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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

Understanding natural language processing

Before we can explore how to create the Q&A visual in Power BI, let's first try to understand what it actually does and what its purpose is. For that, we need to discuss the term natural language. While on the subject of natural language, we'll learn what the most important data requirements are for natural language Q&A on your data to work.

Using natural language in programs

The number of tools that integrate with natural language models is increasing. What is this natural language that is advertised everywhere? Let's explore the idea and purpose of natural language.

The basic premise of natural language is that we want to make it more intuitive for people to work with programs. Instead of us having to learn how to explore data with SQL or how to create a line chart with Power BI, the idea is that we can say what we want and the program will do the work for us.

In other words, we want programs to work with...

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