Major retailers are predicting everything from when their customers are pregnant to when they want a new pair of Chuck Taylors. It's a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisions.But how does one exactly do data science? Do you have to hire one of these priests of the dark arts, the "data scientist," to extract this gold from your data? Nope.Data science is little more than using straight-forward steps to process raw data into actionable insight. And in Data Smart, author and data scientist John Foreman will show you how that's done within the familiar environment of a spreadsheet. Why a spreadsheet? It's comfortable! You get to look at the data every step of the way, building confidence as you learn the tricks of the trade. Plus, spreadsheets are a vendor-neutral place to learn data science without the hype. But don't let the Excel sheets fool you. This is a book for those serious about learning the analytic techniques, the math and the magic, behind big data.Each chapter will cover a different technique in a spreadsheet so you can follow along: - Mathematical optimization, including non-linear programming and genetic algorithms- Clustering via k-means, spherical k-means, and graph modularity- Data mining in graphs, such as outlier detection- Supervised AI through logistic regression, ensemble models, and bag-of-words models- Forecasting, seasonal adjustments, and prediction intervals through monte carlo simulation- Moving from spreadsheets into the R programming languageYou get your hands dirty as you work alongside John through each technique. But never fear, the topics are readily applicable and the author laces humor throughout. You'll even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.

    On Twitter, word can spread faster than wildfire. Companies no longer have the option of ignoring the conversation. Unlike other hot social media spaces, "Twitterville" is dominated by professionals, not students. And despite its size, it still feels like a small town. Twitter allows people to interact much the way they do face-to-face, honestly and authentically. One minute, you re com- plaining about the weather with local friends, the next, you re talking shop with a colleague based halfway across the globe. No matter where you re from or what you do for a living, you will find conversations on Twitter that are valuable. Despite the millions of people joining the site, you ll quickly find the ones who can make a difference to you. Social media writer Shel Israel shares revealing stories of "Twitterville" residents, from CEOs to the student who became the first to report the devastation of the Szechuan earthquake; from visionaries trying to raise money for a cause to citizen journalists who outshine traditional media companies. Israel introduces you to trailblazers such as: . Frank Eliason, who used Twitter to reverse Comcast s blemished customer service reputation . Bill Fergus, who was on the team at Henry Ford Medical Center during the first live tweeted surgery . Scott Monty, social media officer for Ford, who held off a mob of misinformed Ranger fans and averted a PR crisis . Connie Reece, who used Twitter to raise tens of thousands of dollars for cancer patients in need . The Coffee Groundz, a Houston-area coffee shop that uses Twitter to pack the tables (and fight off Starbucks) "Twitterville" features many true stories as dramatic as these. But it also recounts those of ordinary businesspeople who use Twitter to get closer to their customers. And it explains how global neighborhoods will make geography increasingly irrelevant. It even explains why people sometimes really do care what you had for lunch."

    What’s tomorrow’s weather? Is the flight on time? Where’s the nearest store, and is this product cheaper there? Whatever the question, the answer is on the phone. This Pavlovian response is the mobile mind shift — the expectation that I can get what I want, anytime, in my immediate context. Your new battleground for customers is this mobile moment — the instant in which your customer is seeking an answer. If you’re there for them, they’ll love you; if you’re not, you’ll lose their business. Both entrepreneurial companies like Dropbox and huge corporations like Nestlé are winning in that mobile moment. Are you?Based on 200 interviews with entrepreneurs and major companies across the globe, The Mobile Mind Shift is the first book to explain how you can exploit mobile moments. You’ll learn how to:•    Find your customer’s most powerful mobile moments with a mobile moment audit.•    Master the IDEA Cycle, the business discipline for exploiting mobile. Align your business and technology teams in four steps: Identify, Design, Engineer, Analyze.•    Manufacture mobile moments as Krispy Kreme does — it sends a push notification when hot doughnuts are ready near you. Result: 500,000 app downloads, followed by a double-digit increase in same-store sales.•    Turn one-time product sales into ongoing services and engagement, as the Nest thermostat does. And master new business models, as Philips and Uber do. Find ways to charge more and create indelible customer loyalty.•    Transform your technology into systems of engagement. Engineer your business and technology systems to meet the ever-expanding demands of mobile. It’s how Dish Network not only increased the efficiency of its installers but also created new on-the-spot upsell opportunities.Mobile is rapidly shifting your customers into a new way of thinking. You’ll need your own mobile mind shift to respond.

