With the sophisticated algorithms in this book, you can write smart programs to access interesting datasets from other web sites, collect data from users of your own applications, and analyze and understand the data once you've found it.Programming Collective Intelligence takes you into the world of machine learning and statistics, and explains how to draw conclusions about user experience, marketing, personal tastes, and human behavior in general -- all from information that you and others collect every day. Each algorithm is described clearly and concisely with code that can immediately be used on your web site, blog, Wiki, or specialized application. This book explains:Collaborative filtering techniques that enable online retailers to recommend products or media Methods of clustering to detect groups of similar items in a large dataset Search engine features -- crawlers, indexers, query engines, and the PageRank algorithm Optimization algorithms that search millions of possible solutions to a problem and choose the best one Bayesian filtering, used in spam filters for classifying documents based on word types and other features Using decision trees not only to make predictions, but to model the way decisions are made Predicting numerical values rather than classifications to build price models Support vector machines to match people in online dating sites Non-negative matrix factorization to find the independent features in a dataset Evolving intelligence for problem solving -- how a computer develops its skill by improving its own code the more it plays a game Each chapter includes exercises for extending the algorithms to make them more powerful. Go beyond simple database-backed applications and put the wealth of Internet data to work for you. "Bravo! I cannot think of a better way for a developer to first learn these algorithms and methods, nor can I think of a better way for me (an old AI dog) to reinvigorate my knowledge of the details."-- Dan Russell, Google "Toby's book does a great job of breaking down the complex subject matter of machine-learning algorithms into practical, easy-to-understand examples that can be directly applied to analysis of social interaction across the Web today. If I had this book two years ago, it would have saved precious time going down some fruitless paths."-- Tim Wolters, CTO, Collective Intellect

    . . now even more effective! Robert Kowalski's personal story is legendary. By the age of forty-one, he had suffered a heart attack and had undergone two coronary bypass surgeries. A traditional dietary approach to lowering his cholesterol failed dismally, and faced with the unpleasant alternative of a lifetime on medication, he created a program that proved astonishingly effective for him -- and legions of others worldwide who used it.Today Kowalski has beaten heart disease, lives an unlimited and vigorous lifestyle, and uses no prescription drugs. Now, with new information about risk factors, exercise, and supplements, The New 8-Week Cholesterol Cure is even more powerful in fighting heart disease. It includes: The facts about homocysteine and the deadly cholesterol Lp(a) A diet that jump-starts cholesterol reduction The heart-healthy secrets of niacin, other B vitamins, and safe supplements The latest findings on exercise New cholesterol-testing methods New heart-healthy products ... and more! Arm yourself against heart disease-America's number-one killer-and increase your chances for a long, healthy life with The New 8-Week Cholesterol Cure.

    This completely updated bestseller was also written with photographers in mind. Author Martin Evening describes features in Lightroom 4 in detail from a photographer’s perspective. As an established commercial and fashion photographer, Martin knows firsthand what photographers need for an efficient workflow. He has also been working with Lightroom from the beginning, monitoring the product’s development and providing valued feedback to Adobe. As a result, Martin knows the software inside and out, from image selection to image editing to image management. In this book you’ll learn how to:• Work efficiently with images shot in the raw or JPEG format • Import photographs with ease and sort them according to your workflow• Create and manage a personal image library• Apply tonal adjustments to multiple images quickly• Integrate Lightroom with Adobe Photoshop• Export images for print or Web as digital contact sheets or personal portfolios• Make the most of new features in Lightroom 4, such as the Camera Raw Process 2012 Basic panel tone controlsPhotographers will find Lightroom 4–and The Adobe Photoshop Lightroom 4 Book–indispensable tools in their digital darkrooms.This book’s companion site, www.thelightroombook.com, offers video tutorials, articles, sample images, and updates from author Martin Evening.“With Martin’s expert guidance, you’ll soon find that you have precisely the tools you need to turn your concentration back where it belongs–on making better pictures!”–George Jardine, digital photography consultant “As a photographer himself, Martin Evening knows what tools photographers need to realize their creative vision. In this book, he shows not only how Adobe Photoshop Lightroom works but also why it will become an essential part of any photographer’s workflow.”–Greg Gorman, photographer

    

