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Get the Summary of Eric Siegel's The AI Playbook in 20 minutes. Please note: This is a summary & not the original book. "The AI Playbook" provides a comprehensive guide to deploying machine learning (ML) projects successfully, emphasizing the importance of a strategic approach that integrates business and technical expertise. The book introduces bizML, a six-phase framework that includes defining the value proposition, setting precise prediction goals, determining performance metrics, preparing data, constructing the algorithm, and launching the model. It addresses the common pitfalls of ML deployment, such as the low deployment rate of ML projects, the technical and organizational challenges, and the need for leadership that understands both the business impact and the technical complexities of ML...
Book Synopsis Summary of Eric Siegel's The AI Playbook by : Milkyway Media
Download or read book Summary of Eric Siegel's The AI Playbook written by Milkyway Media and published by Milkyway Media. This book was released on 2024-03-11 with total page 27 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get the Summary of Eric Siegel's The AI Playbook in 20 minutes. Please note: This is a summary & not the original book. "The AI Playbook" provides a comprehensive guide to deploying machine learning (ML) projects successfully, emphasizing the importance of a strategic approach that integrates business and technical expertise. The book introduces bizML, a six-phase framework that includes defining the value proposition, setting precise prediction goals, determining performance metrics, preparing data, constructing the algorithm, and launching the model. It addresses the common pitfalls of ML deployment, such as the low deployment rate of ML projects, the technical and organizational challenges, and the need for leadership that understands both the business impact and the technical complexities of ML...
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 today’s 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 Better The greatest tool is the hardest to use. Machine learning is the world’s most important general-purpose technology—but it’s notoriously difficult to launch. Outside Big Tech and a handful of other leading companies, machine learning initiatives routinely fail to deploy, never realizing value. What’s 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 learning’s 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.
Book Synopsis The AI Playbook by : Eric Siegel
Download or read book The AI Playbook written by Eric Siegel and published by MIT Press. This book was released on 2024-02-06 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 today’s 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 Better The greatest tool is the hardest to use. Machine learning is the world’s most important general-purpose technology—but it’s notoriously difficult to launch. Outside Big Tech and a handful of other leading companies, machine learning initiatives routinely fail to deploy, never realizing value. What’s 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 learning’s 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.
"Mesmerizing & fascinating..." —The Seattle Post-Intelligencer "The Freakonomics of big data." —Stein Kretsinger, founding executive of Advertising.com Award-winning | Used by over 30 universities | Translated into 9 languages An introduction for everyone. In this rich, fascinating — surprisingly accessible — introduction, leading expert Eric Siegel reveals how predictive analytics (aka machine learning) works, and how it affects everyone every day. Rather than a “how to” for hands-on techies, the book serves lay readers and experts alike by covering new case studies and the latest state-of-the-art techniques. Prediction is booming. It reinvents industries and runs the world. Companies, governments, law enforcement, hospitals, and universities are seizing upon the power. These institutions predict whether you're going to click, buy, lie, or die. Why? For good reason: predicting human behavior combats risk, boosts sales, fortifies healthcare, streamlines manufacturing, conquers spam, optimizes social networks, toughens crime fighting, and wins elections. How? Prediction is powered by the world's most potent, flourishing unnatural resource: data. Accumulated in large part as the by-product of routine tasks, data is the unsalted, flavorless residue deposited en masse as organizations churn away. Surprise! This heap of refuse is a gold mine. Big data embodies an extraordinary wealth of experience from which to learn. Predictive analytics (aka machine learning) unleashes the power of data. With this technology, the computer literally learns from data how to predict the future behavior of individuals. Perfect prediction is not possible, but putting odds on the future drives millions of decisions more effectively, determining whom to call, mail, investigate, incarcerate, set up on a date, or medicate. In this lucid, captivating introduction — now in its Revised and Updated edition — former Columbia University professor and Predictive Analytics World founder Eric Siegel reveals the power and perils of prediction: What type of mortgage risk Chase Bank predicted before the recession. Predicting which