This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python.You'll work with a case study throughout the book to help you learn the entire data analysis process—from collecting data and generating statistics to identifying patterns and testing hypotheses. Along the way, you'll become familiar with distributions, the rules of probability, visualization, and many other tools and concepts.Develop your understanding of probability and statistics by writing and testing codeRun experiments to test statistical behavior, such as generating samples from several distributionsUse simulations to understand concepts that are hard to grasp mathematicallyLearn topics not usually covered in an introductory course, such as Bayesian estimationImport data from almost any source using Python, rather than be limited to data that has been cleaned and formatted for statistics toolsUse statistical inference to answer questions about real-world data

    Conventional wisdom says most startups need to be in Silicon Valley, started by young engineers around a sexy new idea, and backed by VC funding. But as Mikkel Svane reveals in Startupland, the story of founding Zendesk was anything but conventional.Founded in a Copenhagen loft by three thirty-something friends looking to break free from corporate doldrums, Zendesk Inc. is now one of the hottest enterprise software companies, still rapidly growing with customers in 150 countries. But its success was anything but predestined. With revealing stories both funny and frank, Mikkel shares how he and his friends bravely left secure jobs to start something on their own, how he almost went broke several times, how they picked up themselves and their families to travel across the world to California and the unknown, and how the three friends were miraculously still together for Zendesk's IPO and (still growing) success.Much like Zendesk's mission itself--to remove friction, barriers, and mystery in order to make customer service easier and more approachable--Startupland removes some of the myths about startups and startup founders. Mikkel's advice, hard-won through experience, often bucks conventional wisdom and entrepreneurial tropes. He shares why failure (whether fast or slow) is awful, why a seemingly boring product or idea can be the most exciting, why giving back to the community is as important as the bottom line. From how to hire right (look for people who are not offended by swearing) to which personas generate the highest response rates, Mikkel answers the most pressing questions from the perspective of someone still in the trenches and willing to share the hard truth, warts and all.While there are books by consultants who tell you how to build businesses, or by entrepreneurs now running billion-dollar businesses, there are few books from people still in the trenches who acutely remember the difficult daily decisions, the thrill (and fears) of the early days, the problems that scale with growing a business, and the reason why they all went on the adventure in the first place. Startupland is indispensable reading for all entrepreneurs who want to make their ideas the next big thing. The book will inspire and empower you to follow your own dream and create your own story.

    System 1 is fast, intuitive, and emotional; System 2 is slower, more deliberative, and more logical. Kahneman exposes the extraordinary capabilities—and also the faults and biases—of fast thinking, and reveals the pervasive influence of intuitive impressions on our thoughts and behavior. The impact of loss aversion and overconfidence on corporate strategies, the difficulties of predicting what will make us happy in the future, the challenges of properly framing risks at work and at home, the profound effect of cognitive biases on everything from playing the stock market to planning the next vacation—each of these can be understood only by knowing how the two systems work together to shape our judgments and decisions.Engaging the reader in a lively conversation about how we think, Kahneman reveals where we can and cannot trust our intuitions and how we can tap into the benefits of slow thinking. He offers practical and enlightening insights into how choices are made in both our business and our personal lives—and how we can use different techniques to guard against the mental glitches that often get us into trouble. Thinking, Fast and Slow will transform the way you think about thinking.

    Reveals how to run an online business profitably in spite of the Internet's inherently free culture, disseminating the principles of a ''priceless economy'' in six categories that pertain to advertising, labor exchange, and advanced-version fees.

    If you're looking for a book like that, put this one back on the shelf.Rework shows you a better, faster, easier way to succeed in business. Read it and you'll know why plans are actually harmful, why you don't need outside investors, and why you're better off ignoring the competition. The truth is, you need less than you think. You don't need to be a workaholic. You don't need to staff up. You don't need to waste time on paperwork or meetings. You don't even need an office. Those are all just excuses.  What you really need to do is stop talking and start working. This book shows you the way. You'll learn how to be more productive, how to get exposure without breaking the bank, and tons more counterintuitive ideas that will inspire and provoke you.With its straightforward language and easy-is-better approach, Rework is the perfect playbook for anyone who’s ever dreamed of doing it on their own. Hardcore entrepreneurs, small-business owners, people stuck in day jobs they hate, victims of "downsizing," and artists who don’t want to starve anymore will all find valuable guidance in these pages.

