Now that machine learning is thriving, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn how to use a range of techniques, starting with simple Linear Regression and progressing to Deep Neural Networks. If you have some programming experience and you’re ready to code a machine learning project, this guide is for you.This hands-on book shows you how to use:Scikit-Learn, an accessible framework that implements many algorithms efficiently and serves as a great machine learning entry pointTensorFlow, a more complex library for distributed numerical computation, ideal for training and running very large neural networksPractical code examples that you can apply without learning excessive machine learning theory or algorithm details

    But it's not just users that are flocking to the site, marketers love it too. With more features and marketing capabilities than ever, Instagram is a channel that smart marketers can't afford to avoid.Filled with proven strategies from leading Instagram experts this updated edition of Instagram Power walks you through the steps of setting up your account, actionable monetization methods you can use, and how to integrate the social media platform into your complete marketing approach. With 15 new chapter subsections and revisions throughout, the book shows you how to leverage all the new features, including Insights, IGTV, Shop-able Posts, Stories, and Instagram Ads. You'll discover how to: -Leverage Instagram to build and strengthen your business or personal brand-Design an effective marketing plan for the platform-Sell directly on Instagram with Shop-able posts-Avoid common pitfalls, and much more If you're serious about marketing, you need to tap into the power of the world's most popular photo-sharing platform. This guide offers a road map to achieving Instagram marketing success.

    A revised and updated edition of a humorous primer on the English language, expanded for an American audience, contains entries on correct and questionable usage, a glossary, and a pronunciation guide.

    But it's not cool to talk like a geek. Even a Geek Can Speak shows anyone how to express complex ideas in ways that are simple, that connect with listeners, and that persuade. Focusing Your Message: One internet security executive won over non-technical business owners by focusing on the importance of internet security to the business world. Result: Listeners said - I'm buying that stock.Keeping it Simple: A software consultant steered clear of the technical details when pitching to a CEO and focused on three key points: saving money, security and competitiveness. Result: He won the business.Telling Stories: A telecommunications saleswoman spoke to a users' group and illustrated her points with stories, rather than dwelling too much in detail. Result: A jump in new orders.Not Looking Like a Geek: An internet executive learned to connect with his audience merely by energizing his voice. Result: He received praise unlike any he'd received before.

    You've heard the term, even if you don't use the tools. But just how big has social media become? Social media has officially surpassed pornography as the top activity on the Internet. People would rather give up their e-mail than their social network. It is so powerful that it is causing a macro shift in the way we live and conduct business. Socialnomics charts this shift from the forefront.Brands can now be strengthened or destroyed by the use of social media. Online networking sites are being used as giant, free focus groups. Advertising is less effective at influencing consumers than the opinions of their peers. If you aren't using social media in your business strategy, you are already behind your competition.Explores how the concept of "Socialnomics" is changing the way businesses produce, market, and sell, eliminating inefficient marketing and middlemen, and making products easier and cheaper for consumers to obtain Learn how successful businesses are connecting with consumers like never before via Twitter, Facebook, YouTube, and other social media sites A must-read for anyone wanting to learn about, and harness the power of social media, rather than be squashed by it Author Erik Qualman is a former online marketer for several Top 100 brands and the current Global Vice President of Online Marketing for the world's largest private education firm Socialnomics is an essential book for anyone who wants to understand the implications of social media, and how businesses can tap the power of social media to increase their sales, cut their marketing costs, and reach consumers directly.

    Wade have on violent crime? Freakonomics will literally redefine the way we view the modern world.These may not sound like typical questions for an economist to ask. But Steven D. Levitt is not a typical economist. He is a much heralded scholar who studies the stuff and riddles of everyday life -- from cheating and crime to sports and child rearing -- and whose conclusions regularly turn the conventional wisdom on its head. He usually begins with a mountain of data and a simple, unasked question. Some of these questions concern life-and-death issues; others have an admittedly freakish quality. Thus the new field of study contained in this book: freakonomics.Through forceful storytelling and wry insight, Levitt and co-author Stephen J. Dubner show that economics is, at root, the study of incentives -- how people get what they want, or need, especially when other people want or need the same thing. In Freakonomics, they set out to explore the hidden side of ... well, everything. The inner workings of a crack gang. The truth about real-estate agents. The myths of campaign finance. The telltale marks of a cheating schoolteacher. The secrets of the Ku Klux Klan.What unites all these stories is a belief that the modern world, despite a surfeit of obfuscation, complication, and downright deceit, is not impenetrable, is not unknowable, and -- if the right questions are asked -- is even more intriguing than we think. All it takes is a new way of looking. Steven Levitt, through devilishly clever and clear-eyed thinking, shows how to see through all the clutter.Freakonomics establishes this unconventional premise: If morality represents how we would like the world to work, then economics represents how it actually does work. It is true that readers of this book will be armed with enough riddles and stories to last a thousand cocktail parties. But Freakonomics can provide more than that. It will literally redefine the way we view the modern world.(front flap)

