From the first lesson to the last, each chapter introduces games of increasing complexity and then teaches the game theoretical tools necessary to solve them. Inside, you will find: All the basics fully explained, including pure strategy Nash equilibrium, mixed strategy Nash equilibrium, the mixed strategy algorithm, how to calculate payoffs, strict dominance, weak dominance, iterated elimination of strictly dominated strategies, iterated elimination of weakly dominated strategies, and more! Dozens of games solved, including the prisoner's dilemma, stag hunt, matching pennies, zero sum games, battle of the sexes/Bach or Stravinsky, chicken/snowdrift, pure coordination, deadlock, and safety in numbers! Crystal clear, line-by-line calculations of every step, with more than 200 images so you don't miss a thing! Tons of applications: war, trade, game shows, and duopolistic competition. Quick, efficient, and to the point, Game Theory 101: The Basics is perfect for introductory game theory, intermediate microeconomics, and political science.

    While the work entails elements of software development, marketing, and advertising, it's neither purely technical nor traditional "agency" work. Because the industry is relatively new, the gap in understanding between the clients buying the work and the teams building it is often wide, and the methods of delivery vary.Enter the Geek Girls Guide. Nancy Lyons and Meghan Wilker don't just tell you how to deliver digital work, they demonstrate how to think about it. Interactive Project Management helps clients, agencies, and industry professionals better understand the critical role of the interactive project manager, and presents a collaborative, people-focused approach to delivering high-quality digital work. This concise volume helps build understanding across all stakeholders in interactive work, and most importantly, it won't put you to sleep.

     Building a Foundation for Success While some guides promise to get you started with a blog in under an hour - or even 5 minutes - the reality is quite different. Like with anything new there is a small learning curve and the occasional frustration. Sure, you can rush through it and quickly set something up - without any design or features. But that’s probably not a good success strategy. This book is not about starting a “quickie” blog, but about building a solid foundation for long term success. This includes advice from some of the most successful bloggers in the world, like the guys behind ProBlogger, CopyBlogger, Moz and BoostBlogTraffic who have generated a combined income of more than 50 Million Dollars through their blogs. A well-thought-out Strategy will get you there a lot faster Starting a successful blog is not just about learning the technical aspects. That is only the beginning - and even there your choices can make or break you, right from the start. We will cover the different aspects you need to consider for each of the 7 Steps described in this book, including choosing a marketable domain name, a good hosting company, mailing list services - and monetizing strategies. You will find that - with a few pointers - starting a successful blog is - by far - not as complicated as you might think. Though it will take more than just an hour…;-) Thanks to an amazing software called WordPress, it has become very easy to start and manage a blog without paying expensive designers or learning complex “code”. If you are comfy with MS Word, this will be a breeze… More importantly, it will soon become fun to design your own site and update it yourself. You might even help others to start their blog…. This book follows a proven 7-Step formula with numerous screenshots to illustrate each step. It will give you the tools to get started with your new blog in easy-to-understand language and provide you with a massive resource chapter for further training. Here is what you will learn: Step #1: Web Software - What is WordPress and why do most successful bloggers use it? Step #2: Hosting - Finding a good home base for your blog Step #3: Creating your Brand - Choosing and registering your domain name Step #4: WordPress Set up: - A f

    Professor Lofti Zadeh masterminded "fuzzy logic"--a way of programming computers to "make decisions" bases on imprecise data and complex situations. In "Fuzzy Logic," Daniel McNeill and Paul Freiberger relate the compelling tale of this remarkable new technology, the genius who brought it to life, and how it will soon affect the lives of every one of us.

    The blades start moving in 60 seconds. What do you do? If you want to work at Google, or any of America's best companies, you need to have an answer to this and other puzzling questions. Are You Smart Enough to Work at Google? guides readers through the surprising solutions to dozens of the most challenging interview questions. The book covers the importance of creative thinking, ways to get a leg up on the competition, what your Facebook page says about you, and much more. Are You Smart Enough to Work at Google? is a must-read for anyone who wants to succeed in today's job market.

    To its adherents, it is an elegant statement about learning from experience. To its opponents, it is subjectivity run amok.In the first-ever account of Bayes' rule for general readers, Sharon Bertsch McGrayne explores this controversial theorem and the human obsessions surrounding it. She traces its discovery by an amateur mathematician in the 1740s through its development into roughly its modern form by French scientist Pierre Simon Laplace. She reveals why respected statisticians rendered it professionally taboo for 150 years—at the same time that practitioners relied on it to solve crises involving great uncertainty and scanty information (Alan Turing's role in breaking Germany's Enigma code during World War II), and explains how the advent of off-the-shelf computer technology in the 1980s proved to be a game-changer. Today, Bayes' rule is used everywhere from DNA de-coding to Homeland Security.Drawing on primary source material and interviews with statisticians and other scientists, The Theory That Would Not Die is the riveting account of how a seemingly simple theorem ignited one of the greatest controversies of all time.

    With this practical book, you'll explore text-mining techniques with tidytext, a package that authors Julia Silge and David Robinson developed using the tidy principles behind R packages like ggraph and dplyr. You'll learn how tidytext and other tidy tools in R can make text analysis easier and more effective.The authors demonstrate how treating text as data frames enables you to manipulate, summarize, and visualize characteristics of text. You'll also learn how to integrate natural language processing (NLP) into effective workflows. Practical code examples and data explorations will help you generate real insights from literature, news, and social media.Learn how to apply the tidy text format to NLPUse sentiment analysis to mine the emotional content of textIdentify a document's most important terms with frequency measurementsExplore relationships and connections between words with the ggraph and widyr packagesConvert back and forth between R's tidy and non-tidy text formatsUse topic modeling to classify document collections into natural groupsExamine case studies that compare Twitter archives, dig into NASA metadata, and analyze thousands of Usenet messages

    Underlining the importance of critical thinking in all matters numerical, Best illustrates his points with examples of good and bad statistics about such contemporary concerns as school shootings, fatal hospital errors, bullying, teen suicides, deaths at the World Trade Center, college ratings, the risks of divorce, racial profiling, and fatalities caused by falling coconuts."More Damned Lies and Statistics" encourages all of us to think in a more sophisticated and skeptical manner about how statistics are used to promote causes, create fear, and advance particular points of view.

