Module 1: Introduction to data analytics on Azure
- Explore Azure data services for modern analytics
- Understand concepts of data analytics
- Explore data analytics at scale
Module 2: Govern data across an enterprise
- Introduction to Microsoft Purview
- Discover trusted data using Microsoft Purview
- Catalog data artifacts by using Microsoft Purview
- Manage Power BI artifacts by using Microsoft Purview
Module 3: Model, query, and explore data in Azure Synapse
- Introduction to Azure Synapse Analytics.
- Implement star schema design and query relational data in Azure.
- Analyze data with a serverless SQL pool in Azure Synapse Analytics.
- Optimize data warehouse query design.
- Analyze data with a Spark Pool in Azure Synapse Analytics.
Lab 1: Query data in Azure.
Lab 2: Explore data in Spark notebooks.
Lab 3: Create a star schema model.
Module 4: Prepare data for tabular models in Power BI
- Choose a Power BI model framework.
- Understand scalability in Power BI.
- Optimize Power Query for scalable solutions.
- Create and manage scalable Power BI dataflows.
Lab 1: Create a dataflow.