Fundamentals of Artificial Intelligence and Machine Learning In Cloud Platforms
Learn fundamental applications of Machine Learning and AI using the Microsoft Azure Cloud Platform.
Getting Started With Artificial Intelligence
Introduction to AI
Understanding machine learning
Understanding Anomaly Detection
Understanding Computer Vision
Understanding Natural Language Processing
Understanding Knowledge Mining
Challenges And Risks With AI
Understanding Responsible AI
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Summary
Use Automated Machine Learning in Azure Machine Learning
Introduction
What is machine learning?
What is Azure Machine Learning studio?
What is Azure Automated Machine Learning?
Understand the AutoML process
Optional Exercise - Explore Automated Machine Learning in Azure ML
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Summary
Introduction
What is Azure Machine Learning?
What is Azure Machine Learning designer?
Understanding steps for regression
Optional Exercise - Explore regression with Azure Machine Learning designer
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Summary
Introduction
Identify classification machine learning scenarios
What is Azure Machine Learning?
Screenshot of the pipelines page in Azure Machine Learning designer.
Understanding steps for classification
Optional Exercise - Explore classification with Azure Machine Learning designer
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Summary
Introduction
Identify clustering machine learning scenarios
What is Azure Machine Learning?
What is Azure Machine Learning designer?
Understanding steps for clustering
Optional Exercise - Explore clustering with Azure Machine Learning designer
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Summary
Introduction
Get started with image analysis on Azure
Optional Exercise - Explore Computer Vision
Knowledge Check
Summary