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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

Using Cognitive Services for CV

As well as adding images to your Power BI reports and dashboards, you can add images as data. To extract insights from images that you can visualize in your report, you can use prebuilt Computer Vision models. Depending on the type of images you have and the information you want to extract, you can use different APIs of the Azure Cognitive Services.

The three main Azure Cognitive Services you'll use with Power BI are listed here:

  • Computer Vision: Use prebuilt models to describe or categorize images based on generic models
  • Custom Vision: Customize a partially prebuilt model by adding your own data to categorize images or detect objects in images
  • Face: Detect and analyze human faces and facial features in images

Let's explore each of these three CV services.

Understanding Azure's Computer Vision

Although Azure's Computer Vision is the service that analyzes images, CV is also a term in and of itself. We...

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