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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

Chapter 9: Integrating an Interactive Question and Answering App into Power BI

Visuals make a Power BI report. Your users will likely need more than graphical representations of the data to understand the complete story. Although you can add text to your reports, not all text should be put directly into the report.

End users of reports may have questions about the data, for example, to understand how a certain variable is measured or how often the data is refreshed. To avoid information overload in the Power BI report itself, you can integrate an app that will answer the frequently asked questions.

In this chapter, we'll be going step by step through creating an interactive question answering app, and integrating this with Power BI, in the following topics:

  • Creating a question answering service
  • Creating an FAQ app with Power Apps
  • Integrating the FAQ app with Power BI
  • Improving the question answering model

In this chapter, we'll use a frequently...

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