    Business Model You uses the same powerful one-page tool to teach readers how to draw "personal business models," which reveal new ways their skills can be adapted to the changing needs of the marketplace to reveal new, more satisfying, career and life possibilities. Produced by the same team that created Business Model Generation, this book is based on the Business Model Canvas methodology, which has quickly emerged as the world's leading business model description and innovation technique.This book shows readers how to:Understand business model thinking and diagram their current personal business model Understand the value of their skills in the marketplace and define their purpose Articulate a vision for change Create a new personal business model harmonized with that vision, and most important, test and implement the new model When you implement the one-page tool from Business Model You, you create a game-changing business model for your life and career.

    Those cartoons eventually led to a popular blog-gapingvoid.com-and a reputation for pithy insight and humor, in both words and pictures.MacLeod has opinions on everything from marketing to the meaning of life, but one of his main subjects is creativity. How do new ideas emerge in a cynical, risk-averse world? Where does inspiration come from? What does it take to make a living as a creative person?Ignore Everybody expands on MacLeod's sharpest insights, wittiest cartoons, and most useful advice. For example:-Selling out is harder than it looks. Diluting your product to make it more commercial will just make people like it less.-If your plan depends on you suddenly being "discovered" by some big shot, your plan will probably fail. Nobody suddenly discovers anything. Things are made slowly and in pain.-Don't try to stand out from the crowd; avoid crowds altogether. There's no point trying to do the same thing as 250,000 other young hopefuls, waiting for a miracle. All existing business models are wrong. Find a new one.-The idea doesn't have to be big. It just has to be yours. The sovereignty you have over your work will inspire far more people than the actual content ever will.After learning MacLeod's forty keys to creativity, you will be ready to unlock your own brilliance and unleash it on the world.

    In the early days you can use equity to get the things you need to start your company including help, equipment, supplies, rent and even credit. Slicing Pie explains how to calculate the fair amount of equity to the right people. Learn the tricks of the trade including: - Calculating a theoretical value of your company- Assigning value to the various inputs to your business- What to do when a founder leaves your company- How to handle equity when you have to fire someone This unique guide answers the tough questions for budding entrepreneurs and helps make sure they get started on the right foot.

    What’s on your list? What’s holding you back from getting started? Are you worried about the time and effort it takes to acquire new skills—time you don’t have and effort you can’t spare? Research suggests it takes 10,000 hours to develop a new skill. In this nonstop world when will you ever find that much time and energy? To make matters worse, the early hours of prac­ticing something new are always the most frustrating. That’s why it’s difficult to learn how to speak a new language, play an instrument, hit a golf ball, or shoot great photos. It’s so much easier to watch TV or surf the web . . . In The First 20 Hours, Josh Kaufman offers a systematic approach to rapid skill acquisition— how to learn any new skill as quickly as possible. His method shows you how to deconstruct com­plex skills, maximize productive practice, and remove common learning barriers. By complet­ing just 20 hours of focused, deliberate practice you’ll go from knowing absolutely nothing to performing noticeably well. Kaufman personally field-tested the meth­ods in this book. You’ll have a front row seat as he develops a personal yoga practice, writes his own web-based computer programs, teaches himself to touch type on a nonstandard key­board, explores the oldest and most complex board game in history, picks up the ukulele, and learns how to windsurf. Here are a few of the sim­ple techniques he teaches:Define your target performance level: Fig­ure out what your desired level of skill looks like, what you’re trying to achieve, and what you’ll be able to do when you’re done. The more specific, the better.Deconstruct the skill: Most of the things we think of as skills are actually bundles of smaller subskills. If you break down the subcompo­nents, it’s easier to figure out which ones are most important and practice those first.Eliminate barriers to practice: Removing common distractions and unnecessary effort makes it much easier to sit down and focus on deliberate practice.Create fast feedback loops: Getting accu­rate, real-time information about how well you’re performing during practice makes it much easier to improve.Whether you want to paint a portrait, launch a start-up, fly an airplane, or juggle flaming chain­saws, The First 20 Hours will help you pick up the basics of any skill in record time . . . and have more fun along the way.

