Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die


Eric Siegel - 2013
    Rather than a "how to" for hands-on techies, the book entices lay-readers and experts alike by covering new case studies and the latest state-of-the-art techniques.You have been predicted — by companies, governments, law enforcement, hospitals, and universities. Their computers say, "I knew you were going to do that!" These institutions are seizing upon the power to predict whether you're going to click, buy, lie, or die.Why? For good reason: predicting human behavior combats financial risk, fortifies healthcare, conquers spam, toughens crime fighting, and boosts sales.How? Prediction is powered by the world's most potent, booming 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 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 — lifting a bit of the fog off our hazy view of tomorrow — means pay dirt.In this rich, entertaining primer, 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 are even aware of it themselves. -Why early retirement decreases life expectancy and vegetarians miss fewer flights. -Five reasons why organizations predict death, including one health insurance company. -How U.S. Bank, European wireless carrier Telenor, and Obama's 2012 campaign calculated the way to most strongly influence each individual. -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 who stays in prison and who goes free. -What's predicted by the BBC, Citibank, ConEd, Facebook, Ford, Google, IBM, the IRS, Match.com, MTV, Netflix, Pandora, PayPal, Pfizer, and Wikipedia. A truly omnipresent science, predictive analytics affects everyone, every day. Although largely unseen, it drives millions of decisions, determining whom to call, mail, investigate, incarcerate, set up on a date, or medicate.Predictive analytics transcends human perception. This book's final chapter answers the riddle: What often happens to you that cannot be witnessed, and that you can't even be sure has happened afterward — but that can be predicted in advance?Whether you are a consumer of it — or consumed by it — get a handle on the power of Predictive Analytics.

Jump Start Your Brain


Doug Hall - 1995
    A successful marketing manager and product inventor challenges conventional ways of thinking and reveals how to successfully market new ideas.

The $100 Startup: Reinvent the Way You Make a Living, Do What You Love, and Create a New Future


Chris Guillebeau - 2012
      Still in his early thirties, Chris is on the verge of completing a tour of every country on earth – he’s already visited more than 175 nations – and yet he’s never held a “real job” or earned a regular paycheck.  Rather, he has a special genius for turning ideas into income, and he uses what he earns both to support his life of adventure and to give back.    There are many others like Chris – those who’ve found ways to opt out of traditional employment and create the time and income to pursue what they find meaningful.  Sometimes, achieving that perfect blend of passion and income doesn’t depend on shelving what you currently do.  You can start small with your venture, committing little time or money, and wait to take the real plunge when you're sure it's successful.   In preparing to write this book, Chris identified 1,500 individuals who have built businesses earning $50,000 or more from a modest investment (in many cases, $100 or less), and from that group he’s chosen to focus on the 50 most intriguing case studies.  In nearly all cases, people with no special skills discovered aspects of their personal passions that could be monetized, and were able to restructure their lives in ways that gave them greater freedom and fulfillment.   Here, finally, distilled into one easy-to-use guide, are the most valuable lessons from those who’ve learned how to turn what they do into a gateway to self-fulfillment.  It’s all about finding the intersection between your “expertise” – even if you don’t consider it such -- and what other people will pay for.  You don’t need an MBA, a business plan or even employees.  All you need is a product or service that springs from what you love to do anyway, people willing to pay, and a way to get paid.   Not content to talk in generalities, Chris tells you exactly how many dollars his group of unexpected entrepreneurs required to get their projects up and running; what these individuals did in the first weeks and months to generate significant cash; some of the key mistakes they made along the way, and the crucial insights that made the business stick.  Among Chris’s key principles: if you’re good at one thing, you’re probably good at something else; never teach a man to fish – sell him the fish instead; and in the battle between planning and action, action wins.   In ancient times, people who were dissatisfied with their lives dreamed of finding magic lamps, buried treasure, or streets paved with gold.  Today, we know that it’s up to us to change our lives.  And the best part is, if we change our own life, we can help others change theirs.  This remarkable book will start you on your way.

Please Don't Just Do What I Tell You! Do What Needs to Be Done: Every Employee's Guide to Making Work More Rewarding


Bob Nelson - 2001
    This book contains a clear message: Every boss wants an effective worker to do what most needs to be done without having to be asked. Simple? Perhaps. Easy? Not on your life. But thanks to Bob Nelson, employers and employees everywhere will be empowered by this vital message, and in the process achieve their goals and create a mutually rewarding experience. As brief, to the point, and inspiring as his previous best-selling titles, Nelsons commonsense advice can be applied to any situation, from the mailroom to the boardroom, and is illustrated with a wide array of examples and anecdotes from real life. Helping readers tap into their own intelligence, resourcefulness, and pride, Nelson demonstrates how acts of initiative both big and small can make an enormous difference in the way an employee is viewed -- and rewarded -- by his or her boss; he also shows how the effects of those actions benefit the entire organization. It's a perfect first day on the job book; a useful resource for any HR department; and a worthwhile investment for anyone who wants to learn more and go farther in a job, in a career, and in life.

