Quickstart Tutorial

Get Started with Azure Machine Learning

A hands-on quickstart to set up your first Azure ML workspace and train a simple model.

Data Preparation Tutorial

Data Preparation and Feature Engineering

Learn techniques for cleaning, transforming, and preparing your data for machine learning models.

Model Training Tutorial

Training and Tuning ML Models

Discover how to train various types of ML models and optimize their hyperparameters for better performance.

Deployment Tutorial

Deploying Models as Web Services

Step-by-step guide to deploying your trained models to Azure for real-time inference.

MLOps Tutorial

Implementing MLOps with Azure ML

Learn best practices for versioning, CI/CD, and monitoring in your ML workflows.

Responsible AI Tutorial

Building Responsible AI Solutions

Explore tools and techniques for fairness, interpretability, and privacy in AI.