the composition remained pretty similar. That's a mature country that says, Look, we know what we're doing. We know what we're good for. We know that we do manufacturing very well. We do real estate and business services very well. We do social services very well. This is what we focus. Let's take India, for example, a developing country. Notice that even though the numbers are, you know, all of these blues are in the same position, so we can compare the countries easily. But actually, 17%, their largest percentage, along with what was it, manufacturing, came from something that the other two countries are not really interested in, which is where is it now? It has agriculture and mining. Let's think of India for a second. It's a country with a lot of space and a lot of natural resource. Of course, agriculture and mining is going to be much higher than Germany, for example. And it's also interesting how things change over time, as well. Look how manufacturing decreased in India from 18% to 15% in that four year period. Look how agriculture and mining changed from 17% to 14% in that four year period. But whereas there was an increase in real estate and business services, there was an increase in social services and some of these other areas as well. And so that reflects India's changing economy. They have decided actually we're going to double down on certain industries because we see a future in them, and we're going to rely less on certain other industries. Let's think back to the Gulf Middle Eastern countries from many, many years ago. It wouldn't surprise me if their GDP composition in the early days was very heavily reliant on oil. And petroleum. But now look at the UAA, look at Saudi Arabia and how their economies are developing, maturing, and changing because their leaders are saying, Okay, we need to diversify our GDP, which is a smart move. And so they are having more balanced contributions to their GDP, which allows for long term sustainability and growth and not over reliance on one particular industry or another. 10. 7. Introduction to Economics (Part 3): So inflation, interesting topic. Very close to all of our hearts, I'm sure. It's the constant rises of prices of an economy, and it has three main drivers. So it's a quantitative measure. It's a percentage, it's a number. Imagine, like we said, a basket of goods. Imagine you're going shopping to a supermarket, Tesco car or wherever you guys go shopping. And I want you to imagine that you've, like I said, milk, bread, eggs, cheese. When I was growing up, a weekly shop probably costs about 40 pounds in the UK. When I became an adult, I was easily paying sort of 90 pounds. And now in 2025, I don't know how much does it cost? I hear your I'd like to hear your feedback. How much does it cost in the UK now or in whichever country that you're from? How much does it cost to do your weekly shopping? Probably well over 120, 150 pounds. And so that is inflation. It is the increase of the cost of selected goods over a period of time, and that reflects so many different things. So the drivers for that, the drivers for any change in price are threefold. One example is a demand pull. Demand for goods exceeds the production capacity. I want you to imagine Tesla, the car manufacturer, Elon Musk's Company. And I want you to imagine that they make a revolutionary solar charging car. Solar panels on top. And when you drive the car, there's enough sunlight in whichever country you live in to charge the car and to provide the energy. Imagine how revolutionary that vehicle would be. But then imagine that Elon Musk only said, I'm going to make 100 vehicles. Imagine what the demand would be for that vehicle. That would raise the price so high. Because everyone would be scrambling to try and get their hands on this one, you know, energy making self driving car that doesn't even need any sort of fuel because it's all solar charged. That would be an example where the demand for goods or services exceeds the production capacity or exceeds the supply, and that would raise the price of that product causing the inflation. What about cost push? Cost push is another example, but think about it from a different lens. If you're making a product and then all of a sudden you as the manufacturer, simply it costs you more to make that today than it did yesterday. You're going to pass that cost onto the consumer. And so cost push drivers are when production costs increase prices. Let's take the example of semiconductors, these little microchips processes that go into all of the electronics that we have, our phones, our smart watches, TVs. Slowly but surely over the years, the cost of these things have been going up. Maybe because of the raw materials that are required. Maybe those are in shorter supply than they once were, maybe due to other manufacturing costs going up, the cost of labor, other taxes and things that may be happening around the world. And so, inevitably, the cost of our electronics have slowly risen in recent times, not necessarily because there's not a demand for them or there's too high a demand for them. There's probably a decent equilibrium. If you want to get an iPhone or Android phone, you could probably go to the store and get one. You wouldn't have any problems with supply. But what's been increasing the cost year on year is the price of semiconductors and other electrical equipment. So the cost of a television today costs significantly more than what it used to, also because the cost of the company making the television has gone up. That is a cost push driver. Another example is a built in inflation, which is when prices rise, wages will rise too in order to maintain those costs. And that means people have more money to spend. They buy more stuff, the cost goes up and it cascades upwards. Let's take the example of the Zimbabwe economy back in 2007, where it went through its period of worst hyperinflation ever. I can't even tell you the percentage because the number is too big, but the inflation that that country saw back in 2007 at its worst was incredible. And this was because the government was printing more money to try and, you know, satisfy more people. People were putting up prices because they knew more money was in circulation, and so people would demand higher wages in order to satisfy buying something that had gone up 100 205,000% in price. And then this meant that the government was printing more money to try and meet that demand. And so it was a cycle, a vicious cycle. And so inflation went through the roof. And so when the cost of goods rise, wages have to rise to an extent to try and allow people to meet those things because otherwise the entire system collapses. So those are three examples of drivers affecting an inflation in price. So governments have a massive role to play in influencing our economy. They exercise monetary policy and fiscal policy to influence the economy's activity. Monetary policy focuses on money. It regulates the supply of money and the cost and availability of credit to change our behavior. It's either going to incentivize saving or incentivize spending. It's indirect. It's a little bit less impactful and it's carried out by the central banks. So remember, it's focused on money and it's done by the central banks. And the idea is to incentivize either us as, you know, the population to save or to spend. Let's take an example. In response to COVID 19, the US Federal Reserve lowered their interest rates to almost zero. And that meant that people found this attractive. They said, Hey, you know what? I can go and get a credit card. I can apply for a loan or a mortgage or a car loan. I can start a business, I can take a business loan. And by almost decreasing those interest rates to almost zero, it stimulated the economy. It increased lending, which meant there were people had little access to cheaper money or cheaper loans, we should say that stimulated the economy. Let's take another example, fiscal policy. So fiscal policy are measures not necessarily related to money or interest rates that governments use to address spending and taxation and to do the same thing to create economic stimulus. It's a little bit more direct. It's a little bit more impactful. But as we saw in Zimbabwe, it risks inflation. And as we said, it's carried out by the government. Let's look at another example. In response to COVID 19, again, the US government implemented this act that gave $200 payments to individuals, and they increased the unemployment payment to $600 per week to try and stimulate consumer spending and support the economy. So what did that actually do? Well, imagine all of a sudden the government said, Hey, look, here is $1,200 for you to go out and spend. Imagine you're unemployed. Here's an extra $600 per week for you to go and look for a new job and to kind of feel a bit more comfortable. That would create a sense of ease in an otherwise negative situation and a negative market. It allowed people to breathe a little bit, and they felt that they could go out and spend a little bit of money. And if everyone takes that attitude, it stimulates the economy. It means businesses can continue growing. It means services can be provided, and it stimulates the economy. So governments have a massive role to play in macroeconomics and microeconomics, and they exercise monetary policy or fiscal policy to try and stimulate certain behaviors in the population. So let's do some practice, practice on this occasion is going to be a quiz. So let's take the economics quiz, and I would love to hear your thoughts afterwards. Please email me your reflections on whether you think this is going to change the way you perceive things at work or in your society or in your country. I would love to hear which country you're and whether any of these policies or, you know, financial changes you've seen and how they influence you and what you've learned from this chapter and how you might take it forward. Would love to hear your thoughts. So, let's jump into the economics quiz. I'm going to run through the questions first. Feel free to pause the video if you need more time, and then we'll go through the answers afterwards. So Question number one, order the following four economic inputs and two economic outputs. So here's a list of six items which are economic inputs and which are economic outputs. Enterprise, land, goods, services, labor and capital. Question number two. During what time frame is GDP usually measured? Daily, weekly, monthly, quarterly, annually, every five years, or every ten years. So when a GDP metric is shared, what time frame does that usually relate to? Question Number three. If a company produces a limited supply of a revolutionary solar charging car and the demand exceeds the supply, what type of inflation is more likely to occur? A demand pull inflation, a cost push inflation or built in inflation. Question number four, Aramco, British Airways, Emirates and Shell are examples of what? Private companies, government organizations or state owned enterprises. Question number five, if the government increases spending on infrastructure projects to stimulate economic growth, maybe they've decided to build new housing for people. This is an example of what type of policy monetary policy, fiscal policy or trade policy. Number six, what is the best metric to use to compare the economic strength between several countries? Employment rate, inflation rate, GDP per capita, or the diversity of economic composition. Now, technically, they're all correct. They're all good answers, but what is the best and most widely used metric that is used to compare economic strength between multiple countries? Question seven, the strongest economies will have a varying economic composition over time. True or false? And lastly, question number eight, eating ice cream causes people to drown, true or false. If you need more time, I'll let you pause the video here and you can take your time. I'll answer these questions. Okay, so let's move to the answers. Question number one, order the following into economic inputs and outputs. So we have enterprise, land, labor and capital as the inputs. And what do you produce? You produce goods and services. Those are the economic outputs. Question two, during what time frame is GDP usually