Clever: Leading Your Smartest, Most Creative People


Rob Goffee - 2009
    A manager spots consumer-spending patterns no one else sees and defines new market categories your enterprise can serve. A strategist anticipates global changes and correctly interprets their business implications. Companies' competitiveness, even survival, increasingly hinge on such "clever people." But the truth is, clever people are as fiercely independent as they are clever-they don't want to be led. So how do you corral these players in your organization and inspire them to achieve their highest potential? In Clever, Rob Goffee and Gareth Jones offer potent insights drawn from their extensive research. The authors explain how to: • Identify your clever people and their motivations • Shelter your "clevers" from political distractions that can inhibit their productivity • Help clevers generate even more value by creating clever teams • Manage the unique tensions that can arise when clevers work together Leading clever people can be enormously challenging, yet doing so effectively is the key to your organization's sustained success. Lively and engaging, this book provides the ideas, practices, and examples you need to create an environment where your most brilliant people can flourish.

Flawless Consulting: A Guide to Getting Your Expertise Used


Peter Block - 1987
    Using illustrative examples, case studies, and exercises, the author, one of the most important and well known in his field, offers his legendary warmth and insight throughout this much-awaited second edition. Anyone who must communicate in a professional context--and who doesn't?--will use the lessons taught in this book for years to come! "Who would have thought the 'consultant's bible' could be improved upon? Count on Peter Block--the consulting profession's very own revolutionary--to push us to confront and struggle with the paradoxes inherent in our work." --Candace Thompson, organization development consultant, First Chicago NBD--A Bank One Company "Block has distilled years of experience into a wise, down-to-earth, and eminently practical guide to excellence in consulting. If you are new to the practice, Flawless Consulting will chop years off your learning cycle. And even if you're an old pro, Block's insights will elevate you to new levels of effectiveness. Flawless Consulting is not simply about becoming a better consultant; it is about using consulting as a path toward becoming a better person." --Barry Oshry, president, Power & Systems, Inc.; author of Seeing Systems and Leading Systems

Play Bigger: How Pirates, Dreamers, and Innovators Create and Dominate Markets


Al Ramadan - 2016
    It’s about inventing a whole new game—defining a new market category, developing it, and dominating it over time. You can’t build a legendary company without building a legendary category. If you think that having the best product is all it takes to win, you’re going to lose. In this farsighted, pioneering guide, the founders of Silicon Valley advisory firm Play Bigger rely on data analysis and interviews to understand the inner workings of “category kings”— companies such as Amazon, Salesforce, Uber and IKEA that give us new ways of living, thinking or doing business, often solving problems we didn’t know we had.In Play Bigger, the authors assemble their findings to introduce the new discipline of category design. By applying category design, companies can create new demand where none existed, conditioning customers’ brains so they change their expectations and buying habits. While this discipline defines the tech industry, it applies to every kind of industry and even to personal careers.Crossing The Chasm revolutionized how we think about new products in an existing market. The Innovator’s Dilemma taught us about disrupting an aging market. Now, Play Bigger is transforming business once again, showing us how to create the market itself.

In Search Of Excellence: Lessons from America's Best-Run Companies


Thomas J. Peters - 1982
    The "Greatest Business Book of All Time" (Bloomsbury UK), In Search of Excellence has long been a must-have for the boardroom, business school, and bedside table.Based on a study of forty-three of America's best-run companies from a diverse array of business sectors, In Search of Excellence describes eight basic principles of management -- action-stimulating, people-oriented, profit-maximizing practices -- that made these organizations successful.This phenomenal bestseller features a new Authors' Note, and reintroduces these vital principles in an accessible and practical way for today's management reader.

The Go-Giver: A Little Story About a Powerful Business Idea


Bob Burg - 2007
    Joe is a true go-getter, though sometimes he feels as if the harder and faster he works, the further away his goals seem to be. And so one day, desperate to land a key sale at the end of a bad quarter, he seeks advice from the enigmatic Pindar, a legendary consultant referred to by his many devotees simply as the Chairman. Over the next week, Pindar introduces Joe to a series of “go-givers:” a restaurateur, a CEO, a financial adviser, a real estate broker, and the “Connector,” who brought them all together. Pindar’s friends share with Joe the Five Laws of Stratospheric Success and teach him how to open himself up to the power of giving. Joe learns that changing his focus from getting to giving—putting others’ interests first and continually adding value to their lives—ultimately leads to unexpected returns. Imparted with wit and grace, The Go-Giver is a heartwarming and inspiring tale that brings new relevance to the old proverb “Give and you shall receive.”

