During the past decade there has been an explosion in computation and information technology. With it have 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 is 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 a

The aim of this monograph is to discuss several elliptic problems on Rn with two main features: they are variational and perturbative in nature, and standard tools of nonlinear analysis based on compactness arguments cannot be used in general. For these problems, a more specific approach that takes advantage of such a perturbative setting seems to be the most appropriate. The first part of the book is devoted to these abstract tools, which provide a unified frame for several applications, often considered different in nature.Such applications are discussed in the second part, and include semilinear ellipticproblems on Rn, bifurcation from the essential spectrum, the prescribed scalarcurvature problem, nonlinear SchrAdinger equations, and singularly perturbedelliptic problems in domains. These topics are presented in a systematic andunified way.

Designed with the beginning journalism student in mind, this undergraduate textbook for fledgling reporters is a reference guide and an instructive text full of real-world examples and writing exercises. Conrad C. Fink, a longtime reporter and bureau chief with the Associated Press, leads intro journalism students through the basics of news writing, followed by analytical, interpretive, and opinion writing, including specialty coverage-sports, science, business, technology, and profiles. This text makes use of a wide range of real-world examples and uses a direct, minimalist writing style developed by the author in 45 years of experience in journalism and teaching. Chapters include exercises that introduce students to a writing opportunity or problem, reproduce a real-life example of how a seasoned journalist handled it, then discuss the point made. In this wise and highly usable text, Fink will ease the path toward becoming a better writer-giving students the tools they need to communicate clearly and effect

An expanding series of short, specialist English courses for different professions, work skills, and industries.

Whether you're contemplating a career as a technical writer or you just got tapped for a technical writing project, this friendly guide is your ticket for getting your tech writing skills up to par. Wordsmith Sheryl Lindsell-Roberts shows you step-by-step how to get organized, write clearly, and produce everything from spec sheets to online help systems.

Engaging topics, motivating role-plays, and a variety of exercises provide a framework for each specialist subject Tip boxes in each unit include key language points, useful phrases, and strategies STARTER section at the beginning of each unit has warm-up and awareness-raising activities OUTPUT sections at the end of each unit encourage discussion and reflection Answers, tran*s, and a glossary of useful phrases at the back of each book Self-study material on the interactive MultiROM includes realistic listening extracts and interactive exercises for extra practice

Most top business schools require multiple essays, and this book is your best bet for acing them all. Business School Essays That Made a Difference, 2nd Edition, contains over 50 essays as well as interviews with admissions pros and with students who've been through the process and made it to business school. Inside you’ll find interviews with admissions officers from the following schools: Babson College, Olin Graduate School of Business Columbia University Tulane University–Freeman School of Business University of California–Berkeley University of Chicago

An expanding series of short, specialist English courses for different professions, work skills, and industries.

? Get the scoop on the essentials like cost, financial aidofferings, admissions requirements, deadlines, studentdemographics, campus activities, and facilities, all in auser-friendly format. ? Check out every school’s scores in three rating categories:Admissions Selectivity, Fire Safety, and Green Ratings! Inside the Complete Book of Colleges, you’ll find meticulouslyresearched information that will help you narrow the search for thebest college for you! Each user-friendly profile answers yourquestions, including: ? How much are tuition and other student fees and costs? ? What types of financial aid are available, and when are theapplications due? ? What do admissions officers most look for? Are some factors,such as recommendations and test scores, more important thanothers? ? Which majors are the most popular and have the highestenrollment? ? What is the housing like, and how accessible is technology oncampus? ? What are the key campus organizations, athl

Every English-language writer knows Strunk and White's famous little writing manual, The Elements of Style. Many people between the ages of seventeen and seventy can recite the book's mantra--make every word tell--and still refer to their tattered grade school copy when in need of a hint on how to make a turn of phrase clearer, or a reminder on how to enliven prose with the active voice. Considering that millions of copies have been sold to millions of devotees, you might not think to ask what could enhance this (almost) perfect classic. In fact, the addition of illustrations allows readers to experience the book's contents in a completely new way, making the whole learning experience more colorful and clear, as well as adding a whimsical element that compliments the subtly humorous tone of the prose. The Elements of Style Illustrated will come to be known as the definitive, must-have edition. Maira Kalman is the offbeat and wildly talented illustrator of twelve children's books, numerous covers