By presenting actual experiences and analyzing them as they are described, the author conveys the developmental thought processes employed and shows a style of thinking that leads to successful results is something that can be learned. Along with spectacular successes, the author also conveys how failures contributed to shaping the thought processes. Provides the reader with a style of thinking that will enhance a person's ability to function as a problem-solver of complex technical issues. Consists of a collection of stories about the author's participation in significant discoveries, relating how those discoveries came about and, most importantly, provides analysis about the thought processes and reasoning that took place as the author and his associates progressed through engineering problems.

    “Big data” refers to our burgeoning ability to crunch vast collections of information, analyze it instantly, and draw sometimes profoundly surprising conclusions from it. This emerging science can translate myriad phenomena—from the price of airline tickets to the text of millions of books—into searchable form, and uses our increasing computing power to unearth epiphanies that we never could have seen before. A revolution on par with the Internet or perhaps even the printing press, big data will change the way we think about business, health, politics, education, and innovation in the years to come. It also poses fresh threats, from the inevitable end of privacy as we know it to the prospect of being penalized for things we haven’t even done yet, based on big data’s ability to predict our future behavior.In this brilliantly clear, often surprising work, two leading experts explain what big data is, how it will change our lives, and what we can do to protect ourselves from its hazards. Big Data is the first big book about the next big thing.www.big-data-book.com

    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

    It has already eclipsed motion pictures to become one of the largest and fastest growing markets in history and a lamplight illuminating where the future of entertainment is headed. In an effort to grab a chunk of that market, Microsoft—an absolute newcomer to the gaming industry—has put billions of dollars on the line in a gamble to build the fastest, most mature, most advanced video game console ever: the Xbox. Is this new Microsoft venture just another experiment that, like WebTV, was launched to much fanfare but will be quickly forgotten? Or will it become the next Windows, finding its way into the homes and lives of millions of people around the world?In Opening the Xbox, award-winning journalist and gaming-industry expert Dean Takahashi guides you deep into the amazing story of this much-anticipated game console. Through exclusive interviews with top executives at Microsoft, exhaustive research, and a penetrating investigation, he unveils the tumultuous story behind the development of the project and how it could change the entertainment industry forever. Inside, you'll discover that what started as Project Midway, spearheaded by Jonathan "Seamus" Blackley and three of his renegade cohorts, turned into Xbox—a multibillion-dollar enterprise that became Microsoft's largest internal startup ever and a personal pet project of Bill Gates. The colorful infighting, the cutthroat tactics used to lure partners, and the race to vanquish bitter rivals Sony and Nintendo are all laid bare in this unvarnished, high-tech drama. It's a story like no other, full of heroes and villains, plot twists and intrigue—all before the backdrop of Microsoft's grand ambition to move from the office into the living room.If you're like the millions of gamers, investors, and business spectators who anxiously anticipated the Xbox, then you don't want to miss the explosive, exclusive, behind-the-scenes story in Opening the Xbox.

    Readers will progress from building a basic physics engine to creating intelligent moving objects and complex systems, setting the foundation for further experiments in generative design. Subjects covered include forces, trigonometry, fractals, cellular automata, self-organization, and genetic algorithms. The book's examples are written in Processing, an open-source language and development environment built on top of the Java programming language. On the book's website (http://www.natureofcode.com), the examples run in the browser via Processing's JavaScript mode.

    Rediscover Lara Croft's greatest moments with fascinating coverage of the smash hit Tomb Raider movies, fiction, comics, and collectibles, and be enthralled by the legacy of Tomb Raider across the decades.Packed with exclusive art, photographs, and interviews covering all facets of the Tomb Raider franchise, 20 Years of Tomb Raider is the essential guide to this game's action-packed history and a must-have for every Tomb Raider fan.

    Contains concept art and models of the game's characters, locations, and weapons, as well as artists' comments on the work and the game.Note:The Rapture Edition Art book is a reduced version of the Special Edition Art book made to be a value against the Special Edition. It is reduced to 96 pages, and scaled down to the dimensions of the game case itself.The Special Edition Art book is the main version of BioShock 2's art book. It is 168 pages and is composed of 10 chapters.♢Chapter 1 - Citizens of Rapture♢Chapter 2 - Big Daddies♢Chapter 3 - Big Sisters♢Chapter 4 - Little Sisters♢Chapter 5 - Environments♢Chapter 6 - Weapons♢Chapter 7 - User Interface♢Chapter 8 - Advertisements♢Chapter 9 - Storyboards♢Chapter 10 - Credits

    Over the past five years, authors Dustin Boswell and Trevor Foucher have analyzed hundreds of examples of "bad code" (much of it their own) to determine why they’re bad and how they could be improved. Their conclusion? You need to write code that minimizes the time it would take someone else to understand it—even if that someone else is you.This book focuses on basic principles and practical techniques you can apply every time you write code. Using easy-to-digest code examples from different languages, each chapter dives into a different aspect of coding, and demonstrates how you can make your code easy to understand.Simplify naming, commenting, and formatting with tips that apply to every line of codeRefine your program’s loops, logic, and variables to reduce complexity and confusionAttack problems at the function level, such as reorganizing blocks of code to do one task at a timeWrite effective test code that is thorough and concise—as well as readable"Being aware of how the code you create affects those who look at it later is an important part of developing software. The authors did a great job in taking you through the different aspects of this challenge, explaining the details with instructive examples." —Michael Hunger, passionate Software Developer

