Tools and resources

Tools for everyone

We’re making tools and resources available so that anyone can use technology to solve problems. Whether you’re just getting started or you’re already an expert, you’ll find the resources you need to reach your next breakthrough.

For developers

Get started with AI

We’re helping to build a collaborative ecosystem by providing tools, exercises and open source projects for students and developers everywhere.

For researchers and developers


We believe in fostering a rich and collaborative environment for researchers and developers. That's why we share large-scale datasets that anyone can use to further their work.

For organizations

Build with our tools and services

Our ML products and services are designed to be fast, scalable, and easy to use, so that you can apply machine learning to any business or organizational problem.

For startups

Supporting innovation everywhere

We’re fostering a growing ecosystem of AI-powered businesses and applications with mentorship, education, and resources to help everyone innovate and thrive.

Build your machine learning skills with Learn with Google AI

Whether you’re an ML expert or you’re just getting started, you’ll find training and information in our resource center.