people will drop out of school, cancel a subscription, or get divorced before they even know it themselves. Why early retirement predicts a shorter life expectancy and vegetarians miss fewer flights. Five reasons why organizations predict death — including one health insurance company. How U.S. Bank and Obama for America calculated the way to most strongly persuade each individual. Why the NSA wants all your data: machine learning supercomputers to fight terrorism. How IBM's Watson computer used predictive modeling to answer questions and beat the human champs on TV's Jeopardy! How companies ascertain untold, private truths — how Target figures out you're pregnant and Hewlett-Packard deduces you're about to quit your job. How judges and parole boards rely on crime-predicting computers to decide how long convicts remain in prison. 182 examples from Airbnb, the BBC, Citibank, ConEd, Facebook, Ford, Google, the IRS, LinkedIn, Match.com, MTV, Netflix, PayPal, Pfizer, Spotify, Uber, UPS, Wikipedia, and more. How does predictive analytics work? This jam-packed book satisfies by demystifying the intriguing science under the hood. For future hands-on practitioners pursuing a career in the field, it sets a strong foundation, delivers the prerequisite knowledge, and whets your appetite for more. A truly omnipresent science, predictive analytics constantly affects our daily lives. Whether you are a consumer of it — or consumed by it — get a handle on the power of Predictive Analytics.
Book Synopsis Predictive Analytics by : Eric Siegel
Download or read book Predictive Analytics written by Eric Siegel and published by John Wiley & Sons. This book was released on 2016-01-13 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Mesmerizing & fascinating..." —The Seattle Post-Intelligencer "The Freakonomics of big data." —Stein Kretsinger, founding executive of Advertising.com Award-winning | Used by over 30 universities | Translated into 9 languages An introduction for everyone. In this rich, fascinating — surprisingly accessible — introduction, leading expert Eric Siegel reveals how predictive analytics (aka machine learning) works, and how it affects everyone every day. Rather than a “how to” for hands-on techies, the book serves lay readers and experts alike by covering new case studies and the latest state-of-the-art techniques. Prediction is booming. It reinvents industries and runs the world. Companies, governments, law enforcement, hospitals, and universities are seizing upon the power. These institutions predict whether you're going to click, buy, lie, or die. Why? For good reason: predicting human behavior combats risk, boosts sales, fortifies healthcare, streamlines manufacturing, conquers spam, optimizes social networks, toughens crime fighting, and wins elections. How? Prediction is powered by the world's most potent, flourishing unnatural resource: data. Accumulated in large part as the by-product of routine tasks, data is the unsalted, flavorless residue deposited en masse as organizations churn away. Surprise! This heap of refuse is a gold mine. Big data embodies an extraordinary wealth of experience from which to learn. Predictive analytics (aka machine learning) unleashes the power of data. With this technology, the computer literally learns from data how to predict the future behavior of individuals. Perfect prediction is not possible, but putting odds on the future drives millions of decisions more effectively, determining whom to call, mail, investigate, incarcerate, set up on a date, or medicate. In this lucid, captivating introduction — now in its Revised and Updated edition — former Columbia University professor and Predictive Analytics World founder Eric Siegel reveals the power and perils of prediction: What type of mortgage risk Chase Bank predicted before the recession. Predicting which people will drop out of school, cancel a subscription, or get divorced before they even know it themselves. Why early retirement predicts a shorter life expectancy and vegetarians miss fewer flights. Five reasons why organizations predict death — including one health insurance company. How U.S. Bank and Obama for America calculated the way to most strongly persuade each individual. Why the NSA wants all your data: machine learning supercomputers to fight terrorism. How IBM's Watson computer used predictive modeling to answer questions and beat the human champs on TV's Jeopardy! How companies ascertain untold, private truths — how Target figures out you're pregnant and Hewlett-Packard deduces you're about to quit your job. How judges and parole boards rely on crime-predicting computers to decide how long convicts remain in prison. 182 examples from Airbnb, the BBC, Citibank, ConEd, Facebook, Ford, Google, the IRS, LinkedIn, Match.com, MTV, Netflix, PayPal, Pfizer, Spotify, Uber, UPS, Wikipedia, and more. How does predictive analytics work? This jam-packed book satisfies by demystifying the intriguing science under the hood. For future hands-on practitioners pursuing a career in the field, it sets a strong foundation, delivers the prerequisite knowledge, and whets your appetite for more. A truly omnipresent science, predictive analytics constantly affects our daily lives. Whether you are a consumer of it — or consumed by it — get a handle on the power of Predictive Analytics.
