Azure AI Machine Learning

Explore comprehensive tutorials for building, training, and deploying AI models with Azure.

Getting Started with Azure AI Machine Learning

Quickstart Image

Quickstart: Your First Azure ML Model

Learn the basics of creating and deploying a simple machine learning model using Azure Machine Learning Studio.

Beginner 15 min read
View Tutorial
Data Preparation Image

Data Preparation and Feature Engineering

Discover techniques for cleaning, transforming, and enriching your data for optimal model performance.

Intermediate 25 min read
View Tutorial
Model Training Image

Training Deep Learning Models

Explore how to leverage Azure ML for training complex deep learning models with various frameworks.

Advanced 30 min read
View Tutorial
Deployment Image

Deploying Models to Production

Learn strategies for deploying your trained models as scalable web services on Azure.

Intermediate 20 min read
View Tutorial
MLOps Image

Implementing MLOps Best Practices

Understand how to manage the end-to-end machine learning lifecycle with MLOps on Azure.

Advanced 40 min read
View Tutorial
Responsible AI Image

Building Responsible AI Solutions

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

Intermediate 22 min read
View Tutorial