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You're reading from  Power BI Machine Learning and OpenAI

Product typeBook
Published inMay 2023
Reading LevelIntermediate
PublisherPackt
ISBN-139781837636150
Edition1st Edition
Languages
Python
Tools
Power BI
Concepts
GPT/LLMs
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Author (1)
Greg Beaumont
Greg Beaumont
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Greg Beaumont

Greg Beaumont is a data architect at Microsoft, where he enjoys identifying and solving complex problems backed by his experience in data architecture and a passion for innovation. Focusing on the healthcare industry, Greg works closely with customers to plan enterprise analytics strategies, evaluate new tools and products, conduct training sessions and hackathons, and architect solutions that improve the quality of care and reduce costs. He strives to be a trusted advisor to his customers and is always seeking new ways to drive progress and help organizations thrive. He is a veteran of the Microsoft data speaker network and has worked with hundreds of customers on their data management and analytics strategies.
Read more about Greg Beaumont

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Summary

In this chapter, you have delved into the fundamental concepts associated with OpenAI and Microsoft Azure OpenAI, and how these platforms can be employed to generate and summarize text. Moreover, you have explored several options for integrating GPT models from both OpenAI and Azure OpenAI into your Power BI solution using FAA Wildlife Strike data. Following a careful evaluation process, it has been determined that the text-davinci-003 GPT model will be utilized for the summarization of remarks present in FAA Wildlife Strike data reports, and for generating novel descriptive information about airplanes within the reports.

Chapter 13 will be dedicated to the implementation of functions within Power BI dataflows, enabling the seamless calling of OpenAI and Azure OpenAI REST APIs for data. These APIs will facilitate the successful implementation of your summarization and descriptive generation use cases, thereby providing new capabilities for your solution to address the challenges...

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Power BI Machine Learning and OpenAI
Published in: May 2023Publisher: PacktISBN-13: 9781837636150
© 2023 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Greg Beaumont

Greg Beaumont is a data architect at Microsoft, where he enjoys identifying and solving complex problems backed by his experience in data architecture and a passion for innovation. Focusing on the healthcare industry, Greg works closely with customers to plan enterprise analytics strategies, evaluate new tools and products, conduct training sessions and hackathons, and architect solutions that improve the quality of care and reduce costs. He strives to be a trusted advisor to his customers and is always seeking new ways to drive progress and help organizations thrive. He is a veteran of the Microsoft data speaker network and has worked with hundreds of customers on their data management and analytics strategies.
Read more about Greg Beaumont

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