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You're reading from  Data Cleaning with Power BI

Product typeBook
Published inFeb 2024
PublisherPackt
ISBN-139781805126409
Edition1st Edition
Concepts
Data Analysis
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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 final chapter, we focused on how OpenAI, particularly ChatGPT, powered by the GPT architecture, can enhance data cleaning in Power BI, making processes more efficient and insightful.

The significance of data cleaning was emphasized. We showed you how to begin leveraging OpenAI and Copilot’s capabilities when enhancing the data cleaning processes, whether that was through query optimization in the chat playground or the use of Copilot within Dataflow Gen2. The chapter then introduced the concepts of natural language processing for identifying anomalies and outliers in your data.

We also explored specific use cases where OpenAI can be effective, including optimizing query plans, caching strategies, handling large datasets, dynamic query adjustments, guidance on complex transformations, and error handling strategies.

Lastly, you learned about some challenges associated with leveraging OpenAI in Power BI, including the risk of incorrect information, the...

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Data Cleaning with Power BI
Published in: Feb 2024Publisher: PacktISBN-13: 9781805126409
© 2024 Packt Publishing Limited All Rights Reserved

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

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