Azure AI Fundamentals (AI-900) Cert Prep: 2 Principles of Machine Learning on Azure

Explore the fundamental principles of machine learning on Azure to tackle the second domain of the Microsoft Azure AI Fundamentals (AI-900) certification exam.

Introduction

• Getting started with the AI-900 Machine Learning exam
• Overview of the Azure Fundamentals certification

1. Principles of Machine Learning

• What is machine learning?
• Practice: Types of machine learning
• Machine learning services in Azure
• Creating an Azure ML resource

2. Creating an Experiment in Azure ML

• Machine learning definitions
• The machine learning process: Data steps
• The machine learning process: Model steps
• Creating an Azure ML model
• Model evaluation metrics
• Performing model evaluation

3. Azure AutoML

• Overview of the Azure AutoML
• Using Azure AutoML

Conclusion

• Azure ML: Additional resources