    Aaker reveals how these companies have made other brands in their categories irrelevant. Key points: When managing a new category of product, treat it as if it were a brand; By failing to produce what customers want or losing momentum and visibility, your brand becomes irrelevant; and create barriers to competitors by supporting innovation at every level of the organization. Using dozens of case studies, shows how to create or dominate new categories or subcategories, making competitors irrelevant Shows how to manage the new category or subcategory as if it were a brand and how to create barriers to competitors Describes the threat of becoming irrelevant by failing to make what customer are buying or losing energy David Aaker, the author of four brand books, has been called the father of branding This book offers insight for creating and/or owning a new business arena. Instead of being the best, the goal is to be the only brand around-making competitors irrelevant.

    It seems hard to believe today, but there was a time when Airbnb was the best-kept secret of travel hackers and couch surfers, Pinterest was a niche web site frequented only by bakers and crafters, LinkedIn was an exclusive network for C-suite executives and top-level recruiters, Facebook was MySpace's sorry step-brother, and Uber was a scrappy upstart that didn't stand a chance against the Goliath that was New York City Yellow Cabs.So how did these companies grow from these humble beginnings into the powerhouses they are today? Contrary to popular belief, they didn't explode to massive worldwide popularity simply by building a great product then crossing their fingers and hoping it would catch on. There was a studied, carefully implemented methodology behind these companies' extraordinary rise. That methodology is called Growth Hacking, and it's practitioners include not just today's hottest start-ups, but also companies like IBM, Walmart, and Microsoft as well as the millions of entrepreneurs, marketers, managers and executives who make up the community of GrowthHackers.com.Think of the Growth Hacking methodology as doing for market-share growth what Lean Start-Up did for product development, and Scrum did for productivity. It involves cross-functional teams and rapid-tempo testing and iteration that focuses customers attaining them, retaining them, engaging them, and motivating them to come back and buy more. An accessible and practical toolkit that teams and companies in all industries can use to increase their customer base and market share, this book walks readers through the process of creating and executing their own custom-made growth hacking strategy. It is a must read for any marketer, entrepreneur, innovator or manger looking to replace wasteful big bets and "spaghetti-on-the-wall" approaches with more consistent, replicable, cost-effective, and data-driven results.

    This staggering amount of information—unprecedented in history—can tell us a great deal about who we are—the fears, desires, and behaviors that drive us, and the conscious and unconscious decisions we make. From the profound to the mundane, we can gain astonishing knowledge about the human psyche that less than twenty years ago, seemed unfathomable.Everybody Lies offers fascinating, surprising, and sometimes laugh-out-loud insights into everything from economics to ethics to sports to race to sex, gender and more, all drawn from the world of big data. What percentage of white voters didn’t vote for Barack Obama because he’s black? Does where you go to school effect how successful you are in life? Do parents secretly favor boy children over girls? Do violent films affect the crime rate? Can you beat the stock market? How regularly do we lie about our sex lives and who’s more self-conscious about sex, men or women?Investigating these questions and a host of others, Seth Stephens-Davidowitz offers revelations that can help us understand ourselves and our lives better. Drawing on studies and experiments on how we really live and think, he demonstrates in fascinating and often funny ways the extent to which all the world is indeed a lab. With conclusions ranging from strange-but-true to thought-provoking to disturbing, he explores the power of this digital truth serum and its deeper potential—revealing biases deeply embedded within us, information we can use to change our culture, and the questions we’re afraid to ask that might be essential to our health—both emotional and physical. All of us are touched by big data everyday, and its influence is multiplying. Everybody Lies challenges us to think differently about how we see it and the world.

    Its ability to target users who have provided real data about themselves and their interests makes Facebook the ideal platform for marketers, and marketers everywhere recognize the importance of Facebook and are eager to successfully tap Facebook's potential. This book shows you how.Quickly get up to speed on today's Facebook conventions and demographics, and then gain an understanding of the various strategic and implementation issues you must consider from start to finish.Guides you through crafting a successful presence on Facebook and takes you through each step for developing an overall marketing strategy Explains each step for setting realistic goals, defining metrics, developing reports, and acquiring corporate buy-in Shows how to execute your strategy while incorporating all of Facebook's relevant features Addresses Facebook's pay-per-click platform, Facebook Connect, and more Packed with tips and tactics not documented anywhere else, the book serves as the ultimate step-by-step guide to developing a winning Facebook marketing campaign.

