However, these activities can be viewed as two facets of the same field, and together they have undergone substantial development over the past ten years. In particular, Bayesian methods have grown from a specialist niche to become mainstream, while graphical models have emerged as a general framework for describing and applying probabilistic models. Also, the practical applicability of Bayesian methods has been greatly enhanced through the development of a range of approximate inference algorithms such as variational Bayes and expectation propagation. Similarly, new models based on kernels have had a significant impact on both algorithms and applications. This new textbook reflects these recent developments while providing a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as researchers and practitioners, and assumes no previous knowledge of pattern recognition or machine learning concepts. Knowledge of multivariate calculus and basic linear algebra is required, and some familiarity with probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.

    By staying current, remaining relevant, and adapting to emerging course needs, this market-leading text has continued to define the operating systems course. This Seventh Edition not only presents the latest and most relevant systems, it also digs deeper to uncover those fundamental concepts that have remained constant throughout the evolution of today's operation systems. With this strong conceptual foundation in place, students can more easily understand the details related to specific systems. New Adaptations * Increased coverage of user perspective in Chapter 1. * Increased coverage of OS design throughout. * A new chapter on real-time and embedded systems (Chapter 19). * A new chapter on multimedia (Chapter 20). * Additional coverage of security and protection. * Additional coverage of distributed programming. * New exercises at the end of each chapter. * New programming exercises and projects at the end of each chapter. * New student-focused pedagogy and a new two-color design to enhance the learning process.

    Incorporating OD ethics and values into each chapter, Donald L. Anderson provides discussion of the real-world application of these theoretical ideas. In-depth case studies that follow major content chapters allow students to immediately apply what they have learned. In today's challenging environment of increased globalization, rapidly changing technologies, economic pressures, and expectations in the contemporary workforce, this book is an essential tool.

    The material is reinforced with numerous examples to illustrate principles and imaginative, well-illustrated problems of varying degrees of difficulty. The book is committed to developing users' problem-solving skills. Features new "Photorealistc" figures (approximately 400) that have been rendered in often 3D photo quality detail to appeal to visual learners. Presents a thorough combination of both static and dynamic engineering mechanics theory and applications. Features a large variety of problem types from a broad range of engineering disciplines, stressing practical, realistic situations encountered in professional practice, varying levels of difficulty, and problems that involve solution by computer. For professionals in mechanical engineering, civil engineering, aeronautical engineering, and engineering mechanics careers.

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

    But most people only use the bare minimum SSH offers. Used properly, SSH simplifies your job and improves security.This book saves you from sifting a decade of obsolete online tutorials and quickly gets you running:SSH with the OpenSSH server and the PuTTY and OpenSSH clients. You will:Eliminate passwords.Manage access to your SSH server by users, groups, addresses, and moreSecurely move files around your networkForward graphic displays from one host to anotherForward TCP/IP connections Centrally manage host keys and client configurationsUse SSH as a secure transport for other applicationsSecure applications run over SSHBuild Virtual Private Networks with OpenSSHAnd more! This book quickly and painlessly simplifies life for anyone using SSH.Review"Michael W. Lucas is one of my favorite technical authors, and every book he writes is a must-read for IT professionals." - Richard Bejtlich, CSO, MANDIANT, and TaoSecurity blogger"...SSH Mastery is a title that Unix users and system administrators like myself will want to keep within reach..." - Peter Hansteen"This stripping-down of the usual tech-book explanations gives it the immediacy of extended documentation on the Internet. ...an in-depth presentation from someone who used OpenSSH to do a number of things, and paid attention while doing it." - Justin Sherrill, DragonFly BSD Digest

