Trainings Outlines
Microsoft Fabric is a SaaS platform. It integrates data components. It provides a unified experience for data pros and business users.
Module 1: Introduction to Microsoft Fabric
- Understanding the role of Fabric in modern data analytics.
- Overview of Fabric components: Fabric Lakehouse, Dataflows Gen2, and more.
- Key benefits and use cases.
Module 2: Fabric Architecture and Components
- Deep dive into Fabric Lakehouse architecture.
- Exploring Azure Synapse Analytics integration.
- Understanding Fabric Dataflows Gen2 and their role in data preparation.
Module 3: Data Ingestion and Transformation with Fabric
- Configuring data connectors for ingestion.
- Transforming data using Fabric Dataflows.
- Hands-on labs: Building data pipelines.
Module 4: Fabric Analytics and Querying
- Leveraging Apache Spark for big data analytics.
- Writing SQL queries against Fabric datasets.
- Performance optimization techniques.
Module 5: Security and Governance in Fabric
- Role-based access control (RBAC) in Fabric.
- Data lineage and auditing.
- Compliance considerations.
Module 6: Advanced Topics and Best Practices
- Real-time streaming with Fabric.
- Integrating with Power BI and other visualization tools.
- Monitoring and troubleshooting.
Module 7: Case Studies and Industry Applications
- Real-world examples of successful Fabric implementations.
- Industry-specific use cases (e.g., retail, finance, healthcare).