    We depend more than we realize on wishful thinking and romanticized ideas of history. In the new paperback edition of this fascinating book, a book that has appeared on MSNBC, CNBC, Slashdot.org, Lifehacker.com and in The New York Times, bestselling author Scott Berkun pulls the best lessons from the history of innovation, including the recent software and web age, to reveal powerful and suprising truths about how ideas become successful innovations -- truths people can easily apply to the challenges of today. Through his entertaining and insightful explanations of the inherent patterns in how Einstein’s discovered E=mc2 or Tim Berner Lee’s developed the idea of the world wide web, you will see how to develop existing knowledge into new innovations.Each entertaining chapter centers on breaking apart a powerful myth, popular in the business world despite it's lack of substance. Through Berkun's extensive research into the truth about innovations in technology, business and science, you’ll learn lessons from the expensive failures and dramatic successes of innovations past, and understand how innovators achieved what they did -- and what you need to do to be an innovator yourself. You'll discover:Why problems are more important than solutionsHow the good innovation is the enemy of the greatWhy children are more creative than your co-workersWhy epiphanies and breakthroughs always take timeHow all stories of innovations are distorted by the history effectHow to overcome people’s resistance to new ideasWhy the best idea doesn’t often winThe paperback edition includes four new chapters, focused on appling the lessons from the original book, and helping you develop your skills in creative thinking, pitching ideas, and staying motivated."For centuries before Google, MIT, and IDEO, modern hotbeds of innovation, we struggled to explain any kind of creation, from the universe itself to the multitudes of ideas around us. While we can make atomic bombs, and dry-clean silk ties, we still don’t have satisfying answers for simple questions like: Where do songs come from? Are there an infinite variety of possible kinds of cheese? How did Shakespeare and Stephen King invent so much, while we’re satisfied watching sitcom reruns? Our popular answers have been unconvincing, enabling misleading, fantasy-laden myths to grow strong." -- Scott Berkun, from the text"Berkun sets us free to change the world." -- Guy Kawasaki, author of Art of the StartScott was a manager at Microsoft from 1994-2003, on projects including v1-5 (not 6) of Internet Explorer. He is the author of three bestselling books, Making Things Happen, The Myths of Innovation and Confessions of a Public Speaker. He works full time as a writer and speaker, and his work has appeared in The New York Times, Forbes magazine, The Economist, The Washington Post, Wired magazine, National Public Radio and other media. He regularly contributes to Harvard Business Review and Bloomberg Businessweek, has taught creative thinking at the University of Washington, and has appeared as an innovation and management expert on MSNBC and on CNBC. He writes frequently on innovation and creative thinking at his blog: scottberkun.com and tweets at @berkun.

    Some years before that, in 1977, Eco published a little book for his students, "How to Write a Thesis," in which he offered useful advice on all the steps involved in researching and writing a thesis -- from choosing a topic to organizing a work schedule to writing the final draft. Now in its twenty-third edition in Italy and translated into seventeen languages, "How to Write a Thesis "has become a classic. Remarkably, this is its first, long overdue publication in English.Eco's approach is anything but dry and academic. He not only offers practical advice but also considers larger questions about the value of the thesis-writing exercise. "How to Write a Thesis" is unlike any other writing manual. It reads like a novel. It is opinionated. It is frequently irreverent, sometimes polemical, and often hilarious. Eco advises students how to avoid "thesis neurosis" and he answers the important question "Must You Read Books?" He reminds students "You are not Proust" and "Write everything that comes into your head, but only in the first draft." Of course, there was no Internet in 1977, but Eco's index card research system offers important lessons about critical thinking and information curating for students of today who may be burdened by Big Data."How to Write a Thesis" belongs on the bookshelves of students, teachers, writers, and Eco fans everywhere. Already a classic, it would fit nicely between two other classics: "Strunk and White" and "The Name of the Rose."This MIT Press edition will be available in three different cover colors.ContentsThe Definition and Purpose of a ThesisChoosing the TopicConducting ResearchThe Work Plan and the Index CardsWriting the ThesisThe Final Draft

    Today, twenty million people worldwide are surfing the Net. Where Wizards Stay Up Late is the exciting story of the pioneers responsible for creating the most talked about, most influential, and most far-reaching communications breakthrough since the invention of the telephone. In the 1960's, when computers where regarded as mere giant calculators, J.C.R. Licklider at MIT saw them as the ultimate communications devices. With Defense Department funds, he and a band of visionary computer whizzes began work on a nationwide, interlocking network of computers. Taking readers behind the scenes, Where Wizards Stay Up Late captures the hard work, genius, and happy accidents of their daring, stunningly successful venture.

    Mitnick claims that this socialengineering tactic was the single-most effective method in hisarsenal. This indispensable book examines a variety of maneuversthat are aimed at deceiving unsuspecting victims, while it alsoaddresses ways to prevent social engineering threats.Examines social engineering, the science of influencing atarget to perform a desired task or divulge informationArms you with invaluable information about the many methods oftrickery that hackers use in order to gather information with theintent of executing identity theft, fraud, or gaining computersystem accessReveals vital steps for preventing social engineeringthreatsSocial Engineering: The Art of Human Hacking does itspart to prepare you against nefarious hackers--now you can doyour part by putting to good use the critical information withinits pages.

