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This bestseller helps students understand the algorithms of machine learning. It puts them on a path toward mastering the relevant mathematics and statistics as well as the necessary programming and experimentation. Along with improved Python code, this second edition includes two new chapters on deep belief networks and Gaussian processes. It incorporates new material on the support vector machine, random forests, the perceptron convergence theorem, filters, and more. All of the code is available on the author¿s website.
Currently available topography books focus only on the technology behind topography, or a particular application of topography, as opposed to presenting a comprehensive collection of topographic patterns that provide quick, consistent pattern recognition and identification.
Showing how students can be taught to write effectively, Kelly shares a number of classroom-tested strategies that enable teachers to understand the importance of teaching writing, and also motivate young writers to see the importance modelling plays, as well as many other techniques.
An illustrated quick reference which provides the rehabilitation professional with a very basic approach to various goniometric techniques.
As the complexity and criticality of software increase and projects are pressed to develop software faster and more cheaply, it becomes even more important to ensure that software-intensive systems are reliable and safe. This book helps you develop, manage, and approve safety-critical software more efficiently and effectively. Although the focus is on aviation software and compliance with RTCA/DO-178C and its supplements, the principles also apply to other safety-critical software. Written by an international authority on the subject, this book brings you a wealth of best practices, real-world examples, and concrete recommendations.
This book uses examples in OpenGL and OpenGL Shading Language to present the theory and application of shader programming. It explains how to program graphics shaders effectively for use in art, animation, gaming, and visualization. Along with improved graphics and new examples and exercises, this edition includes a new chapter on converting a fixed-function OpenGL program to a shader-based OpenGL program. It also explains how best to use tessellation shaders, illustrates the importance of the invariant qualifier for multipass rendering, and presents new applications, including terrain bump-mapping and LIDAR data.
"A chronicle of one of the most unusual series of events in the history of medicine, this book tells the story a group of men and women clinicians, administrators, frontline workers, trustees, and leaders blessed with vision, courage, and a relentless determination to improve. It is the story of a medical center transformed. Ultimately, it is the story of a new and possibly better way to take on the challenge we face in the United States today to provide superb medical care to our people while at the same time controlling costs"--Provided by publisher.
In Our Clients' Shoes conveniently assembles a number of important papers on the Therapeutic Assessment approach in one resource, explicating its history, theory, techniques, as well as its impact on clients and assessors. Author Stephen E. Finn incorporates pieces presented at various conferences over the past 13 years, in addition to previously unpublished work, with the intent to allow psychologists greater insight into their clients' perspectives.Arranged in three sections, the first set of papers describes the history and development of Therapeutic Assessment, including personal experiences of the author, which ultimately led him to focus on psychological assessment as a potential therapeutic intervention. The second section follows with a variety of essays to illustrate particular techniques of collaborative and Therapeutic Assessment. In this section, readers gain an understanding of how to integrate test findings, engage clients in discussing their experiences of a test, conduct assessment intervention sessions, and teach Therapeutic Assessment to graduate students. Finn concludes by drawing a link between Therapeutic Assessment and two major schools of psychotherapy: intersubjectivity theory and control-mastery theory. He also discusses how assessors grow and change as a result of practicing psychological assessment, and addresses practical matters such as when to apply the approach, how to bill for Therapeutic Assessment sessions, how to market Therapeutic Assessment, and where to find professional support for this kind of work.In Our Clients' Shoes is appropriate for all clinicians who wish to further impact the lives of their clients and enhance their own wisdom, compassion, and personal and professional development.
Presenting the developments in QRM since the publication of Rajan Suri's landmark text, Quick Response Manufacturing, this book illustrates how QRM can not only reduce lead times but also improve quality, reduce operating costs, and enable companies to gain a substantial market share. It explains how factories in advanced nations can us
Explores geometry and tilings through the art of origami. This book provides the fundamentals of origami tessellations - including techniques to tessellation folding - as well as step-by-step instructions for 25 origami tessellation projects. It is suitable for beginners, intermediate folders, and expert origamists.
Provides potential process industry change agents with the information needed to eliminate waste and achieve sustainable optimal efficiency. This book focuses on developing the four measures of Lean: Business Results; Consistent Lean Enterprise Culture; Continuous Process Improvement; and, Cultural Enablers.
Of the many conceptual distinctions present in psychology, the approach-avoidance distinction stands out as one of, if not the, most fundamental and basic. This volume is designed to illustrate and highlight the central importance of this distinction.
This book grew out of a course of lectures given to third year undergraduates at Oxford University and it has the modest aim of producing a rapid introduction to the subject. It is designed to be read
Michael Young has christened the oligarchy of the future "Meritocracy
This book focuses on the exclusionary practices against Indian Muslims and discusses the politics of vote bank and appeasement, marginalisation of women, Muslim Personal Law, development, integration, exclusion, violence, identity, minority, multiculturalism and nationalism.
Lifespan Human Function, and Occupation provides allied health students with a thorough and nuanced understanding of human development through a unique multi-dimensional framework, including biological, psychological, and sociological perspectives, which can then be translated into best-practice in their professional careers.
This accessible, practitioner-focused textbook details a comprehensive classroom behavior management framework that is easy to understand and implement within a K-12 classroom.
Provides an overview of the methodology and applications of likelihood methods in survival analysis. It covers all the important topics, including competing risks and joint models. It includes lots of examples to illustrate the methods, and R code for their implementation. A supplementary R package includes all code and data.
This handbook covers basic subjects that mechanical engineers will meet in their careers as well as the analysis of important machine elements, including shafts, lugs, and shear pins together with mechanical fasteners such as bolts. Emphasizing the use of hand calculations rather than dedicated software enables engineers and engineering students to understand the reasoning behind a particular approach, so that a solution can be readily obtained in the absence of a computer. The chapters cover the general problems that engineers encounter during their work¿similar to the problems the writer had to solve in his early career¿and provide detailed solutions to such problems.
NAGC Pre-K-Grade 12 Gifted Education Programming Standards: A Guide to Planning and Implementing High-Quality Services details six standards that address the areas critical to effective teaching and learning, along with suggestions for implementing each one.
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