Using Microsoft Bot Framework, LUIS, and Cognitive Services

Nilay Mehta

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54 Videos (4h 40m)
    • Promo Video

      3:00
    • Introduction to Course

      2:06
    • What is Bots & AI?

      2:06
    • What is Bot Framework?

      4:46
    • Setting up environment for Bot Framework

      1:58
    • Create your First Bot

      5:54
    • Dialog: Understood and create basic Dialog

      5:03
    • Dialog: Using Dialog Chain

      6:28
    • Dialog: PromptDialog

      10:37
    • FormFlow: Understood and create basic Form

      9:49
    • FormFlow: Attributes

      11:30
    • FormFlow: Validation & Completion

      9:49
    • Card: Working with Hero and Thumbnail Cards

      7:41
    • Card: Working with Audio, Video, and Animation Cards

      3:55
    • Create Azure Bot Service

      4:31
    • Understood Bot Management & Settings

      3:22
    • Deploy your Bot on Azure

      3:23
    • Publish on Web site

      1:57
    • Publish on Skype

      3:47
    • Publish on Facebook Messenger

      5:10
    • Publish on Slack

      4:28
    • Publish on Telegram

      2:27
    • Publish on Cortana

      4:19
    • What is LUIS?

      4:16
    • Intent & Utterances

      3:47
    • Prebuilt Domain

      2:17
    • Using Entities

      6:17
    • Train & Test and Publish Bot

      4:41
    • Phrase lists

      2:31
    • Settings in LUIS

      3:11
    • Publish LUIS Application

      2:17
    • Review Endpoints

      3:16
    • Integrate LUIS App

      4:11
    • Working with Entities

      4:53
    • Use API to retrieve data

      4:58
    • Create Speech Response

      3:04
    • Manage State

      8:04
    • Channel specific data

      4:57
    • Proactive Message

      7:35
    • What is Cognitive Services?

      3:36
    • Computer Vision API - 1

      12:58
    • Computer Vision API - 2

      9:48
    • Face API

      9:57
    • Emotion API

      4:14
    • Bing API: Web Search

      6:46
    • Bing API: Image & Video Search

      6:42
    • Bing API: News & Entity Search

      9:15
    • Bing API: Spell check

      3:43
    • Text Analysis API - 1

      6:48
    • Text Analysis API - 2

      3:49
    • Content Moderator API

      5:43
    • Translation API

      4:13
    • Conclusion

      2:12
    • Bonus Lecture

      2:10

About This Class

AI is Artificial intelligence, Study of intelligent agents and takes actions. Bots are a Software application that runs automated tasks and Simulates how a human would behave.

This course includes 4 Core components. All listed items are Microsoft's product and have proper documentation so if you stuck anywhere you can find proper documentation.

  • Microsoft Bot Framework enables you to build bots that support different types of interactions with users. Microsoft Bot Framework allows us to create conversational chatbots. Every bot has some common functionalities. Such as each bot require basic I/O, they must have language and dialog skills, and they must connect to users, preferably in any conversation experience and language the user chooses. The Bot Framework is responsible for this.
  • LUIS stands for Language Understanding Intelligent Service. LUIS uses machine learning to allow developers to build applications that can receive user input in natural language and extract meaning from it. It allows your application to understand what a person wants in their own words.
  • Azure Bot Services provides an integrated environment purpose-built for bot development. You can write a bot, connect, test, deploy, and manage it from your web browser with no separate editor. We can publish it to various channels such as Skype, Cortana, Facebook Messenger, Telegram, Slack etc.
  • Azure Cognitive Services is a collection of APIs that enables natural and contextual interaction. It has intelligent algorithms to see, hear, speak, understand and interpret user needs through natural methods of communication.

Through this series, we will learnchro

  • How to create Form using FormFlow and make Rich cards
  • Use of Azure Bot Services
  • Publish bot on Skype, Facebook Messenger, Slack, Telegram, and Cortana.
  • Understood LUIS.AI and integrate it with Bot Framework.
  • Advance concepts of Bot Framework such as State management and Proactive messages.
  • And use cognitive services such as Vision API, Language API, and Bing Search APIs.

We will learn all above things through this video series. If you have any doubts then you can contact me via mail, message, or Q & A.    

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