With it has come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry. The book's coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting—the first comprehensive treatment of this topic in any book. Trevor Hastie, Robert Tibshirani, and Jerome Friedman are professors of statistics at Stanford University. They are prominent researchers in this area: Hastie and Tibshirani developed generalized additive models and wrote a popular book of that title. Hastie wrote much of the statistical modeling software in S-PLUS and invented principal curves and surfaces. Tibshirani proposed the Lasso and is co-author of the very successful An Introduction to the Bootstrap. Friedman is the co-inventor of many data-mining tools including CART, MARS, and projection pursuit.

    This great beginner's guide also provides an easy introduction to reading and playing music - so whether you have no previous musical experience OR are simply new to the keyboard, this clear and concise guide will have you playing tunes on your new keyboard in no time ! For kids under the age of 10, you may prefer Ben's My First Keyboard book instead - created especially for the youngest beginner. Search under Ben Parker. * Easy to follow instructions and illustrations * Simple exercises to follow and practice * Learn at your own pace * Fun and easy songs, exercises and tunes to play * Simply follow the lessons in the book and you will be playing Keyboard in no time ! Ben Parker's best-selling range of beginner's music tuition books for adults and children include the 'How To Play'...and also the 'My First' series of books covering: Keyboard, Piano, Guitar, Ukulele, Banjo, Harmonica and Recorder.

    The latest book from award-winning writer Ellen Lupton is a playbook for creative thinking, showing designers how to use storytelling techniques to create satisfying graphics, products, services and experiences. Whether crafting a digital app or a data-rich publication, designers invite people to enter a scene and explore what’s there. An intriguing logo, page layout or retail space uses line, shape and form to lead users on dynamic journeys.Design Is Storytelling explores the psychology of visual perception from a narrative point of view. Presenting dozens of tools and concepts in a lively, visual manner, this book will help any designer amplify the narrative power of their work. Use this book to stir emotions, build empathy, articulate values and convey action; to construct narrative arcs and create paths through space; integrate form and language; evaluate a project’s storytelling power; and to write and deliver strong narratives.

    Lehninger Principles of Biochemistry, Fourth Edition brings clarity and coherence to an often unwieldy discipline, while incorporating the field's most important recent developments and applications.

    "Peter Cooper, Editor of" Ruby Inside Using Rails, developers can build web applications of exceptional elegance and power. Although its remarkable capabilities have made Ruby on Rails one of the world s most popular web development frameworks, it can be challenging to learn and use. " Ruby on Rails Tutorial, Second Edition, " is the solution. Best-selling author and leading Rails developer Michael Hartl teaches Rails by guiding you through the development of your own complete sample application using the latest techniques in Rails web development. The updates to this edition include all-new site design using Twitter s Bootstrap; coverage of the new asset pipeline, including Sprockets and Sass; behavior-driven development (BDD) with Capybara and RSpec; better automated testing with Guard and Spork; roll your own authentication with has_secure_password; and an introduction to Gherkin and Cucumber. You ll find integrated tutorials not only for Rails, but also for the essential Ruby, HTML, CSS, JavaScript, and SQL skills you ll need when developing web applications. Hartl explains how each new technique solves a real-world problem, and he demonstrates this with bite-sized code that s simple enough to understand, yet novel enough to be useful. Whatever your previous web development experience, this book will guide you to true Rails mastery. This book will help you Install and set up your Rails development environment Go beyond generated code to truly understand how to build Rails applications from scratch Learn test-driven development (TDD) with RSpec Effectively use the Model-View-Controller (MVC) pattern Structure applications using the REST architecture Build static pages and transform them into dynamic ones Master the Ruby programming skills all Rails developers need Define high-quality site layouts and data models Implement registration and authentication systems, including validation and secure passwords Update, display, and delete users Add social features and microblogging, including an introduction to Ajax Record version changes with Git and share code at GitHub Simplify application deployment with Heroku

    The book uses the theme of evolution to develop a broad-scale view of animal diversity--students focus not only the organisms themselves, but also the processes that produce evolutionary diversity. The book is unique in its comprehensive survey of zoological diversity and its emphasis on evolutionary, systematic and ecological principles, all in one package.