measured annually. You can measure it in a shorter time frame, but typically when you talk about GDP, it's an annual metric. Question number three, if a company produces that amazing solar charging car, what sort of inflation are you likely to see? You're likely to see the demand pull inflation because there will be a high demand for that product. Question four, Saudi Aramco, British Airways, Emirates in the UA and Shell are examples of state owned enterprises. They exist and were created to provide a service. The fact that they make a little bit of profit is neither here nor there. The idea behind them in the first instance was to provide a state owned enterprise or service or to provide value to the population. Question five, if the government increases spending on infrastructure products, it would be an example of fiscal policy. Montary policy would be changing the interest rates in some way to try and change sort of saving or spending a little bit more indirect. Fiscal policy is an example of an infrastructure project investment by the government. Number six, what's the best metric to use when you're comparing the economic strength between several countries, GDP per capita, they're all good answers, by the way, employment rate is a nice way to compare countries. Inflation rate gives you an indication on how countries have been performing year on year. That diversity of economic composition, as we saw in that stacked bar chart is also a great way to compare countries, but GDP per capita generally is a really nice metric to compare countries quickly. Question seven, the strongest economies over time will have a common economic composition. Yes, that's true. We saw that in the kind of cluster charts again. You saw US, Germany, and India and how actually there wasn't one massive 50%, 75% item or industry that was contributing to that economy. The best and strongest and most developed economies, over time, will realize that diversification is important. And number eight, eating ice cream causes people to drown. Yes. Yes, it does. I'm just joking. It doesn't. Okay, so top five takeaways from this chapter. Economics is a science that studies how society uses its resources to produce goods and provide services. Number two, macroeconomics studies the overall economy, microeconomics zooms in to individual markets and entities. Number three, gross domestic product is a measure of the total value of all goods and services produced by one economy in one year. Number four, countries can have different economic compositions that vary with time and that's perfectly normal. And number five, developed countries will have a higher GDP that grows less, and developing countries tend to have a GDP that grows at a faster rate, but a lower GDP per capita. 11. 8. Data visualisation (Part 1): Welcome back, everyone. Our next interesting chapter is around data visualization. You're probably working with data in some capacity, whether it's customer numbers, financial data, healthcare data. There's a very good chance that you're working with data and from time to time, you need to be presenting, analyzing this data, and to be convincing people that this data is showing something. And that's what this chapter is going to focus on. Objectives as always for this session, you'll learn what good data visualization looks you'll learn a few types of analytical techniques. You'll learn how to best organize data. You'll learn the different ways that we can use to present data, and you'll see examples of pitfalls to avoid when creating charts. So let's jump right into it. So what is a good data visualization slide? I want you to imagine that you have a presentation and you're presenting your study, the data that you have analyzed. So good data visualization is informative. It's trustworthy. It's accessible, meaning that it's easy to understand by your audience, and it's elegant at the same time. So fundamentally, good data visualization and good data needs to be trustworthy. You need to be able to stand behind the data and say, it speaks the truth. It's like the chapter that we did on communication where we talked about the seven Cs, about it being concrete and correct, for example, in the same way the data that you're presenting must be trustworthy. When you're working with data, you need to understand and show how was it collected? Is it a complete dataset? Does it represent fairly the sample, if it's a sample of data, does it fairly represent the population or the behavior or the habit, for example? Is the data accurate, and of course, is it legitimate? It's basically asking the question, is this a real deal? Was it correctly collected? Does it represent what we're trying to achieve here? Is it accurate? You having done your due diligence first before we come to any visualization, you need to stand behind the data and say, yeah, this is legitimate. Data representation can also affect whether your audience is going to trust what you're telling them. What's the axis? Have you used a sensible axis? Do I trust what I'm seeing here? Does it capture the essence of what we're kind of talking about here? Is it relevant? And also when you're presenting that data on the slide, when people look at it, whether they trust what you're presenting or not, are you being consistent in showing colors and other contrast features, like we think about the presentation chapter? Is there a confusing layout that makes me think, You know what? I don't trust this? Are there absent labels, sources, footnotes or titles that makes me think, Hold on, where did this data come from? You've not been transparent about it, so I'm not sure I believe it. And sometimes it can be so distracting the style and the font that you use that you think, You know what? I'm not sure I trust what I'm looking at here. It's human nature to feel this way. Good data visualization is accessible. What does that mean? People go through a process when they look at a slide and they try and understand what it is that you're presenting to them. They perceive something, meaning they just simply look at it and take it all in. They interpret it, meaning that they connect the dots and lastly, they comprehend, that means that they are able to understand why you're even presenting this in the first place. Accessibility, the fact is that your audience influence. This is about them. Who are they? Remember, think back to the presentation chapter. You need to be really creating a bespoke message for the audience that you're expecting in the room. What do they need to know? What do they already know? What baggage are they bringing with them to this meeting? Do they have the time, the capacity, the interest to learn about this data that you're presenting? So this is a recap really of what we learn in the presentation chapter that you need to understand your audience, think about what they need, and then spoon feed it to them. The factors that you can influence is whether this data doesn't solve or it's not relevant to them. It's either irrelevant or you've oversimplified it that it loses its meaning. Your solution or your proposition is also too complex. You're not explaining it correctly. There's no labeling, context, like we discussed on the other side, and they think, You know what? Maybe I trust the data, but I'm just not really understanding it right now. It's not been presented to me, it's not been made accessible for me to understand. Good data visualization is elegant. Now, what does elegant mean? It doesn't mean you're going to have loads of different colors, loads of different fonts, nor does it mean you're just going to have a black and white slide because you want to keep it simple. It's subjective. Beauty is in the eye of the beholder. There's loads of different ways that you can make slides. Some of you might like the way I've done these slides. It's dark with white text, but some people might say, You know what I prefer a light background with black text. It doesn't really matter. But you do need to be very serious and you need to eliminate the arbitary. Nothing needs to be a whim. You didn't just do it because of it. You have to have purpose behind every design element that you put on a slide. More importantly, you need to be thorough with your data. You need to make sure that I'm presenting something that is absolutely 100% correct. That comes first. Then we worry about style. Then we worry about the design elements. As I said, every design element must be justified. You have to be able to say for certain that there's a reason why this is bold or the reason this is red or the reason that this is on the left hand side of the page or the right hand side, you need to be very cerebral about this. Don't try and do it on the first attempt. Give it a go, polish it and refine it, speak to people, test it with people. Do you think this displays my message correctly? Is this effective in convincing you that my idea or this data is correct and accurate? It's not about minimalism, but simple is better. Try and make things simple and easy for people to understand. You'll find that with selected design elements, thinking about the fonts, thinking about the colors, thinking about the contrast, the images, the types of charts that you use that we're going to come onto at detail, these will create the elegance that's required. So as we mentioned, your audience will undergo a process of understanding. They'll start by perceiving. They'll ask the question, what am I even looking at? If it's a chart, they'll say, Okay, well, on this chart, where is big, medium and small? What does that mean? If it's a pie chart, they'll look at the slice of the pie and say, what portion of the total is it? If you're trying to show two data columns they'll say, well, how do they compare their brain will start to think about what correlations might exist in what I'm seeing. What am I trying to learn from this? They'll then go through a process after you've given them enough time just to soak it in to interpret it. Which says, Okay, so so what? What does it mean? Is it better to be big or small on this chart? What does up mean? Does up mean I'm spending more money, or does up mean I'm losing more money? Or does up mean I'm making more money? Is it meaningful and relevant or is it insignificant? And also, is it surprising or unsurprising? Am I expecting to see this or not? And lastly, when they have truly understood it, they've comprehended it, they'll ask the question, so what? Does it matter? What's the main message here? Is it relevant to our work and what we're here to discuss today? Has it confirmed what I know or is this something new that you're teaching me? You have to understand that whilst you probably, if you collected the data yourself, for example, you probably know this data inside out. But don't assume that everybody knows what you know. They're going to go through perceiving it, interpreting it, and then finally, hopefully, once you've given them enough time and explanation and visual aids, they will comprehend it and understand the message. Data needs to be manipulated to become information. So what is data? Data is just bits of information. It's not information itself, it's pieces of information. Imagine your smartwatch, for example, continuously collecting data about your movements, whether you're standing or sitting, your heart rate, your respiratory rate, other things that it's capturing about. But in and of itself, it's just pieces of information. If it's tracking my heart rate, it will say beat. And then there was another beat, and then is heartbeat again, and then is heartbeat again. And it captures single data points. But only when you take a step back and you ask the question, Okay, this beat and then this beat, and then this beat. Okay, so the beats per minute was 40 beats a minute, 60 beats a minute, 100 beats per minute. Now it becomes information. Only when you take a step back after that, can you say, what's normal and what's abnormal for him and for the general population? Is 40 beats a minute good for him or not good for him? That's you taking another step back towards analytics. But data in itself are just bits of information. They need to be processed, organized, interpreted, structured, and visualized and only then are you really able to reveal these actionable