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You're reading from  Data Cleaning with Power BI

Product typeBook
Published inFeb 2024
PublisherPackt
ISBN-139781805126409
Edition1st Edition
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Author (1)
Gus Frazer
Gus Frazer
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Gus Frazer

Gus Frazer is a seasoned analytics consultant who focuses on business intelligence solutions. With over eight years of experience working for the two market-leading platforms, Power BI (Microsoft) and Tableau, he has amassed a wealth of knowledge and expertise. He also has experience in helping hundreds of customers to drive their digital and data transformations, scope data requirements, drive actionable insights, and most important of all, clean data ready for analysis.
Read more about Gus Frazer

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Summary

In this chapter, we’ve covered several crucial techniques to enhance the performance of your Power Query workflows.

We began by emphasizing the importance of efficient data filtering and reduction, encouraging you to remove unnecessary data early in your query. We explored the use of native M functions, highlighting their efficiency compared to custom code for specific tasks. Optimizing custom functions was the next focus; we learned to optimize calculations not covered by native functions. The chapter also touched on the significance of optimizing memory usage, introducing Table.Buffer and other memory-efficient coding practices.

We then delved into the game-changing concept of parallel query execution, showcasing how functions such as Table.Split can drastically reduce query execution times by dividing large tables into smaller partitions and enabling parallel processing. These techniques will empower you to tackle complex data transformation tasks in Power BI...

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Data Cleaning with Power BI
Published in: Feb 2024Publisher: PacktISBN-13: 9781805126409

Author (1)

author image
Gus Frazer

Gus Frazer is a seasoned analytics consultant who focuses on business intelligence solutions. With over eight years of experience working for the two market-leading platforms, Power BI (Microsoft) and Tableau, he has amassed a wealth of knowledge and expertise. He also has experience in helping hundreds of customers to drive their digital and data transformations, scope data requirements, drive actionable insights, and most important of all, clean data ready for analysis.
Read more about Gus Frazer