The AI Playbook: Mastering the Rare Art of Machine Learning Deployment by Eric S

Description: FREE SHIPPING UK WIDE The AI Playbook by Eric Siegel "A playbook for bridging business and data science worlds to effectively execute machine learning projects in business"-- FORMAT Hardcover CONDITION Brand New Publisher Description In his bestselling first book, Eric Siegel explained how machine learning works. Now, in The AI Playbook, he shows how to capitalize on it.In his bestselling first book, Eric Siegel explained how machine learning works. Now, in The AI Playbook, he shows how to capitalize on it."Eric Siegel delivers a robust primer on machine learning, the key mechanism in AI. A forward-looking, practical book and a must-read for anyone in the information economy."-Scott Galloway, NYU Stern Professor of Marketing; bestselling author of The Four"An antidote to todays relentless AI hype-why some AI initiatives thrive while others fail and what it takes for companies and people to succeed."-Charles Duhigg, author of bestsellers The Power of Habit and Smarter Faster BetterThe greatest tool is the hardest to use. Machine learning is the worlds most important general-purpose technology-but its notoriously difficult to launch. Outside Big Tech and a handful of other leading companies, machine learning initiatives routinely fail to deploy, never realizing value. Whats missing? A specialized business practice suitable for wide adoption. In The AI Playbook, bestselling author Eric Siegel presents the gold-standard, six-step practice for ushering machine learning projects from conception to deployment. He illustrates the practice with stories of success and of failure, including revealing case studies from UPS, FICO, and prominent dot-coms. This disciplined approach serves both sides- It empowers business professionals, and it establishes a sorely needed strategic framework for data professionals.Beyond detailing the practice, this book also upskills business professionals-painlessly. It delivers a vital yet friendly dose of semi-technical background knowledge that all stakeholders need to lead or participate in machine learning projects, end to end. This puts business and data professionals on the same page so that they can collaborate deeply, jointly establishing precisely what machine learning is called upon to predict, how well it predicts, and how its predictions are acted upon to improve operations. These essentials make or break each initiative-getting them right paves the way for machine learnings value-driven deployment.What kind of AI does this book cover? The buzzword AI can mean many things, but this book is about machine learning, which is a central basis for-and what many mean by-AI. To be specific, this book covers the most vital use cases of machine learning, those designed to improve a wide range of business operations. Author Biography Eric Siegel is a leading consultant and former Columbia University and UVA Darden professor. He is the founder of the long-running Machine Learning Week conference series, a frequent keynote speaker, and author of the bestselling Predictive Analytics- The Power to Predict Who Will Click, Buy, Lie, or Die. Table of Contents ContentsSeries Foreword ix Foreword by Morgan Vawter xi Preface: A Brief History of Why Machine Learning Projects Stall xv Optional FAQ: What This Book Is about and Who Its For xxiIntroduction 1 0 BizML: Six Steps to Machine Learning Deployment 21 1 Value: Establish the Deployment Goal 49 2 Target: Establish the Prediction Goal 63 3 Performance: Establish the Evaluation Metrics 81 4 Fuel: Prepare the Data 113 5 Algorithm: Train the Model 141 6 Launch: Deploy the Model 169 BizML Cheat Sheet 195 Conclusion: MLs Elevator Pitch, Staff, Timeline, Upkeep, and Ethics 197Acknowledgments 213 About the Author 217 Index 219 Review A Next Big Idea Club Must Read A Tech Tribune best tech book of the week "An antidote to overheated rhetoric of all-powerful AI... helpfully lays out the key steps to deploying the technology were now all obsessed with." —Fast Company "Separates AI fact from AI fantasy." —The Forecast"In his new book The AI Playbook, Eric Siegel, a leading consultant and former Columbia University professor, helps bridge the gap between ML as a science and a business practice. Siegel delves into the reasons ML projects fail and provides a framework for implementing machine learning in business." —TechTalks Details ISBN0262048906 Author Eric Siegel Publisher MIT Press Ltd Series Management on the Cutting Edge Year 2024 ISBN-13 9780262048903 Format Hardcover Publication Date 2024-02-06 Imprint MIT Press Subtitle Mastering the Rare Art of Machine Learning Deployment Country of Publication United States AU Release Date 2024-02-06 NZ Release Date 2024-02-06 US Release Date 2024-02-06 UK Release Date 2024-02-06 Audience General Pages 248 Illustrations 20 BLACK AND WHITE ILLUS. ISBN-10 0262048906 DEWEY 658.05 We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! 30 DAY RETURN POLICY No questions asked, 30 day returns! FREE DELIVERY No matter where you are in the UK, delivery is free. 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