    This concise book guides you into and through JavaScript, written by a veteran programmer who once found himself in the same position. Speaking JavaScript helps you approach the language with four standalone sections. First, a quick-start guide teaches you just enough of the language to help you be productive right away. More experienced JavaScript programmers will find a complete and easy-to-read reference that covers each language feature in depth. Complete contents include: JavaScript quick start: Familiar with object-oriented programming? This part helps you learn JavaScript quickly and properly. JavaScript in depth: Learn details of ECMAScript 5, from syntax, variables, functions, and object-oriented programming to regular expressions and JSON with lots of examples. Pick a topic and jump in. Background: Understand JavaScript’s history and its relationship with other programming languages. Tips, tools, and libraries: Survey existing style guides, best practices, advanced techniques, module systems, package managers, build tools, and learning resources.

    As Walt Disney World continues to grow and evolve, trust Birnbaum as your 2020 guide for:insider tips on how to see and do it alldetailed descriptions of all attractions, resorts, and eateriesmoney-saving strategiesNew at Walt Disney World:Harness the Force in a dazzling new land: Star Wars: Galaxy's Edge.Toy Story Land, a cheery play zone, bearing a happy resemblance to Andy's backyard, continues to wow visitors with the bouncy new coaster called Slinky Dog Dash, the dizzying Alien Swirling Saucers ride, and the ever-popular Toy Story Mania!Mickey & Minnie's Runaway Railway, a new journey through the wild and wacky cartoon world, aims to please riders of all ages.Lightning Queen's Academy is just one of the new shows to recently debut.The upcoming Ratatouille-themed attraction is expected it to open in Epcot's France pavilion, and Birnbaum has the latest scoop!Inside we'll also tell you how to:Plan a Walt Disney World vacation that's right for you, including deciding when to goStretch your dollar with money-saving tips and great value resorts like the Art of Animation and Pop CenturyUse coupons worth up to 20 percent off Disney dining, shopping, behind-the-scenes tours and adventures, and recreational pursuitsCut the time spent in line by using Disney's FastPass+Enter the parks before the crowds arrive, or stay for hours after closing time, with Extra Magic HoursGet a handle on maximizing the services of the handy accessory known as the MagicBandChoose (and book) a Disney dining experience with our extensive restaurant coverageUnderstand the Disney Dining Plan programReserve a breakfast with Mickey Mouse and his Disney palsMeet Anna and Elsa (and visit Arendelle) at Epcot's Frozen Ever After attractionEnjoy Disney Springs, a vibrant dining, shopping, and entertainment districtSign up for behind-the-scenes toursDetect dozens of Hidden Mickeys throughout the theme parksSoar on the back of a mountain banshee at Animal Kingdom's thrilling attraction: Avatar Flight of PassagePlan the ultimate "land and sea" vacation with our Disney Cruise Line bonus chapterPlanning a trip to the Walt Disney World? Be sure to have all the official guides from Disney Editions:Birnbaum's 2020 Walt Disney World for KidsThe Hidden Mickeys of Walt Disney World

    You'll learn techniques for implementing specific Web technologies and patterns to solve the needs of a typical company as it grows from modest beginnings to become a global enterprise.Learn basic Web techniques for application integrationUse HTTP and the Web’s infrastructure to build scalable, fault-tolerant enterprise applicationsDiscover the Create, Read, Update, Delete (CRUD) pattern for manipulating resourcesBuild RESTful services that use hypermedia to model state transitions and describe business protocolsLearn how to make Web-based solutions secure and interoperableExtend integration patterns for event-driven computing with the Atom Syndication Format and implement multi-party interactions in AtomPubUnderstand how the Semantic Web will impact systems design

    You'll also learn about asking the right question: "When do I have to shoot?" The concept of "Don't shoot - Training for the draw is just as effective." Force on force notebook: Revisiting the 21 foot rule in regards to carrying concealed. A special section on 10 seconds to fight. Download your Copy of this report. This report is published by The United States Concealed Carry Association, the biggest community of responsibly-armed Americans.

