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Business Modeling and Data Mining by Dorian Pyle


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Def Jam, Inc.: Russell Simmons, Rick Rubin, and the Extraordinary Story of the World's Most Influential Hip-Hop Label


Stacy Gueraseva - 2005
    Few could or would have predicted that the improvised raps and raw beats busting out of New York City's urban underclass would one day become a multimillion-dollar business and one of music's most lucrative genres. Among those few were two visionaries: Russell Simmons, a young black man from Hollis, Queens, and Rick Rubin, a Jewish kid from Long Island. Though the two came from different backgrounds, their all-consuming passion for hip-hop brought them together. Soon they would revolutionize the music industry with their groundbreaking label, Def Jam Records. Def Jam, Inc. traces the company's incredible rise from the NYU dorm room of nineteen-year-old Rubin (where LL Cool J was discovered on a demo tape) to the powerhouse it is today; from financial struggles and scandals-including The Beastie Boys's departure from the label and Rubin's and Simmons's eventual parting-to revealing anecdotes about artists like Slick Rick, Public Enemy, Foxy Brown, Jay-Z, and DMX. Stacy Gueraseva, former editor in chief of Russell Simmons's magazine, Oneworld, had access to the biggest players on the scene, and brings you real conversations and a behind-the-scenes look from a decade-and a company-that turned the music world upside down. She takes you back to New York in the '80s, when late-night spots such as Danceteria and Nell's were burning with young, fresh rappers, and Simmons and Rubin had nothing but a hunch that they were on to something huge. Far more than just a biography of the two men who made it happen, Def Jam, Inc. is a journey into the world of rap itself. Both an intriguing business history as well as a gritty narrative, here is the definitive book on Def Jam-a must read for any fan of hip-hop as well as all popular-culture junkies.

Cognitive Surplus: Creativity and Generosity in a Connected Age


Clay Shirky - 2010
     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.

Genius Makers: The Mavericks Who Brought AI to Google, Facebook, and the World


Cade Metz - 2021
    Through the lives of Geoff Hinton and other major players, Metz explains this transformative technology and makes the quest thrilling.--Walter Isaacson, author of The Code Breaker Recipient of starred reviews in both Kirkus and Library JournalTHE UNTOLD TECH STORY OF OUR TIMEWhat does it mean to be smart? To be human? What do we really want from life and the intelligence we have, or might create?With deep and exclusive reporting, across hundreds of interviews, New York Times Silicon Valley journalist Cade Metz brings you into the rooms where these questions are being answered. Where an extraordinarily powerful new artificial intelligence has been built into our biggest companies, our social discourse, and our daily lives, with few of us even noticing.Long dismissed as a technology of the distant future, artificial intelligence was a project consigned to the fringes of the scientific community. Then two researchers changed everything. One was a sixty-four-year-old computer science professor who didn't drive and didn't fly because he could no longer sit down--but still made his way across North America for the moment that would define a new age of technology. The other was a thirty-six-year-old neuroscientist and chess prodigy who laid claim to being the greatest game player of all time before vowing to build a machine that could do anything the human brain could do.They took two very different paths to that lofty goal, and they disagreed on how quickly it would arrive. But both were soon drawn into the heart of the tech industry. Their ideas drove a new kind of arms race, spanning Google, Microsoft, Facebook, and OpenAI, a new lab founded by Silicon Valley kingpin Elon Musk. But some believed that China would beat them all to the finish line.Genius Makers dramatically presents the fierce conflict between national interests, shareholder value, the pursuit of scientific knowledge, and the very human concerns about privacy, security, bias, and prejudice. Like a great Victorian novel, this world of eccentric, brilliant, often unimaginably yet suddenly wealthy characters draws you into the most profound moral questions we can ask. And like a great mystery, it presents the story and facts that lead to a core, vital question:How far will we let it go?

Exploding the Phone: The Untold Story of the Teenagers and Outlaws Who Hacked Ma Bell


Phil Lapsley - 2013
    Starting with Alexander Graham Bell's revolutionary "harmonic telegraph," by the middle of the twentieth century the phone system had grown into something extraordinary, a web of cutting-edge switching machines and human operators that linked together millions of people like never before. But the network had a billion-dollar flaw, and once people discovered it, things would never be the same.Exploding the Phone tells this story in full for the first time. It traces the birth of long-distance communication and the telephone, the rise of AT&T's monopoly, the creation of the sophisticated machines that made it all work, and the discovery of Ma Bell's Achilles' heel. Phil Lapsley expertly weaves together the clandestine underground of "phone phreaks" who turned the network into their electronic playground, the mobsters who exploited its flaws to avoid the feds, the explosion of telephone hacking in the counterculture, and the war between the phreaks, the phone company, and the FBI.The product of extensive original research, Exploding the Phone is a ground-breaking, captivating book.