    Almost all of them. Many never make a profit. Like chocolate teapots, they look nice but flop as soon as you pour hot customers into them. Others are successful at first, and then get crushed by competitors.This book is about how to buck the trend—to make websites that customers love and that are outrageously profitable. The unique methodology is based on the authors’ award-winning work growing many of the world’s biggest web companies—plus hundreds of smaller, market-leading companies in over eighty different industries. In this book, you’ll get What successful web businesses do differently (and others get wrong) How to easily identify your website’s biggest opportunities A treasure trove of proven solutions for growing businesses Discover how to grow your profits—by making winning websites that people love. Right now, the Kindle version is priced at a special rate. Just scroll up, click buy, and we'll see you on the inside!

     For decades, technology encouraged people to squander their time and intellect as passive consumers. Today, tech has finally caught up with human potential. In Cognitive Surplus, Internet guru Clay Shirky forecasts the thrilling changes we will all enjoy as new digital technology puts our untapped resources of talent and goodwill to use at last. Since we Americans were suburbanized and educated by the postwar boom, we've had a surfeit of intellect, energy, and time-what Shirky calls a cognitive surplus. But this abundance had little impact on the common good because television consumed the lion's share of it-and we consume TV passively, in isolation from one another. Now, for the first time, people are embracing new media that allow us to pool our efforts at vanishingly low cost. The results of this aggregated effort range from mind expanding-reference tools like Wikipedia-to lifesaving-such as Ushahidi.com, which has allowed Kenyans to sidestep government censorship and report on acts of violence in real time. Shirky argues persuasively that this cognitive surplus-rather than being some strange new departure from normal behavior-actually returns our society to forms of collaboration that were natural to us up through the early twentieth century. He also charts the vast effects that our cognitive surplus- aided by new technologies-will have on twenty-first-century society, and how we can best exploit those effects. Shirky envisions an era of lower creative quality on average but greater innovation, an increase in transparency in all areas of society, and a dramatic rise in productivity that will transform our civilization. The potential impact of cognitive surplus is enormous. As Shirky points out, Wikipedia was built out of roughly 1 percent of the man-hours that Americans spend watching TV every year. Wikipedia and other current products of cognitive surplus are only the iceberg's tip. Shirky shows how society and our daily lives will be improved dramatically as we learn to exploit our goodwill and free time like never before.

    In its sweeping survey of the history of Internet search technologies, its gossip about and analysis of Google, and its speculation on the larger cultural implications of a Web-connected world, it will likely receive attention from a variety of businesspeople, technology futurists, journalists, and interested observers of mid-2000s zeitgeist. This ambitious book comes with a strong pedigree. Author John Battelle was a founder of The Industry Standard and then one of the original editors of Wired, two magazines which helped shape our early perceptions of the wild world of the Internet. Battelle clearly drew from his experience and contacts in writing The Search. In addition to the sure-handed historical perspective and easy familiarity with such dot-com stalwarts as AltaVista, Lycos, and Excite, he speckles his narrative with conversational asides from a cast of fascinating characters, such Google's founders, Larry Page and Sergey Brin; Yahoo's, Jerry Yang and David Filo; key executives at Microsoft and different VC firms on the famed Sandhill road; and numerous other insiders, particularly at the company which currently sits atop the search world, Google. The Search is not exactly the corporate history of Google. At the book's outset, Battelle specifically indicates his desire to understand what he calls the cultural anthropology of search, and to analyze search engines' current role as the "database of our intentions"--the repository of humanity's curiosity, exploration, and expressed desires. Interesting though that beginning is, though, Battelle's story really picks up speed when he starts dishing inside scoop on the darling business story of the decade, Google. To Battelle's credit, though, he doesn't stop just with historical retrospective: the final part of his book focuses on the potential future directions of Google and its products' development. In what Battelle himself acknowledges might just be a "digital fantasy train", he describes the possibility that Google will become the centralizing platform for our entire lives and quotes one early employee on the weightiness of Google's potential impact: "Sometimes I feel like I am on a bridge, twenty thousand feet up in the air. If I look down I'm afraid I'll fall. I don't feel like I can think about all the implications." Some will shrug at such words; after all, similar hype has accompanied other technologies and other companies before. Many others, though, will search Battelle's story for meaning--and fast. --Peter Han

    This urgent report is required reading, from defense expert P.W. Singer and Council on Foreign Relations fellow Emerson Brooking.

