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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

Technical requirements

There are a couple of things you need to go through the examples provided in this chapter:

  • Power BI Desktop:

As this book revolves around Power BI, we expect you to have Power BI Desktop installed on your system. You can install Power BI from the Microsoft Store or find more advanced download options here: https://www.microsoft.com/en-us/download/details.aspx?id=58494.

  • A Cognitive Services resource:

Cognitive Services provides resources through Azure. To create a resource, you need to have access to an Azure subscription. If you don't have one yet, you can sign up for a free subscription here: https://azure.microsoft.com/en-us/free/.

If you don't have a Cognitive Services resource, you can create one using your Azure subscription. For instructions on how to do so, go to Chapter 7, Using Cognitive Services.

  • Twitter sample dataset:

The first sample dataset that we'll be using includes tweets that mention...

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