Orchestrating a TFX Pipeline with Airflow

About this course

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you'll learn to create your own machine learning pipelines using TensorFlow Extended (TFX) and Apache Airflow as the orchestrator.

What you will learn

• You’ll learn how to create an ML pipeline using TFX
• You'll follow a typical ML development process
• Ingesting, Understanding & cleaning data, Feature engineering, Training, Analyzing model performance, Lather, rinse, repeat and Ready for production