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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
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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Using OpenAI and Azure OpenAI functions in Power BI dataflows

Your next step is to prep the FAA Wildlife Strike data for the OpenAI or Azure OpenAI functions to do content generation and summarization. As discussed previously, you’ll need to build effective prompts to provide context for the OpenAI models to process. The completed query for Reports Curated New OpenAI, which can be copied and pasted into Power BI, is also available from the Packt GitHub repository: https://github.com/PacktPublishing/Unleashing-Your-Data-with-Power-BI-Machine-Learning-and-OpenAI/tree/main/Chapter-13.

Looking back to Chapter 12, you decided upon the following combinations of new text with row-level content from the FAA Wildlife Strike database:

  • Generating new information about airplanes and the carriers: Tell me about the airplane model [Aircraft] operated by [Operator] in three sentences:
  • Summarizing the remarks from each report, including the operator, aircraft, and species: Summarize...
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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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