    At under 200 pages it's quick reading too. Makes a great airplane book.

    The only diploma that hangs in Warren Buffett’s office is his certificate from Dale Carnegie Training. Lee Iacocca credits Carnegie for giving him the courage to speak in public. Dilbert creator Scott Adams called Carnegie’s teachings “life-changing.” In today’s world, where more and more of our communication takes place across wires and screens, Carnegie’s lessons have not only lasted but become all the more critical. Though he never could have predicted technology’s trajectory, Carnegie proves a wise and helpful teacher in this digital landscape. To demonstrate the many ways his lessons remain relevant, Dale Carnegie & Associates, Inc., has reimagined his prescriptions and his advice for this difficult digital age. We may communicate today with different tools and with greater speed, but Carnegie’s advice on how to communicate, lead, and work efficiently remains priceless across the ages.

    Digital technologies—with hardware, software, and networks at their core—will in the near future diagnose diseases more accurately than doctors can, apply enormous data sets to transform retailing, and accomplish many tasks once considered uniquely human.In The Second Machine Age MIT’s Erik Brynjolfsson and Andrew McAfee—two thinkers at the forefront of their field—reveal the forces driving the reinvention of our lives and our economy. As the full impact of digital technologies is felt, we will realize immense bounty in the form of dazzling personal technology, advanced infrastructure, and near-boundless access to the cultural items that enrich our lives.Amid this bounty will also be wrenching change. Professions of all kinds—from lawyers to truck drivers—will be forever upended. Companies will be forced to transform or die. Recent economic indicators reflect this shift: fewer people are working, and wages are falling even as productivity and profits soar.Drawing on years of research and up-to-the-minute trends, Brynjolfsson and McAfee identify the best strategies for survival and offer a new path to prosperity. These include revamping education so that it prepares people for the next economy instead of the last one, designing new collaborations that pair brute processing power with human ingenuity, and embracing policies that make sense in a radically transformed landscape.A fundamentally optimistic book, The Second Machine Age alters how we think about issues of technological, societal, and economic progress.

    In "How to Start a Successful Blog in One Hour" you'll learn how to use WordPress to get a blog online in under an hour. Just follow this seven-step process and your brand new blog will contain: a theme, ten plugins and four tools for building an audience. The best part? The entire process will only take 60 minutes to complete.

    The best-seller that helps you say: "I just said 'no' and I don't feel guilty!" Are you letting your kids get away with murder? Are you allowing your mother-in-law to impose her will on you? Are you embarrassed by praise or crushed by criticism? Are you having trouble coping with people? Learn the answers in "When I Say No, I Feel Guilty," the best-seller with revolutionary new techniques for getting your own way.

    Redesigning your home page won't help. Investing in a new content management system won't fix it, either. So, where do you start? Without meaningful content, your website isn't worth much to your key audiences. But creating (and caring for) "meaningful" content is far more complicated than we're often willing to acknowledge. Content Strategy for the Web explains how to create and deliver useful, usable content for your online audiences, when and where they need it most. It also shares content best practices so you can get your next website redesign right, on time and on budget. For the first time, you'll: See content strategy (and its business value) explained in plain languageFind out why so many web projects implode in the content development phase ... and how to avoid the associated, unnecessary costs and delaysLearn how to audit and analyze your contentMake smarter, achievable decisions about which content to create and howFind out how to maintain consistent, accurate, compelling content over timeGet solid, practical advice on staffing for content-related roles and responsibilities "