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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

Human decision-making traps

The human brain is a poor decision-making tool. Through evolution, the human brain became very good at pattern recognition and extrapolation: from “That looks just a harmless log behind that patch of grass” to “Yum, that looks like an antelope!” to “YIKES, that’s actually a saber-toothed tiger.” Human survival depended upon our ability to recognize patterns and making quick, survival decisions based on those patterns.

Figure 5.1: Humans have become good at recognizing patterns

While great at pattern recognition, unfortunately, humans are lousy number crunchers. Because of our instinctive poor number crunching capabilities, humans depended upon heuristics, gut feel, rules of thumb, anecdotal information, and intuition as decision-making tools. But these decision models are insufficient in a real-time world where the volume, variety, and velocity of data are exploding. One only needs to travel to Las Vegas and...

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