This book is the most engaging, focused and applied HRM text on the market.

    In the highly litigated area of Special Education, it is imperative that professionals in the field understand the legal requirements of providing a free appropriate public education to students with disabilities. This text presents the necessary information for educators to understand the history and development of special education laws and the requirements of these laws. It provides the reader with the necessary skills to locate pertinent information in law libraries, on the Internet, and other sources to keep abreast of the constant changes and developments in the field. The second edition of The Law and Special Education, one of the top special education law books in the field, includes new information on the Individuals with Disabilities Education Act of 2004 and the No Child Left Behind Act of 2001. It has been updated with the latest information on the statutes, regulations, policy guidance, and cases on special education law.

    Pilates’ and William J. Miller’s first complete fitness writings. It details the exercises, poses, and instructions fundamental to the matwork developed by Joseph and Clara Pilates. Based on his concepts of a balanced body and mind, and drawn from the approach espoused by the early Greeks, these are the exercises that continue to sustain a worldwide revolution in fitness strategies and exercise techniques. Joseph Pilates has been nothing short of revolutionary in his impact on the world of fitness and exercise. Readers will learn and view the original 34 exercises that Pilates taught to his students, many of whom have become exercise gurus in their own right. These carefully designed exercises constitute the results of decades of scientific study and research into the variety of physical ills that upset the balance of body and mind. Practitioners of Pilates’ forms and exercises in the 21st century continue to expand upon this earlier work by presenting a variety of creative new approaches involving circular movements, standing postures, and core strengthening exercises using props such as tubes, weights, poles, bands, magic circles, mini-balls, stability balls, foam rollers, and more.Now included in this Revised Edition are 18 additional pages of explanations of what has transpired since the original 1945 work, along with several photo/text sequences of the latest 21st-century enhancements in the Pilates world. There are new descriptive pages of text that first describe the fitness principles evolved from Pilates’ original Contrology work. This is followed by detailed text describing 21st-century evolutionary developments that present the key dancers, choreographers, and leaders in the Pilates Studio and certifying organizations through the present. This section ends with a discussion of evolutionary props and apparatus developments, plus 21st-century sample exercises drawn from our larger new book, Pilates Evolution for the 21st Century. Following this section are three complete prop-based demonstration exercises that include both photographic sequences (four per exercise) and step-by-step instructions for 21st-century Pilates exercises using the magic circle, elastic resistance, and the small fitness mini-ball.

    It bridges the gap between the mechanics of econometrics and modern applications of econometrics by employing a systematic approach motivated by the major problems facing applied researchers today. Throughout the text, the emphasis on examples gives a concrete reality to economic relationships and allows treatment of interesting policy questions in a realistic and accessible framework.

    The authors draw upon extensive industry and classroom experience to explain modern practices of chip design. The introductory chapter covers transistor operation, CMOS gate design, fabrication, and layout at a level accessible to anyone with an elementary knowledge of digital electornics. Later chapters beuild up an in-depth discussion of the design of complex, high performance, low power CMOS Systems-on-Chip.

    Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach.The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package—PMTK (probabilistic modeling toolkit)—that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.

    Essentially, you make an initial guess, and then get more data to improve it. Bayes Theorem, or Bayes Rule, has a ton of real world applications, from estimating your risk of a heart attack to making recommendations on Netflix But It Isn't That Complicated This book is a short introduction to Bayes Theorem. It is only 15 pages long, and is intended to show you how Bayes Theorem works as quickly as possible. The examples are intentionally kept simple to focus solely on Bayes Theorem without requiring that the reader know complicated probability distributions. If you want to learn the basics of Bayes Theorem as quickly as possible, with some easy to duplicate examples, this is a good book for you.

    With an increasing number of graduate and business school applicants and an increasing number of GRE test-takers—now a complete test overhaul by the test-maker—a high GRE score is critical to set yourself apart from the competition.New GRE 2011-2012 Premier with CD-ROM is a comprehensive package that includes a book, CD-ROM, and online companion with in-depth strategies, test information, and practice questions to help students score higher on the new GRE Revised General Test. New GRE 2011-2012 Premier with CD-ROM is fully updated and revised with 75 percent all-new content covering the revised and expanded Verbal, Quantitative, and Analytical Writing Assessment Test sections, including 50 percent new practice questions and brand new strategies for each of the new question types.New GRE 2011-2012 Premier with CD-ROM features:6 full-length practice tests (1 in the book, 5 online)400 practice questions and answer explanations on the CD-ROMA detailed overview of the test changesKey strategies for all New GRE question typesDetails and practice sets for the Verbal and Quantitative sectionsDiagnostic tool in end-of-chapter practice sets for even more targeted practiceAdvice for the graduate school application processKaplan guarantees that readers will score higher on the GRE Revised General Test using our guide—or get their money back.

