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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 Azure's Cognitive Services

Throughout this book, we've been exploring how to use AI and integrate it with Power BI. The trade-off between building your own models from scratch and using prebuilt models is often mentioned. In later chapters, we'll find different ways to get more control over the data used to train the model and the way the model is trained. In this chapter, we'll introduce another approach to use out-of-the-box AI features: with Azure Cognitive Services.

Azure Cognitive Services is a suite of services where the main intention is to reduce the time and expertise needed to apply AI within your organization. Most of the prebuilt models listed under Cognitive Services are AI solutions to problems many organizations face.

For example, you may want to make your documents more accessible to people who are visually impaired and use programs that read the text out loud to them. If you include any images in your documents, the program...

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