Tecton Tutorials
The Tecton documentation offers hands-on tutorials to help you learn how to use Tecton. The tutorials cover topics such as:
- Defining data sources, features, and feature services
- Controlling feature materialization
- Reading feature data for training and inference
- Monitoring your features
- And more.
Tecton Fundamentals Tutorial​
The Tecton Fundamentals Tutorial is a comprehensive tutorial for learning the basics of working with Tecton. In this tutorial, you will build a feature pipeline to detect fraudulent transactions. The tutorial covers:
- Creating data sources, features, and a feature service
- Enabling materialization to pre-compute feature values
- Retrieving feature data for model training and making predictions
This tutorial is a great place to start for new Tecton users. You can complete the Tecton Fundamentals Tutorial on Tecton on Databricks or Tecton on EMR. Get started here.
Other Tutorial-like content in these docs​
There are additional tutorials available on specific areas of Tecton:
Defining Features​
Reading Feature Data​
- Methods for Calling get_historical_features()
- Reading Feature Data for Inference
- Reading Online Features for Inference Using the HTTP API
