Databricks Data Engineer [2025] | Strong Hands-on for Databricks Certified Data Engineer Associate Certification Exam
What you'll learn
- All the important topics you need to PASS the Certification - with deep hands-on practice
- Understand key concepts like Lakehouse Federation, Lakeflow Connect, and the Medallion Architecture
- Strong hands-on with Unity Catalog, Volumes, Metastore, Catalog UDFs, and utils
- PySpark Big Data Crash Course - from basics to real-world use cases
- Master Spark Structured Streaming using Auto Loader for INCREMENTAL real-time data ingestion
- Learn the complete Delta Lake Architecture, its benefits, and how to implement & tune it for performance
- Deploy and manage Databricks SQL Warehouses with parameterized queries, alerts, and query caching
- Build streaming pipelines using Streaming Tables, Materialized Views, and Lakeflow Declarative Pipelines
- Implement Slowly Changing Dimensions (SCDs) and add Data Quality checks using Delta Live Tables
- Master Lakeflow Jobs to orchestrate your ETL pipelines like a pro
- Understand and apply Row-Level Security, Data Masking, and Delta Sharing for secure data access
- Learn Data Versioning, Time Travel, ZORDERING, Cloning, and Liquid Clustering