insights? Do I need to change my exercise behavior because my heart rate is not in the right range? It started off with data collection and it ends with an actionable insight. So here's an example of the distinction between data and information. Here's some data. Company X made $10 million worth of sales in 2017, and the same company made $9,000,000 of sales in 2018. Company Y made $8,000,000 of sales in 2017, and they made $12,000,000 of sales in 2018. What do you think? Interesting data points. You'll say, this is what happened. These are the facts. But look what happens when we convert that data into information. It becomes this chart here. You can see that in company Y's case, which is the blue, their sales went up 17-18. You can see in Company X's case, the orange bar, that their sales went down 10-9 2017-2018. You can see here that they had this point here where they interconnected, they had the same number of sales, probably a third of the way into 2017. And so it is so easy for you to get that information. And you could probably make a couple of conclusions you could say, You know what? I think company Y although it started low is now doing a lot better. There's something about this company, about their leadership, about their management, about their products and services, their loyalty of their customers, the market segment that they're in. That company is doing well and it probably will continue to do well. Company X, on the other hand, seems to be having some problems, not a huge amount of problems. It's not a nosedive, but they went 10000000-9 million worth of sales, so we need to keep an eye on them. You can also do some mathematical analysis as well. You can say, you know what? Company Y grew by 50% in the year. And so you can weave that statistic into your story. You can say company Y sales increased by 50% year on year, surpassing company X by 2018. That information has just come from this data table, but you can see how much more easy to read and impactful this is compared to this. This is data, you manipulate it, you think about it, you visualize it, and it becomes information that you can then use to make an investment decision or to make some other conclusion and then hopefully reveal an actionable insight. Here's another example. I'm going to give you a minute to take a look at this data table. This looks like a data table that shows different laboratories on this side and on this side. And these laboratories do different types of tests, blood sciences, microbiology, anatomic or pathology, et cetera. Then it breaks it down into test type and the number of tests available on the menu for that lab. I look at this table and think, cool. Thanks for sharing this information. I can see that there's a lot of labs that have a lot of disciplines. There seems to be some overlap between some of these ones, and there's a lot of numbers on the slide. What if we were to manipulate this data a little this is a lot cleaner now. This is a data table. We're not even made it into a chart yet, but this is a data table. Now instantly, I can see that, there are four disciplines, blood sciences, microbiology, anatomical pathology, and cytogenetics. Within each of those, there's a number of different tests. I can see on the X axis up here that you have lab one, two, three, four. I can see the tests that they perform. I can immediately work out just by looking at the table, which lab does the most tests, which lab does the test that I'm interested in learning about. And what else can we do? We can compare them. So all the labs can perform biochemistry and hematology tests. That is up here. Biochemistry, hematology they all do it. That's one conclusion I can draw. The second conclusion is that only labs three and four can do mycobacteriology tests. This is mycobacteriology. You can see that one and two can't do that, but these guys do it over here. Another insight is that lab three can perform the largest number of tests. So you look down here, you say, Okay, you add these numbers up. They do 450 tests compared to the others, 450 different unique tests. So that was a lot of information that we can actually gain if we manipulate the data and present it in a slightly different way. Let's go back to this again. You wouldn't necessarily have been able to make those conclusions as quickly and as easily if you're looking at the raw data like this. So take your raw data, sort it, organize it, and you'll see what sort of action or insights you can gain from. Visualizing data is a four step approach. Step number one, establish the project context. Why are we doing this? You're not just doing it for the sake of doing it. There has to be a reason. What is the purpose and what is the outcome that you're looking for? Number two, go ahead and carry out a robust analysis. Collect the data, make sure it's accurate, and then do your calculations and analysis. This is one of the most key things. Do not under any circumstance skip this or do this badly. Remember, you're only as good as what your data is showing you and you might make a beautiful chart with lots of conclusions and correlations. But if someone says, Hey, look, is this even good data? Forget about it. Gather your data, check for accuracy, and then do your analysis and calculations with accuracy and be thorough in this process. Step number three, choose the right way of displaying your data. Whether it's a data table or a chart, explore your analytical outcomes and make sure you're choosing the right chart that displays the sort of correlation or the sort of data that you're looking at. We'll come to that later. Number four, highlight the key message. Remember, it's all about the so what it's all about the so what? Why are we here? Why are we doing this? Use colors, shapes, other formatting to highlight your key message so that your audience knows I knew what I was doing. I went and did it. Here is the data, but here is also the conclusion and the actionable next steps. That is end to end and that's impressive. Use statistical and visual techniques to uncover the insights. Statistics and data analytics is massive. There's loads of different types of different techniques you could be using. But I just want to take you through a couple of different ways of doing it. Deductive reasoning. This is probably what most of us do when working with data. You have a very specific hypothesis. I think there's a problem, and so I'm going to go look at the data to confirm or disprove that I think there's a problem. That's deductive reasoning. You start with a hypothesis. I think we're losing money because the quality of our manufacturing is low. That's my hypothesis. I'm then going to go look at the data to see if it supports that hypothesis or not. Another way you can think about framing this is inductive reasoning. I don't know what I'm looking for. I'm just here to play around with the data and hopefully use my instinct about finding something of interest. Then we wait and see what emerges. Show me the data on sales, show me the data on marketing, on manufacturing, on quality, on all the different things that are related to whatever industry you're in. Let me have a play around with the data and we'll see what happens. I don't have a specific hypothesis. I'm just looking to make some improvements. Or statistical methods. I want to conduct an experimental test. This is not me just fiddling around with the data and seeing what pops up. I'm going to be statistically looking to see if there's an existence of correlation and consider whether there's possible causation. I'm not here to I don't have a hypothesis and I'm not here just to mess around with the data and see what looks good. I'm going to approach it with a statistical mind and to do actual statistical tests to prove or disprove correlation. There's loads of different things that you can do, but here is an interesting starting point for why and how you're going to go about doing that data analytics. So which data to show? What do you not show and how do you show it? Well, first of all, like we said, what are you going to focus on? What are you going to visualize and from what dimension? What angle is my story going to be? Can I show multiple angles to demonstrate that I've been thinking very clearly about this? Is my data even relevant? Is this even relevant to what we're here to do? Is my data sufficient? Have I collected enough data to be able to make these conclusions? Am I presenting all the data or just some of it, depending on the angle I'm going for. What limitations do I want to show? What thresholds are there? What date ranges are there? Have I removed the clutter? Have I removed the confusion from people? Is this a balanced view? Are people going to criticize me for being very biased towards one particular thing? If I want to build that new factory, he's wanted to build that factory since day one, of course, he's going to say build that factory. Is this a balanced view? Are you showing the pros and cons of what this data is showing? Here is data bits of information. Lots of little lego pieces lying there. When you sort data, this is what it looks like. You can see they're all grouped together. And you can see now, there's black bricks, yellow, green, white, blue, red, orange and green. Well, what's this one? This is a different shade of green to that one. So now I can see that wasn't apparent to me here, but when I sought it, I can see what colors we have. When you arrange them, you then realize that actually, there's actually different amounts of the different colors, and you can have a rough idea as to how many bricks there are of each color. When you present them visually, you can immediately see, okay, red bricks we have the most. That wasn't apparent to me here here and here, but now I can see when they're stacked up, we have the most red bricks, followed by yellow, white, and blue and actually a lot less of these other ones. So I had the data, I sorted it, arranged it, and I presented it visually. And the cherry on the cake is when you explain your data with a story. You take your audience through a journey and say, This was my hypothesis, this is the data. This is what it showed. And now let me tell you what it means, what are the main conclusions, and what are the actionable next steps that I think as a company or as a business or as a department we should be going. So choosing a chart. This is crazy complicated. There's so many different chart types out there. What would you like to show, and how are you planning on showing it? So let's say you want to make a comparison, and you want to make a comparison among items. And you have two variables or many categories, you can see up here all the different options. These are bar charts. Column charts, bar charts, tabled with embedded charts, variable width column charts, different ways to show, depending what it is. Once I've gone through the whole slide, feel free to take a print screen, and it will help your decision making. Column charts and bar charts are very popular. It's when you're trying to make a comparison among items with one variable per item with a couple of categories. If you've got lots of them, you do this type of bar chart. If you've got a few items, then you'll do a column chart. Very, very common. What about when you're doing a comparison, not with items, but comparing over time? If it's a few periods and many categories, then you do a line chart showing continuous change. Or cyclical data might show a circular chart. If there's a couple of categories only, then you might do a column chart again. Bar charts, line charts, very, very helpful when you're comparing items or comparing an item over time. What about if you're trying to show a distribution? Let's say you asked a question, I have 10 million followers on YouTube. What's the age distribution of my followers? Well, if there's a few data points, you could use a histogram. But actually, a line histogram would make sense. It might show a normal distribution. You have some people that are a little bit older, some people younger, but the majority lie within this curve over here. If you're comparing two variables, maybe a scatter chart or a three D area chart if you're feeling fancy. But this shows distribution. What if you're showing the composition