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.

    It is known for scientific accuracy and currency; a modular presentation that helps students to focus on the main concepts; and art that teaches better than any other book. The fifth edition builds upon this success with new features that help students synthesize and connect important topics such as Connecting the Concepts exercises and Key Concepts quizzes; and a variety of tools to help instructors enliven their lectures like our exclusive video clips from Discovery Channel.

    The PADI Open Water Diver course leads to two possible certifications: PADI SCUBA Diver and PADI Open Water Diver. This book covers basic diving certification topics and techniques including:Choosing, using, maintaining, and storing equipment.Basic training, from pool to open waterDiving physiology, including buoyancy, behavior of gases, the bends, and hypothermia.Dive planning, including decompression dives.Safety and first aid.

    Updated information is included about the associated features, culture, age & gender features, prevalence, course & familial pattern of mental disorders. The DSM-IV-TR(R) brings this essential diagnostic tool to-date, to promote effective diagnosis, treatment & quality of care. One can get all the essential diagnostic information from the DSM-IV(R) along with important updates not in the '94 edition. Benefit from new research into Schizophrenia, Asperger's Disorder & other conditions. Utilize additional information about the epidemiology & other facets of DSM conditions. Update ICD-9-CM codes implemented since 1994 including Conduct Disorder, Dementia, Somatoform Disorders.Use of the manual DSM-IV-TR classification Multiaxial assessment Disorders usually 1st diagnosed in infancy, childhood or adolescenceDelirium, dementia & amnestic & other cognitive disordersMental disorders due to a general medical condition Substance-related disorders Schizophrenia & other psychotic disordersMood disorders Anxiety disordersSomatoform disordersFactitious disordersDissociative disordersSexual & gender identity disordersEating disorders Sleep disorders Impulse-control disorders not elsewhere classifiedAdjustment disordersPersonality disordersOther conditions that may be a focus of clinical attentionAdditional codes Appendix A: Decision trees for differential diagnosis Appendix B: Criteria sets & axes provided for further study Appendix C: Glossary of technical terms Appendix D: Highlights of changes in DSM-IV text revisionAppendix E: Alphabetical listing of DSM-IV-TR diagnoses & codesAppendix F: Numerical listing of DSM-IV-TR diagnoses & codesAppendix G: ICD-9-CM codes for selected general medical conditions & medication-induced disordersAppendix H: DSM-IV classification with ICD-10 codesAppendix I: Outline for cultural formulation & glossary of culture-bound syndromesAppendix J: DSM-IV contributorsAppendix K: DSM-IV text revision advisers

    Agile Project Management For Dummies can make that happen. This is the first book to provide a simple, step-by-step guide to Agile Project Management approaches, tools, and techniques. With the fast pace of mobile and web technology development, software project development must keep pace; Agile Project Management enables developers to complete and implement projects more quickly and this book shows you how.Offers a practical context for understanding and applying Agile techniques, moving from theory into actual practice Explains when to use Agile and how to avoid common pitfalls Written by experts who know how to apply the principles in real-world situations Agile Project Management For Dummies enables you to understand and apply Agile principles for faster, more accurate development.

    Each lesson is followed by list of key concepts and sample questions to help you study for your ITIL(R) Foundation certification exam. Chapter review questions, modeled after the real exam questions, reinforce your learning for each unit.Written by an ITIL(R) Expert trainer who has taught thousands of students and hundreds of organizations, "Foundations of IT Service Management with ITIL(R) 2011" provides a reader with the introduction to this approach to IT services without the expense of a formal classroom course. While the focus is primarily on providing information required to pass the ITIL(R) Foundations exam, this book goes beyond those basics to also provide a real understanding of ITIL(R) to further your knowledge and abilities as a valuable part of IT/business alignment. Using a case-study approach, real issues are discussed that represents challenges experienced by almost every IT organization.Everyone prepares for the ITIL(R) Foundation certification exam in different ways. Accompanying the book are numerous study aids to support your study preparation on the supporting web site. Whether you are new to IT or a seasoned professional, this book is one you need to aid in your quest for certification.Included in your purchase is access to the online study resources including:- Exercise guide- Audio "learn while you drive" reviews- Sample exams- Exam syllabus- PDF version of the "100 ITIL Exam Questions" bookCompanies in all industries are requiring ITIL(R) Foundation as a minimum requirement for their staff. Whether you are entering IT for the first time or switching jobs, ITIL(R) Foundation certification is a step toward your desired career.

    Verification that algorithms work is emphasized more than their complexity. An effective use of examples, and huge number of interesting exercises, demonstrate the topics of trees and distance, matchings and factors, connectivity and paths, graph coloring, edges and cycles, and planar graphs. For those who need to learn to make coherent arguments in the fields of mathematics and computer science.

    This text offers students an integrated educational solution to the challenges of the chemistry course with an expanded media programme that works in concert with the text, helping with problem solving, visualization and applications.

    Due to contractual restrictions, we reserve the right not to supply certain territories. Table of Contents Foreword Preface General Introduction Market Milk Special Milks Cream Butter Butteroil Ice Cream Cheese Condensed Milks Dried Milks Dried Milk Products Indian Dairy Products By-Products Appendices Index

    Updates to this edition include a more user-friendly approach, new or updated cases that illustrate top companies addressing real world situations, topical articles written by scholars and practitioners, and more.

    CONGRATULATIONS TO HERBERT KROEMER, 2000 NOBEL LAUREATE FOR PHYSICS For upper-division courses in thermodynamics or statistical mechanics, Kittel and Kroemer offers a modern approach to thermal physics that is based on the idea that all physical systems can be described in terms of their discrete quantum states, rather than drawing on 19th-century classical mechanics concepts.

    Electric Circuits is the most widely used introductory circuits textbook of the past decade. The book has remained popular due to its success in implementing three themes throughout the text: (1) It builds an understanding of concepts based on information the student has previously learned; (2) The text helps stress the relationship between conceptual understanding and problem-solving approaches; (3) The authors provide numerous examples and problems that use realistic values and situations to give students a strong foundation of engineering practice.

    Its popularity among open-source developers makes Git a necessary tool for professional programmers, but it can also do wonders for your personal coding workflow. You’ll be able to experiment with new ideas, radically refactor existing code, and efficiently share changes with other developers—all without the slightest worry towards breaking your project.This comprehensive guide will walk you through the entire Git library, writing code and executing commands every step of the way. You'll create commits, revert snapshots, navigate branches, communicate with remote repositories, and experience core Git concepts first-hand.Designed for newcomers to distributed development, Ry's Git Tutorial presents this complex subject in simple terms that anyone can understand. Beginner and veteran programmers alike will find this book to be a fun, fast, and friendly introduction to Git-based revision control.

    KEY TOPICS Topical selection is based on the significance of each topic in modern industrial applications and the impact that each topic is likely to have in emerging technologies. Integrated circuit theory is covered extensively, including coverage of analog and digital integrated circuit design, operational amplifier theory and applications, and specialized electronic devices and circuits such as switching regulators and optoelectronics. For electronic engineers and technologists.

    This bookpresents an introductory survey of computer science. It explores thebreadth of the subject while including enough depth to convey anhonest appreciation for the topics involved. The new edition includesreorganization of some key material for enhanced clarity (SoftwareEngineering and Artificial Intelligence chapters), new and expandedmaterial on Security and Data Abstractions, more on ethics anddifferent ethical theories in Chapter 0. Anyone interested in gaining athorough introduction to Computer Science.