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
Get started with real-time analytics in Microsoft Fabric Get started with Real-Time Analytics 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
Get started with Real-Time Analytics in Microsoft Fabric Get started with Real-Time Analytics in Microsoft Fabric
Ingest data with Spark and Microsoft Fabric notebooks Ingest data with Spark and Microsoft Fabric notebooks
Get started with Data Activator in Microsoft Fabric Use Data Activator in Fabric
Query data from a Kusto Query database in Microsoft Fabric Query data in KQL Database
Understand scalability in Power BI Create and explore a semantic model
Design and build tabular models Work with model relationships
Optimize enterprise-scale tabular models Use tools to optimize Power BI performance
Design and build tabular models Enforce semantic model security