     According to MSNBC, having a child makes you stupid. You actually lose IQ points. Good Morning America has announced that natural blondes will be extinct within two hundred years. Pundits estimated that there were more than a million demonstrators at a tea party rally in Washington, D.C., even though roughly sixty thousand were there. Numbers have peculiar powers-they can disarm skeptics, befuddle journalists, and hoodwink the public into believing almost anything. "Proofiness," as Charles Seife explains in this eye-opening book, is the art of using pure mathematics for impure ends, and he reminds readers that bad mathematics has a dark side. It is used to bring down beloved government officials and to appoint undeserving ones (both Democratic and Republican), to convict the innocent and acquit the guilty, to ruin our economy, and to fix the outcomes of future elections. This penetrating look at the intersection of math and society will appeal to readers of Freakonomics and the books of Malcolm Gladwell.

    “The result is a veritable pi

    However, the very features that define the beauty of the medium can make it difficult to master. This complete guide to understanding the relationships between color, value, wetness, and composition unravels the mysteries of watercolor to help your practice evolve.  Experienced teacher and acclaimed artist Tom Hoffmann offers a unique, inquiry-based approach that shows you how to translate any subject into the language of watercolor. With Hoffmann as your guide, you’ll learn the key questions to ask yourself at every turn and time-tested methods to help you reach solutions.  Hoffmann’s thorough explanations and step-by-step demonstrations delineate the process of composing a painting in watercolor, while art from more than thirty-five past and present masters, including John Singer Sargent, Ogden Pleissner, George Post, Emil Kosa, Jr., Mary Whyte, Trevor Chamberlain, Lars Lerin, Torgeir Schjølberg, Piet Lap, Leslie Frontz, and Alvaro Castagnet serve to illustrate and inspire. Whether you’re a serious beginner or a seasoned practitioner, this book will guide you toward the all-important balance between restraint and risk-taking that every watercolorist seeks.

    Each has the potential to inspire the other to be its very best! Your home is where your life happens. Learn how to create a sanctuary that inspires your well-being, so you can experience a greater sense of peace, comfort, and belonging.Your body, including your mind and soul, needs daily nourishment to help you feel healthy and happy. You’ll discover simple ways to make self-care a priority in your home. Melissa Michaels wants to show you how meaningful it can be to live a life that nurtures both your home and body. By making a series of small, intentional choices—from what you bring into your home to how you shape your daily habits and mind-sets—you can create a more rejuvenating environment that equips you to go into the world and accomplish all you set out to do.Dwelling will help youlearn to better care for your home environment so it takes care of youmake decisions that simplify your lifecreate more peace in your dayinvest in relationships that make you feel positive, challenged, and supportedlean into faith for strength and renewalWhen you discover the connection between your home and body and the action steps you can take to improve both, you’ll be on your way to a more balanced and happy life!

    Human beings have long been both fascinated and appalled by randomness. On the one hand, we love the thrill of a surprise party, the unpredictability of a budding romance, or the freedom of not knowing what tomorrow will bring. We are inexplicably delighted by strange coincidences and striking similarities. But we also hate uncertainty's dark side. From cancer to SARS, diseases strike with no apparent pattern. Terrorists attack, airplanes crash, bridges collapse, and we never know if we'll be that one in a million statistic. We are all constantly faced with situations and choices that involve randomness and uncertainty. A basic understanding of the rules of probability theory, applied to real-life circumstances, can help us to make sense of these situations, to avoid unnecessary fear, to seize the opportunities that randomness presents to us, and to actually enjoy the uncertainties we face. The reality is that when it comes to randomness, you can run, but you can't hide. So many aspects of our lives are governed by events that are simply not in our control. In this entertaining yet sophisticated look at the world of probabilities, author Jeffrey Rosenthal--an improbably talented math professor--explains the mechanics of randomness and teaches us how to develop an informed perspective on probability.

    From Mary, Queen of Scots, trapped by her own code, to the Navajo Code Talkers who helped the Allies win World War II, to the incredible (and incredibly simple) logisitical breakthrough that made Internet commerce secure, The Code Book tells the story of the most powerful intellectual weapon ever known: secrecy.Throughout the text are clear technical and mathematical explanations, and portraits of the remarkable personalities who wrote and broke the world’s most difficult codes. Accessible, compelling, and remarkably far-reaching, this book will forever alter your view of history and what drives it. It will also make you wonder how private that e-mail you just sent really is.

    His breaking of the German U-boat Enigma cipher in World War II ensured Allied-American control of the Atlantic. But Turing's vision went far beyond the desperate wartime struggle. Already in the 1930s he had defined the concept of the universal machine, which underpins the computer revolution. In 1945 he was a pioneer of electronic computer design. But Turing's true goal was the scientific understanding of the mind, brought out in the drama and wit of the famous "Turing test" for machine intelligence and in his prophecy for the twenty-first century.Drawn in to the cockpit of world events and the forefront of technological innovation, Alan Turing was also an innocent and unpretentious gay man trying to live in a society that criminalized him. In 1952 he revealed his homosexuality and was forced to participate in a humiliating treatment program, and was ever after regarded as a security risk. His suicide in 1954 remains one of the many enigmas in an astonishing life story.