How to Measure Anything: Finding the Value of "Intangibles" in Business


Douglas W. Hubbard - 1985
    Douglas Hubbard helps us create a path to know the answer to almost any question in business, in science, or in life . . . Hubbard helps us by showing us that when we seek metrics to solve problems, we are really trying to know something better than we know it now. How to Measure Anything provides just the tools most of us need to measure anything better, to gain that insight, to make progress, and to succeed." -Peter Tippett, PhD, M.D. Chief Technology Officer at CyberTrust and inventor of the first antivirus software "Doug Hubbard has provided an easy-to-read, demystifying explanation of how managers can inform themselves to make less risky, more profitable business decisions. We encourage our clients to try his powerful, practical techniques." -Peter Schay EVP and COO of The Advisory Council "As a reader you soon realize that actually everything can be measured while learning how to measure only what matters. This book cuts through conventional cliches and business rhetoric and offers practical steps to using measurements as a tool for better decision making. Hubbard bridges the gaps to make college statistics relevant and valuable for business decisions." -Ray Gilbert EVP Lucent "This book is remarkable in its range of measurement applications and its clarity of style. A must-read for every professional who has ever exclaimed, 'Sure, that concept is important, but can we measure it?'" -Dr. Jack Stenner Cofounder and CEO of MetraMetrics, Inc.

Streaming, Sharing, Stealing: Big Data and the Future of Entertainment


Michael D. Smith - 2016
    But then came Netflix's "House of Cards." Netflix gauged the show's potential from data it had gathered about subscribers' preferences, ordered two seasons without seeing a pilot, and uploaded the first thirteen episodes all at once for viewers to watch whenever they wanted on the devices of their choice.In this book, Michael Smith and Rahul Telang, experts on entertainment analytics, show how the success of "House of Cards" upended the film and TV industries -- and how companies like Amazon and Apple are changing the rules in other entertainment industries, notably publishing and music. We're living through a period of unprecedented technological disruption in the entertainment industries. Just about everything is affected: pricing, production, distribution, piracy. Smith and Telang discuss niche products and the long tail, product differentiation, price discrimination, and incentives for users not to steal content. To survive and succeed, businesses have to adapt rapidly and creatively. Smith and Telang explain how.How can companies discover who their customers are, what they want, and how much they are willing to pay for it? Data. The entertainment industries, must learn to play a little "moneyball." The bottom line: follow the data.

Winning with Data: Transform Your Culture, Empower Your People, and Shape the Future


Tomasz Tunguz - 2016
    Authors Tomasz Tunguz and Frank Bien draw on extensive background in big data, business intelligence, and business strategy to provide a blueprint for companies looking to move head-on into the data wave. Instrumentation is discussed in detail, but the core of the change is in the culture—this book provides sound guidance on building the type of organizational culture that creates and leverages data daily, in every aspect of the business. Real-world examples illustrate these important concepts at work: you'll learn how data helped Warby-Parker disrupt a $13 billion monopolized market, how ThredUp uses data to process more than 20 thousand items of clothing every day, how Venmo leverages data to build better products, how HubSpot empowers their salespeople to be more productive, and more. From decision making and strategy to shipping and sales, this book shows you how data makes better business. Big data has taken on buzzword status, but there is little real guidance for companies seeking everyday business data solutions. This book takes a deeper look at big data in business, and shows you how to shift internal culture ahead of the curve. Understand the changes a data culture brings to companies Instrument your company for maximum benefit Utilize data to optimize every aspect of your business Improve decision making and transform business strategy Big data is becoming the number-one topic in business, yet no one is asking the right questions. Leveraging the full power of data requires more than good IT—organization-wide buy-in is essential for long-term success. Winning with Data is the expert guide to making data work for your business, and your needs.

Yes or No: How Your Everyday Decisions Will Forever Shape Your Life


Jeff Shinabarger - 2014
    Social entrepreneur Jeff Shinabarger helps you break through these moments of tension and transition with proven ways to move toward good choices.Discover opportunities to become a decision maker as you gain strength in saying no, develop your personal philosophy of choice, and start using a practical process for making good choices even in difficult situations.

