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Microsoft

Build data analytics solutions using Azure Synapse serverless SQL pools

Microsoft via Microsoft Learn

Overview

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  • Use Azure Synapse serverless SQL pool to query files in a data lake

    After the completion of this module, you will be able to:

    • Identify capabilities and use cases for serverless SQL pools in Azure Synapse Analytics
    • Query CSV, JSON, and Parquet files using a serverless SQL pool
    • Create external database objects in a serverless SQL pool
  • Use Azure Synapse serverless SQL pools to transform data in a data lake

    After completing this module, you'll be able to:

    • Use a CREATE EXTERNAL TABLE AS SELECT (CETAS) statement to transform data.
    • Encapsulate a CETAS statement in a stored procedure.
    • Include a data transformation stored procedure in a pipeline.
  • Create a lake database in Azure Synapse Analytics

    After completing this module, you will be able to:

    • Understand lake database concepts and components
    • Describe database templates in Azure Synapse Analytics
    • Create a lake database
  • Secure data and manage users in Azure Synapse serverless SQL pools

    After the completion of this module, you will be able to:

    • Choose an authentication method in Azure Synapse serverless SQL pools
    • Manage users in Azure Synapse serverless SQL pools
    • Manage user permissions in Azure Synapse serverless SQL pools

Syllabus

  • Use Azure Synapse serverless SQL pool to query files in a data lake
    • Introduction
    • Understand Azure Synapse serverless SQL pool capabilities and use cases
    • Query files using a serverless SQL pool
    • Create external database objects
    • Exercise - Query files using a serverless SQL pool
    • Module assessment
    • Summary
  • Use Azure Synapse serverless SQL pools to transform data in a data lake
    • Introduction
    • Transform data files with the CREATE EXTERNAL TABLE AS SELECT statement
    • Encapsulate data transformations in a stored procedure
    • Include a data transformation stored procedure in a pipeline
    • Exercise - Transform files using a serverless SQL pool
    • Module assessment
    • Summary
  • Create a lake database in Azure Synapse Analytics
    • Introduction
    • Understand lake database concepts
    • Explore database templates
    • Create a lake database
    • Use a lake database
    • Exercise - Analyze data in a lake database
    • Module assessment
    • Summary
  • Secure data and manage users in Azure Synapse serverless SQL pools
    • Introduction
    • Choose an authentication method in Azure Synapse serverless SQL pools
    • Manage users in Azure Synapse serverless SQL pools
    • Manage user permissions in Azure Synapse serverless SQL pools
    • Module assessment
    • Summary

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