    Each topic illustrated with pointed examples. You’ll also get a thorough reference to the Underscore.js library and its idioms, including:ClosuresApplicative programmingLazinessImmutabilityHigher-order functionsPurityCombinatorsCurrying and partial application

    Big Blue, as the company is known, tends to rely for its success on magical thinking but that magic ran out a long time ago. The company got in trouble back in the 1990s and had to hire for the first time an outside CEO, Lou Gerstner, to save the day. Gerstner pushed IBM into services with spectacular results but this hurt the company, too. As services have became commoditized IBM could only compete by offshoring the work and quality suffered. The other negative impact of Gerstner was his compensation which was for the first time in IBM history very high. Only the Watson family had become rich running IBM with later CEOs like John Opel and John Akers living comfortable lives with lots of perks, but they never got BIG RICH. That changed with Gerstner. Sam Palmisano an IBM lifer followed Gerstner as CEO and followed, too, the Gerstner playbook. Palmisano retired three years ago with a retirement package worth $241 million, replaced by IBM's first woman CEO, Ginni Rometty, who certainly expects a comparable golden parachute. In order to achieve these numbers, though, IBM has essentially sacrificed both its customers and employees. In order to have ever growing earnings per share the company has cut labor to the bone, off-shored everything it can, dropped quality, deliberately underbid contracts to win them then not performed. IBM's acquisition policy is one of buying companies to get their sales then cutting costs to the bone and under-delivering. This and share buybacks have kept earnings growing until this house of cards recently began to fall. Ginni Rometty, who will end up taking the fall for Palmisano's flawed strategy, has stated a very specific earnings goal for 2015 that she will destroy the company to achieve if she must. This book how IBM fell from grace, where it is headed, and what specifically can be done to save the company before it is too late.

    Windows Presentation Foundation (WPF) is a key component of the .NET Framework 3.0, giving you the power to create richer and more compelling applications than you dreamed possible. Whether you want to develop traditional user interfaces or integrate 3D graphics, audio/video, animation, dynamic skinning, rich document support, speech recognition, or more, WPF enables you to do so in a seamless, resolution-independent manner. Windows Presentation Foundation Unleashed is the authoritative book that covers it all, in a practical and approachable fashion, authored by .NET guru and Microsoft developer Adam Nathan. - Covers everything you need to know about Extensible Application Markup Language (XAML) - Examines the WPF feature areas in incredible depth: controls, layout, resources, data binding, styling, graphics, animation, and more - Features a chapter on 3D graphics by Daniel Lehenbauer, lead developer responsible for WPF 3D - Delves into non-mainstream topics: speech, audio/video, documents, bitmap effects, and more - Shows how to create popular UI elements, such as features introduced in the 2007 Microsoft Office System: Galleries, ScreenTips, custom control layouts, and more - Demonstrates how to create sophisticated UI mechanisms, such as Visual Studio-like collapsible/dockable panes - Explains how to develop and deploy all types of applications, including navigation-based applications, applications hosted in a Web browser, and applications with great-looking non-rectangular windows - Explains how to create first-class custom controls for WPF - Demonstrates how to create hybrid WPF software that leverages Windows Forms, ActiveX, or other non-WPF technologies - Explains how to exploit new Windows Vista features in WPF applications

    Title: Play Ukulele Today! Level 1 Binding: Paperback Author: Tagliarino, Barrett Publisher: Hal Leonard Corporation

    Signposted for coverage of FENTO standards, with full coverage of the C&G 7407, 7302, and Cert Ed courses. Retaining the unique style of the previous editions, this is an essential text for students and qualified teachers.

    This book aims to minimize the complexity of user-centered design for the Web with explanations and illustrations that focus on ideas rather than tools or techniques.

    Designing sites that foster user interaction and community-building is a valuable skill for web developers and designers today, but it's not that easy to understand the nuances of the social web. Now you have help. Christian Crumlish and Erin Malone share hard-won insights into what works, what doesn't, and why. You'll learn how to balance opposing factions and grow healthy online communities by co-creating them with your users.Understand the overarching principles you need to consider for every website you createLearn basic design patterns for adding social components to an existing siteRein in misbehaving users on an active community siteBuild a social experience around a product or service and invite people to joinDevelop a social utility without having to build an entirely new infrastructureEnable users of your site's content to interact with one anotherOffer your members the opportunity to connect in the real worldLearn to recognize and avoid antipatterns: emergent bad practices in the social network and social media space