of your data? Is it static, so it doesn't change over time? Well, a pie chart could be an example. A waterfall chart is a great way to show build up towards 100%. Imagine I was to say, we spent 10 million pounds this year in the business, and someone said to me, well, show me where we spent it. A waterfall chart starts off showing you bar by bar, column by column and builds up to that 10 million. We spent 1 million here, we spent 5 million here, 1 million there, et cetera until we reach that threshold of 10 million, which was 100%. That's what you can see here. In fact, you can bring it back down again. Made spent 1 million, we made 500,000, we made another 200,000, we spent another 2 million, and it shows you over time the composition. And stacked 100% column charts, similar to what we saw in a previous chapter. Do you remember the chapter where we were talking about GDP per country? We had the column charts of the sorry, it was the USA, Germany, and China and how their GDP was composed by different industries. That's an example of a 100% stacked column chart. That basically showed us this is 100% of your GDP and the composition of that showed us them the contribution of those different industries to the GDP. You can also use if there's a composition that changes over time, you can do a stack column chart that changes. You can do an area chart and other things. There's a lot of different types of charts that you can use to show composition. And what about showing a relationship between two things? You're trying to show that correlation. A scatter chart is very common. You might see that with kids where you're looking at their height and their weight, and then you plot them on the chart and it shows what the trend looks like. Bubble charts, I'm a big fan of as well. Again, we saw that in one of the previous chapters where we were looking at GDB per capita and GDP GDB capita per growth by country. It allows you three variables. You have the X and the Y axis, but you also have the size of the bubble. You have three variables that you're able to show a relationship with. Take a print screen of this if you want, and use it. Next time, you need to do some data analytics and data visualization and see which of these charts most accurately helps you bring your message to life. I want you to watch this video about removing distractions from your slides to make them more powerful. I work for a company called Dark Cos analytics, and one of the things that we like to teach is how you can improve your visuals just by removing elements from them. And so I thought very quickly, I might take you through how we could improve this particular pie chart simply by doing some removal. So we can start by removing the backgrounds and removing the borders. And we can remove the regendant legend. There, we don't need those. We can remove the three dimensional aspect of it. And if everything is bolded, then nothing is bolded. So let's remove the bolding. We can reduce the colors. And then we can remove the wedges. And we can thicken those lines a little bit and emphasize the bacon. And you can see that this is more effective. Attractive and inactive. There's our before picture. So I like that video because it shows that sometimes you might be looking to overcomplicate things. You might be looking to make it so visually amazing that actually you create distractions. And okay, he's being funny, but the truth is, he's right. There wasn't there was no need for it to be a three D pie chart in the first instance. A really straightforward two tone bar chart would be equally as impactful and effective, and it gets the message across in a simple yet impactful way. 12. 8. Data visualisation (Part 2): So bar charts. Bar charts show changes over time or compare values. Let's look at this chart here, ly sales in US dollars from 2013 to sort of 2011 to 2013. And as you can see here, 2012 was the year of the most sales. 2021 was high, 2012 was much higher, and 2013, you dropped back down again. There's another way of looking at it horizontally. A company that does services. They provide heating, cooling, and lighting. You can instantly see using a bar chart which department or which product and service is the biggest contributor to 20 seventeen's total sales. What are the things that you need to keep a lookout for when it comes to bar charts? Well, sometimes when the axis is not labeled, that causes a problem and choose either to label the bar or the axis or not both. Ideally, in most cases, the axis should start at zero, so that's what most people think. I presume baseline means zero and then you go up from there. Some common mistakes. Building disproportionate values. I mean, starting that axis at 1 million, for example, would be slightly weird. And of course, like in these two examples, no labeling. Okay, so it says yearly sales in USD, but what number is that? What number is this? Is this $1.02 dollars and half $1 or is this 1 million, 1 billion? Do you know what I mean? It's difficult to understand. So not labeling your chart can also be a huge mistake. Let's look at Pie charts. As we said, Pie charts often can be bar charts, but a pie chart can be helpful in some cases to show the share of the whole, right? General Election 2015 voted for A, voted for B, voted for C. You can see out there. Most of the time, actually being able to work out what percentage it is is quite difficult. A bar chart usually is better for that. But if you're generally trying to show a majority, then a pie chart can be quite helpful. Here's another example, share of revenues from each different practice. There's a business that has different practices, and this shows the revenue share from each of the practices. Now, there are some things to be careful of. The first slice, unlike this one, should try and be at the 12:00 position. If you go over to here, you can see that that first slice is straight up. Visually, it should try and be symmetrical and the colors must contrast. This is a good example where it's easy to see which color is what here, it now becomes a bit more difficult because you have here black, gray, gray and another shade of gray, and being able to see those is a little bit more difficult. So make sure that the first slice is at 12:00, and the colors should really contrast to try and catch that. Common mistakes, it doesn't add up to 100%. I've seen it so many times where actually you've got 50%, 50%, 50% and actually like, Well, hold on. This is supposed to be adding up to 100%. Just like this one here, too many slices can be distracting, particularly if they're all colored. Like in the previous example, the video that we saw, if you want to highlight just one slice and have the rest of them in gray to demonstrate this is the big one, this is what we're focusing on. That can be quite impactful. But if there's too many slices, it can be distracting and three D will definitely distract. Generally speaking, I really don't see the value of having a three D Pie chart ever. Yeah, happy to be corrected, but I haven't really seen a use case for a three D Pie chart. Stack charts. This is what we showed in one of the previous chapters where we looked at GDP composition for country. The stack charts show the ratio of the items compared to the whole. Here's an example, percentage of kitchen items consumed at the office. 56% of items were potato chips, 26 chocolate and 19% were coffee, and this is what people used up in the office. You can also show that over time. You can say, well, 2016-2018, this is how potato chips, chocolate and coffee consumed in the office changed over time. People were very interested in the early days in what is it potato chips, and then that dropped to 55% by 2018, showing a different trend that people suddenly got a sweet tooth and they really wanted chocolate much much more by 2018. But as you can see, each one of those adds up to 100% and it represents the whole. Things to keep an eye out for making sure that, of course, that they do add up to 100%. Usually, you put the most important or the largest item at the bottom. Common mistakes, too many categories, again, showing too much complexity. I felt that way about the GDP composition. There were so many different slices to that bar chart that you were trying to work out what was where and having two similar colors similar to the pie chart that we discussed will confuse people and distract. Here's another really nice example of a stacked chart. This time, it doesn't add up to 100% because what it's showing is the numbers of men in that country and the colors and the proportions show the distribution of ages of men in that country. So in the UK, this percentage or this proportion, and it's obviously got population in millions on the X axis, this proportion are zero to 14 years. This proportion is 15 to 64 years and a much smaller proportion is 65 years and older. At a glance, there's a couple of things that you can see. The US and Brazil have the two largest populations on this chart, whereas the UK and Germany are much smaller in total population. That being said, Mexico seems to have a relatively small percentage of people that's 65 and over, whereas the US seems to have a much higher percentage. Is that genetics? Is that the quality of healthcare? Is that the quality of food? Who knows? But this is what the data is suggesting. At Mexico and their percentage of zero to 14 year olds compared to Japan, for example, that reflects birth rates. Maybe that reflects cultural values of how big families are expected to be. Cluster charts compare a series in the same category. Let's look at this, for example. Here is an example where a business has done its annual appraisal in 2016, 2017 and 2018, and it has ranked its employees based on whether they met the criteria, partially met it or exceeded it. You can see how that has changed year on year. Ideally, they would want their employees to if they're training them well and if they're doing a good job, the purple and the orange numbers to go up year on year. You're meeting expectations or exceeding expectations. And you ideally want the number of employees that are only partially meeting expectations to go down year on year to demonstrate that either you're moving them onto different roles or different jobs or that you're training them in a way that they are well suited for the business. So clusters of more than three can get kind of cluttered, and of course, the categories need to be meaningful. So that's these things up here. Make sure that these are relevant data points that people are going to be interested to see. The clusters need to be well spaced from each other so that they don't actually confuse you as to what you're looking at. Individual bars will have a small space, but of course, have titles and labels so that you are not overwhelming and confusing your audience. Remember, they'll go through that process where they perceive it and, you know, move on to the comprehension stage, and you need to help them through. Bubble charts. I do enjoy bubble charts. They compare three quantitative measures. Let's look at this chart here, which looks at the automotive industry, car manufacturing, the cost of vehicle versus the sales made for that vehicle, and the bubble chart shows you the net profit that company made. And also on top of that, we've colored the bubble chart. So you have the black bubbles that show you Japanese car manufacturers and the gray bubbles that show German car manufacturers. So what can we see here? We can see that typically Audi, BMW and Mercedes, the German manufacturers cost the most, whereas Honda, Suzuki, and Mazda are the three cheapest cars to manufacture. And in terms of sales, and I presume this is revenue, Audi, BMW seem to be on the higher end, whereas Honda, Suzuki, and Mazda have sold relatively less. But the interesting one is the size of the bubble. The size of the bubble indicates the net profit. Who's making the most money? Mercedes, BMW, Audi, Mazda. There seems to be a correlation here as well that we can see. With a bubble chart it's looking at cost, sales, and net profit. So you're looking at three metrics on one slide. That can be quite powerful. And in fact, you've also made a fourth metric, which is the distinguishing between the Japanese manufacturers and