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Microsoft

Implement a data warehouse with Microsoft Fabric

Microsoft via Microsoft Learn

Overview

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  • Discover how Microsoft Fabric can meet your enterprise's analytics needs in one platform. Discover the capabilities Fabric has to offer, understand how it works, and identify how you can use Fabric for your analytics needs.

    In this module, you learn how to:

    • Identify the capabilities of Microsoft Fabric.
    • Implement Microsoft Fabric to meet your enterprise's analytics needs.
    • Describe how Fabric supports AI capabilities through Copilot, data agents, and Fabric IQ.
  • Understand the key components and design considerations for implementation of data warehouses in Microsoft Fabric.

    In this module, you learn how to:

    • Describe data warehouse concepts and dimensional modeling fundamentals.

    • Create tables, load data, and understand ingestion methods in a Fabric warehouse.

    • Query and transform data using T-SQL and the visual query editor.

    • Model warehouse data for reporting and downstream consumption.

    • Secure and monitor a data warehouse.

  • Explore the process of loading data into a warehouse in Microsoft Fabric.

    In this module, you'll:

    • Learn different strategies to load data into a data warehouse in Microsoft Fabric.
    • Learn how to build a data pipeline to load a warehouse in Microsoft Fabric.
    • Learn how to load data in a warehouse using T-SQL.
    • Learn how to load and transform data with dataflow (Gen 2).
  • Learn how to query a data warehouse in Microsoft Fabric using different tools.

    In this module, you'll:

    • Use SQL query editor to query a data warehouse.
    • Explore how visual query editor works.
    • Learn how to connect and query a data warehouse using SQL Server Management Studio.
  • A data warehouse is a vital component of an enterprise analytics solution. It's important to learn how to monitor a data warehouse so you can better understand the activity that occurs in it.

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

    • Monitor capacity unit usage with the Microsoft Fabric Capacity Metrics app.

    • Monitor current activity in the data warehouse with dynamic management views.

    • Monitor querying trends with query insights views.

  • Learn the key concepts and strategies for protecting sensitive data in Microsoft Fabric data warehouses.

    In this module, you'll:

    • Learn the concepts of securing a data warehouse in Microsoft Fabric.
    • Learn how to implement dynamic data masking to obscure sensitive information.
    • Learn how to configure row-level security to provide granular control.
    • Learn how to implement column-level security to protect sensitive data.
    • Learn how to configure granular permissions using T-SQL.

Syllabus

  • Introduction to end-to-end analytics using Microsoft Fabric
    • Introduction
    • Explore end-to-end analytics with Microsoft Fabric
    • Explore data teams and Microsoft Fabric
    • Enable and use Microsoft Fabric
    • Module assessment
    • Summary
  • Get started with data warehouses in Microsoft Fabric
    • Introduction
    • Understand data warehouses
    • Understand data warehouses in Fabric
    • Query and transform data
    • Model data in a warehouse
    • Secure and monitor a warehouse
    • Exercise - Create and query a warehouse
    • Module assessment
    • Summary
  • Load data into a Microsoft Fabric data warehouse
    • Introduction
    • Explore data load strategies
    • Use data pipelines to load a warehouse
    • Load data using T-SQL
    • Load and transform data with Dataflow Gen2
    • Exercise: Load data into a warehouse in Microsoft Fabric
    • Module assessment
    • Summary
  • Query a data warehouse in Microsoft Fabric
    • Introduction
    • Query data
    • Use the SQL query editor
    • Explore the visual query editor
    • Use client tools to query a warehouse
    • Exercise: Query a data warehouse in Microsoft Fabric
    • Module assessment
    • Summary
  • Monitor a Microsoft Fabric data warehouse
    • Introduction
    • Monitor capacity metrics
    • Monitor current activity
    • Monitor queries
    • Exercise - Monitor a data warehouse in Microsoft Fabric
    • Module assessment
    • Summary
  • Secure a Microsoft Fabric data warehouse
    • Introduction
    • Explore dynamic data masking
    • Implement row-level security
    • Implement column-level security
    • Configure SQL granular permissions using T-SQL
    • Exercise: Secure a warehouse in Microsoft Fabric
    • Module assessment
    • Summary

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