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AI & Data Literacy

You're reading from  AI & Data Literacy

Product type Book
Published in Jul 2023
Publisher Packt
ISBN-13 9781835083505
Pages 238 pages
Edition 1st Edition
Languages
Concepts
Author (1):
Bill Schmarzo Bill Schmarzo
Profile icon Bill Schmarzo
LinkedIn
Bill Schmarzo, The Dean of Big Data is a University of San Francisco School of Management Executive Fellow and an Honorary Professor at the School of Business and Economics at the National University of Ireland-Galway where he teaches and mentors students in his courses “Big Data MBA” and “Thinking Like a Data Scientist". He is the author of Big Data: Understanding How Data Powers Big Business, Big Data MBA: Driving Business Strategies with Data Science, and The Art of Thinking Like a Data Scientist. He has written countless whitepapers, articles and blogs, and given keynote presentations and university lectures on the topics of data science, artificial intelligence/machine learning, data economics, design thinking and team empowerment.
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Table of Contents (14) Chapters

Preface 1. Why AI and Data Literacy? 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

Index

A

accuracy measures 44

AI and data literacy 187-190

dimensions 187

reassessing 168-170

AI and Data Literacy Framework 8, 12

assessing 14-16

challenges, addressing 11

components 13

radar chart 14

significance 9

AI Bill of Rights 6, 7

AI & Data Literacy Radar Chart 169, 170

AI designed 64

AI ethics 140

challenge 141

AI model 64-66, 73

false negative, mitigating 111

false positives, mitigating 111

impact, on job applications 112, 113

optimizing 71, 72

AI model confirmation bias 85, 110

AI utility function 66-68, 72

driver’s driving preferences 71

leading indicators, versus lagging indicators 70, 71

role 67

value, defining 68, 69

vehicle operating efficiencies 71

analytic insights

monetizing 134-137

analytic profiles 136

analytic scores 135

Analytics Maturity Index

navigating 47

Analytics Maturity Index, levels

augmented human intelligence...

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Authors (1)

Profile icon Bill Schmarzo
LinkedIn
Bill Schmarzo, The Dean of Big Data is a University of San Francisco School of Management Executive Fellow and an Honorary Professor at the School of Business and Economics at the National University of Ireland-Galway where he teaches and mentors students in his courses “Big Data MBA” and “Thinking Like a Data Scientist". He is the author of Big Data: Understanding How Data Powers Big Business, Big Data MBA: Driving Business Strategies with Data Science, and The Art of Thinking Like a Data Scientist. He has written countless whitepapers, articles and blogs, and given keynote presentations and university lectures on the topics of data science, artificial intelligence/machine learning, data economics, design thinking and team empowerment.
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See other products by Bill Schmarzo

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