DP-700 Lesson 2: Ingest and Transform Batch and Streaming Data

Topics Covered

• Batch ingestion, Data Factory pipelines, dataflows, and orchestration
• Streaming and real-time ingestion patterns in Microsoft Fabric
• Configuration or development workflow and component interactions
• Hands-on implementation sequence, validation checkpoints, and common issues

Practical Activity

Develop a guided implementation plan and document the expected configuration, data, or workflow interactions.

• Document assumptions, selected features or services, and expected outcomes.
• Record validation evidence, risks, and any corrective actions.
• Summarize the decision in a reusable implementation or adoption note.

Lesson Outcome

Learners can explain and apply the lesson topics within a realistic DP-700 scenario.