Microsoft Fabric exercises
The following exercises are designed to support the modules on Microsoft Learn.
Module | Lab |
---|---|
Get started with lakehouses in Microsoft Fabric | Create a Microsoft Fabric Lakehouse |
Use Apache Spark to work with files in a lakehouse | Analyze data with Apache Spark |
Work with Delta Lake tables in Microsoft Fabric | Use delta tables in Apache Spark |
Organize a Fabric lakehouse using medallion architecture design | Create a medallion architecture in a Microsoft Fabric lakehouse |
Use Data Factory pipelines in Microsoft Fabric | Ingest data with a pipeline in Microsoft Fabric |
Ingest Data with Dataflows Gen2 in Microsoft Fabric | Create and use Dataflows (Gen2) in Microsoft Fabric |
Get started with data warehouses in Microsoft Fabric | Analyze data in a data warehouse |
Load data into a warehouse in Microsoft Fabric | Load data into a warehouse using T-SQL |
Query a data warehouse in Microsoft Fabric | Query a data warehouse in Microsoft Fabric |
Monitor a data warehouse in Microsoft Fabric | Monitor a data warehouse in Microsoft Fabric |
Secure a Microsoft Fabric data warehouse | Secure a Microsoft Fabric data warehouse |
Get started with Real-Time Intelligence in Microsoft Fabric | Get started with Real-Time Intelligence in Microsoft Fabric |
Get started with data science in Microsoft Fabric | Get started with data science in Microsoft Fabric |
Explore data for data science with notebooks in Microsoft Fabric | Explore data for data science with notebooks in Microsoft Fabric |
Preprocess data with Data Wrangler in Microsoft Fabric | Preprocess data with Data Wrangler in Microsoft Fabric |
Train and track machine learning models with MLflow in Microsoft Fabric | Train and track machine learning models with MLflow in Microsoft Fabric |
Generate batch predictions using a deployed model in Microsoft Fabric | Generate batch predictions using a deployed model in Microsoft Fabric |
Ingest real-time data with Eventstream in Microsoft Fabric | Ingest real-time data with Eventstream in Microsoft Fabric |
Work with data in a Microsoft Fabric eventhouse | Work with data in a Microsoft Fabric eventhouse |
Get started with Real-Time Dashboards in Microsoft Fabric | Get started with Real-time Dashboards in Microsoft Fabric |
Create DAX calculations in Power BI Desktop | Create DAX calculations in Power BI Desktop |
Design scalable semantic models | Design scalable semantic models |
Create reusable Power BI assets | Create reusable Power BI assets |
Enforce semantic model security | Enforce semantic model security |
Monitoring Fabric | Monitor Fabric activity in the monitoring hub |
Secure data access in Microsoft Fabric | Secure data access in Microsoft Fabric |
Get started with SQL Database in Microsoft Fabric | Work with SQL Database in Microsoft Fabric |
Get started with GraphQL in Microsoft Fabric | Work with API for GraphQL in Microsoft Fabric |
Implement CI/CD in Microsoft Fabric | Implement deployment pipelines in Microsoft Fabric |
Get started with Copilot in Fabric for data engineering | Work smarter with Copilot in Microsoft Fabric Dataflow Gen2 |
Get started with Copilot in Fabric for data engineering | Analyze data with Apache Spark and Copilot in Microsoft Fabric notebooks |
Get started with Copilot in Fabric for Data Warehouse | Use Copilot in Microsoft Fabric data warehouse |
Implement Fabric Data Agents | Chat with your data using Microsoft Fabric data agents |