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Informationen zum Autor JIM STERNE is founder of the eMetrics Summit and cofounder and Board Chair of the Digital Analytics Association. An internationally known speaker and consultant, he is the author of numerous books, including 101 Things You Should Know About Marketing Optimization Analysis, Social Media Metrics, and The Devil's Data Dictionary. Klappentext A straightforward, non-technical guide to the next major marketing toolArtificial Intelligence for Marketing presents a tightly-focused introduction to machine learning, written specifically for marketing professionals. This book will not teach you to be a data scientist--but it does explain how Artificial Intelligence and Machine Learning will revolutionize your company's marketing strategy, and teach you how to use it most effectively. Data and analytics have become table stakes in modern marketing, but the field is ever-evolving with data scientists continually developing new algorithms--where does that leave you? How can marketers use the latest data science developments to their advantage? This book walks you through the "need-to-know" aspects of Artificial Intelligence, including natural language processing, speech recognition, and the power of Machine Learning to show you how to make the most of this technology in a practical, tactical way.Simple illustrations clarify complex concepts, and case studies show how real-world companies are taking the next leap forward. Straightforward, pragmatic, and with no math required, this book will help you:* Speak intelligently about Artificial Intelligence and its advantages in marketing* Understand how marketers without a Data Science degree can make use of machine learning technology* Collaborate with data scientists as a subject matter expert to help develop focused-use applications* Help your company gain a competitive advantage by leveraging leading-edge technology in marketingMarketing and data science are two fast-moving, turbulent spheres that often intersect; that intersection is where marketing professionals pick up the tools and methods to move their company forward. Artificial Intelligence and Machine Learning provide a data-driven basis for more robust and intensely-targeted marketing strategies--and companies that effectively utilize these latest tools will reap the benefit in the marketplace. Artificial Intelligence for Marketing provides a nontechnical crash course to help you stay ahead of the curve. Zusammenfassung A straightforward, non-technical guide to the next major marketing tool Artificial Intelligence for Marketing presents a tightly-focused introduction to machine learning, written specifically for marketing professionals. Inhaltsverzeichnis Foreword by Tom Davenport xiii Preface xvii Acknowledgments xix Chapter 1 Welcome to the Future 1 Welcome to Autonomic Marketing 3 Welcome to Artificial Intelligence for Marketers 3 Whom Is This Book For? 5 The Bright, Bright Future 6 Is AI So Great if It's So Expensive? 7 What's All This AI Then? 9 The AI Umbrella 9 The Machine that Learns 10 Are We There Yet? 14 AI-pocalypse 15 Machine Learning's Biggest Roadblock 23 Machine Learning's Greatest Asset 24 Are We Really Calculable? 56 Chapter 2 Introduction to Machine Learning 59 Three Reasons Data Scientists Should Read This Chapter 59 Every Reason Marketing Professionals Should Read This Chapter 60 We Think We're So Smart 60 Define Your Terms 61 All Models Are Wrong 62 Useful Models 64 Too Much to Think About 66 Machines Are Big Babies 68 Where Machines Shine 69 Strong versus Weak AI 71 The Right Tool for the Right Job 72 Make Up Your Mind 88 One Algorithm to Rule Them All? 89 Accepting R...
