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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
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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? FREE CHAPTER 2. Data and Privacy Awareness 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

Exploring decision-making strategies

Now that we understand the different challenges that we humans face in making rational decisions – human decision-making traps and the illusion of averages – we now need a simple, pragmatic decision-making framework that we can use to leverage data and analytics to make more informed decisions.

Informed Decision-Making Framework

Whether we know it or not, everyone creates a model to guide their decisions. Humans naturally develop models to support their decisions, whether it’s decisions about deciding what route to take home from work, what to pick up at the grocery store, or how to pitch to a power baseball hitter like Mike Trout. The comprehensive nature of one’s decision model depends upon the importance of the decision and the costs associated with making a wrong decision. For simplicity reasons, we’ll classify decisions as either low impact or high impact depending upon the costs and ramifications of making...

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