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Power BI Machine Learning and OpenAI

You're reading from  Power BI Machine Learning and OpenAI

Product type Book
Published in May 2023
Publisher Packt
ISBN-13 9781837636150
Pages 308 pages
Edition 1st Edition
Languages
Concepts
Author (1):
Greg Beaumont Greg Beaumont
Profile icon Greg Beaumont

Table of Contents (21) Chapters

Preface Part 1: Data Exploration and Preparation
Chapter 1: Requirements, Data Modeling, and Planning Chapter 2: Preparing and Ingesting Data with Power Query Chapter 3: Exploring Data Using Power BI and Creating a Semantic Model Chapter 4: Model Data for Machine Learning in Power BI Part 2: Artificial Intelligence and Machine Learning Visuals and Publishing to the Power BI Service
Chapter 5: Discovering Features Using Analytics and AI Visuals Chapter 6: Discovering New Features Using R and Python Visuals Chapter 7: Deploying Data Ingestion and Transformation Components to the Power BI Cloud Service Part 3: Machine Learning in Power BI
Chapter 8: Building Machine Learning Models with Power BI Chapter 9: Evaluating Trained and Tested ML Models Chapter 10: Iterating Power BI ML models Chapter 11: Applying Power BI ML Models Part 4: Integrating OpenAI with Power BI
Chapter 12: Use Cases for OpenAI Chapter 13: Using OpenAI and Azure OpenAI in Power BI Dataflows Chapter 14: Project Review and Looking Forward Index Other Books You May Enjoy

Bringing the new FAA Wildlife strike data into Power BI

Meetings with project stakeholders and data science teams will determine the best next steps for your Power BI ML models. In the meantime, you can apply these ML models to new data and then compare the predictions to real results. Taking these steps will help you learn how to add your ML models to an automated refresh process in Power BI.

Downloading and configuring the new FAA Wildlife Strike data

As in Chapter 1, you should begin by downloading a new copy of the FAA Wildlife Strike data. The copy you’ve been using to date for this book contained data through October 16, 2022. Now, you’ll pull in new data to score with the Power BI ML models that were trained and tested with historical data. The new file contains data through March 1, 2023. You can download a copy of the text file used for this part of the book at the Packt GitHub site here: https://github.com/PacktPublishing/Unleashing-Your-Data-with-Power...

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