MEAPSA

Use Apache Spark in Microsoft Fabric

Apache Spark is a core technology for large-scale data analytics. Microsoft Fabric provides support for Spark clusters, enabling you to analyze and process data in a Lakehouse at scale.

Data Analyst

Data Engineer

Fabric

Module Objectives

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

Units

Introduction min
Prepare to use Apache Spark min
Run Spark code min
Work with data in a Spark dataframe min
Work with data using Spark SQL min
Visualize data in a Spark notebook min
Exercise - Analyze data with Apache Spark min
Knowledge check min
Summary min

Prerequisites

Before starting this module, you should be familiar with the Microsoft Fabric interface and core concepts.