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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.
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Learning objectives
…...more
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.
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Learning objectives
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
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Chapters
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00:00 - Introduction
02:49 - Learning objectives
07:27 - Prepare to use Apache Spark
12:20 - Demo - Spark configuration
35:07 - Save a dataframe
47:25 - Work with data using Spark SQL
59:57 - Demo - Use Spark SQL
1:04:45 - Visualize data
1:18:03 - Knowledge check
1:24:25 - Summary and resources
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Presenters
James Herring
Principal Content Project Manager
Microsoft