In this lab, you'll learn to create your own machine learning pipelines using TensorFlow Extended (TFX) and Apache Airflow as the orchestrator.
Overview
Syllabus
- GSP1090
- Overview
- Apache Airflow for Pipeline Orchestration
- Chicago Taxi Dataset
- Setup
- Enable Google Cloud services
- Deploy Vertex Notebook instance
- Setup the environment
- Configuring Airflow server
- Running a DAG/Pipeline
- Understanding the components
- Congratulations!
