Examples

Learn to create production pipelines with TensorFlow Extended examples.

TensorFlow Data Analysis

This example takes you through using TFDV to analyze data, find and fix anomalies, and create a schema.

TensorFlow Transform (beginner)

This getting started example introduces you to the basics of using TFT for feature engineering.

TensorFlow Transform (advanced)

Continue your TFT journey with this more advanced example.

TensorFlow Serving

This example introduces training a model and serving inference requests with TFS.

A Complete TFX Pipeline

Now that you understand each of the components, put them all together in a complete TFX ML pipeline.