Learning Path1: Explore end-to-end analytics with Microsoft Fabric
Describe end-to-end analytics in Microsoft Fabric
Understand data teams and roles that use Fabric
Describe how to enable and use Fabric
Learning Path 2: Get started with lakehouses in Microsoft Fabric
Describe core features and capabilities of lakehouses in Microsoft Fabric
Create a lakehouse
Ingest data into files and tables in a lakehouse
Query lakehouse tables with SQL
Learning Path 3: Use Apache Spark in Microsoft Fabric
Describe end-to-end analytics in Microsoft Fabric
Understand data teams and roles that use Fabric
Describe how to enable and use Fabric
Learning Path 4: Work with Delta Lake tables in Microsoft Fabric
Understand Delta Lake and delta tables in Microsoft Fabric
Create and manage delta tables using Spark
Optimize delta tables
Use delta tables with Spark structured streaming
Learning Path 5: Ingest data with Dataflow Gen2 in Microsoft Fabric
Describe Dataflow Gen2 capabilities in Microsoft Fabric
Create Dataflow solutions to ingest and transform data
Include a Dataflow in a pipeline
Learning Path 6: Orchestrate processes and data movement with Microsoft Fabric
Describe pipeline capabilities in Microsoft Fabric.
Use the Copy Data activity in a pipeline.
Create pipelines based on predefined templates.
Run and monitor pipelines.
Learning Path 7: Organize a lakehouse with medallion architecture
Describe the principles of using the medallion architecture in data management.
Apply the medallion architecture framework.
Analyze data stored in the lakehouse using DirectLake in Power BI.
Learning Path 8: Get started with Real-Time Intelligence in Microsoft Fabric
Learning Path 9: Use Real-Time Eventstreams in Microsoft Fabric
Establish source and destinations in Microsoft Fabric Eventstreams.
Capture, transform, and route data using Microsoft Fabric Eventstreams.
Learning Path 10: Work with real-time data in a Microsoft Fabric eventhouse
Create an eventhouse in Microsoft Fabric
Query real-time data by using Kusto Query Language (KQL)
Create materialized views and stored functions in a KQL database
Learning Path 11: Create real-time dashboards with Microsoft Fabric
Create a real-time dashboard in Microsoft Fabric.
Use advanced feature of real-time dashboards.
Apply best practices for real-time dashboards.
Learning Path 12: Use Activator in Microsoft Fabric
Define data objects and properties in Activator
Create rules that evaluate conditions in your data.
Configure actions that execute when rule conditions are met.
Learning Path 13: Get started with data warehouses in Microsoft Fabric
Describe data warehouses in Fabric.
Understand a data warehouse vs a data Lakehouse.
Work with data warehouses in Fabric.
Create and manage fact tables and dimensions within a data warehouse.
Learning Path 14: Load data into a Microsoft Fabric data warehouse
Strategies to load data into a data warehouse in Microsoft Fabric.
Build a data pipeline to load a warehouse in Microsoft Fabric.
Load data in a warehouse using T-SQL.
Load and transform data with dataflow (Gen 2).
Learning Path 15: Monitor a Microsoft Fabric data warehouse
Monitor capacity unit usage with the Microsoft Fabric Capacity Metrics app.
Monitor current activity in the data warehouse with dynamic management views.
Monitor querying trends with query insights views.
Learning Path 16: Secure a Microsoft Fabric data warehouse
Learn the concepts of securing a data warehouse in Microsoft Fabric.
Implement dynamic data masking, row-level security, and column-level security.
Configure granular permissions using T-SQL.
Learning Path 17: Implement continuous integration and continuous delivery (CI/CD)
Define CI/CD and describe how it's implemented in Fabric.
Implement version control and Git integration.
Use deployment pipelines to automate the deployment process.
Automate CI/CD using Fabric APIs.
Learning Path 18: Monitor activities in Microsoft Fabric
Apply monitoring concepts to Microsoft Fabric.
Use Monitoring Hub in Microsoft Fabric.
Trigger actions using Activator in Microsoft Fabric.
Learning Path 19: Secure data access in Microsoft Fabric
Understand Fabric security model
Configure workspace and item permissions
Apply granular permissions
Learning Path 20: Administer Microsoft Fabric