Azure Data Scientist Associate Certification Guide

Table of Contents

1. An Overview of Modern Data Science
2. Deploying Azure Machine Learning Workspace Resources
3. Azure Machine Learning Studio Components
4. Configuring the Workspace
5. Letting the Machines Do the Model Training
6. Visual Model Training and Publishing
7. The AzureML Python SDK
8. Experimenting with Python Code
9. Optimizing the ML Model
10. Understanding Model Results
11. Working with Pipelines
12. Operationalizing Models with Code