We provide virtual course about DP-601: Implementing a Lakehouse with Microsoft Fabric. This course introduces the foundational components of implementing a data lakehouse with Microsoft Fabric.
Prepare for your Applied Skills credential:
This 1-day, instructor-led training is recommended as preparation for the assessment Implement a lakehouse in Microsoft Fabric. Microsoft Applied Skills is a new scenario-based credential that proves your proficiency in skill sets specific to critical business problems, so you can make a bigger impact on your projects, your organization, and your career.
Course content:
Module 1 - Introduction to end-to-end analytics using Microsoft Fabric:
• Explore end-to-end analytics with Microsoft Fabric
• Data teams and Microsoft Fabric
• Enable and use Microsoft Fabric
Module 2 - Get started with lakehouses in Microsoft Fabric:
• Explore the Microsoft Fabric Lakehouse
• Work with Microsoft Fabric Lakehouses
• Explore and transform data in a lakehouse
• Exercise - Create and ingest data with a Microsoft Fabric Lakehouse
Module 3 - Use Apache Spark in Microsoft Fabric:
• 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
• Exercise - Analyze data with Apache Spark
Module 4 - Work with Delta Lake tables in Microsoft Fabric:
• Understand Delta Lake
• Create delta tables
• Work with delta tables in Spark
• Use delta tables with streaming data
• Exercise - Use delta tables in Apache Spark
Module 5 - Ingest Data with Dataflows Gen2 in Microsoft Fabric:
• Understand Dataflows Gen2 in Microsoft Fabric
• Explore Dataflows Gen2 in Microsoft Fabric
• Integrate Dataflows Gen2 and Pipelines in Microsoft Fabric
• Exercise - Create and use a Dataflow Gen2 in Microsoft Fabric
Module 6 - Use Data Factory pipelines in Microsoft Fabric:
• Understand pipelines
• Use the Copy Data activity
• Use pipeline templates
• Run and monitor pipelines
• Exercise - Ingest data with a pipeline
Module 7 - Organize a Fabric lakehouse using medallion architecture design:
• Describe medallion architecture
• Implement a medallion architecture in Fabric
• Query and report on data in your Fabric lakehouse
• Considerations for managing your lakehouse
• Exercise - Organize your Fabric lakehouse using a medallion architecture
Target audience:
Data Engineer, Data Analyst
Level:
• Intermediate level
Prerequisites:
• You should be familiar with basic data concepts and terminology
Language:
• English course material, english speaking instructor