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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 8: Integrating Natural Language Understanding with Power BI

Whether you are working with small or large amounts of text, it is challenging to automate the ability to extract insights. Imagine customers leaving you with product reviews. By recognizing trends or common issues, you know how to improve the product.

To analyze unstructured text, you can use prebuilt models from Azure Cognitive Services. You can easily integrate these models with Power BI. After using natural language understanding (NLU) models to extract data from text, you can visualize the insights using a Word Cloud.

In this chapter, we'll cover two main ways to call the Language APIs in Power BI Desktop, after which we'll visualize the insights to create a Power BI report. To do this, we will be covering the following topics:

  • Using Language APIs in Power BI Desktop
  • Visualizing insights from text in reports

Upon completing this chapter, you'll be able to analyze unstructured...

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