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

    Also includes new information on black and white photography techniques.

    It often seems to require some know-how our parents didn't pass on, or a special tool. Happily, Kaufmann Mercantile has both, and in this comprehensive field guide, they share their expertise on a huge range of topics, from frying an egg, tying a tie, or brewing coffee to things the inner utilitarian in all of us aspires to do, like splitting wood, building a fire, growing our own food, or making our own soap. Fifty how-tos are organized into five sections: Kitchen, Outdoors, Home, Garden, and Grooming. Written in clear detail and extensively illustrated, The Kaufmann Mercantile Guide teaches us what we ought to know how to do, as well as what we'd like to. Supplemental sidebars feature the best tool for the job, whether a dibber for planting, the best rawhideand- ash snowshoes, or flammable smoking bags for making authentic BBQ. This book is a must-have reference tool for living well in the twenty-first century.

    . . . A masterpiece.” —Margaret Atwood“No one who is invested in any kind of art . . . can read The Gift and remain unchanged.” —David Foster WallaceBy now a modern classic, The Gift is a brilliantly orchestrated defense of the value of creativity and of its importance in a culture increasingly governed by money and overrun with commodities. This book is even more necessary today than when it first appeared.An illuminating and transformative book, and completely original in its view of the world, The Gift is cherished by artists, writers, musicians, and thinkers. It is in itself a gift to all who discover the classic wisdom found in its pages.

    Now, in his first book, written more than two decades after the web was created, Lanier offers this provocative and cautionary look at the way it is transforming our lives for better and for worse.The current design and function of the web have become so familiar that it is easy to forget that they grew out of programming decisions made decades ago. The web’s first designers made crucial choices (such as making one’s presence anonymous) that have had enormous—and often unintended—consequences. What’s more, these designs quickly became “locked in,” a permanent part of the web’s very structure. Lanier discusses the technical and cultural problems that can grow out of poorly considered digital design and warns that our financial markets and sites like Wikipedia, Facebook, and Twitter are elevating the “wisdom” of mobs and computer algorithms over the intelligence and judgment of individuals. Lanier also shows:How 1960s antigovernment paranoia influenced the design of the online world and enabled trolling and trivialization in online discourseHow file sharing is killing the artistic middle class;How a belief in a technological “rapture” motivates some of the most influential technologistsWhy a new humanistic technology is necessary. Controversial and fascinating, You Are Not a Gadget is a deeply felt defense of the individual from an author uniquely qualified to comment on the way technology interacts with our culture.

    Most of the Allied POWs were flyers, with all the technical, tactical and planning skills that profession requires. Such men are independent thinkers, craving open air and wide-open spaces, which meant than an obsession with escape was almost inevitable'_ - John D GreshamBetween dusk and dawn on the night of March 24th-25th 1944, a small army of Allied soldiers crawled through tunnels in Germany in a covert operation the likes of which the Third Reich had never seen before.The prison break from Stalag Luft III in eastern Germany was the largest of its kind in World War II. Seventy nine Allied soldiers and airmen made it outside the wire - but only three made it outside Nazi Germany. Fifty were executed by the Gestapo.Jonathan Vance tells the incredible story that was made famous by the 1963 film, _The Great Escape._ The escape is a classic tale of prisoner and their wardens in a battle of wits and wills.The brilliantly conceived escape plan is overshadowed only by the colorful, daring (and sometimes very funny) crew who executed it - literally under the noses of German guards.From their first days in Stalag Luft III and the forming of bonds key to such exploits, to the tunnel building, amazing escape and eventual capture, Vance's history is a vivid, compelling look at one of the greatest 'exfiltration' missions of all time.

