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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

Summary

While you may never be asked to program a neural network or an unsupervised machine learning algorithm, Citizens of Data Science must have a rough idea of how these algorithms work and what these algorithms are good at doing. Hopefully, the chapter helped to demystify data science and advanced analytics and provided the foundation for everyone to feel comfortable and empowered to participate in these analytics conversations. Finally, there is a dramatic conceptual difference between level-3 and level-4 analytics. The primary goal of level-3 analytics is to help improve, or optimize, human decision-making. However, level-4 analytics introduces an entirely new concept around learning analytics – analytics that can learn and adapt with minimal human intervention. The next chapter will focus on understanding how AI works and the critical role of the AI utility function in guiding the AI model's workings. I will also explain the vital role that you as humans play in defining...

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