Microsoft Fabric: Semantic Models and Semantic Link

Microsoft Fabric    |    Intermediate
  • 8 videos | 53m 12s
  • Includes Assessment
  • Earns a Badge
Semantic modeling supports secure, optimized performance and empowers users to build accurate, dependable models for enterprise decision-making. In this course, learn how to create semantic models using lakehouse tables and explore how storage modes like Direct Lake and DirectQuery optimize performance while enabling real-time access to data. Next, explore how large semantic models help handle vast datasets for enterprise analytics and how security measures help ensure compliance with organizational and regulatory requirements. Finally, discover how to use semantic link in Fabric to identify relationships, detect violations, and analyze dependencies within models, and how to evaluate measures and understand calculation logic. This course is part of a series that prepares learners for Exam DP-600: Implementing Analytics Solutions Using Microsoft Fabric.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Set up a delta table and create a semantic model with direct lake mode
    View the behavior of direct lake storage mode
    Recognize the benefits of using large semantic models
  • Outline the security features that can be applied to semantic models
    View relationships and relationship constraint violations using semantic link
    Evaluate measures and find dependencies using sempy
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 1m 25s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 8m 49s
    Discover how to set up a Delta table and create a semantic model with Direct Lake mode. FREE ACCESS
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    3.  Viewing Columns Stored in Memory in Direct Lake Mode
    13m 7s
    In this video, find out how to view the behavior of Direct Lake storage mode. FREE ACCESS
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    4.  Large Semantic Models
    4m 2s
    Through this video, you will be able to recognize the benefits of using large semantic models. FREE ACCESS
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    5.  Security for Semantic Models
    6m 39s
    Upon completion of this video, you will be able to outline the security features that can be applied to semantic models. FREE ACCESS
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    6.  Using Semantic Link to Identify Relationships and Relationship Violations
    8m 31s
    Learn how to view relationships and relationship constraint violations using semantic link. FREE ACCESS
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    7.  Evaluating Measures and Finding Dependencies
    8m 58s
    During this video, discover how to evaluate measures and find dependencies using SemPy. FREE ACCESS
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    8.  Course Summary
    1m 41s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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