    From dramatic, high-risk spacewalks to author Scott Parazynski’s death-defying quest to summit Mount Everest—his body ravaged by a career in space—readers will experience the life of an elite athlete, physician, and explorer.This intimate, compelling account offers a rare portrait of space exploration from the inside. A global nomad raised in the shadow of NASA’s Apollo missions, Parazynski never lost sight of his childhood dream to one day don a spacesuit and float outside the airlock. With deep passion, unbridled creativity, resilience, humility, and self-deprecation, Parazynski chases his dream of the ultimate adventure experience, again and again and again. In an era that transitioned from moon shots to the Space Shuttle, space station, and Mars research, Parazynski flies with John Glenn, tests jet packs, trains in Russia to become a cosmonaut, and flies five missions to outer space (including seven spacewalks) in his seventeen-year NASA career.An unparalleled, visceral opportunity to understand what it’s like to train for—and deploy to—a home in zero gravity, The Sky Below also portrays an astronaut’s engagement with the challenges of his life on Earth, including raising a beautiful autistic daughter and finding true love.

    Band re-formations and reunion tours, expanded reissues of classic albums and outtake-crammed box sets, remakes and sequels, tribute albums and mash-ups . . . But what happens when we run out of past? Are we heading toward a sort of culturalecological catastrophe where the archival stream of pop history has been exhausted?Simon Reynolds, one of the finest music writers of his generation, argues that we have indeed reached a tipping point, and that although earlier eras had their own obsessions with antiquity—the Renaissance with its admiration for Roman and Greek classicism, the Gothic movement's invocations of medievalism—never has there been a society so obsessed with the cultural artifacts of its own immediate past. Retromania is the first book to examine the retro industry and ask the question: Is this retromania a death knell for any originality and distinctiveness of our own?

    Rather, this is a drop in the ocean, a paddle in the shallow end of sex history, but I hope you will get pleasantly wet nonetheless.The act of sex has not changed since people first worked out what went where, but the ways in which society dictates how sex is culturally understood and performed have varied significantly through the ages. Humans are the only creatures that stigmatise particular sexual practices, and sex remains a deeply divisive issue around the world. Attitudes will change and grow – hopefully for the better – but sex will never be free of stigma or shame unless we acknowledge where it has come from.

    The problem is that all of those lines of JavaScript code can slow down your apps. This book reveals techniques and strategies to help you eliminate performance bottlenecks during development. You'll learn how to improve execution time, downloading, interaction with the DOM, page life cycle, and more. Yahoo! frontend engineer Nicholas C. Zakas and five other JavaScript experts -- Ross Harmes, Julien Lecomte, Steven Levithan, Stoyan Stefanov, and Matt Sweeney -- demonstrate optimal ways to load code onto a page, and offer programming tips to help your JavaScript run as efficiently and quickly as possible. You'll learn the best practices to build and deploy your files to a production environment, and tools that can help you find problems once your site goes live. Identify problem code and use faster alternatives to accomplish the same task Improve scripts by learning how JavaScript stores and accesses data Implement JavaScript code so that it doesn't slow down interaction with the DOM Use optimization techniques to improve runtime performance Learn ways to ensure the UI is responsive at all times Achieve faster client-server communication Use a build system to minify files, and HTTP compression to deliver them to the browser

    Everywhere you turn, publications seem to follow different rules on everything from possessive apostrophes to hyphens to serial commas. Then there are all the gray areas of punctuation--situations the rule books gloss over or never mention at all. At last, help has arrived.This all-in-one reference from grammar columnist June Casagrande covers the basic rules of punctuation plus the finer points not addressed anywhere else, offering clear answers to perplexing questions about semicolons, quotation marks, periods, apostrophes, and more. Better yet, this is the only guide that uses handy icons to show how punctuation rules differ for book, news, academic, and science styles--so you can boldly switch between essays, online newsletters, reports, fiction, and magazine and news articles.Style guides don't cover everything, but never fear! This handbook features rulings from an expert "Punctuation Panel" so you can see how working pros approach sticky situations. And the second half of the book features an alphabetical master list of commonly punctuated terms worth its weight in gold, combining rulings from the major style guides and showing exactly where they differ. With The Best Punctuation Book, Period, you'll be able to handle any punctuation predicament in a flash--and with aplomb.