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Data Cleaning with Power BI

You're reading from  Data Cleaning with Power BI

Product type Book
Published in Feb 2024
Publisher Packt
ISBN-13 9781805126409
Pages 340 pages
Edition 1st Edition
Languages
Author (1):
Gus Frazer Gus Frazer
Profile icon Gus Frazer

Table of Contents (23) Chapters

Preface 1. Part 1 – Introduction and Fundamentals
2. Chapter 1: Introduction to Power BI Data Cleaning 3. Chapter 2: Understanding Data Quality and Why Data Cleaning is Important 4. Chapter 3: Data Cleaning Fundamentals and Principles 5. Chapter 4: The Most Common Data Cleaning Operations 6. Part 2 – Data Import and Query Editor
7. Chapter 5: Importing Data into Power BI 8. Chapter 6: Cleaning Data with Query Editor 9. Chapter 7: Transforming Data with the M Language 10. Chapter 8: Using Data Profiling for Exploratory Data Analysis (EDA) 11. Part 3 – Advanced Data Cleaning and Optimizations
12. Chapter 9: Advanced Data Cleaning Techniques 13. Chapter 10: Creating Custom Functions in Power Query 14. Chapter 11: M Query Optimization 15. Chapter 12: Data Modeling and Managing Relationships 16. Part 4 – Paginated Reports, Automations, and OpenAI
17. Chapter 13: Preparing Data for Paginated Reporting 18. Chapter 14: Automating Data Cleaning Tasks with Power Automate 19. Chapter 15: Making Life Easier with OpenAI 20. Assessments 21. Index 22. Other Books You May Enjoy

Further reading

Here is a list of great articles for further learning and development of practical skills on the topics we covered in this chapter:

  • Modeling data: https://learn.microsoft.com/en-us/power-bi/transform-model/desktop-relationships-understand
  • DirectQuery, Import, and Composite:
    • https://learn.microsoft.com/en-us/power-bi/connect-data/desktop-directquery-about
      • https://learn.microsoft.com/en-us/power-bi/transform-model/desktop-composite-models
  • Aggregated Tables:
    • https://lytix.be/power-bi-aggregations/#:~:text=NOTE%3A%20when%20the%20detail%20columns,and%20the%20detail%20table%20match!
    • https://learn.microsoft.com/en-us/power-bi/transform-model/aggregations-advanced
  • Incremental Refresh: https://learn.microsoft.com/en-us/power-bi/connect-data/incremental-refresh-configure
  • Cardinality: https://powerbidocs.com/2021/02/15/cardinality-of-relationship-in-power-bi/
  • BDCF: https://learn.microsoft.com/en-us/power-bi/transform-model/desktop-bidirectional-filtering...
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