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Lakeflow Declarative Pipelines tutorials

The tutorials in this section are designed to help you learn about Lakeflow Declarative Pipelines. The following tutorials are available:

Get started with Lakeflow Declarative Pipelines

Topic

Description

Tutorial: Build an ETL pipeline with Lakeflow Declarative Pipelines

This tutorial shows you how to create and deploy a simple ETL (extract, transform, and load) pipeline for data orchestration using Lakeflow Declarative Pipelines and Auto Loader.

Tutorials

Topic

Description

Tutorial: Build an ETL pipeline using change data capture with Lakeflow Declarative Pipelines

This tutorial walks you through the steps to create and deploy an ETL pipeline with change data capture (CDC) using Lakeflow Declarative Pipelines for data orchestration andAuto Loader.

Convert Lakeflow Declarative Pipelines into a Databricks Asset Bundle project

This tutorial shows you how to convert an existing ETL pipeline in Lakeflow Declarative Pipelines into a Databricks Asset Bundles project, to provide easier maintenance and automated deployment to target environments.