In this New York Times–bestselling book, Dr. Daniel Siegel shows parents how to turn one of the most challenging developmental periods in their children’s lives into one of the most rewarding. Between the ages of twelve and twenty-four, the brain changes in important and, at times, challenging ways. In Brainstorm, Dr. Daniel Siegel busts a number of commonly held myths about adolescence—for example, that it is merely a stage of “immaturity” filled with often “crazy” behavior. According to Siegel, during adolescence we learn vital skills, such as how to leave home and enter the larger world, connect deeply with others, and safely experiment and take risks. Drawing on important new research in the field of interpersonal neurobiology, Siegel explores exciting ways in which understanding how the brain functions can improve the lives of adolescents, making their relationships more fulfilling and less lonely and distressing on both sides of the generational divide.
Book Synopsis Brainstorm by : Daniel J. Siegel MD
Download or read book Brainstorm written by Daniel J. Siegel MD and published by Penguin. This book was released on 2014-01-07 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this New York Times–bestselling book, Dr. Daniel Siegel shows parents how to turn one of the most challenging developmental periods in their children’s lives into one of the most rewarding. Between the ages of twelve and twenty-four, the brain changes in important and, at times, challenging ways. In Brainstorm, Dr. Daniel Siegel busts a number of commonly held myths about adolescence—for example, that it is merely a stage of “immaturity” filled with often “crazy” behavior. According to Siegel, during adolescence we learn vital skills, such as how to leave home and enter the larger world, connect deeply with others, and safely experiment and take risks. Drawing on important new research in the field of interpersonal neurobiology, Siegel explores exciting ways in which understanding how the brain functions can improve the lives of adolescents, making their relationships more fulfilling and less lonely and distressing on both sides of the generational divide.
Success boils down to one thing: making good decisions. Learn the right framework now that can make all the difference later when faced with terrible options, deep anxiety and fear of failure. Access the decision framework David Siegel used when he took over as CEO of Meetup, the world’s leading platform for making connections and finding your community. Let David’s success during one of the most tumultuous times in his company’s history help guide you on your own path. Decide and Conquer helps all leaders navigate the big decisions that will impact their future and make their organizations a success. David outlines the 44 challenges leaders face when starting a new position, then shows you the decision framework he applied to overcome challenges in his own role. David takes you on an epic journey of corporate and personal survival that includes industry titans like Adam Neumann, Barry Diller, Jack Welch, Bill Ackman, and other leaders. In Decide and Conquer, you will learn to: Apply principles like open communication, transparency, and kindness to inform great decision making. Set yourself up to succeed, even before you start, by removing potential roadblocks before they become a problem. Be a bold and decisive leader and not succumb to fear. By applying the principles he had learned in previous leadership positions, David was able to make the many critical decisions that would mean life or death for Meetup when WeWork decided to sell the company. From deciding to accept the position and negotiating terms to managing a seemingly endless series of crises during the sale and global pandemic, Decide and Conquer walks readers through the key decisions they will face with invaluable advice for each one.
