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Expert Data Modeling with Power BI, Second Edition

You're reading from   Expert Data Modeling with Power BI, Second Edition Enrich and optimize your data models to get the best out of Power BI for reporting and business needs

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Product type Paperback
Published in Apr 2023
Publisher Packt
ISBN-13 9781803246246
Length 698 pages
Edition 2nd Edition
Languages
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Author (1):
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Soheil Bakhshi Soheil Bakhshi
Author Profile Icon Soheil Bakhshi
Soheil Bakhshi
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Table of Contents (22) Chapters Close

Preface 1. Section I: Data Modeling in Power BI
2. Introduction to Data Modeling in Power BI FREE CHAPTER 3. Data Analysis eXpressions and Data Modeling 4. Section II: Data Preparation in Query Editor
5. Data Preparation in Power Query Editor 6. Getting Data from Various Sources 7. Common Data Preparation Steps 8. Star Schema Preparation in Power Query Editor 9. Data Preparation Common Best Practices 10. Section III: Data Modeling
11. Data Modeling Components 12. Star Schema and Data Modeling Common Best Practices 13. Section IV: Advanced Data Modeling
14. Advanced Data Modeling Techniques 15. Row-Level and Object-Level Security 16. Dealing with More Advanced Data Warehousing Concepts in Power BI 17. Introduction to Dataflows 18. DirectQuery Connections to Power BI Datasets and Analysis Services in Composite Models 19. New Options, Features, and DAX Functions 20. Other Books You May Enjoy
21. Index

What RLS and OLS mean in data modeling

As mentioned previously, RLS and OLS are mechanisms to control user access over data or hide data model objects so that the relevant user or group of users can access relevant data or data model objects. This is possible by filtering the data and hiding the objects based on the users’ usernames and the role(s) assigned to them by writing simple Data Analysis Expressions (DAX) or, in more complex scenarios, by making changes in the data model. Therefore, the relationships between tables and their cross-filtering direction are vital. While we predominantly develop RLS within Power BI Desktop, implementing OLS is not available in the desktop itself; instead, we use third-party tools such as Tabular Editor. We publish the report file (PBIX) to the Power BI Service after implementing the data model, including RLS, OLS, or both. When we publish the report file to the Power BI Service, it constructs the PBIX file into two separate objects: a...

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