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.

    The computer programmer, the doctor, the artist, and even the parent and citizen all engage in a craftsman’s work. In this thought-provoking book, Sennett explores the work of craftsmen past and present, identifies deep connections between material consciousness and ethical values, and challenges received ideas about what constitutes good work in today’s world. The Craftsman engages the many dimensions of skill—from the technical demands to the obsessive energy required to do good work. Craftsmanship leads Sennett across time and space, from ancient Roman brickmakers to Renaissance goldsmiths to the printing presses of Enlightenment Paris and the factories of industrial London; in the modern world he explores what experiences of good work are shared by computer programmers, nurses and doctors, musicians, glassblowers, and cooks. Unique in the scope of his thinking, Sennett expands previous notions of crafts and craftsmen and apprises us of the surprising extent to which we can learn about ourselves through the labor of making physical things.

    A member of the prestigious Magnum agency since 1954, he has photographed all over the world and his images have been the subject of many books and exhibitions.Containing over 500 pictures, over half of which have never been published before, Elliott Erwitt Snaps is a unique and comprehensive survey of his work. From famous images such as Nikita Khrushchev and Richard Nixon arguing in Moscow in 1959 and Marilyn Monroe with the cast of the movie The Misfits, to his many more personal images of places, things, people and animals, Erwitt's unmistakable, often witty, style gives us a snapshot of the famous and the ordinary, the strange and the mundane over a period of more than half a century, through the lens of one of the period's finest image-makers.The book is arranged in nine chapters, each with a one-word title: Look, Move, Play, Read, Rest, Touch, Tell, Point, Stand. For Erwitt, whose photography is a study and celebration of life, these are the basic actions of life - the things people do. The photographs are not intended to illustrate the words, but the words act as a means of grouping and organizing, making broad connections and also playing with pun and ambiguity, in keeping with the visual games Erwitt plays.

    Dozens of Top 10 lists provide vital information on each destination, as well as insider tips, from avoiding the crowds to finding out the freebies, The DK Top 10 Guides take the work out of planning any trip.

    But what if you could have your computer do them for you?In "Automate the Boring Stuff with Python," you'll learn how to use Python to write programs that do in minutes what would take you hours to do by hand no prior programming experience required. Once you've mastered the basics of programming, you'll create Python programs that effortlessly perform useful and impressive feats of automation to: Search for text in a file or across multiple filesCreate, update, move, and rename files and foldersSearch the Web and download online contentUpdate and format data in Excel spreadsheets of any sizeSplit, merge, watermark, and encrypt PDFsSend reminder emails and text notificationsFill out online formsStep-by-step instructions walk you through each program, and practice projects at the end of each chapter challenge you to improve those programs and use your newfound skills to automate similar tasks.Don't spend your time doing work a well-trained monkey could do. Even if you've never written a line of code, you can make your computer do the grunt work. Learn how in "Automate the Boring Stuff with Python.""

    To coincide with the launch of Bobbi's eyewear range and a brand-new eye makeup palette, Everything Eyes covers basic eye care, essential brushes and tools, and step-by-step tutorials for 10 stunning looks. Famous for her signature glasses look, Bobbi also shares her tried-and-true tips for selecting frames and wearing makeup with glasses. This chic, take-anywhere hardcover is the manual for all women who want gorgeous eyes. And that means every woman!

    Comprehensive, but not overwhelming, Lester provides students with step-by-step guidance through the research writing process from selecting and narrowing a topic, to formatting the finished document. And it backs up the instruction with the most complete array of samples of any research writing guide on the market. Another of the text's ongoing strengths is its extremely thorough and accurate coverage of citation styles for a wide variety of disciplines. This edition maintains Lester's successful approach while detailing the uses of new computer technologies that are changing the face of research. In addition, an all-new Interactive Edition CD-ROM offers the entire text in an electronic format for easy reference while writing and researching on a computer. Numerous multimedia features include: interactive research activities, weblinks, and resources. The CD is FREE when bundled with the text. spiral-bound with tabs--Lester's text is one that students will keep throughout their college careers.

    

    It is packed with stories and anecdotes from behind the image. There are tips on using social media to get your images seen by millions. The book offers advice on hiking, travel and the great outdoors as well as useful information on technical subjects such as where to focus and shooting RAW. After reading this book, not only will your photography start to improve, but you will be inspired to get up and out at dawn and stay out until dark. This book is for the beginner as well as the seasoned professional. Travel, Learn, Explore, Shoot.