    The book details the Federal Emergency Management Agency (FEMA) (U.S), the Federal Response Plan (FRP), and the roles, responsibilities, and interrelationship between FEMA and state and local emergency management systems. It also covers the changes in emergency management since the events of September 11, 2001, the latest information on the Office of Homeland Security, and includes several detailed appendices. This Second Edition is completely updated and continues this title's success as a practical reference for students and professionals covering disaster response planning and mitigation.

    It serves as the hands-on resource of choice for companies that recognize knowledge as the only sustainable source of competitive advantage going forward.Drawing from their work with more than thirty knowledge-rich firms, Davenport and Prusak--experienced consultants with a track record of success--examine how all types of companies can effectively understand, analyze, measure, and manage their intellectual assets, turning corporate wisdom into market value. They categorize knowledge work into four sequential activities--accessing, generating, embedding, and transferring--and look at the key skills, techniques, and processes of each. While they present a practical approach to cataloging and storing knowledge so that employees can easily leverage it throughout the firm, the authors caution readers on the limits of communications and information technology in managing intellectual capital.

    In a field as rapidly expanding and diverse as I/O psychology, it's not easy finding a book with just the right balance. Fortunately, Paul Spector's Fourth Edition of Industrial and Organizational Psychology: Research and Practice is up to the job. A balance between cutting-edge topics and core material This Fourth Edition covers both the core material as well as newly emerging topics and cutting-edge findings. Inside, you'll find 125 new references, as well as the latest thinking on team job analysis, drug testing, group problem solving, group diversity, cross-cultural issues in leadership, and more. A balance between research and practice The text's balanced presentation of research and practice equips you with an understanding of the whole field. This balanced approach helps you see the relationship between the science and application of I/O psychology. You'll find detailed summaries of current research, including international studies. In addition, cases introduce you to the wide array of settings and applied work that involve I/O psychologists. A balance between employee performance and well-being I/O psychology isn't just about how the organization can use psychology to improve the efficiency and effectiveness of its workforce; it's also about improving the health of the workforce. This Fourth Edition provides more balance between these two over-arching areas of the field. Connect to online resources from the author's classroom. The author's website features class notes from his I/O psychology course, practice exams, internet exercises, I/O career information, and links to I/O instructor and student resources. Go to www.wiley.com/college/spector for help presenting and studying the material in your textbook, and use these resources to go beyond the text.

    Teaching is literacy and numeracy but, most importantly, it’s showing up with your whole heart. It’s walking kids—and yourself—through the hardest conversations about trauma, loss, grief, racism, or violence. As we work to piece together our education system in the fallout from global pandemic, the focus must be on the teachers. If the people in charge—those teachers—aren’t OK, the students don’t stand a chance.Dr. Jody Carrington and Laurie McIntosh bring together theory and practice, weaving the science of human development with real-life stories and tangible strategies told by those most qualified to share them—our teachers. This book is for those who need a place to land when they want to be reminded that, simply by the choice of their profession, they are a powerful force in shaping our world.

    This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree- based methods, support vector machines, clustering, and more. Color graphics and real-world examples are used to illustrate the methods presented. Since the goal of this textbook is to facilitate the use of these statistical learning techniques by practitioners in science, industry, and other fields, each chapter contains a tutorial on implementing the analyses and methods presented in R, an extremely popular open source statistical software platform. Two of the authors co-wrote The Elements of Statistical Learning (Hastie, Tibshirani and Friedman, 2nd edition 2009), a popular reference book for statistics and machine learning researchers. An Introduction to Statistical Learning covers many of the same topics, but at a level accessible to a much broader audience. This book is targeted at statisticians and non-statisticians alike who wish to use cutting-edge statistical learning techniques to analyze their data. The text assumes only a previous course in linear regression and no knowledge of matrix algebra.

    Updated web links and expanded appendices provide cutting edge information on action research along with new case studies and examples.

    Blending theory with practice, the book helps pre-service and in-service teachers develop the knowledge, skills, attitudes, and beliefs they'll need to construct learning environments that make it possible for all students to reach their potential.