Data-Driven Marketing: The 15 Metrics Everyone in Marketing Should Know


Mark Jeffery - 2010
    Data-driven marketing improves efficiency and effectiveness of marketing expenditures across the spectrum of marketing activities from branding and awareness, trail and loyalty, to new product launch and Internet marketing. Based on new research from the Kellogg School of Management, this book is a clear and convincing guide to using a more rigorous, data-driven strategic approach to deliver significant performance gains from your marketing.Explains how to use data-driven marketing to deliver return on marketing investment (ROMI) in any organization In-depth discussion of the fifteen key metrics every marketer should know Based on original research from America's leading marketing business school, complemented by experience teaching ROMI to executives at Microsoft, DuPont, Nisan, Philips, Sony and many other firms Uses data from a rigorous survey on strategic marketing performance management of 252 Fortune 1000 firms, capturing $53 billion of annual marketing spending In-depth examples of how to apply the principles in small and large organizations Free downloadable ROMI templates for all examples given in the book With every department under the microscope looking for results, those who properly use data to optimize their marketing are going to come out on top every time.

Building Machine Learning Systems with Python


Willi Richert - 2013
    

Future Shock


Alvin Toffler - 1970
    Examines the effects of rapid industrial and technological changes upon the individual, the family, and society.

Statistics Without Tears: An Introduction for Non-Mathematicians


Derek Rowntree - 1981
    With it you can prime yourself with the key concepts of statistics before getting involved in the associated calculations. Using words and diagrams instead of figures, formulae and equations, Derek Rowntree makes statistics accessible to those who are non-mathematicians. And just to get you into the spirit of things. Rowntree has included questions in his argument; answer them as you go and you will be able to tell how far you have mastered the subject.

The Second Curve: Thoughts on Reinventing Society


Charles B. Handy - 2015
    His books on management – including Understanding Organizations and Gods of Management – have changed the way we view business. His work on broader issues and trends – such as Beyond Certainty – has changed the way we view society. In The Second Curve, Handy builds on a life's work to glimpse into the future and see what challenges and opportunities lie ahead. He looks at current trends in capitalism and asks whether it is a sustainable system. He explores the dangers of a society built on credit. He challenges the myth that remorseless growth is essential. He even asks whether we should rethink our roles in life – as students, parents, workers and voters – and what the aims of an ideal society of the future should be. Provocative and thoughtful as ever, he sets out the questions we all need to ask ourselves – and points us in the direction of some of the answers.

Bookkeeping For Dummies


Lita Epstein - 2005
    People both inside and outside the business all depend on a bookkeeper's accurate recordings. Bookkeeping For Dummies provides the easy and painless way to master this crucial art. You'll be able to manage your own finances to save money and grow your business. This straightforward, no-nonsense guide shows you the basics of bookkeeping--from recording transactions to producing balance sheets and year-end reports. Discover how to:Outline your financial road map with a chart of accounts Keep journals of cash transactions Set up your computerized books Control your books, your records, and your money Buy and track your purchases Record sales returns and allowances Determine your employee [is "employee" necessary here?] staff's net pay Maintain employee records Prepare your books for year's end Report results and start over Produce an income statement Complete year-end payroll and reports This guide features tips and tricks for managing your business cash with your books and also profiles important accounts for any bookkeeper. There's no question that bookkeepers must be detail-oriented, meticulous, and accurate. Bookkeeping For Dummies shows you how to keep track of your business's financial well-being and ensure future success!

Smart Cities: Big Data, Civic Hackers, and the Quest for a New Utopia


Anthony M. Townsend - 2013
    A century ago, the telegraph and the mechanical tabulator were used to tame cities of millions. Today, cellular networks and cloud computing tie together the complex choreography of mega-regions of tens of millions of people.In response, cities worldwide are deploying technology to address both the timeless challenges of government and the mounting problems posed by human settlements of previously unimaginable size and complexity. In Chicago, GPS sensors on snow plows feed a real-time "plow tracker" map that everyone can access. In Zaragoza, Spain, a "citizen card" can get you on the free city-wide Wi-Fi network, unlock a bike share, check a book out of the library, and pay for your bus ride home. In New York, a guerrilla group of citizen-scientists installed sensors in local sewers to alert you when stormwater runoff overwhelms the system, dumping waste into local waterways.As technology barons, entrepreneurs, mayors, and an emerging vanguard of civic hackers are trying to shape this new frontier, Smart Cities considers the motivations, aspirations, and shortcomings of them all while offering a new civics to guide our efforts as we build the future together, one click at a time.