Orchestrating a TFX Pipeline with Airflow

Offered By: Google via Google Cloud Skills Boost

Tags

Google Cloud Platform (GCP) Courses Apache Airflow Courses Machine Learning Pipelines Courses TensorFlow Extended Courses

Course Description

Overview

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In this lab, you'll learn to create your own machine learning pipelines using TensorFlow Extended (TFX) and Apache Airflow as the orchestrator.

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!

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united states

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