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Microsoft

Perform data engineering with Azure Synapse Apache Spark Pools

Microsoft via Microsoft Learn

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Overview

Syllabus

  • Analyze data with Apache Spark in Azure Synapse Analytics
    • Introduction
    • Get to know Apache Spark
    • Use Spark in Azure Synapse Analytics
    • Analyze data with Spark
    • Visualize data with Spark
    • Exercise - Analyze data with Spark
    • Module assessment
    • Summary
  • Transform data with Spark in Azure Synapse Analytics
    • Introduction
    • Modify and save dataframes
    • Partition data files
    • Transform data with SQL
    • Exercise: Transform data with Spark in Azure Synapse Analytics
    • Module assessment
    • Summary
  • Use Delta Lake in Azure Synapse Analytics
    • Introduction
    • Understand Delta Lake
    • Create Delta Lake tables
    • Create catalog tables
    • Use Delta Lake with streaming data
    • Use Delta Lake in a SQL pool
    • Exercise - Use Delta Lake in Azure Synapse Analytics
    • Module assessment
    • Summary

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