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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

Identifying additional features using the key influencers visual in Power BI

Power BI has a built-in AI visual called key influencers that can be used to discover interesting patterns in data. You will now take a look at some additional columns from the FAA Wildlife Strikes data and explore how they influence the likelihood of damage and the size of the animals.

Start by duplicating the Predict Damage page and renaming the copied version to Predict Damage Key Influencers. By adding a duplicate page, you preserve the filters in the Filter panel. Delete all of the visuals on the page. In the Visualizations pane, add the Key influencers visual to the page. Now follow these steps:

  1. With the Key influencers visual highlighted, add the Indicated Damage field to Analyze.
  2. Add the Phase of Flight, Precipitation, Sky, and Effect on Flight fields to Explain by.
  3. Set the selection at the top of the visual for What influences Indicated Damage to True.

You notice that many...

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