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.

    Students will find concepts easy-to-understand through the clear writing style and full-color figures that illustrate current technology and trends. Examples and cases are drawn from actual systems projects that enable students to learn in the context of solving problems, much like the ones they will encounter on the job. This approach, combined with motivating tools such as the SCR Associates interactive Web-Based Case Study, Systems Analyst's Toolkit, the Student Study Tool on CD-ROM, and more, makes Systems Analysis and Design, Seventh Edition a wise and exciting choice for your introductory systems analysis and design class.

    The author explains the foundations of project management - project integration, scope, time, cost, quality, human resources, communications, risk, and procurement - using the experiences of real-life businesses. This new fourth edition includes a running case, new PMBOK Guide, and coverage of Microsoft Project 2003. Accompanying the book is a revised companion Web site, www.course.com/mis/schwalbe4e.

    At thirty years old, Gabriel Wyner speaks six languages fluently.  He didn’t learn them in school -- who does? -- rather, he learned them in the past few years, working on his own and practicing on the subway, using simple techniques and free online resources. In Fluent Forever Wyner reveals what he’s discovered.   The greatest challenge to learning a foreign language is the challenge of memory; there are just too many words and too many rules. For every new word we learn, we seem to forget two old ones, and as a result, fluency can seem out of reach. Fluent Forever tackles this challenge head-on. With empathy for the language-challenged and abundant humor, Wyner deconstructs the learning process, revealing how to build a foreign language in your mind from the ground up.  Starting with pronunciation, you’ll learn how to rewire your ears and turn foreign sounds into familiar sounds. You'll retrain your tongue to produce those sounds accurately, using tricks from opera singers and actors. Next, you'll begin to tackle words, and connect sounds and spellings to imagery, rather than translations, which will enable you to think in a foreign language.  And with the help of sophisticated spaced-repetition techniques, you'll be able to memorize hundreds of words a month in minutes every day. Soon, you'll gain the ability to learn grammar and more difficult abstract words--without the tedious drills and exercises of language classes and grammar books.  This is brain hacking at its most exciting, taking what we know about neuroscience and linguistics and using it to create the most efficient and enjoyable way to learn a foreign language in the spare minutes of your day.

    You might think the problem is your brain. It seems to have a mind of its own, a mind that doesn't always want to take in the dry, technical stuff you're forced to study. The fact is your brain craves novelty. It's constantly searching, scanning, waiting for something unusual to happen. After all, that's the way it was built to help you stay alive. It takes all the routine, ordinary, dull stuff and filters it to the background so it won't interfere with your brain's real work--recording things that matter. How does your brain know what matters? It's like the creators of the Head First approach say, suppose you're out for a hike and a tiger jumps in front of you, what happens in your brain? Neurons fire. Emotions crank up. Chemicals surge. That's how your brain knows.And that's how your brain will learn Java. Head First Java combines puzzles, strong visuals, mysteries, and soul-searching interviews with famous Java objects to engage you in many different ways. It's fast, it's fun, and it's effective. And, despite its playful appearance, Head First Java is serious stuff: a complete introduction to object-oriented programming and Java. You'll learn everything from the fundamentals to advanced topics, including threads, network sockets, and distributed programming with RMI. And the new. second edition focuses on Java 5.0, the latest version of the Java language and development platform. Because Java 5.0 is a major update to the platform, with deep, code-level changes, even more careful study and implementation is required. So learning the Head First way is more important than ever. If you've read a Head First book, you know what to expect--a visually rich format designed for the way your brain works. If you haven't, you're in for a treat. You'll see why people say it's unlike any other Java book you've ever read.By exploiting how your brain works, Head First Java compresses the time it takes to learn and retain--complex information. Its unique approach not only shows you what you need to know about Java syntax, it teaches you to think like a Java programmer. If you want to be bored, buy some other book. But if you want to understand Java, this book's for you.

    This is not an encyclopedic reference book of the past--but rather a cutting edge resource for teachers who want to connect with their techno-savvy 21st century students and in turn connect them to the literature of today. Using themes of exploration and connecting to literature--the authors emphasize actual reading of books, rather than reading about them. The authors also encourage using the Internet to expand our knowledge and interest of literature. Finally, the text contains the most current materials that will get adolescents reading-horror, humor, mystery, science fiction, fantasy, graphic novels and comic books.

