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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 two things you need to walk through the examples provided in this chapter, as outlined here:

  • 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 downloading options here: https://www.microsoft.com/en-us/download/details.aspx?id=58494.

  • Sample dataset

A sample dataset is used in the examples provided in this chapter. The data is collected by Statistics Netherlands and can be found in their online open database here: https://opendata.cbs.nl/#/CBS/nl/dataset/82058NED/table?searchKeywords=logiesaccommodaties. The cleaned-up data that is used in the examples throughout this chapter can be found on GitHub at https://raw.githubusercontent.com/PacktPublishing/Artificial-Intelligence-with-Power-BI/main/Chapter05/tourism-details.csv.

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