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Artificial Intelligence with Power BI

You're reading from   Artificial Intelligence with Power BI Take your data analytics skills to the next level by leveraging the AI capabilities in Power BI

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Product type Paperback
Published in Apr 2022
Publisher Packt
ISBN-13 9781801814638
Length 348 pages
Edition 1st Edition
Languages
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Author (1):
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Mary-Jo Diepeveen Mary-Jo Diepeveen
Author Profile Icon Mary-Jo Diepeveen
Mary-Jo Diepeveen
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Table of Contents (18) Chapters Close

Preface 1. Part 1: AI Fundamentals
2. Chapter 1: Introducing AI in Power BI FREE CHAPTER 3. Chapter 2: Exploring Data in Power BI 4. Chapter 3: Data Preparation 5. Part 2: Out-of-the-Box AI Features
6. Chapter 4: Forecasting Time-Series Data 7. Chapter 5: Detecting Anomalies in Your Data Using Power BI 8. Chapter 6: Using Natural Language to Explore Data with the Q&A Visual 9. Chapter 7: Using Cognitive Services 10. Chapter 8: Integrating Natural Language Understanding with Power BI 11. Chapter 9: Integrating an Interactive Question and Answering App into Power BI 12. Chapter 10: Getting Insights from Images with Computer Vision 13. Part 3: Create Your Own Models
14. Chapter 11: Using Automated Machine Learning with Azure and Power BI 15. Chapter 12: Training a Model with Azure Machine Learning 16. Chapter 13: Responsible AI 17. Other Books You May Enjoy

Preface

Even though many organizations are embracing Artificial Intelligence (AI), the field remains mystical for many. AI is a large field with various applications, which makes it difficult to completely comprehend if you are new to the field.

The focus of AI is often to find the best-performing model to predict new data. However, equally, if not more, important is understanding how to apply those models to ensure the predictions are properly consumed by the targeted users.

Power BI is a great tool for extracting the value out of AI models. Data analysts are already familiar with working with data and are the ideal candidates to integrate a model's predictions into a story to tell decision-makers.

With this book, I hope to demystify AI and make it more approachable for data analysts working with Power BI. The aim of this book is not to become a full-fledged AI expert or data scientist, but to understand what a data scientist deals with to create models. Based on the fundamental understanding of AI, you should be able to consciously decide whether AI will enrich your reports in Power BI.

Since I wrote this book to show how AI can be applied to create value, there is a large focus on walkthroughs that you can replicate. If you prefer to learn by doing, and are keen to explore how to apply AI, this book is for you.

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