You're reading from Power BI Machine Learning and OpenAI Explore data through business intelligence, predictive analytics, and text generation

Product type Paperback

Published in May 2023

Publisher Packt

ISBN-13 9781837636150

Length 308 pages

Edition 1st Edition

Languages

Python

Tools

Power BI

Concepts

Business Intelligence

Author (1):

Greg Beaumont

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Table of Contents (21) Chapters

Preface

1. Part 1: Data Exploration and Preparation

2. Chapter 1: Requirements, Data Modeling, and Planning FREE CHAPTER

3. Chapter 2: Preparing and Ingesting Data with Power Query

4. Chapter 3: Exploring Data Using Power BI and Creating a Semantic Model

5. Chapter 4: Model Data for Machine Learning in Power BI

6. Part 2: Artificial Intelligence and Machine Learning Visuals and Publishing to the Power BI Service

7. Chapter 5: Discovering Features Using Analytics and AI Visuals

8. Chapter 6: Discovering New Features Using R and Python Visuals

9. Chapter 7: Deploying Data Ingestion and Transformation Components to the Power BI Cloud Service

10. Part 3: Machine Learning in Power BI

11. Chapter 8: Building Machine Learning Models with Power BI

12. Chapter 9: Evaluating Trained and Tested ML Models

13. Chapter 10: Iterating Power BI ML models

14. Chapter 11: Applying Power BI ML Models

15. Part 4: Integrating OpenAI with Power BI

16. Chapter 12: Use Cases for OpenAI

17. Chapter 13: Using OpenAI and Azure OpenAI in Power BI Dataflows

18. Chapter 14: Project Review and Looking Forward

19. Index

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20. Other Books You May Enjoy

Technical requirements

The requirements are slightly different for this chapter:

An account with the original open source OpenAI: https://openai.com/.
Optional – Azure OpenAI in your Azure subscription: https://azure.microsoft.com/en-us/products/cognitive-services/openai-service. The book is written so that this is optional since it is not available to everyone at the time of publication.
FAA Wildlife Strike data files from either the FAA website or the Packt GitHub site.
A Power BI Pro license.
One of the following Power BI licensing options for access to Power BI dataflows:
- Power BI Premium
- Power BI Premium Per User
One of the following options for getting data into the Power BI cloud service:
- Microsoft OneDrive (with connectivity to the Power BI cloud service)
- Microsoft Access + Power BI Gateway
- Azure Data Lake (with connectivity to the Power BI cloud service)

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You're reading from Power BI Machine Learning and OpenAI Explore data through business intelligence, predictive analytics, and text generation

Table of Contents (21) Chapters

Technical requirements

Authors (1)

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Table of Contents (21) Chapters

Technical requirements

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