What you will learn

• Design and implement performant batch and incremental data loading patterns in Microsoft Fabric.

• Ingest and process real-time streaming data using KQL, Eventstreams, and Spark Structured Streaming.

• Apply data transformation and quality techniques such as windowing, aggregation, deduplication, and denormalization.

• Deploy scalable, analytics-ready datasets for reporting, dashboards, and downstream insight generation.