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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

How to optimize AI-based learning systems?

Next, we want to expand your role in driving the AI conversation by explaining the importance of first understanding or determining user intent and then discussing the importance of defining conflicting variables and metrics and how multi-objective optimization will guide the trade-off decisions and actions that the AI model must make. Let's understand this with an example!Whether you use Google Maps, Apple Maps, or Waze (also owned by Google), these AI-infused apps are fantastic at getting you from Point A to Point B in the shortest time. They give you step-by-step directions and can update those directions based on current information (e.g., traffic accidents, weather, potholes, special events) that pop up during your trip.Let’s consider the different variables and metrics that we would want to include in the AI utility function to help the GPS optimize our journey. Two classes of variables and metrics to include in the AI utility...

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