the gray and the Mercedes sorry, the German manufacturers with the black and the gray coloring of the bubbles. So presentation tips, bubble size represents something, contrasting colors help, as we said, too many labels, too many different things can confuse people. Remember, when it comes to chants, simple is better and keeping it not confusing, not complex generally will make your audience understand things and comprehend things a lot easier. Here's a nice bubble chart. Smartphone growth worldwide. On the Y Axis, it shows the growth of the units sold. Which markets are seeing more smartphones sold year on year. Emerging Asia. What is that Central and Eastern Europe, Latin America are toppling those. Markets that are a bit more mature or struggling maybe, Western Europe and developed Asia are seeing a decline in sales of smartphone growth in this time period. On this, you're talking about cost per unit. Emerging Asia has the cheapest smartphones. Whereas developed Asia and Western Europe and North America seem to have the most expensive smart phones and 100 million units sold, is the size of the bubble. Instantly, I can see that the market that has sold the most is China. North America is pretty big as well. Emerging Asia is massive. The smallest appears to be central in Eastern Europe and developed Asia in terms of raw numbers of mobile phones sold. So this is the power of a bubble chart. X and Y AXS and the size of the bubble, and of course, you've got emerging markets in green, developed markets in blue, so you can make that distinction as well. Line charts emphasize trends rather than amounts. Let's look at this, for example. This looks at a company and their revenue and expenses 2011-2016. On the YXS, you've got US dollars. So you can see initially, they were making good money and their expenses were low. But actually, over time, their expenses went up. And their revenues dropped. At this point probably they made some changes, and then they decided to do something about it and so their revenue went back up again whilst their expenses dropped. So in this period of time over here, they were making profit. At this period of time, they were making a loss, and now they're into profit again because their revenue is higher than their expenses. You can see that if this was on a data table, that would be really hard to understand. But the line chart really simplifies that for you. So presentation tips, the data should be continuous to allow this to happen. It shouldn't be discrete buckets, it should be a continuous flow of data. Stretching or narrowing the chart will make the angles look steeper. So rather than it being here, if I squish this chart to this side, what would happen? You'd have a very sharp peak here for this orange line, and it would almost look more pronounced than it actually was, you have to be aware of how you position these charts. There's loads of other charts types as well that can be helpful. We don't have time to go into all of them. You have area charts that represent volume over time. A MECo chart is like a three D, sorry, not three D, a two dimensional bar chart where the width also matters. For example, but this box over here, this whole thing could be, how much money did we make last year? And you have client number one, client number two, client number three, and these are the different products and services we sold them. So it's almost like a bar chart where the area also matters as well. A Gant chart is very powerful. I'm sure loads of you are using Gant charts or have seen them before. It's effectively a timeline that helps you demonstrate the schedule. So you can say phase one is going to start here, phase two is going to start here, et cetera And so the idea is that a Gant chart is a visual representation of your project timeline. Lots of other options as well. So remember, your data visualization slide should be informative and it's perfect when there's nothing else that you need to take away from it to make it impactful. It's trustworthy. It's not misleading. People trust it. Nor should you claim it presents the truth if there's no evidence that it presents the truth. So don't sort of stretch the truth when it comes to the conclusions that you make. Be factual about that, and that will make it trustworthy. It's accessible. The objective is to facilitate understanding. People need to understand it. You should be striving for clarity and not simplicity. Simplicity will help, but clarity is even more better, and confusion is your enemy. Last one, it should be elegant. What is an elegant slide? It's effortless, it's stylish, it's dignified, it's graceful. It's not overly colorful, overly complex, overly confusing. It is really tough to make that balance. I would love to hear your thoughts. If you have some great slides that you've seen send them to me. I would love to include them in this course as examples of really great slides that look fantastic and get the message across in a very elegant way. Now let's do some practice. What I would like you to do is we're going to in a moment, review some good and bad slides. We're going to be looking at these slides and I want you to fix one of them. Take the data from the slide, take a print screen or use the materials provided, what I want you to do is to redo the slide. Go into Microsoft PowerPoint or whatever software that you use to make your slides. And fix one of the slides. Use the principles that we've learned in this chapter to completely fix and redo the slide. Then I want you to reflect and improve on that. What have you learnt in this chapter that has made you a better slide maker, and what has changed in your mindset that will allow you to now deliver data visualization in a different way? Let's jump on to the slides now. I'll give you a minute to have a look at this one first. So this looks like a three D column chart, right? And you've probably never seen this before. Very complex, very confusing, a lot of data. Probably quite meaningful once you get to it. There's probably a key message here that I haven't quite worked out. It shows you three different metrics, three different axes. You've got different colors. You've got ranges down here. This really hasn't hit the mark in terms of bringing to life what the key message of this is. There's probably a data table that sits behind this, which is probably more useful than the data visualization. Let's have a look at this now. This is a wagon wheel. I think this is cricket a cricket must be an average score for each of these players or a strike rate or the number of average runs scored or something like that. There's no information about what we're looking at. I recognize some of the names as sportsmen. Apart from that, I don't really know. A, it doesn't seem to add up to anything meaningful 30 plus 30 plus 30 plus 25 plus 24. What is this supposed to add up to 100? I don't think it does. Why is it displayed in a pie chart? There's no real there's too many colors. There's only too many similar colors. You've got this blue, this blue, and this blue, and this blue, which are similar. You've got some greens and the players are not even from the same country. You could say, maybe all the players from England are in blue, or the players from a certain country are from a certain country. It's a little bit confusing. Let's look at this chart now. Not bad. You can start to see that they have a nice title. They've strengthened their marketing their market leadership, biscuit market share by percentage. They don't actually show the percentages here, which is frustrating, so I don't know whether this is 100% or 50%. Also down here, it's not discrete. This should be continuous. This shows presumably 2013 to 2012 to 2013. This shows 2013 to 2014. There's overlap there. Why is 13 there twice? Where does 13 sit? Does it sit on this side? Does it sit on that side? Nonetheless, I understand what they're trying to do. But room for improvement. What about this one? Have a look at this. Changing Face of America, percent of total US population by race and ethnicity, how it was in 1960 and how it's projected to change in 2060. So this for me is super confusing, right? Because it doesn't even feel like it's accurate. This looks like saying all the people of the white ethnicity live here in these states. The people who are identifying as Black ethnicity are in this state. The Hispanic people are in this state, and you've got all the others. Do they all go and live up here? I don't think that's right. And in addition to that, you're actually showing 1960 here, 2010 here and 2060 here. So is this supposed to show change over time? How does that relate to the map? It's just very confusing. I don't think this is the right way to visualize this. Let's have a look at this one now. MLS salaries, Major League Soccer salaries as of May 2013. What do you make of this? I guess I can instantly see that LA, Los Angeles have the biggest salaries, and maybe this team here have the smallest. But the fact that there is this multiple colored, multiple stacked, I guess these are midfielder, defensive midfielder goalkeeper, so you have the different positions and the color code. That's the forwards there. I thought this was part of that, but this is part of the key. So it's very confusing, right? Lots of different colors, different lengths, no numerical values at all. I'm not really sure what I'm looking at here and what the key messages. So what I would like you to do, please, is pick one of these slides and give it a go, redo the slide, fix this bad slide, and think about what's good about it, what's not good about it, and reflect on what you would do to pick a slide and design it differently. Maybe you're a sports fan and you want to redo this cricket slide or whatever metric it shows. Maybe you want to look at the market leadership slide and say, Hey, I would like to have a redesigning this data visualization differently. I'd like someone to have a crack at this one, changing Face of America. How would you show this differently? How would you show the composition of a country that changes over time? Maybe 100% stacked bar chart, three of them that shows the varying compositions of different ethnicities. You could probably give this one a miss unless you have the raw data. But how would you show salary differences for different players with different positions across different teams? That would be a challenging one. Okay, top five takeaways from this chapter. Number one, good data visualization is informative, it's trustworthy, accessible, and elegant. Data, as you remember, needs to be manipulated before we can start to call that information. Visualizing data is a four step process that we went through. Reasoning and statistical analyses are definitely going to help you understand the data and draw out those conclusions, and you'll need to think very carefully about what chart you use to make sure that you maximize the impact of your slide. Thank you very much, guys. 13. 