    a quick, easy reference to using your Kindle Paperwhite — to the max! Amazon’s Paperwhite is the handiest, best value e-reader, and is your portal to an infinite universe of education and entertainment — and this handy book helps you get the maximum bang for your Kindle bucks. You’ll see how to quickly set up your Paperwhite, navigate the touch-screen and buy, borrow, and browse the world’s largest library of digital books. This reference guide from Amazon guru Steve Weber demystifies the Paperwhite and explains in plain English how to master the Kindle basics, and covers much more, including secret tips, tricks and shortcuts you won’t find elsewhere. Each section includes clearly written step-by-step instructions, illustrated with screenshots and menus just like you’ll see on your own Kindle’s screen. You’ll see how to: > Change your Paperwhite’s setting just the way you want. > Charge your Kindle’s battery properly and prolong its life. > Enjoy an infinite supply of the best books. > Use personal and office documents, including PDFs. Chuck your laptop, and do all your reading on the Kindle! > The easy way to harvest your own content and get it onto your Paperwhite, including gems you didn’t buy at Amazon. > How to download, organize and read your favorite books, magazines and newspapers on the Kindle Fire. > How to get current and archived editions of the world’s most popular newspapers, magazines and websites streamed to your Kindle—updated constantly, with no fees whatsoever! > Use Amazon’s free “Cloud” service for unlimited storage of your digital content. > Find the best free content in the world, downloadable to your Kindle. (You might never have to pay for books, movies or music again—ever!) About the author: Steve Weber has been writing about Amazon for nearly a decade. He is the founding publisher of KindleBuffet.com, a daily website featuring outstanding Kindle books offered free that day.

    In a self-contained manner it proceeds from mathematical and theoretical considerations to actual practical computer routines. With over 100 new routines bringing the total to well over 300, plus upgraded versions of the original routines, the new edition remains the most practical, comprehensive handbook of scientific computing available today.

    Problems are designed to progressively enhance MATLAB-use proficiency, so students need not be familiar with MATLAB at the start of your course. Program scripts that are answers to exercises in the text are available at no charge in electronic form (see Teaching Resources below). *Supplement and Review Mini-Chapters after each of the text's three parts contain an extensive review list of terms, test-like problem sets with answers, and detailed suggestions on supplemental reading to reinforce students' learning and help them prepare for exams. *Read-Only Chapters, strategically placed to provide a change of pace during the course, provide informative, yet enjoyable reading for students. *Measurement Details and Results samples offer students a realistic perspective on the seldom-perfect nature of device characteristics, contrary to the way they are often represented in introductory texts. Content Highlig

    Intended for professional development programs in introductory database management.

    It features excellent examples and access to Addison Wesley's database Web site that includes further teaching, tutorials and many useful student resources.

    It gives clear descriptions of linear systems and uses mathematics not only to prove axiomatic theory, but also to enhance physical and intuitive understanding.

    Working out the design of a machine as a whole, or its components, usually involvesthe use of several formulae, graphs, standard tables and other relevant data. Availability of all such information in one handbook not only eliminates the unnecessary task ot remembering the required formulae and equations, but also helps design engineers to solve the problems in machine design quickly and efficiently.This handbook has been prepared keeping these basics in mind. References have been made to several standard textbooks on machine design while compiling the data of this book. In the preparation of the fourth edition, most of the chapters and topics have been upgraded and improved by adding additional information on current design.

    Digital Integrated Circuits maintains a consistent, logical flow of subject matter throughout. KEY TOPICS: Addresses today's most significant and compelling industry topics, including: the impact of interconnect, design for low power, issues in timing and clocking, design methodologies, and the tremendous effect of design automation on the digital design perspective. MARKET: For readers interested in digital circuit design.

    At the dawn of the Industrial Revolution in eighteenth-century England, standards of measurement were established, giving way to the development of machine tools—machines that make machines. Eventually, the application of precision tools and methods resulted in the creation and mass production of items from guns and glass to mirrors, lenses, and cameras—and eventually gave way to further breakthroughs, including gene splicing, microchips, and the Hadron Collider.Simon Winchester takes us back to origins of the Industrial Age, to England where he introduces the scientific minds that helped usher in modern production: John Wilkinson, Henry Maudslay, Joseph Bramah, Jesse Ramsden, and Joseph Whitworth. It was Thomas Jefferson who later exported their discoveries to the fledgling United States, setting the nation on its course to become a manufacturing titan. Winchester moves forward through time, to today’s cutting-edge developments occurring around the world, from America to Western Europe to Asia.As he introduces the minds and methods that have changed the modern world, Winchester explores fundamental questions. Why is precision important? What are the different tools we use to measure it? Who has invented and perfected it? Has the pursuit of the ultra-precise in so many facets of human life blinded us to other things of equal value, such as an appreciation for the age-old traditions of craftsmanship, art, and high culture? Are we missing something that reflects the world as it is, rather than the world as we think we would wish it to be? And can the precise and the natural co-exist in society?