It is also a practical, modern introduction to scientific computing in Python, tailored for data-intensive applications. This is a book about the parts of the Python language and libraries you'll need to effectively solve a broad set of data analysis problems. This book is not an exposition on analytical methods using Python as the implementation language.Written by Wes McKinney, the main author of the pandas library, this hands-on book is packed with practical cases studies. It's ideal for analysts new to Python and for Python programmers new to scientific computing.Use the IPython interactive shell as your primary development environmentLearn basic and advanced NumPy (Numerical Python) featuresGet started with data analysis tools in the pandas libraryUse high-performance tools to load, clean, transform, merge, and reshape dataCreate scatter plots and static or interactive visualizations with matplotlibApply the pandas groupby facility to slice, dice, and summarize datasetsMeasure data by points in time, whether it's specific instances, fixed periods, or intervalsLearn how to solve problems in web analytics, social sciences, finance, and economics, through detailed examples

    This update of Andy Rathbone's bestselling Windows guide covers all the basics, plus the enhancements unique to Windows 8.

    He is ultra competitive but never forgets to have fun. An immensely likeable man.' Damon HillThe world’s foremost designer in Formula One, Adrian Newey OBE is arguably one of Britain’s greatest engineers and this is his fascinating, powerful memoir.How to Build a Car explores the story of Adrian’s unrivalled 35-year career in Formula One through the prism of the cars he has designed, the drivers he has worked alongside and the races in which he’s been involved.A true engineering genius, even in adolescence Adrian’s thoughts naturally emerged in shape and form – he began sketching his own car designs at the age of 12 and took a welding course in his school summer holidays. From his early career in IndyCar racing and on to his unparalleled success in Formula One, we learn in comprehensive, engaging and highly entertaining detail how a car actually works. Adrian has designed for the likes of Mario Andretti, Nigel Mansell, Alain Prost, Damon Hill, David Coulthard, Mika Hakkinen, Mark Webber and Sebastian Vettel, always with a shark-like purity of purpose: to make the car go faster. And while his career has been marked by unbelievable triumphs, there have also been deep tragedies; most notably Ayrton Senna’s death during his time at Williams in 1994.Beautifully illustrated with never-before-seen drawings, How to Build a Car encapsulates, through Adrian’s remarkable life story, precisely what makes Formula One so thrilling – its potential for the total synchronicity of man and machine, the perfect combination of style, efficiency and speed.

    Erica Shea and Stephen Valand show that with a little space, a few tools, and the same ingredients breweries use, you too can make delicious craft beer right on your stovetop. Greenmarket-inspired and seasonally brewed, these 52 recipes include Everyday IPA and Rose Cheeked & Blonde for spring; Grapefruit Honey Ale and S’More Beer for summer; Apple Crisp Ale and Peanut Butter Porter for fall; Chestnut Brown ale and Gingerbread Ale for winter; and even four gluten-free brews. You’ll also find tips for growing hops, suggestions for food pairings, and recipes for cooking with beer. Brooklyn Brew Shop’s Beer Making Book offers a new approach to artisanal brewing and is a must-own for beer lovers, seasonally minded cooks, and anyone who gets a kick out of saying “I made this!”

    This easy-to-read guide helps you cultivate a host of good development practices, based on classic software design patterns and new patterns unique to embedded programming. Learn how to build system architecture for processors, not operating systems, and discover specific techniques for dealing with hardware difficulties and manufacturing requirements.Written by an expert who’s created embedded systems ranging from urban surveillance and DNA scanners to children’s toys, this book is ideal for intermediate and experienced programmers, no matter what platform you use.Optimize your system to reduce cost and increase performanceDevelop an architecture that makes your software robust in resource-constrained environmentsExplore sensors, motors, and other I/O devicesDo more with less: reduce RAM consumption, code space, processor cycles, and power consumptionLearn how to update embedded code directly in the processorDiscover how to implement complex mathematics on small processorsUnderstand what interviewers look for when you apply for an embedded systems job"Making Embedded Systems is the book for a C programmer who wants to enter the fun (and lucrative) world of embedded systems. It’s very well written—entertaining, even—and filled with clear illustrations." —Jack Ganssle, author and embedded system expert.