    A logical, expert, easy-to-use plan for achieving excellence in expression, Style offers neither simplistic rules nor endless lists of dos and don'ts. Rather, Joseph Williams explains how to be concise, how to be focused, how to be organized. Filled with realistic examples of good, bad, and better writing, and step-by-step strategies for crafting a sentence or organizing a paragraph, Style does much more than teach mechanics: it helps anyone who must write clearly and persuasively transform even the roughest of drafts into a polished work of clarity, coherence, impact, and personality."Buy Williams's book. And dig out from storage your dog-eared old copy of The Elements of Style. Set them side by side on your reference shelf."—Barbara Walraff, Atlantic"Let newcoming writers discover this, and let their teachers and readers rejoice. It is a practical, disciplined text that is also a pleasure to read."—Christian Century"An excellent book....It provides a sensible, well-balanced approach, featuring prescriptions that work."—Donald Karzenski, Journal of Business Communication"Intensive fitness training for the expressive mind."—Booklist(The college textbook version, Style: Ten Lessons in Clarity and Grace, 9th edition, is available from Longman. ISBN 9780321479358.)

    This guide also helps you understand the many data-mining techniques in use today.Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also discover how to think data-analytically, and fully appreciate how data science methods can support business decision-making.Understand how data science fits in your organization—and how you can use it for competitive advantageTreat data as a business asset that requires careful investment if you’re to gain real valueApproach business problems data-analytically, using the data-mining process to gather good data in the most appropriate wayLearn general concepts for actually extracting knowledge from dataApply data science principles when interviewing data science job candidates

    This authoritative book scrapes away these bad features to reveal a subset of JavaScript that's more reliable, readable, and maintainable than the language as a whole--a subset you can use to create truly extensible and efficient code.Considered the JavaScript expert by many people in the development community, author Douglas Crockford identifies the abundance of good ideas that make JavaScript an outstanding object-oriented programming language-ideas such as functions, loose typing, dynamic objects, and an expressive object literal notation. Unfortunately, these good ideas are mixed in with bad and downright awful ideas, like a programming model based on global variables.When Java applets failed, JavaScript became the language of the Web by default, making its popularity almost completely independent of its qualities as a programming language. In JavaScript: The Good Parts, Crockford finally digs through the steaming pile of good intentions and blunders to give you a detailed look at all the genuinely elegant parts of JavaScript, including:SyntaxObjectsFunctionsInheritanceArraysRegular expressionsMethodsStyleBeautiful featuresThe real beauty? As you move ahead with the subset of JavaScript that this book presents, you'll also sidestep the need to unlearn all the bad parts. Of course, if you want to find out more about the bad parts and how to use them badly, simply consult any other JavaScript book.With JavaScript: The Good Parts, you'll discover a beautiful, elegant, lightweight and highly expressive language that lets you create effective code, whether you're managing object libraries or just trying to get Ajax to run fast. If you develop sites or applications for the Web, this book is an absolute must.

    Moms in particular will welcome this trend.  A full 60% wish they had a flexible work option. But companies see advantages too in the way remote work increases their talent pool, reduces turnover, lessens their real estate footprint, and improves the ability to conduct business across multiple time zones, to name just a few advantages.  In Remote, inconoclastic authors Fried and Hansson will convince readers that letting all or part of work teams function remotely is a great idea--and they're going to show precisely how a remote work setup can be accomplished.

    Building on their experience as professional systems analysts and award-winning teachers, authors Dennis, Wixom, and Roth capture the experience of developing and analyzing systems in a way that students can understand and apply.With Systems Analysis and Design, 4th edition , students will leave the course with experience that is a rich foundation for further work as a systems analyst.

    It is limited to just one print run and each copy will be sequentially numbered. ·   Exclusive additional 16-page section featuring an overview and analysis of the Final Fantasy XIII story·   The 100% complete guide to FINAL FANTASY XIII·   Every secret, every side-quest, every mini-game, every bonus, every Achievement and every Trophy revealed and explained in a dedicated Extras chapter ·   Dedicated walkthrough charts the most rewarding path through this epic adventure ·   Strategy & Analysis chapter exposes hidden mechanics, advanced battle tactics and techniques for obtaining optimal rewards ·   All-encompassing Inventory and Bestiary chapters feature exhaustive lists and tables covering all enemies, weapons and shops ·   Bears all the hallmarks of a Piggyback guide, including annotated maps, hi-res screenshots and a wealth of exclusive, official artwork ·   Carefully designed to avoid unnecessary story spoilers

    It will also contain extensive and exclusive interviews with the key developers, designers and artists behind some of the most beloved games and characters in the history of the medium. The book starts with a foreword by Gary Whitta (PC Gamer magazine/Rogue One: A Star Wars Story).Interviewees for the book include (in no particular order) Tim Schafer, Robyn Miller, Ron Gilbert, David Fox, Aric Wilmunder, Richard Hare, Hal Barwood, Gary Winnick, Noah Falstein, Mark Ferrari, Dave Gibbons, Jane Jensen, Simon Woodroffe, Steve Stamatiadis, Louis Castle, Gregg Barnett, Al Lowe, Brian Moriarty, Charles Cecil and Paul Cuisset - plus plenty more…As you can see from the list, the book covers titles such as King’s Quest, Myst, Toonstruck, Discworld, Blade Runner, Gabriel Knight, The Flight of the Amazon Queen, Simon the Sorcerer and of course other classics, such as The Secret of Monkey Island, The Dig, Maniac Mansion and Full Throttle. All of the most famous and iconic point-and-click adventures are going to be covered, as well as some lesser-known games and home-brew efforts.