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Power BI Machine Learning and OpenAI

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

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Product type Paperback
Published in May 2023
Publisher Packt
ISBN-13 9781837636150
Length 308 pages
Edition 1st Edition
Languages
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Author (1):
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Greg Beaumont Greg Beaumont
Author Profile Icon Greg Beaumont
Greg Beaumont
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Table of Contents (21) Chapters Close

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 20. Other Books You May Enjoy

Brief overview and reference links for OpenAI and Azure OpenAI

In the latter part of 2022, the global media and information technology enthusiasts were captivated by the potential of ChatGPT. ChatGPT is a vast large language model (LLM) chatbot that facilitates natural language communication, code generation, and other functionalities, and was developed by OpenAI.

OpenAI

OpenAI is an AI research organization, and interested readers may find more information about it at this link: https://openai.com/about.

The renowned ChatGPT is constructed utilizing generative pre-training (GPT) models, and OpenAI also produces other types of AI models such as DALL-E for image generation. This book abstains from delving into OpenAI’s intricate details, as there is already a plethora of information available on the internet.

The OpenAI platform is constructed upon Microsoft’s Azure cloud infrastructure, which provides a powerful and reliable foundation for the platform’...

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