    With Emmy award-winning, longtime PBS host Mark Kistler as your guide, you'll learn the secrets of sophisticated three-dimensional renderings, and have fun along the way -- in just twenty minutes a day for a month. Inside you'll find:Quick and easy step-by-step instructions for drawing everything from simple spheres to apples, trees, buildings, and the human hand and faceMore than 500 line drawings, illustrating each stepTime-tested tips, techniques, and tutorials for drawing in 3-DThe 9 Fundamental Laws of Drawing to create the illusion of depth in any drawing75 student examples to encourage you in the process

     Coauthored by the designer of the Scala language, this authoritative book will teach you, one step at a time, the Scala language and the ideas behind it. The book is carefully crafted to help you learn. The first few chapters will give you enough of the basics that you can already start using Scala for simple tasks. The entire book is organized so that each new concept builds on concepts that came before - a series of steps that promises to help you master the Scala language and the important ideas about programming that Scala embodies. A comprehensive tutorial and reference for Scala, this book covers the entire language and important libraries.

    Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools.Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types of data; and using data to build statistical or machine learning models. Quite simply, this is the must-have reference for scientific computing in Python.With this handbook, you’ll learn how to use: * IPython and Jupyter: provide computational environments for data scientists using Python * NumPy: includes the ndarray for efficient storage and manipulation of dense data arrays in Python * Pandas: features the DataFrame for efficient storage and manipulation of labeled/columnar data in Python * Matplotlib: includes capabilities for a flexible range of data visualizations in Python * Scikit-Learn: for efficient and clean Python implementations of the most important and established machine learning algorithms

     In 2007 and 2008, Time named Paul Allen, the cofounder of Microsoft, one of the hundred most influential people in the world. Since he made his fortune, his impact has been felt in science, technology, business, medicine, sports, music, and philanthropy. His passion, curiosity, and intellectual rigor-combined with the resources to launch and support new initiatives-have literally changed the world. In 2009 Allen discovered that he had lymphoma, lending urgency to his desire to share his story for the first time. In this long-awaited memoir, Allen explains how he has solved problems, what he's learned from his many endeavors-both the triumphs and the failures-and his compelling vision for the future. He reflects candidly on an extraordinary life. The book also features previously untold stories about everything from the true origins of Microsoft to Allen's role in the dawn of private space travel (with SpaceShipOne) and in discoveries at the frontiers of brain science. With honesty, humor, and insight, Allen tells the story of a life of ideas made real.

    She ended up becoming so closely connected to Anonymous that the tricky story of her inside–outside status as Anon confidante, interpreter, and erstwhile mouthpiece forms one of the themes of this witty and entirely engrossing book.The narrative brims with details unearthed from within a notoriously mysterious subculture, whose semi-legendary tricksters—such as Topiary, tflow, Anachaos, and Sabu—emerge as complex, diverse, politically and culturally sophisticated people. Propelled by years of chats and encounters with a multitude of hackers, including imprisoned activist Jeremy Hammond and the double agent who helped put him away, Hector Monsegur, Hacker, Hoaxer, Whistleblower, Spy is filled with insights into the meaning of digital activism and little understood facets of culture in the Internet age, including the history of “trolling,” the ethics and metaphysics of hacking, and the origins and manifold meanings of “the lulz.”

    Infrastructure engineers use a software version of this “chaos monkey” to test online services’ robustness—their ability to survive random failure and correct mistakes before they actually occur. Tech entrepreneurs are society’s chaos monkeys, disruptors testing and transforming every aspect of our lives, from transportation (Uber) and lodging (AirBnB) to television (Netflix) and dating (Tinder). One of Silicon Valley’s most audacious chaos monkeys is Antonio García Martínez.After stints on Wall Street and as CEO of his own startup, García Martínez joined Facebook’s nascent advertising team, turning its users’ data into profit for COO Sheryl Sandberg and chairman and CEO Mark “Zuck” Zuckerberg. Forced out in the wake of an internal product war over the future of the company’s monetization strategy, García Martínez eventually landed at rival Twitter. He also fathered two children with a woman he barely knew, committed lewd acts and brewed illegal beer on the Facebook campus (accidentally flooding Zuckerberg's desk), lived on a sailboat, raced sport cars on the 101, and enthusiastically pursued the life of an overpaid Silicon Valley wastrel.Now, this gleeful contrarian unravels the chaotic evolution of social media and online marketing and reveals how it is invading our lives and shaping our future. Weighing in on everything from startups and credit derivatives to Big Brother and data tracking, social media monetization and digital “privacy,” García Martínez shares his scathing observations and outrageous antics, taking us on a humorous, subversive tour of the fascinatingly insular tech industry. Chaos Monkeys lays bare the hijinks, trade secrets, and power plays of the visionaries, grunts, sociopaths, opportunists, accidental tourists, and money cowboys who are revolutionizing our world. The question is, will we survive?

