Course Content
Implementing a Lakehouse with Microsoft Fabric (DP-601)
    About Lesson

    Module 1: Introduction to end-to-end analytics using Microsoft Fabric

    In this module, you’ll learn how to:

    • Describe end-to-end analytics in Microsoft Fabric

    Module 2: Get started with lakehouses in Microsoft Fabric

    In this module, you’ll learn how to:

    • 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

    Module 3: Use Apache Spark in Microsoft Fabric

    In this module, you’ll learn how to:

    • Configure Spark in a Microsoft Fabric workspace
    • Identify suitable scenarios for Spark notebooks and Spark jobs
    • Use Spark dataframes to analyze and transform data
    • Use Spark SQL to query data in tables and views
    • Visualize data in a Spark notebook

    Module 4: Work with Delta Lake tables in Microsoft Fabric

    In this module, you’ll learn how to:

    • Understand Delta Lake and delta tables in Microsoft Fabric
    • Create and manage delta tables using Spark
    • Use Spark to query and transform data in delta tables
    • Use delta tables with Spark structured streaming

    Module 5: Ingest Data with Dataflows Gen2 in Microsoft Fabric

    In this module, you’ll learn how to:

    • Describe Dataflow (Gen2) capabilities in Microsoft Fabric
    • Create Dataflow (Gen2) solutions to ingest and transform data
    • Include a Dataflow (Gen2) in a pipeline

    Module 6: Use Data Factory pipelines in Microsoft Fabric

    In this module, you’ll learn how to:

    • Describe pipeline capabilities in Microsoft Fabric
    • Use the Copy Data activity in a pipeline
    • Create pipelines based on predefined templates
    • Run and monitor pipelines