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Learn how to migrate from Apache Airflow to Lakeflow Jobs for modern data orchestration in this 33-minute conference talk. Explore the key differences between traditional Airflow DAGs and declarative, incremental ETL pipelines with Lakeflow, while discovering best practices for transitioning legacy systems to more efficient workflows. Gain practical examples and actionable tips to improve efficiency, scalability, and maintainability in your data orchestration processes. Understand the benefits of moving from traditional workflow orchestration to modern data pipeline approaches, with insights from Databricks product managers James Malone and Roland Fäustlin on implementing these changes in production environments.
Syllabus
From Apache Airflow to Lakeflow Jobs: A Guide for Workflow Modernization
Taught by
Databricks