The training includes but is not limited to the topics below:

Introduction to Microsoft Fabric
- What is Fabric,
- How to enable it in your organization,
- the Workspace structure
- Licensing
Data Integration
- ETL vs ELT
- Data Factory,
- Data Pipelines and Activities,
- Dataflow Gen2
Data Engineering
- Lakehouse,
- Notebook,
- Spark Job Definition
Data Warehousing
- Synapse Data Warehouse,
- SQL Endpoint and Querying
Business Intelligence
- Power BI,
- Connection Types,
- Datasets and Datamarts,
- Report and Paginated report,
- DirectLake
Data Science
- Machine Learning models
- and Experiments
Real-time Analytics
- Real-time and Kusto
- Event Stream,
- KQL database and query
Storage Engine: OneLake
- From data silos to OneLake,
- Domains,
- OneCopy and Shortcuts
Data Activator
- What it is,
- How it works with other workloads
Administration and Governance
- Admin Portal,
- REST API,
- Security,
- Governance
End to End scenarios and best practices
- Lakehouse vs. Warehouse vs. Datamart
- Deployment Pipelines
- Git Integration
- Golden end-to-end Scenarios