by Bill Schmarzo
Learn the key skills and
capabilities that empower Citizens of Data Science to not only survive
but thrive in an AI-dominated world.
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.
Table of Contents
- Why AI and Data Literacy?
- Data and Privacy Awareness
- Analytics Literacy
- Understanding How AI Works
- Making Informed Decisions
- Prediction and Statistics
- Value Engineering Competency
- Ethics of AI Adoption
- Cultural Empowerment
- ChatGPT Changes Everything
