Validates skills in designing and implementing data engineering solutions using Azure Databricks, including Delta Lake, Unity Catalog, and data pipelines.

Delta Lake ACID, Time Travel, MERGE, VACUUM, Unity Catalog, Auto Loader, and Structured Streaming fundamentals.

Core Concepts

Security & Secrets, Unity Catalog, Compute & Clusters, Monitoring, Data Transformation, Ingestion, Modeling, Performance, Pipeline Orchestration, Data Quality, and CI/CD.

Pipelines & Orchestration

Compute & Clusters, Unity Catalog, Pipeline Orchestration, Data Ingestion, Data Quality, Security & Secrets, Data Transformation, Monitoring, Data Modeling, and CI/CD.

Performance & Optimization

Unity Catalog access control & volumes, compute & libraries, data formats, performance, monitoring & audit, data ingestion & CDC, CI/CD & Bundles, data modeling, and pipeline orchestration.

Security & Governance

Security & Secrets, CI/CD & Git Workflows, Data Modeling, Performance & Optimization, Pipeline Orchestration, Data Transformation, Data Quality, Data Ingestion, Compute & Clusters, Monitoring, and Unity Catalog.

Security, CI/CD & Advanced Topics

Unity Catalog, Data Ingestion, Pipeline Orchestration, Performance & Optimization, Security & Governance, CI/CD & Git Workflows, Monitoring, Data Transformation, Data Quality, Data Modeling, and Compute & Clusters.