9. Problem Structuring & Frameworks (Part 1): Hi, guys. Welcome back. Thanks for joining me once again. This next session is one of my favorites. It's called Problem structuring and Frameworks. It's a really important skill that all of us need to know whether you're in business, consulting, and industry or whatever sort of work that you do, you will come across a lot of problems. That's the nature of life, and to be able to structure them and use frameworks to your advantage is going to be really, really helpful. So what are the objectives for this session? You're going to be learning about hypothesis driven problem solving. This is where you think about the problem and then deliver the project or deliver the solution in that way. You'll learn to get to the bottom of the problem statement. You will learn the Missi principle, the Pareto principle, and the pyramid principles. You're going to be practicing driver trees, which is going to be testing and bending your brain to think in a very structured manner. So first things first, defining the problem is critical. There is no point you jumping into the detail when you haven't yet worked out what problem am I trying to solve. So here's the first question. What is the problem? What is it that I'm actually trying to solve here? What's the objective? What's the goal here? We know what the problem is, but what are we trying to do? Are we trying to solve it completely? Are we trying to save money? What constraints are we working with? What's your working hypothesis? What do you think is going on? What are the objectives of this project? What are the facts that we know? Set in stone, here is why I want to solve this problem. Here are the facts. What are the gaps in our knowledge? What do I know? What do I not know? What questions need to be answered to answer the bigger question about what is the problem? Very importantly, what are the drivers? What are the things that are causing this problem to even come about in the first place? Let's say, for example, you work in a factory, why are people not buying your product? Is it because the marketing is bad? Is it because the product is a poor quality? Is it because it breaks too easily? What are the different drivers that are leading to this problem? You then have the choice, collect the data, conduct the analysis, make your conclusion, and critically, especially in the corporate setting, give your recommendation. Do not go to your seniors or to a room full of people with a problem with data that supports that problem, but what you haven't done is to make any sensible conclusions or suggested a reasonable recommendation or plan of action. And don't forget it doesn't stop there, iterate and scrutinize what could I have done better in this process of analyzing the problem? I know what the problem is. I've gone ahead and done some analysis. What could I have done better and can I do it again and again and again? Can I improve on this even further? What's the real question that we're trying to answer? Why are we asking this question? There's 20 other questions we could have asked, but why this one? What's driving this? Is there some hidden agenda here? Is this a finance question? Is this an operational question? Is this a leadership question? Is there a political power move happening in the background that I'm not aware of? Why are people asking this and why are we trying to solve this question specifically? Who is asking? Is it the CEO who's asking? What might their agenda be? Is it the CFO who's asking? Is there a financial question here? Are there any other factors at play? Why are they asking these questions? You really have to ask these tough questions that may seem a little bit abstract right now to get to the heart of what you're looking to achieve. Sometimes you might think, well, it's obvious. Other times, it's not so obvious. You have to ask why. What does success look like? If you fast forward and if you think back to our chapter, where you're leading with your conclusion or you're leading with the answer that I want to give you. What does success look like for you, for the business, and also for those that are asking? Define that. Success looks by us reversing the trend we're seeing where people are not buying our product, for example. What is the scope? What am I allowed to touch? What am I not allowed to touch? What is within remit here? What is the whole picture? Take a zoom out view. What is the whole picture of what we're trying to achieve here? What constraints is the business facing? Are there financial constraints? Is there workforce shortages? Is there raw materials shortages? Whatever it might be, what constraints are we facing that will, A, help me answer the question, but B, shape the scope of this analysis that I'm going to be doing to try and solve the problem. Have we tried to solve this problem before? That's one of the easiest questions you can ask. Do you know why? Because probably you have. Probably someone has tried to solve this before and very probably there's a whole load of data waiting for you to use and interpret as well. Use new lenses, different point of view, maybe a different context, maybe a different reality. Look at it from the board's perspective, from leadership's perspective, from the staff perspective, from your consumer or your customer, your patients perspective. Think about things from different perspectives that will help you answer. What is the real question that we're trying to get to? So hypothesis driven problem solving. There are two main methods for this, the top down approach and the bottom up approach. Fundamentally, you're looking to structure the problem and then you're going to go from the top all the way down to your analysis. You're going to start with the project objective. What am I here to do? What are we here to achieve? Ask the big question, what's going on? Then try to understand what are the key drivers that would impact this. Let's take a really straightforward simple scenario. Your phone WhatsAp messages are not sending. As frustrating as that is, you can't send any Whatsap messages. The objective here is to get to the solution to try and find out why is my WhatsAp messages not sending. What are the key drivers? How to think about that for a second. Why would WhatsApp messages not be sending? Well, it could be a phone problem. It could be something to do with the settings on your phone not connecting to Wi Fi. It could be a WhatsAp problem. Maybe WhatsAp is down. Maybe it's one of those rare occasions where there's a global shortage or global outage, I should say, of WhatsAp. There's some update in the server and it's caused a crash. Now, nobody can send WhatsAp messages. Maybe it's a router problem. Maybe one of the kids has unplugged the router and you might think that everything seems to be working okay on your phone, Wi Fi is turned on, but it's not connecting properly. Maybe there's a ent cable at the back that's been unplugged. Or maybe it's your Internet service provider. Maybe whoever you buy your broadband from or your mobile phone data plan, maybe they're having some problems. Maybe you've not paid your bills and they've disconnected you. The idea initially was to suggest, why is my WhatsApp messages not sending? Actually, what we've done is we found some drivers that will then work out, it's one of these things. You then have your hypotheses that sit under the drivers. Within each bucket, you're asking other questions. In what way might my phone not be working? Is it switched on? Is the Wi Fi connected? Is there a problem with the Wi Fi? Is there a problem with something else? Am I connecting to the wrong Wi Fi network? Have I entered the password wrong? What are the different options it could be? You do that across all the different drivers to gain some hypotheses as to what could be doing to impact this, which could be to impact your ability to send a whatsap message. Now, in reality in business, it might be multiple things contributing to something. The problem at the top might be, why are people not buying our product? Why are our revenue on the decline. It could be because of bad marketing, it could be because of a poor quality product, it could be because the pricing is wrong. It could be sales teams, it could be a number of different things, and you have a set of hypotheses that sit underneath that. Then what do you do? You go and find the facts. You go and ask key questions that either will support this hypothesis or it will reject the hypothesis. You'll either prove that this is the case or it's not the case. If it was, why are people not buying our product, and then you're questioning marketing, for example, you're going to be asking questions about marketing activities, marketing budget, the types of marketing that we're doing, was it social media? Is it newspaper? How much are we paying for these ads? What's the return on investment? Is it working? It's a question around product quality, you'd go over to the factory where your product is made. You would be looking at the processes, you'd be looking at the raw materials, you'd be assessing to see whether the quality is adequate. Are customers not buying it because it's a poor quality? What makes it poor quality? You need to be asking those questions and fact finding. It could be something else. It could be that your pricing is wrong. It could be that your sales team are not pitching themselves correctly. So a top down hypothesis driven problem solving approach starts with the hypothesis upfront. It considers the key drivers to that problem, and then you get down into making sub hypotheses and then asking the questions, doing your analysis, and presenting that. On the flip side, the bottom up approach, which should ultimately get you to the same answer, but it's just a different technique, starts with the analysis. It says, I don't really have any particular hypothesis in mind. I'm not really sure what the drivers to the bigger problem could be. But what I'm going to do is I'm just going to start at the bottom. I'm going to speak to people, I'm going to ask questions. I'm going to fact find. I'm just going to play around with my phone settings, with the router settings. Maybe I'll check online. I don't really know what I'm doing, but I'm going to be starting by fact gathering. I'm then going to be presenting my findings. Here's what I found. I found that actually the quality of our material seems to be pretty bad. Why? Why is the quality of materials bad? Because we changed suppliers recently and that led to a bad raw material, which has led to a bad product, which means people aren't buying it. And so that's my finding. And that leads to a conclusion. You might have multiple conclusions. You might find that actually not only did we change supplier, which led to the bad product, which means there's a poor quality, but also we've been targeting the wrong customer segment. The marketing team has been looking for millennials when we should be marketing to Gensez or whatever it might be. And so that's my finding and my conclusion is that actually this is one of the problems that's contributing to a decrease in revenues. And then fundamentally, you look at your conclusions and you come up with a recommendation. I recommend we switch back to the older supplier. Even though they were more expensive, they delivered the better quality product. I recommend we focus on this market segment and not that market segment. Both of these things, the top down and the bottom up should really get you to the same point. But it's just two different techniques that bring you to your conclusion. Hypothesis driven problem solving, top down and bottom up. So how do you get there? What is the process? You define the problem first off, you outline the goals. This is what we're looking to achieve. We spoke about scope earlier. What is the scope of the project? What's allowed or not allowed? What's in and out? What does success look like? What constraints are we under? What assumptions am I making? You need to test your assumptions because what you might think is, okay, I assume we have this much budget. As you know, you don't have any budget. I assume marketing marketing to the correct segment. Well, you shouldn't make that assumption. You need a fact find. You need to identify the stakeholders who are the people responsible for these different departments. Maybe it's your consumers, maybe you need to speak to them. Maybe it's the board who make decisions, find out who the stakeholders are and help them solve your problem, then of course, make a timeline. Be very time focused and make sure that you have a project plan and you can deliver it within a reasonable timeline. Then you go around presenting your data and outlining your conclusions and delivering your recommendation. This is almost like a high level problem solving plan. Once you're deep inside in the heart of the problem, ask what's really going on. A lot of the times we stay a little bit too superficial. We make assumptions and we take things at face value. We shouldn't. We should ask the difficult questions, the five whys. Ask why five times. Okay, so the business is losing money. Why? Because it's a bad product. Why is it a bad product? Because the manufacturing is not really that good. Why is the manufacturing not that good? Something to do with the process. Why? What's wrong with the process? Why? Well, it's the raw materials. They're not very good. Why are the raw materials not very good? Because we changed the supplier recently and now they're giving us bad raw materials. Why did we change the supplier? Because