Get started with machine learning

Start building machine learning models with quickstarts and step-by-step solutions for common machine learning scenarios.

What is machine learning?

Machine learning (ML) is a technique that enables computer systems to learn and make predictions based on data. What problems can you solve with machine learning? What’s the difference between machine learning and deep learning? What languages, tools, and frameworks should you use, and where should you start? Watch this overview to find out.

Explore

Build models your way with these simple quickstarts.

Zero-code automated machine learning

Visual drag and drop interface

Code-first notebook experience

Get inspired

Explore step-by-step solutions for common machine learning scenarios.

Multi-class classification

Modeling earthquake damage: uncover areas of greatest damage to target rescue forces

Image recognition

Medical pill identification: reduce human error in the sorting and preparation of medication.

Time-series forecasting

Energy demand forecasting: predict the future load on the New York City energy grid.

Engage

Build something cool at our hackathon, or meet like-minded peers at a community event near you.

Online hackathon

Put your machine learning skills to the test and win prizes and recognition.

Saiba mais

Community events

Join the Global AI Night at one of 67 venues around the world and dive into machine learning with your peers.

Register now

Additional resources

Get certified

Take the next step. Earn your data scientist certification with Microsoft Learn.

Stay current

Sign up for the Microsoft Azure AI Newsletter and get the latest updates and resources.