AI & Data Literacy: Empowering Citizens of Data Science (Paperback)

Learn the key skills and capabilities that empower Citizens of Data Science to not only survive but thrive in an AI-dominated world.

Purchase of the print or Kindle book includes a free PDF eBook

Key Features

• Prepare for a future dominated by AI and big data
• Enhance your AI and data literacy with real-world examples
• Learn how to leverage AI and data to address current and future challenges

Book Description

AI is undoubtedly a game-changing tool with immense potential to improve human life.

This book aims to empower you as a Citizen of Data Science, covering the privacy, ethics, and theoretical concepts you’ll need to exploit to thrive amid the current and future developments in the AI landscape.

We'll explore AI's inner workings, user intent, and the critical role of the AI utility function while also briefly touching on statistics and prediction to build decision models that leverage AI and data for highly informed, more accurate, and less risky decisions.

Additionally, we'll discuss how organizations of all sizes can leverage AI and data to engineer or create value. We'll establish why economies of learning are more powerful than the economies of scale in a digital-centric world. Ethics and personal/organizational empowerment in the context of AI will also be addressed.

Lastly, we'll delve into ChatGPT and the role of Large Language Models (LLMs), preparing you for the growing importance of Generative AI. By the end of the book, you'll have a deeper understanding of AI and how best to leverage it and thrive alongside it.

What you will learn

• Get to know the fundamentals of data literacy, privacy, and analytics
• Find out what makes AI tick and the role of the AI utility function
• Make informed decisions using prominent decision-making frameworks
• Understand relevant statistics and probability concepts
• Create new sources of value by leveraging and applying AI and data
• Apply ethical parameters to AI development with real-world examples
• Find out how to get the most out of ChatGPT and its peers

Who this book is for

This book is designed to benefit everyone from students to established business leaders and professionals who want to learn how to leverage data and analytics to accelerate their AI and Data literacy.

學習關鍵技能和能力，使數據科學公民在AI主導的世界中不僅能生存，還能繁榮。

購買印刷版或Kindle書籍將包括一本免費的PDF電子書。

主要特點：

- 為AI和大數據主導的未來做好準備
- 通過實際案例提升您的AI和數據素養
- 學習如何利用AI和數據應對當前和未來的挑戰

書籍描述：

AI無疑是一個具有巨大潛力改善人類生活的重大工具。

本書旨在使您成為數據科學公民，涵蓋隱私、倫理和理論概念，這些概念將使您能夠在當前和未來的AI發展中繁榮。

我們將探索AI的內部運作、用戶意圖以及AI效用函數的關鍵作用，同時簡要介紹統計和預測，以建立利用AI和數據進行高度明智、更準確和風險更小的決策的決策模型。

此外，我們還將討論各種規模的組織如何利用AI和數據來創造價值。我們將確定在以數字為中心的世界中，學習的經濟效益比規模經濟更強大的原因。同時還將討論AI背景下的倫理和個人/組織賦能。

最後，我們將深入探討ChatGPT和大型語言模型（LLM）的作用，為您準備迅速增長的生成式AI的重要性。通過閱讀本書，您將對AI有更深入的理解，並了解如何最好地利用它並與之共同繁榮。

您將學到什麼：

- 了解數據素養、隱私和分析的基礎知識
- 了解AI的運作原理和AI效用函數的作用
- 使用重要的決策框架做出明智的決策
- 理解相關的統計和概率概念
- 通過利用和應用AI和數據創造新的價值來做出決策
- 通過實際案例對AI開發應用倫理參數進行應用
- 了解如何充分利用ChatGPT及其同行

本書適合對象：

本書旨在使從學生到已經建立的商業領袖和專業人士都能從中受益，他們希望學習如何利用數據和分析來加速他們的AI和數據素養。

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

為什麼需要 AI 和數據素養？
數據和隱私意識
分析素養
了解 AI 的運作方式
做出明智的決策
預測和統計
價值工程能力
AI 採用的倫理
文化賦能
ChatGPT 改變一切