Microsoft Data & Power BI
DP-601T00 Implementing a Lakehouse with Microsoft Fabric
Build a lakehouse in Microsoft Fabric.
1 dayIntermediate7 modulesDP-601T00
About this course
Build a lakehouse in Microsoft Fabric. You will learn end-to-end analytics in Fabric, create lakehouses, use Apache Spark and Delta tables, ingest with Dataflows Gen2 and pipelines, and organise data with the medallion architecture.
Curriculum
7 modules
- Explore end-to-end analytics with Microsoft Fabric
- Explore data teams and Microsoft Fabric
- Enable and use Microsoft Fabric
- Module assessment
- Describe lakehouse features and capabilities
- Ingest and transform data in a lakehouse
- Query and analyze lakehouse data
- Module assessment
- Prepare to use Apache Spark
- Run Spark code
- Work with data in a Spark dataframe
- Work with data using Spark SQL
- Visualize data in a Spark notebook
- Module assessment
- Understand Delta Lake
- Create delta tables
- Optimize delta tables
- Work with delta tables in Spark
- Use delta tables with streaming data
- Module assessment
- Understand Dataflows Gen2 in Microsoft Fabric
- Explore Dataflows Gen2 in Microsoft Fabric
- Integrate Dataflows Gen2 and Pipelines in Microsoft Fabric
- Module assessment
- Understand pipelines
- Use the Copy Data activity
- Use pipeline templates
- Run and monitor pipelines
- Module assessment
- Describe medallion architecture
- Plan a medallion architecture in Fabric
- Query and report on data in your Fabric lakehouse
- Secure and govern your medallion lakehouse
- Module assessment
Who it's for
Data engineers and analysts adopting Fabric.
Before you start
- You should be familiar with basic data concepts and terminology.
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