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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 FeaturesPrepare for a future dominated by AI and big dataEnhance your AI and data literacy with real-world examplesLearn how to leverage AI and data to address current and future challengesBook 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 learnGet to know the fundamentals of data literacy, privacy, and analyticsFind out what makes AI tick and the role of the AI utility functionMake informed decisions using prominent decision-making frameworksUnderstand relevant statistics and probability conceptsCreate new sources of value by leveraging and applying AI and dataApply ethical parameters to AI development with real-world examplesFind out how to get the most out of ChatGPT and its peersWho 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 ContentsWhy AI and Data Literacy?Data and Privacy AwarenessAnalytics LiteracyUnderstanding How AI WorksMaking Informed DecisionsPrediction and StatisticsValue Engineering CompetencyEthics of AI AdoptionCultural EmpowermentChatGPT Changes Everything
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Publisher : Packt Publishing; 1st edition (July 26, 2023)
Language : English
Paperback : 238 pages
ISBN-10 : 1835083501
ISBN-13 : 978-1835083505
Item Weight : 14.8 ounces
Dimensions : 0.54 x 7.5 x 9.25 inches
