Data Engineering with Delta Lake on Databricks
Completed by Phumlani Matolengwe
July 9, 2026
2 hours (approximately)
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What you will learn
Build declarative ETL pipelines with Delta Live Tables using both SQL and Python, including streaming ingestion with Auto Loader and schema evolution
Implement the Medallion Architecture (bronze, silver, gold) with expectations-based data quality enforcement at each layer
Design production pipelines with Change Data Capture, incremental processing, and performance optimization using Z-ordering and partitioning
Skills you will gain
- Category: Data Governance
- Category: Extract, Transform, Load
- Category: Data Pipelines
- Category: Data Wrangling
- Category: Databricks
- Category: Data Strategy
- Category: Data Processing
- Category: Data Lakes
- Category: Data Science
- Category: Data Architecture
- Category: SQL
- Category: Apache
