Azure Machine Learning Certification – AI 100

In this course you will going to learn following topics (with focus on Azure AI100 Certification Exam):

  1. Concept of Machine Learning

  2. Cognitive Services

  3. Difference between Artificial Intelligence and Machine Learning

  4. Simple chatbot integrate in HTML websites

  5. Echo Bot

  6. Facebook Chat bot

  7. Question and Answer Maker

  8. LUIS(Language Understanding)

  9. Text Analytics

  10. Detecting Language

  11. Analyze image and video

  12. Recognition handwritten from text

  13. Generate Thumbnail

  14. Content Moderator

  15. Translate

Azure Machine Learning Certification- AI100

 

Introduction

 

Introduction to Certification Exam

 

overview

 

Intro to Azure Chatbot

 

Intro to Azure Machine Learning

 

 

Let’s starts with by creating simple chatbot

 

Simple Bot Test in Web chat

 

 

WebChat bot Get Embeded Code

 

WebChat bot Get Embeded Code

 

WebChat bot  Deploy chatbot

 

 

LUIS bot

 

Facebook Chatbot  Create Facebook App for FB Business page

 

Facebook Chatbot  Gather Credentials

 

Facebook Chatbot  Connect bot services with Facebook App

 

Facebook Chatbot  Deploy

 

Facebook Chatbot  Deleting resources

 

 

Facebook Chatbot

 

LUIS  Creating and testing LUIS app

 

LUIS  Publish LUIS app

 

LUIS  Adding some modification to LUIS app

 

LUIS  Sentiment Analysis using LUIS App

 

 

QnA Chatbot

 

QnA  Creating QnA Maker services

 

QnA  Knowledge Base

 

QnA  Deploy

 

 

Computer vision

 

Computer Vision  Create Service

 

Computer Vision  Analyze image , text in image and generate thumbnail

 

 

Content moderator

 

Content ModeratorText Moderation

 

Content ModeratorImage and Video Moderation

 

Content Moderator Explore Dashboard

 

Content Moderator  Create Instance

 

 

Custom vision

 

Custom Vision  Create project

 

Custom Vision  Upload Image and add tags

 

Custom Vision  Train model and predict unlabeled image

 

Custom Vision  Delete Resource

 

 

Text analysis

 

Text Analytics Create Service

 

Text Analytics Language Detection

 

Text Analytics Sentiment Analysis

 

Text Analytics Key Phrase Extraction

 

Text Analytics Entity Recognition

 

 

Translator

 

 

Translate Creating Service

 

Translate Deploy

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