we wanted to save money. Okay. Now we've asked enough times, we've gotten to the heart of the problem. It will really get you to the insights that you're looking for. Ask the difficult questions. Then you have the seven Was or the so whats, I should say. Think about the possible implications. Let's say you have a solution, ask yourself so what. Okay, so we're going to build a new factory. Yeah, so what. So that means we're going to have increased capacity and a diverse product range. So what? Well, that means we can, you know, meet supply and demand even better. So what? Okay. Well, that means that we're not going to have delays. So what? Well, that means happier customers. Okay, so what? Okay, well, that means that maybe we can charge a premium for our services. Maybe we can retain customers better. So what? Well, that's going to affect our numbers. That's going to improve our revenue. That's going to decrease our cost. That's gonna improve our brand. So what? Well, that's the business objective. You ask the five Ys to drill down to work out what the problem is, and then when you have a recommendation or a solution, ask the seven so whats to see whether it's truly impactful. Once you have your conclusions, what are the implications of your answers? Simple question. Does it solve the issue? Is your problem now solved? Have you identified what the implication is here? We've worked out what the problem is, try it, try piloting something, or does the hypothesis solve the issue? Are there any connections that you made on the way or any interlinkages? Did you find out new things in your data gathering that you now wish to bring to the table? Is this problem connected to a wider problem? We're looking to cut costs so much that we changed suppliers on our raw materials, it impacted our quality of product, but we've also been really cost focused on marketing, on sales, on other budgets, and it's really impacting our business. The linkage here is that the CFO is really trying to squeeze the costs down and it's really impacting our business. That's a connection or a linkage. Set a criteria to assess whether your solutions and your proposed recommendations are any good. Are they practical? Is it even feasible to do it? What about economic criteria? Is it affordable? Is it reasonable for us just to build a new factory or change a supplier or break a contract in order to find a new supplier? Is that within our financial scope? Is it ethical to do what your recommendation is? I once worked on a consulting project where we analyzed the different departments of a hospital to understand which departments were profit making and which ones were loss making. One of the loss making departments was the pediatric Center, the Children's Center, one possible recommendation coming out of that was to say, if you close the pediatric department, that will really help balance the books in the long term because the pediatric department is loss making and all the others orthopedics, et cetera were making lots of money. Now that wasn't ethical. This was the only pediatrics department in this small area. A lot of unwell kids from around the community were using their services. We needed to think of a different solution to that problem. Really, what we needed to do was to ask the five whys, why is the pediatric department loss making? Keep asking why and try and solve that problem and make sure that your solutions have an ethical angle to them as well. Is it even legal to do what you're suggesting we should do? Is it within the legal constraints? Is it allowed to do the solution that you're proposing? You have to set these criteria in advance to see whether your solutions are good and work with your team to identify what the leadership team care about when it comes to solutions and what criteria they will follow. So now I want to share with you three very useful principles that I use on a day to day basis. The first principle is called the Pyramid principle. We've covered this in other chapters. The Pyramid principle says, lead with your conclusion. When I was a medical student, we would be taught how to examine patients. And it would be very natural for me to say, Okay, well, so I've examined I've examined their hands. I took their pulse. I checked this pulse, I checked their shoulder, I listened to the heart, I listened to the lungs. I felt their tummy, and, you know, this is what I think is going on. What mistake I was making was that I was telling the examiner a really boring chronological story. They know all of this stuff already. Tell me what you think is going on with the patient. So the pyramid principle says, Start with your conclusion or your recommendation. Lead with your answer. Good morning, Mr. Examiner. I think that this patient has condition X. The reason I think that is because ABC. You start with your conclusion. If you wanted a raise from your boss, a salary raise, you wouldn't email them and say, Boss, I have done this project and this has made this much money and the team is very happy, then I did that project and I did this and I did that you wanted something in three months and I did it in two months and d d du and so I was thinking that because my current salary is X, maybe the market suggests that my current salary could be Y and maybe you could consider giving me a salary increase. That's a very long convoluted way. Lead with your answer. Hi, boss. I wanted to discuss the possibility of me getting a pay rise at the next appraisal cycle. I've worked efficiently. I have worked with a good team and I've developed good teams and I've delivered projects earlier than scheduled. This was evidenced by my team are saying really nice things about me. We've made you this much money. We've over delivered on our timelines, et cetera. The pyramid principle is a communication strategy. Lead with your recommendation or your conclusion. Then two, three, four key supporting insights, the conclusions that support the major conclusion. Then if you're interested, you can get into the nitty gritty detail. Senior people don't take long to make decisions. When you're trying to convince people, remember the chapter around communication. People's attention spans are very, very short. Lead with your conclusion. I'm interested in applying for a role. Here is why and here is my background. Rather than, here is my background, this is what I've done, this is what I'm doing. I saw you had a job advert. I'd love to apply. Here's my application. Reverse that, switch it upside down. The pyramid principle is very, very powerful and it's very direct and clear when you use it correctly. The next principle, the MCI principle. Mis stands for mutually exclusive, collectively exhaustive. Consultants love this. They taught us this in consulting. This is a principle around framing, making sure that you have captured everything in scope, making sure that you've thought about all the options and also that each problem or each option is unique and it doesn't mess with the other option that there's no overlap. I want to give you an example. Think of a bag of skittles, the sweet candy. Can a skittle be red and green at the same time? No, it's either going to be a red skittle or a green skittle. And so if you opened up a bag of skittles and you decided to separate them out into different piles, you'd make red and you'd make green. And say, the red ones are over here, they taste like strawberry, and they are red skittles. These ones are different. They are green skittles. They taste like apple or lime, and they look green. So they are mutually exclusive. They cannot be both red and green skittles at the same time. Collectively exhaustive means, have I thought about the whole thing? Have I thought about the bigger picture? Is there anything I'm missing here in my options? Yeah, what about the orange skittles? What about the purple skittles? Okay, so let's take a step back here. Whilst I was focused on red and green and defining the differences between those, I actually forgot a couple of options that were on the table. And so when you're solving problems, think first about all the possible solutions, however ludicrous they might be. You need to think about all of the solutions. And very quickly, you can say, obviously, closing the factory down isn't going to be an option, so we can cancel that, right? And so now we're focused on really the meat and potatoes of this presentation. I'm going to talk about these three options. Forget the purple skittle because nobody likes that one. It's all about the red, the orange, and the green. That's what we're going to focus on. So mutually exclusive talks about ideas that are distinct and separate. Collectively exhaustive means that collectively, you have everything covered, all basis covered. Let's think another example. Let's think about a practical example. Why is my house messy? My house is messy because the kids have made it a mess because the guests came over and we haven't cleaned up after them. I haven't really had time recently because work is busy, no one's really helping me. These ideas are messy. These ideas are really complex, and it could also be that the reason your house is messy is because of a couple of things. That have overlapped. Not only did guests come over and the kids made a mess, but you didn't really get a chance to clean the house. Have you even thought for a second that maybe the cleaner was off sick this week. When the cleaner wasn't able to come, that has really left you didn't even think of this. Your idea thinking is not mutually exclusive and it's not collectively exhaustive because you forgot about the cleaner and your ideas are jumbled. Maybe a smarter way to think about why your house is messy could be reasons to do with me, reasons to do with the kids, reasons to do with my spouse, reasons to do with guests and reasons to do with the cleaner. Now every idea has its own distinct workflow together, we will definitely find out why the house is messy. So this could work in a professional sense and also in your personal lives as well. Think about taking a big problem like why is the house messy or whatever it might be. Why is the business losing money? Why are we unsuccessful in doing what we need to do as a business? Break down that big problem into smaller, manageable, distinct chunks, ideas, opinions, options, workstreams, whatever it might be, but make sure you don't leave any gaps. Mutually exclusive, collectively exhaustive. And that way, your big scary problem suddenly becomes easy to understand and it's an easier problem to the next principle works smarter, not harder. The Pareto principle talks about this. It talks about 80% of your effort generally only gives you 20% of the result. But 20% of your effort often gives 80% of the result. What does that mean, really? It means that actually you should be thinking very cerebrally and prioritizing your work accordingly. Imagine for a second, you were hosting a birthday party. You've got 20 different things to do. You need to sort out the venue, blow the balloons, buy the decorations, bake the cake, design the invites, send the invites, make the invite list, you know, put petrol in the car, all the different things that you need to do to prepare 20, 30 different items for the birthday party. That being said, not all of those items are equal of importance. There are some things that are make or break. If we don't get the venue booked in ASAP and pay that deposit, forget about blowing the balloons. There's no point. If I haven't worked out how many people I want to invite, there's no point in booking the catering or writing the invites. 