Azure AI Fundamentals
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Course Introduction

I'm pleased to meet you!
About this training
Create a free Azure account
Recap
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Introduction To AI

In this section...
What is AI?
The history of AI
Machine Learning
Anomaly Detection
Computer Vision
Natural Language Processing
AI in Microsoft Azure
Bias in AI
Examples of bias in AI
Risks with AI
Principles of responsible AI
Recap
Test your knowledge
AI Quiz
Your achievement badge
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Machine Learning

In this section...
What is Machine Learning?
Regression
Demo: Predict bike demand in Washington DC
Classification
The Confusion Matrix
Demo: Predict heart disease in Ohio
Clustering
Azure Machine Learning
Automated Machine Learning
The Azure Machine Learning Designer
Recap
Test your knowledge
Machine Learning Quiz
Your achievement badge
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Computer Vision

In this section...
What is Computer Vision?
Image Classification
Object Detection
Semantic Segmentation
Image Analysis
Face Detection and Recognition
Optical Character Recognition
Demo: Describe an image
Demo: Analyze faces in an image
The Cognitive Services
The Computer Vision Service
The Custom Vision Service
The Face Service
Reading text and analyzing forms
Recap
Test your knowledge
Computer Vision Quiz
Your achievement badge...
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Natural Language Processing

In this section...
What is Natural Language Processing?
Text Analytics, Speech and Translation
Demo: Text Analytics
Demo: Automatic translation
Language Understanding
Demo: Control a smart home
Demo: Control a light with LUIS
Demo: Prompt Engineering
Demo: Fake news generation
Demo: Hallucination
Responsible conversational bots
Demo: Microsoft healthcare bot
Recap
Test your knowledge
Language Processing Quiz
Your achievement badge...
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In Conclusion

Course recap
The AI-900 exam
Your certificate of completion
Closing words

Demo: Predict bike demand in Washington DC

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