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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

Product type Paperback

Published in Apr 2022

Publisher Packt

ISBN-13 9781801814638

Length 348 pages

Edition 1st Edition

Languages

Power Query

Tools

Power BI

Concepts

Artificial Intelligence

Author (1):

Mary-Jo Diepeveen

View More author details

Table of Contents (18) Chapters

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

Summary

In this chapter, we explored the complicated concept of responsible AI. Implementing responsible AI requires an interdisciplinary team that has carefully thought about goals and guidelines. Common topics within responsible AI include protecting privacy when using personal data, creating transparent models, and ensuring your models are fair across groups.

The rest of the chapter is locked

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Authors (1)

Diepeveen

Diepeveen

Mary-Jo Diepeveen is an AI expert at Microsoft who focuses primarily on creating educational content around data and AI. Mary-Jo's passion for AI stems from her experience in neuroscience, where collecting and analyzing brain data to understand unconscious behavioral patterns led to an interest in machine learning and AI. This interest has continued to grow during her years at Microsoft, and she is often invited to talk and inspire others to get involved in tech.

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