    Sipser's candid, crystal-clear style allows students at every level to understand and enjoy this field. His innovative "proof idea" sections explain profound concepts in plain English. The new edition incorporates many improvements students and professors have suggested over the years, and offers updated, classroom-tested problem sets at the end of each chapter.

    The best description of the first edition comes from two Amazon reviewers; the first proclaiming, "I got the same feeling of enlightenment when reading this one as I did all those years ago when I read the classic book "Code Complete" and the second stating "This is the first game book I have read that I was sorry when I got to the end because there wasn't any more."For Game Coding Complete, Second Edition, McShaffry returns with many more of his highly popular, shoot-from the hips war stories and expert game programming insight that only a real insider could provide. McShaffry uses his experience as a leading programmer for Origin Systems, Microsoft, and Ion Storm a division of Eidos, to illustrate real-world techniques and solutions, including examples from his recent work on the major game, Thief Deadly Shadows. Game Coding Complete, Second Edition takes programmers through the complete process of developing a professional quality game using hundreds of insider tricks and techniques developed and perfect by the author from over a decade of game development experience. It covers a range of topics that will appeal to the most discriminating programmers such as key "gotcha" issues that could trip up even veteran programmers. The new edition features expanded coverage of 3D programming, several new chapters on game interface design, game audio, game scripting, game engine technology, code optimization, production and scheduling, plus it now includes a CD-ROM packed with valuable source code and game development tools. The appendix offers solid advice on starting your own game company. The C++ language is used to explain specific programming concepts with added discussion of development with C# and Managed DirectX programming.

    Uber and Airbnb are household names: redefining neighbourhoods, challenging the way governments regulate business and changing the way we travel.In the spirit of iconic Silicon Valley renegades like Steve Jobs and Bill Gates, a new generation of entrepreneurs is sparking yet another cultural upheaval through technology. They are among the Upstarts, idiosyncratic founders with limitless drive and an abundance of self-confidence. Young, hungry and brilliant, they are rewriting the traditional rules of business, changing our day-to-day lives and often sidestepping serious ethical and legal obstacles in the process.The Upstarts is the definitive account of a dawning age of tenacity, creativity, conflict and wealth. In Brad Stone’s highly anticipated and riveting account of the most radical companies of the new Silicon Valley, we find out how it all started, and how the world is wildly different than it was ten years ago.

    From acts of terror to mass shootings, and from the unseen (and sometimes virtual) matrix of everyday crime, danger is no longer confined to dark alleys or unstable regions. Potentially life-threatening circumstances can arise anywhere, anytime, and Clint Emerson—former Navy SEAL—wants you to be prepared. 100 Deadly Skills contains proven self-defense skills, evasion tactics, and immobilizing maneuvers—modified from the world of black ops—to help you take action in numerous “worst case” scenarios from escaping a locked trunk, to making an improvised Taser, to tricking facial recognition software. With easy-to-understand instructions and illustrations, Emerson outlines in detail many life-saving strategies and teaches you how to think and act like a member of the special forces. This complete course in survival teaches you how to prevent tracking, evade a kidnapping, elude an active shooter, rappel down the side of a building, immobilize a bad guy, protect yourself against cyber-criminals, and much more—all using low-tech to “no-tech” methods. Clear, detailed, and presented in an easy-to-understand and execute format, 100 Deadly Skills is an invaluable resource. Because let’s face it, when danger is imminent, you don’t have time for complicated instructions.