    This is the only guide that includes 5 previously administered, full-length ACT tests written by the actual test maker (including 2 NEW practice tests). Also included is ACT content and procedures you'll follow when actually taking the test, along with in-depth review of the optional Writing Test and how it is scored; examples of all the question types; and suggestions on how you might approach the questions. The supplemental CD features a complete electronic copy of Peterson's Cool Colleges 101 and additional online college planning resources from Peterson's.The only guide that includes 5 previously administered, full-length ACT tests written by the actual test maker (including 2 NEW practice tests)ACT content and procedures you'll follow when actually taking the testValuable information about tuition payment plansAll the question types you can expect to find on the ACTSuggestions on how you might approach the questions and Peterson's tried-and-true test-taking strategies and tips

    The title says it is the hard way to learn to writecode but it’s actually not. It’s the “hard” way only in that it’s the way people used to teach things. In this book youwill do something incredibly simple that all programmers actually do to learn a language: 1. Go through each exercise. 2. Type in each sample exactly. 3. Make it run.That’s it. This will be very difficult at first, but stick with it. If you go through this book, and do each exercise for1-2 hours a night, then you’ll have a good foundation for moving on to another book. You might not really learn“programming” from this book, but you will learn the foundation skills you need to start learning the language.This book’s job is to teach you the three most basic essential skills that a beginning programmer needs to know:Reading And Writing, Attention To Detail, Spotting Differences.

    Senator S. I. Hayakawa discusses the role of language in human life, the many functions of language, and how language—sometimes without our knowing—shapes our thinking in this engaging and highly respected book. Provocative and erudite, it examines the relationship between language and racial and religious prejudice; the nature and dangers of advertising from a linguistic point of view; and, in an additional chapter called “The Empty Eye,” the content, form, and hidden message of television, from situation comedies to news coverage to political advertising.

    She proclaims, in her delightfully urbane, witty, and very English way, that it is time to look at our commas and semicolons and see them as the wonderful and necessary things they are. Using examples from literature, history, neighborhood signage, and her own imagination, Truss shows how meaning is shaped by commas and apostrophes, and the hilarious consequences of punctuation gone awry.Featuring a foreword by Frank McCourt, and interspersed with a lively history of punctuation from the invention of the question mark in the time of Charlemagne to George Orwell shunning the semicolon, Eats, Shoots & Leaves makes a powerful case for the preservation of proper punctuation.

    In her previous book, The Well-Trained Mind, the author provided a road map of classical education for parents wishing to home-school their children, and that book is now the premier resource for home-schoolers. In this new book, Bauer takes the same elements and techniques and adapts them to the use of adult readers who want both enjoyment and self-improvement from the time they spend reading.The Well-Educated Mind offers brief, entertaining histories of five literary genres—fiction, autobiography, history, drama, and poetry—accompanied by detailed instructions on how to read each type. The annotated lists at the end of each chapter—ranging from Cervantes to A. S. Byatt, Herodotus to Laurel Thatcher Ulrich—preview recommended reading and encourage readers to make vital connections between ancient traditions and contemporary writing.The Well-Educated Mind reassures those readers who worry that they read too slowly or with below-average comprehension. If you can understand a daily newspaper, there's no reason you can't read and enjoy Shakespeare's Sonnets or Jane Eyre. But no one should attempt to read the "Great Books" without a guide and a plan. Susan Wise Bauer will show you how to allocate time to your reading on a regular basis; how to master a difficult argument; how to make personal and literary judgments about what you read; how to appreciate the resonant links among texts within a genre—what does Anna Karenina owe to Madame Bovary?—and also between genres. Followed carefully, the advice in The Well-Educated Mind will restore and expand the pleasure of the written word.

    In this revision, the author takes a structured approach to explaining how networks function.

    The best-selling brief introduction to public speaking, this succinct and inexpensive guide offers practical coverage of the material typically covered in a full-sized text -- from invention, research, and organization to practice and delivery -- in a concise, inexpensive format perfect for any setting across the curriculum, on the job, or in the community.

    This work offers accesible coverage of the fundamentals of electrodynamics, enhanced with with discussion points, examples and exercises.

    All chapters in this best-seller have been substantially revised to reflect recent discoveries and new understanding of linguistics and languages.