Cloud and AI Platform
Unify Your Data Platform
Intermediate
Microsoft FabricMicrosoft Fabric: Data Factory
Data Factory in Microsoft Fabric is a cloud-scale data integration service designed to simplify complex ETL (Extract, Transform, Load) scenarios. In this course you will learn to ingest data with Pipelines, transform and prepare data using Dataflow Gen2. You will also learn how to migrate from Azure Data Factory to Data Factory in Microsoft Fabric.
8 hours(Suggested: 2 days, 4h/day)TechnicalProject ReadyHands-on Labs
MS Course ID: 00736
Last Updated: Jul 31, 2025
Course Syllabus
1
Module 1: Introduction to Data Factory in Microsoft Fabric
• Microsoft Fabric - The unified data platform for AI transformation
• Data Factory in Microsoft Fabric
90 mins
Lecture
2
Module 2: Ingest data with Data Factory in Microsoft Fabric
• Data ingestion with Pipelines
• Copy activity with Pipelines
• Use parameters and expressions in Pipelines
• Data ingestion with Copy Job
• Mirroring databases in Microsoft Fabric
• Execute, monitor and troubleshoot Pipelines
• Pipeline storage event triggers
• REST API capabilities and CI/CD for Pipelines
• Fabric Pipelines vs. ADF/Synapse Pipelines
90 mins
Lecture
3
Hands on Labs
• Use case 01 - Implementing Medallion Architecture with Data Factory in Microsoft Fabric for Scalable Data Processing
60 mins
Lab
4
Module 3: Data Transformation with Dataflows Gen2
• Dataflows Gen2 in Microsoft Fabric
• Fast Copy in Dataflows Gen2
• Dataflow Gen2 with CI/CD and Git integration support
• Monitor your Dataflows
• Copilot for Data Factory in Microsoft Fabric
• Workflow Orchestration with Apache Airflow job
90 mins
Lecture
5
Module 4: Migrate to Data Factory in Microsoft Fabric
• Plan your migration from Azure Data Factory to Data Factory in Microsoft Fabric
• Migrate from Dataflow Gen1 to Dataflow Gen2
• Move queries from Dataflow Gen1 to Dataflow Gen2
• Ingest data into Microsoft Fabric using the Azure Data Factory Copy Activity
• Deployment pipelines
90 mins
Lecture
6
Hands on Labs
• Use case 02 - Standalone Dataflow and Deployment Components
60 mins
Lab
What You'll Learn
Understand core concepts and best practices
Hands-on experience with real-world scenarios
Learn from certified Microsoft experts
Prepare for relevant certifications
Access to lab environments
Post-training support and resources
Course Details
- Duration
- 8 hours
- Level
- Intermediate
- Role
- Technical
- Course Type
- Project Ready
- Partner Segment
- SMB, Enterprise
- Course Stage
- Available
- Hands-on Labs
- Yes