    But what is it physically? And where is it really? Our mental map of the network is as blank as the map of the ocean that Columbus carried on his first Atlantic voyage. The Internet, its material nuts and bolts, is an unexplored territory. Until now.In Tubes, journalist Andrew Blum goes inside the Internet's physical infrastructure and flips on the lights, revealing an utterly fresh look at the online world we think we know. It is a shockingly tactile realm of unmarked compounds, populated by a special caste of engineer who pieces together our networks by hand; where glass fibers pulse with light and creaky telegraph buildings, tortuously rewired, become communication hubs once again. From the room in Los Angeles where the Internet first flickered to life to the caverns beneath Manhattan where new fiber-optic cable is buried; from the coast of Portugal, where a ten-thousand-mile undersea cable just two thumbs wide connects Europe and Africa, to the wilds of the Pacific Northwest, where Google, Microsoft, and Facebook have built monumental data centers—Blum chronicles the dramatic story of the Internet's development, explains how it all works, and takes the first-ever in-depth look inside its hidden monuments.This is a book about real places on the map: their sounds and smells, their storied pasts, their physical details, and the people who live there. For all the talk of the "placelessness" of our digital age, the Internet is as fixed in real, physical spaces as the railroad or telephone. You can map it and touch it, and you can visit it. Is the Internet in fact "a series of tubes" as Ted Stevens, the late senator from Alaska, once famously described it? How can we know the Internet's possibilities if we don't know its parts?Like Tracy Kidder's classic The Soul of a New Machine or Tom Vanderbilt's recent bestseller Traffic, Tubes combines on-the-ground reporting and lucid explanation into an engaging, mind-bending narrative to help us understand the physical world that underlies our digital lives.

    It:Incorporates the "Business Model Canvas" as the organizing principle for startup hypothesesProvides separate paths and advice for web/mobile products versus physical productsOffers a wealth of detailed instruction on how to get, keep, and grow customers recognizing the different techniques for web and physical channelsAnd teaches a "new math" for startups: "metrics that matter for fueling growth"The Startup Owner's Manual is a step-by-step, near-encyclopedic reference manual or "how to" for building a successful, scalable startup. Want to know what to do the first, week, month or year?What's the right distribution channel for your product?How to get traffic to your web site? …and how to activate customers or users on arrival?Who are the right "first customers," and why? …plus many more great tips in nearly 500 pages, complete with index, glossary, and Customer Development ChecklistsIt's the indispensible reference guide for any startup founder, entrepreneur, investor or educator.

    Advertisers are then taken further than Facebook itself, as Marshall and co-authors provide priceless audience insight, exploring what was happening before visitors click on ads and what needs to happen after--10 seconds later, 10 minutes later and in the following days, and weeks. Updates specific to this edition include: The introduction of ad space in Newsfeeds, Facebook Live, Branded Content and how to profit from it The launch of Facebook's Marketplace where businesses can sell direct to their community The integration of Instagram ads as part of the Facebook platform Tapping into Audience Network to maximize campaigns and increase conversions on all website traffic High-profile case studies from the Golden State Warriors, Jack Daniels, Rosetta Stone, and examples from President Obama's social media campaign for re-election

     Many authors are frustrated because there are so many options for self-publishing, and they don't know which one to choose or what will be best for their book. Others spend thousands of dollars to publish and end up broken-hearted with the result. But it doesn't have to be this way. I've spent the last seven years self-publishing bestselling fiction and non-fiction books and in 2011, I left my day job to become a full-time author entrepreneur. I've made lots of mistakes along the way, but through the process of self-publishing 17 books, I've learned the most effective way to publish and market your books. In this book, I'll share everything with you. The book includes: - What you need to know before you self-publish - Why self-publishing an ebook is a good idea - How to format an ebook - Exclusivity and going direct - How to self-publish an ebook - Why self-publish a print book - Print-on-demand will change your life - What you need to know before you print - How to self-publish a print book - What to do if you want help with the publishing process - After self-publishing - How much does it cost to self-publish? - How do you get paid when you self-publish? - Book marketing principles - How to market fiction - How to market non-fiction Plus, links to more useful resources. If you're ready to successfully self-publish, then download a sample or buy now. You can also get your free Author 2.0 Blueprint and mini-course at TheCreativePenn.com/blueprint (just copy and paste into your browser)

    Written by an internationally-acclaimed specialist in this field, Killer Web Content gives you the strategies and practical techniques you need to get the very best out of your Web content. Accessible, concise and practical, it will make your website really work for you.This book helps readers to: - provide visitors to their website with the right content at just the right time - write compelling Web content that users really respond to and want more of - make sure their website has the best possible chance of getting into the first page of search results - understand the benefits of blogs, RSS, and e-mail newslettersWeb content is an increasingly important asset. It helps sellproducts and deliver services. From travel companies to softwarecompanies, from universities to governments, it's something that has tobe got right.