Book Synopsis Decide and Conquer by : David Siegel
Download or read book Decide and Conquer written by David Siegel and published by HarperCollins Leadership. This book was released on 2022-03-08 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: Success boils down to one thing: making good decisions. Learn the right framework now that can make all the difference later when faced with terrible options, deep anxiety and fear of failure. Access the decision framework David Siegel used when he took over as CEO of Meetup, the world’s leading platform for making connections and finding your community. Let David’s success during one of the most tumultuous times in his company’s history help guide you on your own path. Decide and Conquer helps all leaders navigate the big decisions that will impact their future and make their organizations a success. David outlines the 44 challenges leaders face when starting a new position, then shows you the decision framework he applied to overcome challenges in his own role. David takes you on an epic journey of corporate and personal survival that includes industry titans like Adam Neumann, Barry Diller, Jack Welch, Bill Ackman, and other leaders. In Decide and Conquer, you will learn to: Apply principles like open communication, transparency, and kindness to inform great decision making. Set yourself up to succeed, even before you start, by removing potential roadblocks before they become a problem. Be a bold and decisive leader and not succumb to fear. By applying the principles he had learned in previous leadership positions, David was able to make the many critical decisions that would mean life or death for Meetup when WeWork decided to sell the company. From deciding to accept the position and negotiating terms to managing a seemingly endless series of crises during the sale and global pandemic, Decide and Conquer walks readers through the key decisions they will face with invaluable advice for each one.
Boost your energy, manage stress, build muscle, lose fat, and improve your performance. The best-selling nutrition guide is now better than ever! Nancy Clark’s Sports Nutrition Guidebook will help you make the right choices in cafes, convenience stores, drive-throughs, and your own kitchen. Whether you’re preparing for competition or simply eating for an active lifestyle, let this leading sports nutritionist show you how to get maximum benefit from the foods you choose and the meals you make. You’ll learn what to eat before and during exercise and events, how to refuel for optimal recovery, and how to put into use Clark’s family-friendly recipes and meal plans. You’ll find the latest research and recommendations on supplements, energy drinks, organic foods, fluid intake, popular diets, carbohydrate and protein intake, training, competition, fat reduction, and muscle gain. Whether you’re seeking advice on getting energized for exercise or improving your health and performance, Nancy Clark’s Sports Nutrition Guidebook has the answers you can trust.
Book Synopsis Nancy Clark's Sports Nutrition Guidebook by : Nancy Clark
Download or read book Nancy Clark's Sports Nutrition Guidebook written by Nancy Clark and published by Human Kinetics. This book was released on 2013-10-11 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: Boost your energy, manage stress, build muscle, lose fat, and improve your performance. The best-selling nutrition guide is now better than ever! Nancy Clark’s Sports Nutrition Guidebook will help you make the right choices in cafes, convenience stores, drive-throughs, and your own kitchen. Whether you’re preparing for competition or simply eating for an active lifestyle, let this leading sports nutritionist show you how to get maximum benefit from the foods you choose and the meals you make. You’ll learn what to eat before and during exercise and events, how to refuel for optimal recovery, and how to put into use Clark’s family-friendly recipes and meal plans. You’ll find the latest research and recommendations on supplements, energy drinks, organic foods, fluid intake, popular diets, carbohydrate and protein intake, training, competition, fat reduction, and muscle gain. Whether you’re seeking advice on getting energized for exercise or improving your health and performance, Nancy Clark’s Sports Nutrition Guidebook has the answers you can trust.
Book Synopsis Data Goverence for the Executive, by : Orr James C.
Download or read book Data Goverence for the Executive, written by Orr James C. and published by Senna Publishing. This book was released on 2011-01-01 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Provides detailed methodology for digitizing project knowledge by bridging the gap between Waterfall and Agile Methodologies.
Book Synopsis Knowledge Driven Development by : Manoj Kumar Lal
Download or read book Knowledge Driven Development written by Manoj Kumar Lal and published by Cambridge University Press. This book was released on 2018-07-12 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides detailed methodology for digitizing project knowledge by bridging the gap between Waterfall and Agile Methodologies.
Revolutionize your data-driven presentations with this simple and actionable guide In Winning The Room: Creating and Delivering an Effective Data-Driven Presentation, analytics and data science expert Bill Franks delivers a practical and eye-opening exploration of how to present technical data and results to non-technical audiences in a live setting. Although framed with examples from the analytics and data science space, this book is perfect for anyone expected to present data-driven information to others. The book offers various specific tips and strategies that will make data-driven presentations much clearer, more intuitive, and easier to understand. Readers will discover: How to avoid common mistakes that undercut a presentation's credibility Instructive and eye-catching visuals that illustrate how to drive a presenter's points home and help the reader to retain the information Specific and actionable techniques to dramatically improve a presentation's clarity and impact Ideal for anyone expected to present to managers, executives, and other business leaders, Winning The Room is required reading for everyone seeking to improve the quality and efficacy of their data-driven presentations and communications.