    Made for the iPad and iPhone, this how-to book features photojournalist and Pulitzer finalist Mary F. Calvert in HD video tutorials and also includes 30 interactive slideshows and guided tours that let you tap, swipe, and slide your way through photography jargon, camera settings, and dozens of common shooting scenarios. "Master Your DSLR Camera" is available only in the Apple App Store.http://betterbook.com/dslr★ Cut Through the Jargon Take advantage of the iPad’s best features by tapping, swiping, and sliding your way through seemingly inaccessible concepts like aperture, shutter speed, focal length and ISO. Explore interactive guided tours of the camera, inside and out, and manipulate camera settings in the book to see the image transform right before your eyes. ★ Conquer Any Scenario Learn professional tricks like how to freeze droplets of water in midair and perfectly blur the background of a bridal photo. Manage movement and light, properly set up your shots, and use our quick-reference cheat sheets to master 25 common shooting scenarios, including: • Children • Pets • Travel & Architecture • Nighttime, Sunsets & Fireworks • Parties & Weddings • Nature & Wildlife • Sports ★ Troubleshooting Learn how to fix common digital photography problems like blurry images, uneven lighting, distortion, and discoloration. THE EXPERTS————————————————————★ Author: DAVID BECKER David is a veteran technology journalist who has covered photography and digital imaging for publications including Wired, CNET, Men’s Journal, and Macworld. ★ Video tutorials by: MARY F. CALVERT Mary who worked eleven years as a staff photographer for The Washington Times, covering Congress, political campaigns, and the White House. Mary was a finalist in 2007 for the Pulitzer Prize in Feature Photography for her work in sub-Saharan Africa, and in 2008 was honored with the Robert F. Kennedy Journalism Award in International Photography for reporting in India. Through in-depth HD video tutorials, Mary helps you take control of your powerful DSLR camera and walks you through how to see the beautiful photos hidden from the untrained eye, while also capturing the moments that could have easily passed you by.

    Difficult issues need to be figured out, such as scalability, consistency, reliability, efficiency, and maintainability. In addition, we have an overwhelming variety of tools, including relational databases, NoSQL datastores, stream or batch processors, and message brokers. What are the right choices for your application? How do you make sense of all these buzzwords?In this practical and comprehensive guide, author Martin Kleppmann helps you navigate this diverse landscape by examining the pros and cons of various technologies for processing and storing data. Software keeps changing, but the fundamental principles remain the same. With this book, software engineers and architects will learn how to apply those ideas in practice, and how to make full use of data in modern applications. Peer under the hood of the systems you already use, and learn how to use and operate them more effectively Make informed decisions by identifying the strengths and weaknesses of different tools Navigate the trade-offs around consistency, scalability, fault tolerance, and complexity Understand the distributed systems research upon which modern databases are built Peek behind the scenes of major online services, and learn from their architectures

    When it comes to bodyweight training, there is nothing more frustrating than losing fat, without building muscle on top of that fat loss. Most people just aim for a lower number of the scale, but if you want a powerful, functional body, you should also be gaining muscle, as you are losing fat. This is where Calisthenics training comes into play.It is one of the best, most effective ways to improve your overall health. But how can you learn the right calisthenics exercises, the right nutrition for your workout, and the right lifestyle to compliment your new body? This is where Progressive Calisthenics comes in! In this book, you will learn twelve of the top bodyweight exercises, designed to make you not just lose weight, but actually build muscles and improve flexibility. You will finally have not just a body that looks great, but a body that is strong and is primed to take serious punishment. These exercises make you live longer and your body stay healthy longer. Addition to that, you will find the most effective advanced bodyweight training exercises and 30-Day Challenge to take your body to the whole new level! And the best part of this book is that the results happen FAST! No more waiting around for your diets or workout regimen to show results. With this program, you will begin to see the fat melt away and the muscle mass packing on. What could be better than that? Only twenty minutes a day and you will be seeing great results, which will only motivate you to work harder! This book is equipped with workouts that are great for beginners and for advanced athletes. No matter your level, you can find a workout and a diet plan that fits your lifestyle and helps you achieve what you want to achieve. Can it really be that easy?With this book IT IS! Not only will you find detailed workout and nutritional guidelines, you will find answers to all of the following questions and more! • Is a bodyweight workout the same as weight training? • Can calisthenics actually help you build strength and real muscle? • Is calisthenics mass easy to build? • How do you do calisthenics exercises and for how long? • What kind of exercises can be done without equipment? • Do I need to take supplements? The best food choices to make. • What kind of exercises you should do to lose weight fast? • How to amp-up the basic bodyweight exercises to increase lean muscle growth? • How to have a killer abs? • and much more...

    Drawing from Scientific American's "Fact or Fiction" and "Strange But True" columns, we've selected fifty-eight of the most surprising, fascinating, useful, and just plain wacky topics confronted by our writers over the years.

    Completely Revised for the New 2007 Version of the CCNA Exam (#640-802) Cisco networking authority Todd Lammle has completely updated this new edition to cover all of the exam objectives for the latest version of the CCNA exam.