Data, AI, and ML Fundamentals Exercises

These hands-on exercises are designed to support training content.

To complete these exercises, you'll need a Microsoft Azure subscription. You can sign up for a free trial at https://azure.microsoft.com.

Exercises
Explore Azure Portal
Explore Azure AI Services
Get Started with Azure AI Services
Explore content filters in Azure OpenAI
Explore Automated Machine Learning in Azure Machine Learning
Explore Data in Machine Learning
Explore Regression with Azure Machine Learning Designer
Explore Classification with Azure Machine Learning Designer
Explore Clustering with Azure Machine Learning Designer
Custom Object Detection Models
Data Labeling Project
Train Production Model
Deploy Production Model
Build classical Machine Learning
Data Analysis with Python
Regression Models with Python
Evaluate Regression Models with Python
Classification Models with Python
Evaluate Classification Models with Python