20% of the tasks are going to give you 80% of the reward. Actually, the big 80%, it's neither here nor there. The choice of the balloon color, the position of the decorations, the design of the invite is not really going to make a material impact as to how people enjoy this birthday party. The same thing should apply to your work life. When you are at work, think about every single day, what is the top 20% of workflow items that if I get on top of these and nail these, it's going to give me immense return. By all means then start to work on the other 80% that needs to be done, but at least you've prioritized. The Perretta principle is 20% of the effort often in life leads to 80% of the results. Learn to prioritize and prioritize well. So there are some other methods you can use to solve problems. Imagine you're in the workplace and you have a team of people and you're working together. You know, problem structuring is always always advised. Structure is always better than no structure, although overdoing it can complicate things. Don't create layers and layers and layers of driver trees and structures for the sake of it. Sometimes you need to be agile, but generally thinking cerebral and structuring your problems, understanding things, using the Missi principle, using the Pareto 80 20 principle will really help you. The nominal group method is an interesting one. Imagine you had a team of ten people and we're choosing a venue for the Christmas party or something like that. You list all the ideas silently, create a master list, go around asking for any clarification so that everybody understands what the master list looks like, and you do an anonymous vote. It is democratic, it's fast, generally best for low impact, not a big deal kind of ideas. Single question technique thinks back a little bit to top down hypothesis driven problem solving. Identify the one key question that needs to be answered. What problem are we facing? What is that one question? If we nail this question, usually the first, why? We will then be able to cascade it down and solve the whole thing. Identify the most relevant sub questions. Think about the driver tree. It starts up top. What are the different components that sit underneath it? Gather the info, answer those questions, and then work out what is the best solution. And then ask the seven so whats the so what my solution. Does it solve the problem? For more complex problems that require lots of moving parts, lots of people, lots of timelines, lots of departments, the program evaluation and review technique, PERT, it's more like project management. Identify that final goal, list the key milestones that are going to signal success, order the events, visually represent it if it makes it easier, and then break things down into specific activities and sub goals. Make it into a timeline. Is it feasible? Is it affordable? Is it legal? Is it ethical core? Work out the critical path. That's the 80 20 rule, again, the Peta principle, work out which items in this project plan are the most critical and start working on them now. Even if they come later in the sequence, work on them now because they will be the blockers to success and then obviously allocate the resources and then go and deliver. These are some other principles you can use to solve some problems in the workplace and in your personal life. 14. 9. Problem Structuring & Frameworks (Part 2): So let's move on and do some fun practicing. I want you guys to go away, please, and create a driver tree. Think about the pyramid principle. Think about that slide where we had the top down hypothesis driven problem solving. You had all the different components, you had the drivers, you had the hypotheses, you had the findings, et cetera. I want you to do the same thing, but in a more social fun context. I want you to imagine that a group of us are going out for dinner. I want you to create a driver tree for this. Think about all the different possibilities that we could choose from when going out for dinner. I'll give you a hint. It could be around cuisine type. It could be around budget. It could be around dietary requirements, it could be a location. It could be all of the above. Make your own driver try. There's no right or wrong answer. I want to see how your brain is thinking. When you're trying to get into consulting interviews, they often make you do these exercises, not because there's a right answer, but because they want to test your thinking. Let's think about Starbucks coffee. Here's a common consulting question that uses mesi and pyramid principles and all this other stuff. How many cups of coffee do Starbucks sell in Dubai, for example, every single day? You could take a top down approach where you look at Starbucks global revenue. How much of that is made up by coffee, how much of that by region, how much of that by city, et cetera, et cetera? Or you could take the bottom up approach that says, a typical Starbucks in a busy city has busy times at morning, lunchtime and after work. When they're busy, they'll sell this much coffee. When they are not so busy, they'll sell this much coffee. A typical city will have this many Starbucks, and then you work your way up from the bottom. And then you do both of those, and you work out in the middle. The third option for you to choose from is holiday plans for 2025. We're a group of friends, and we're all going to go on holiday this year. Where should we go? How should you structure your thinking about the different options? Think of it like a flow chart of decision making. Think of the type of holiday. Is it a relaxing break or an adventure break? Think of the budgets. Are we trying to save money? Or is this a celebratory vacation because we've earned it? What activities are we going to be trying to do on this vacation? Is it lying on a beach and sipping mocktails or are we hiking somewhere or are we playing some sports or are we doing something a bit more adventurous? What travel preferences will people have? Are we taking flights or is this a train backpacking journey? Think about the different options and please do apply the frameworks that you've learned, particularly the Missi framework. Something can't be vegetarian and non vegetarian at the same time. If that's the dietary requirement angle you're going to go down. Think about something with clear structure. Apply the MC framework, mutually exclusive, collectively exhaustive. You should be thinking about all options and then quickly ruling out the ones you're not interested in and focusing on the ones that you are. I would love to hear your thoughts, please send me your driver tree, and I would love to hear your thoughts on how you're going to be using these principles in your work life and in your personal life. These are really profound and powerful. This is why I like this chapter so much. It's such an important skill that I use every single day. In my personal life and in my work life, I use driver trees and these principles to make clear frameworks and clear decisions. I would love to hear your thoughts and reflections on what you're currently doing what types of principles are you already using? You're probably already using the Peeta principle, 80 20, because you're probably prioritizing things anyway. But has it changed your thinking in any way? What are you going to do differently? Please send me your thoughts. I would love to see your thoughts and also your drive a tree, and I'm happy to give you some feedback on that. So top five takeaways from this chapter. Number one, big big scary problems should be broken down into smaller ones, particularly when those problems are a little bit more abstract. Keep asking why, why, why, why until you get to the real issue until you've found out what question you really need to be answering. Number three, structure is key. The more complex your problem, the clearer the structure needs to be. Number four, lead with your conclusion when you're sharing your findings, the pyramid principle. I know it will be easy to talk about this is what I did and this is what I achieved. Leading with your conclusion is profoundly powerful. Number five, 20% of the effort usually leads to 80% of the outcome. Thanks and best of luck, guys. 15. 10. Key Takeaways from the 2025 BCSEL Course: So there you have it, guys, business and consulting skills for emerging leaders, the 2025 update and the digital version of the physical course that I run. I just want to say thank you very much to everyone for joining. I really hope that you have enjoyed this course. I hope that you have found the range of topics interesting. I hope you're going to take away something valuable from this and make meaningful changes. Please believe in yourselves. The fact that you are even here on this course. And you're looking to learn and grow says something about who you are as a person, that you want to grow, you have humility, you have a desire and a thirst for knowledge. Well done, well done, well done, and I wish you every success in the future. Thank you very much for supporting this, and I really hope we get a chance to connect. Please connect with me on LinkedIn. Please send me an email. I would love to hear your feedback. But let's go through the key takeaways one more time. The elevator pitch, a great introduction makes you memorable. Storytelling is a great way to be memorable. Your non verbal choices are equally as important as what you do say. Attention spans are short, you have 30 seconds Max. Being genuine, relatable, and fun are great ways to be remembered. Remember the chapter on networking. Practice builds confidence and slickness. There's many ways and motivations for you to do your networking. Have a think about what yours is. Being genuine and generous is key. Networking is made up of listening as well as speaking and it involves being patient and connecting the dots. Remember the chapter on communication. Good communication requires a holistic approach. Being concise generally is a great idea. Staying calm when under pressure is key. Understanding your audience and tailoring your message to them is critical. We should be listening first and then speaking. Chapter four, engaging presentations. Knowing your audience and the message is the first step to creating that killer presentation. Less is often more. Techniques such as contrast and animations help you to control and manipulate your audience. Slide logic. You remember vertical logic and horizontal logic is important in creating any easy to understand presentation, and it's best to have only one main message per slide. The key principles of leadership. Leadership is about setting the direction and then taking your team on a journey. The best leaders are people focus, and they're honest, communicative, and are open and own their own mistakes. Leadership is a never ending journey of development and learning, and the best leaders learn to think laterally and see what everybody else does. Financial analysis. Financial analysis is used to evaluate company's historical and future financial performance. The income statement shows the profit and loss. The balance sheet provides an overview of the assets and liabilities. The cash flow statement shows how much CAST was generated and used in that period of time. Financial statements are used to assess the attractiveness of a company, their performance, and their projects and initiatives. Chapter seven, the introduction to economics. Economics is a science. It studies how society uses its resources to produce goods and services, the economic outputs. Macroeconomics looks at the big picture, the overall economy, microeconomics studies individual entities and markets. GDP growth domestic product is a measure of total value of goods and services produced by an economy over a year. Countries have different economic compositions and it's okay for those to change over time. Developing countries tend to have a GDP that grows faster than developing countries. Data visualization. Good data visualization is informative, trustworthy, accessible, and elegant. Data needs to be manipulated before it can become information, and that visualizing data step takes four steps. Reasoning and statistical analysis are going to help you to understand that data and you need to think very carefully about how you display your data and what chart you use. Finally, Chapter nine, big problems should be broken down into small problems. Keep asking why, why, why until you get to the real issue. Structure is key to answering these complicated questions. Lead with your conclusion, the pyramid principle, lead with your conclusion when you're sharing your findings, the Peeta principle, 20% of the effort usually leads to 80% of the outcome. So once again, guys, thank you so much for joining me on this learning journey. Your feedback is extremely valuable to me, and thank you very much again for supporting, and I hope you found this useful. Take care and please stay in touch.