    Gates stresses the need for managers to view technology not as overhead but as a strategic asset, and offers detailed examples from Microsoft, GM, Dell, and many other successful companies. Companion Web site.

    Just about everyone thinks they know how they got there. Just about everyone is wrong. For all that's been written about the Four over the last two decades, no one has captured their power and staggering success as insightfully as Scott Galloway.Instead of buying the myths these compa-nies broadcast, Galloway asks fundamental questions. How did the Four infiltrate our lives so completely that they're almost impossible to avoid (or boycott)? Why does the stock market forgive them for sins that would destroy other firms? And as they race to become the world's first trillion-dollar company, can anyone chal-lenge them?In the same irreverent style that has made him one of the world's most celebrated business professors, Galloway deconstructs the strategies of the Four that lurk beneath their shiny veneers. He shows how they manipulate the fundamental emotional needs that have driven us since our ancestors lived in caves, at a speed and scope others can't match. And he reveals how you can apply the lessons of their ascent to your own business or career.Whether you want to compete with them, do business with them, or simply live in the world they dominate, you need to understand the Four.

    People don't listen to advertisements, they listen to their peers. But why do people talk about certain products and ideas more than others? Why are some stories and rumors more infectious? And what makes online content go viral? Wharton marketing professor Jonah Berger has spent the last decade answering these questions. He's studied why New York Times articles make the paper's own Most E-mailed List, why products get word of mouth, and how social influence shapes everything from the cars we buy to the clothes we wear to the names we give our children. In this book, Berger reveals the secret science behind word-of-mouth and social transmission. Discover how six basic principles drive all sorts of things to become contagious, from consumer products and policy initiatives to workplace rumors and YouTube videos.Contagious combines groundbreaking research with powerful stories. Learn how a luxury steakhouse found popularity through the lowly cheese-steak, why anti-drug commercials might have actually increased drug use, and why more than 200 million consumers shared a video about one of the seemingly most boring products there is: a blender. If you've wondered why certain stories get shared, e-mails get forwarded, or videos go viral, Contagious explains why, and shows how to leverage these concepts to craft contagious content. This book provides a set of specific, actionable techniques for helping information spread - for designing messages, advertisements, and information that people will share. Whether you're a manager at a big company, a small business owner trying to boost awareness, a politician running for office, or a health official trying to get the word out, Contagious will show you how to make your product or idea catch on.

    But, marketing departments are still operating in the same, campaign-centric, product-led operation that they have been following for 75 years. The most innovative companies around the world have achieved remarkable marketing results by fundamentally changing their approach. By creating value for customers through the use of owned media and the savvy use of content, these businesses have dramatically increased customer loyalty and revenue. Some of them have even taken it to the next step and developed a marketing function that actually pays for itself.Killing Marketing explores how these companies are ending the marketing as we know it--in favor of this new, exciting model.Killing Marketing provides the insight, approaches, and examples you need to understand these disruptive forces in ways that turn your marketing from cost center to revenue creator. This book builds the case for, literally, transforming the purpose of marketing within your organization. Joe Pulizzi and Robert Rose of the Content Marketing Institute show how leading companies are able sell the very content that propels their marketing strategy. You'll learn how to:* Transform all or part of your marketing operation into a media company* Integrate this new operation into traditional marketing efforts* Develop best practices for attracting and retaining audiences* Build a strategy for competing against traditional media companies* Create a paid/earned media strategy fueled by an owned media strategyRed Bull, Johnson & Johnson, Disney and Arrow Electronics have succeeded in what ten years ago would have been deemed impossible. They continue to market their products as they always have, and, through their content-driven and audience-building initiatives, they drive value outside the day-to-day products they sell--and monetize it directly.Killing Marketing rewrites the rules of marketing--enabling you to make the kind of transition that turns average companies into industry legends.