Book Synopsis Winning The Room by : Bill Franks
Download or read book Winning The Room written by Bill Franks and published by John Wiley & Sons. This book was released on 2022-02-17 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Revolutionize your data-driven presentations with this simple and actionable guide In Winning The Room: Creating and Delivering an Effective Data-Driven Presentation, analytics and data science expert Bill Franks delivers a practical and eye-opening exploration of how to present technical data and results to non-technical audiences in a live setting. Although framed with examples from the analytics and data science space, this book is perfect for anyone expected to present data-driven information to others. The book offers various specific tips and strategies that will make data-driven presentations much clearer, more intuitive, and easier to understand. Readers will discover: How to avoid common mistakes that undercut a presentation's credibility Instructive and eye-catching visuals that illustrate how to drive a presenter's points home and help the reader to retain the information Specific and actionable techniques to dramatically improve a presentation's clarity and impact Ideal for anyone expected to present to managers, executives, and other business leaders, Winning The Room is required reading for everyone seeking to improve the quality and efficacy of their data-driven presentations and communications.
People analytics (also known as HR analytics) is revolutionizing Human Resource Management. Get ready for the future of HR and discover how you can leverage the power of data to drive better outcomes for your business and employees. We set out to write an inspiring book for (HR) professionals, managers, and directors who want to get a feel for the scope of HR analytics and learn how it can help both the employees and the business. In this book, we combined our experiences with lots of inspiring examples. It's concise, easy to read and teaches you all the basic principles of people analytics. After reading this book, you will: - have a solid understanding of what HR analytics is - know the difference between HR analytics and HR reporting - have a clear picture of the scope and the added value of HR analytics - understand the capabilities needed to build an HR analytics team - have plenty of ideas for applying HR analytics to your organization - know which pitfalls to avoid to prevent failure Who should read this book? If you're new to HR analytics and want to learn all the basics without having to plow through pages full of jargon, this book is for you. It's concise and easy to read, especially for people without a background in statistics or IT. Also if you're not working in human resource management yet and want to explore this exciting new field, this book provides you the foundation you are looking If you already have a career in HR analytics and are looking for in-depth knowledge and information, this book is NOT for you. It's definitely interesting and inspiring for those who have already started but don't expect in-depth (statistical) information.
Book Synopsis The Basic Principles of People Analytics by : Erik Van Vulpen
Download or read book The Basic Principles of People Analytics written by Erik Van Vulpen and published by Independently Published. This book was released on 2019-05-08 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: People analytics (also known as HR analytics) is revolutionizing Human Resource Management. Get ready for the future of HR and discover how you can leverage the power of data to drive better outcomes for your business and employees. We set out to write an inspiring book for (HR) professionals, managers, and directors who want to get a feel for the scope of HR analytics and learn how it can help both the employees and the business. In this book, we combined our experiences with lots of inspiring examples. It's concise, easy to read and teaches you all the basic principles of people analytics. After reading this book, you will: - have a solid understanding of what HR analytics is - know the difference between HR analytics and HR reporting - have a clear picture of the scope and the added value of HR analytics - understand the capabilities needed to build an HR analytics team - have plenty of ideas for applying HR analytics to your organization - know which pitfalls to avoid to prevent failure Who should read this book? If you're new to HR analytics and want to learn all the basics without having to plow through pages full of jargon, this book is for you. It's concise and easy to read, especially for people without a background in statistics or IT. Also if you're not working in human resource management yet and want to explore this exciting new field, this book provides you the foundation you are looking If you already have a career in HR analytics and are looking for in-depth knowledge and information, this book is NOT for you. It's definitely interesting and inspiring for those who have already started but don't expect in-depth (statistical) information.
