Learn Neural Network Using Keras & Python from Scratch | Sobhan N. | Skillshare

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# Learn Neural Network Using Keras & Python from Scratch

## Watch this class and thousands more

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

## Watch this class and thousands more

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

22 Lessons (2h)

2:10

6:26

5:10

5:20

6:30

6:00

5:53

7:09

3:46

4:23

5:32

6:03

6:10

6:03

5:14

6:03

6:29

4:37

4:53

5:10

4:56
• ### 22. Forecast New York wind speed using LSTMs and Keras library - Part 5

7:02
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112

Students

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Projects

Do you like to learn how to forecast economic time series like stock price or indexes with high accuracy?

Do you like to know how to predict weather data like temperature and wind speed with a few lines of codes?

If you say Yes so read more ...

Artificial neural networks (ANNs) or connectionist systems are computing systems vaguely inspired by the biological neural networks that constitute animal brains. Such systems "learn" to perform tasks by considering examples, generally without being programmed with any task-specific rules.

A recurrent neural network (RNN) is a class of artificial neural network where connections between nodes form a directed graph along a sequence. This allows it to exhibit temporal dynamic behavior for a time sequence. Unlike feedforward neural networks, RNNs can use their internal state (memory) to process sequences of inputs.

In this course you learn how to build RNN and LSTM network in python and keras environment. I start with basic examples and move forward to more difficult examples.

In the 1st section you'll learn how to use python and Keras to forecast google stock price .

In the 2nd section you'll know how to use python and Keras to predict NASDAQ Index precisely.

In the 3rd section you'll learn how to use python and Keras to forecast New York temperature with low error.

In the 4th section you'll know how to use python and Keras to predict New York Wind speed accurately.

All resources files are attached in class project section.

It's time to take Action!

Click the "Take This Course" button at the top right now!

...Don't waste time! Every second of every day is valuable...

I can't wait to see you in the course!

Sobhan

### Sobhan N.

AI Developer | Electrical Engineer (PhD)

Teacher

My passion is teaching people through online courses. I love learning new skills, and since 2015 have been teaching people like you everything. I create courses that teach you how to become the better version of yourself with all kinds of skills.

What would you like to learn?

Would you like to learn Artificial Intelligence in python?

Would you like to make money creating landing pages?

Would you like to build your own AI programs & do something awesome for you?

Would you like to learn Xamarin to make both iOS/Android apps?

Would you like to learn how to write codes in HTML5 and CSS3?

Would you like to learn MATLAB the sci... See full profile

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