Social Physics: How Good Ideas Spread— The Lessons from a New Science


Alex Pentland - 2014
    Over years of groundbreaking experiments, he has distilled remarkable discoveries significant enough to become the bedrock of a whole new scientific field: social physics. Humans have more in common with bees than we like to admit: We’re social creatures first and foremost. Our most important habits of action—and most basic notions of common sense—are wired into us through our coordination in social groups. Social physics is about idea flow, the way human social networks spread ideas and transform those ideas into behaviors. Thanks to the millions of digital bread crumbs people leave behind via smartphones, GPS devices, and the Internet, the amount of new information we have about human activity is truly profound. Until now, sociologists have depended on limited data sets and surveys that tell us how people say they think and behave, rather than what they actually do. As a result, we’ve been stuck with the same stale social structures—classes, markets—and a focus on individual actors, data snapshots, and steady states. Pentland shows that, in fact, humans respond much more powerfully to social incentives that involve rewarding others and strengthening the ties that bind than incentives that involve only their own economic self-interest. Pentland and his teams have found that they can study patterns of information exchange in a social network without any knowledge of the actual content of the information and predict with stunning accuracy how productive and effective that network is, whether it’s a business or an entire city. We can maximize a group’s collective intelligence to improve performance and use social incentives to create new organizations and guide them through disruptive change in a way that maximizes the good. At every level of interaction, from small groups to large cities, social networks can be tuned to increase exploration and engagement, thus vastly improving idea flow.  Social Physics will change the way we think about how we learn and how our social groups work—and can be made to work better, at every level of society. Pentland leads readers to the edge of the most important revolution in the study of social behavior in a generation, an entirely new way to look at life itself.

Results Without Authority: Controlling a Project When the Team Doesn't Report to You - A Project Manager's Guide


Tom Kendrick - 2006
    This book delivers proven techniques for controlling projects and managing diverse teams in a wide variety of situations, and bringing those projects to successful closure. The concepts in this book are essential for all project managers, with and without authority, because they offer a productive alternative to ""command and control"" management techniques that can easily backfire.Tom Kendrick's system will help you get successful project results from diverse, cross-functional, virtual, outsourced, and other types of project teams by showing how to establish and build:Control Through Process. Key project management processes, infrastructure, and the role of the project office.Control Through Influence. Productive leadership styles, reciprocity, and maintaining relationships.Control Through Project Metrics. Quantitative, predictive, diagnostic, and retrospective metrics for project control, motivating desired behaviors, and avoiding potential problems.Control Through Project Initiation. The role of the sponsor in project control, the importance of project vision, project launch documentation, and the project start-up workshop.Control Through Project Planning. Collaborative planning as the foundation of project control; planning as a key factor in setting baselines and establishing metrics.Control During Project Execution. Measurement and interpretation of project status, informal communication, and maintaining relationships as keys to maintaining control.Control Through Tracking and Monitoring. Controlling scope and other project parameters; formal project communication and reporting, rewards and recognition, and project reviews.Enhancing Overall Control Through Project Closure. Sign-off, evaluating retrospective project metrics, celebrating, and rewarding the team; improving long-term project control through lessons learned.Packed with invaluable guidance for controlling projects of all scopes and in any field, Results Without Authority will help novice and experienced project leaders get the best from their project teams."

The Four Steps to the Epiphany: Successful Strategies for Startups That Win


Steve Blank - 2003
    Step-by-step strategy of how to successfully organize sales, marketing and business development for a new product or company. The book offers insight into what makes some startups successful and leaves others selling off their furniture. Packed with concrete examples, the book will leave you with new skills to organize sales, marketing and your business for success.

The Leadership Challenge


James M. Kouzes - 1987
    This new edition includes the latest research and case studies, and offers inspiring new and relevant stories of real people achieving extraordinary results.

Eat That Frog!: 21 Great Ways to Stop Procrastinating and Get More Done in Less Time


Brian Tracy - 2001
    This new edition is revised and updated throughout, and includes brand new information on how to keep technology from dominating our time.

The Laws of Simplicity: Design, Technology, Business, Life


John Maeda - 2006
    We're rebelling against technology that's too complicated, DVD players with too many menus, and software accompanied by 75-megabyte "read me" manuals. The iPod's clean gadgetry has made simplicity hip. But sometimes we find ourselves caught up in the simplicity paradox: we want something that's simple and easy to use, but also does all the complex things we might ever want it to do. In The Laws of Simplicity, John Maeda offers ten laws for balancing simplicity and complexity in business, technology, and design—guidelines for needing less and actually getting more.Maeda—a professor in MIT's Media Lab and a world-renowned graphic designer—explores the question of how we can redefine the notion of "improved" so that it doesn't always mean something more, something added on.Maeda's first law of simplicity is "Reduce." It's not necessarily beneficial to add technology features just because we can. And the features that we do have must be organized (Law 2) in a sensible hierarchy so users aren't distracted by features and functions they don't need. But simplicity is not less just for the sake of less. Skip ahead to Law 9: "Failure: Accept the fact that some things can never be made simple." Maeda's concise guide to simplicity in the digital age shows us how this idea can be a cornerstone of organizations and their products—how it can drive both business and technology. We can learn to simplify without sacrificing comfort and meaning, and we can achieve the balance described in Law 10. This law, which Maeda calls "The One," tells us: "Simplicity is about subtracting the obvious, and adding the meaningful."