    This language is based on the ways people perceive and process visual information. By understanding visual language as the interface between a graphic and a viewer, designers and illustrators can learn to inform with accuracy and power.In a time of unprecedented competition for audience attention and with an increasing demand for complex graphics, Visual Language for Designers explains how to achieve quick and effective communications. It presents ways to design for the strengths of our innate mental capacities and to compensate for our cognitive limitations.Includes:—How to organize graphics for quick perception—How to direct the eyes to essential information—How to use visual shorthand for efficient communication—How to make abstract ideas concrete—How to best express visual complexity—How to charge a graphic with energy and emotion

    Globally accepted and written by one of the most foremost authors in the field, this is a necessary read for all managers, human resource workers, and anyone needing to understand and improve their people skills.

    In this informative and motivating book, you'll discover: What it means to be The Innovative Admin How you can unleash your mind to think innovatively Techniques you can use to bring out the administrative leader inside you Ways you can tap into your creativity and initiative to get ahead The Innovative Admin empowers you to become the best you can be by enhancing your capacity for innovation. Read it and grow your administrative career to exciting new levels. Innovation isn't just for technology - it's the key to your career future.

    The material is based on rigorous reference to ancient and modern Chinese texts, and explains the application of theory in a Western practice context. The new edition features new and updated material, including discussion of 50 additional acupuncture points and more patterns. A redesigned layout complements the accessible writing style and makes the material even easier to follow. Plus, an accompanying CD-ROM contains over 750 self-testing questions in a variety of formats.

    It strikes a balance between theory and application by incorporating real-world examples; helping students visualize the three-dimensional atomic and molecular structures that are the basis of chemical activity; and developing problem-solving and critical thinking skills. Although the fifth edition incorporates many new features, such as macro to micro artwork, six new animations correlated to the text, and the addition of new hand-sketched worked examples, General Chemistry is still 200 to 300 pages shorter and much less expensive than other two-semester textbooks. Dr. Chang's concise-but-thorough approach will appeal to efficiency-minded instructors and value-conscious students.

    This easy to follow, step-by step guide to developing reasoning skills even applies the techniques to tasks such as reading, note-taking, and writing.

    Readers are shown how to improve not just study skills like note taking, reading, organization and writing, but their thinking skills too. The reader will learn how to analyze difficult concepts, criticize and evaluate arguments, use evidence, and develop more of their own ideas. This book gives clear practical advice, with a troubleshooting section that deals with a range of common problems.

    Part initial training textbook, part handbook for practicing teachers it is the definitive guide to what happens in the language classroom. Jim Scrivener's approach is not just theoretical - the book is packed with practical and useable activities.This new edition has been fully revised and extended to cover new trends and theories in ELT.

     Also, if you have an older (1st or 2nd gen) Kindle, please confirm it will display Japanese before buying. If you bought the Kindle version and the Japanese show as boxes, please contact me for an image version. Perfect for beginning and upper beginning students of Japanese. This affordable Japanese reader contains four complete stories of a clever and mischievous young man, Hikoichi. Get FREE MP3s of the stories read by a native Japanese speaker. Listen while reading. The link to the MP3s is found on the last page. Read--in Japanese--how the wise and young Hikoichi shows his smarts with these four short stories in Japanese. Yes, you can read real Japanese—even if you are just starting out in Japanese. • All Japanese have furigana (printed version) and romaji for those starting out. • Four full traditional Japanese stories about Hikoichi. • Every sentence is broken down word-for-word and with explanation of the grammar. • The full story in Japanese only (without the running gloss) is also provided so you can practice reading without interruption. • Finally, we have included a simple and mostly literal English translation for you to check your understanding (Don’t cheat! Work through the Japanese first!). • Download the FREE MP3s to listen while you study. The first story has the lord of the castle testing Hikoichi in a Solomon-esque question—which young lord is the true young lord? The second story shows choosing the first and most favorable isn't always best. In the end, only Hikoichi can enjoy the cherry blossoms. The third story is about a mysterious, but living umbrella. Some things are just too good to be true. We wrap things up with Hikoichi’s encounter with a Tengu—a mythical creature whose straw raincoat renders its wearer invisible. While beginners to Japanese can get a lot from this, hiragana knowledge is required. Finally, we invite the reader to contact us with questions or requests for future Japanese readers. You will find our personal email addresses in the book. To your Japanese!