Search icon CANCEL
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
AI & Data Literacy

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

Arrow left icon
Product type Paperback
Published in Jul 2023
Publisher
ISBN-13 9781835083505
Length 238 pages
Edition 1st Edition
Tools
Arrow right icon
Author (1):
Arrow left icon
Bill Schmarzo Bill Schmarzo
Author Profile Icon Bill Schmarzo
Bill Schmarzo
Arrow right icon
View More author details
Toc

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...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at ₹800/month. Cancel anytime