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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

Optimizing your Q&A visual

We have learned that the language model used by the Q&A visual is pretrained to semantically match questions asked by a user to answers extracted from the dataset in Power BI. The model is trained to generalize well over different datasets, which means it can make mistakes. To improve the user's experience, the Q&A visual can be optimized when opening the report with Power BI Desktop. Let's explore how we can improve the language model.

Exploring the Q&A setup

Any improvement or optimization we want to do on the language model used by the Q&A visual can be done through the Q&A setup in Power BI Desktop. To open this setup, we'll use the following steps:

  1. Make sure a Q&A visual is added to your report in Power BI Desktop.
  2. Select the settings icon on the top right of the Q&A visual (highlighted with an arrow in the following figure), as shown in Figure 6.5:

Figure 6.5...

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