AI & Data Literacy
Packt Publishing Limited (Verlag)
978-1-83508-350-5 (ISBN)
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 DescriptionAI 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 forThis 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.
Bill Schmarzo, the Dean of Big Data, is currently the Head of Customer Data Innovation at Dell Technologies. He is also a lecturer at Iowa State University and Coe College (Cedar Rapids, IA), 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 his course Big Data MBA and Thinking Like a Data Scientist. He has authored four books, written over 300 blogs for Data Science Central, appeared on podcasts, given numerous keynote presentations and university lectures, and is an active social media lightening rod on the topics of data science, AI, data economics, design thinking, and team empowerment.
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
| Erscheinungsdatum | 20.07.2023 |
|---|---|
| Verlagsort | Birmingham |
| Sprache | englisch |
| Maße | 191 x 235 mm |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| ISBN-10 | 1-83508-350-1 / 1835083501 |
| ISBN-13 | 978-1-83508-350-5 / 9781835083505 |
| Zustand | Neuware |
| Haben Sie eine Frage zum Produkt? |
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