TensorFlow Federated Tutorials

Stay organized with collections Save and categorize content based on your preferences.

These colab-based tutorials walk you through the main TFF concepts and APIs using practical examples. Reference documentation can be found in the TFF guides.

Getting started with federated learning

Getting started with federated analytics

Writing custom federated computations

Simulation best practices

Intermediate and advanced tutorials