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AI & Data Literacy

You're reading from   AI & Data Literacy Empowering Citizens of Data Science

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Product type Paperback
Published in Jul 2023
Publisher
ISBN-13 9781835083505
Length 238 pages
Edition 1st Edition
Tools
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Author (1):
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Bill Schmarzo Bill Schmarzo
Author Profile Icon Bill Schmarzo
Bill Schmarzo
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Table of Contents (14) Chapters Close

Preface 1. Why AI and Data Literacy? 2. Data and Privacy Awareness FREE CHAPTER 3. Analytics Literacy 4. Understanding How AI Works 5. Making Informed Decisions 6. Prediction and Statistics 7. Value Engineering Competency 8. Ethics of AI Adoption 9. Cultural Empowerment 10. ChatGPT Changes Everything 11. Glossary 12. Other Books You May Enjoy
13. Index

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The previous chapter introduced us to the world of analytics, including key analytic concepts and the Analytics Maturity Index. But AI is too much of a game-changer not to give it its own chapter. AI is different from any other analytics technology we have seen. Unlike traditional analytics that seek to optimize operational use cases, AI seeks to learn. And AI can continuously learn and adapt at speeds billions if not trillions of times faster than humans with minimal human intervention, without the proper precautions and AI model training, that can lead to disastrous unintended consequences.So, let’s use this chapter to deep dive into how AI works and the vital role that every person needs to play in defining the AI utility function that guides how the AI model works to achieve user-defined outcomes.This chapter will cover the following topics:

  • How does AI work?
  • What constitutes a healthy AI utility function...
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