Courses
Curated bundle content for Databricks.
Delta Lake Table Design for Reliable AI Data
Design Delta tables with transaction guarantees, schema controls, history, and file layout that support batch and streaming workloads.
Lakeflow and Structured Streaming Pipelines
Build incremental ingestion pipelines with Auto Loader concepts, streaming tables, expectations, and operational handoffs.
Spark Performance for Data Teams
Tune Spark SQL and DataFrame workloads by reading plans, choosing partitions, and avoiding shuffle-heavy surprises.
Unity Catalog Governance for Data and AI Assets
Model securable objects, privileges, lineage, discovery, and audit signals across data, features, models, and functions.
MLflow and Model Serving Operations
Track experiments, register models, deploy endpoints, and connect serving health with evaluation and rollback plans.
Production AI Monitoring and Incident Review
Monitor data quality, model behavior, AI Gateway usage, incidents, and release feedback loops.
Lakehouse AI Production Readiness Certificate
A capstone-style certificate for teams operating data, governance, and AI workflows on Databricks.