Your learning path
Databricks Data Engineer Associate
An original, practical learning path for building governed batch and streaming data pipelines on Databricks.
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Welcome to the course
Start with the foundations
Learn lakehouse and medallion architecture, Spark SQL and DataFrames, ingestion and CDC, Delta Lake operations, Lakeflow pipelines, Structured Streaming, Lakeflow Jobs, Unity Catalog governance, and production troubleshooting. Each lesson includes practical guidance, an original knowledge check, and a visual process diagram. This independent resource is not an official Databricks course or exam blueprint. Confirm current objectives, exam policies, and product availability in official Databricks documentation.
Begin the first lesson