Graphical Models for Machine Learning and Digital Communication

A guide for engineers to using the new kind of oscilloscope that has long supplanted the analog storage type and are now nearly as sophisticated as real-time models. Explains how they work, and descri

Your go-to, quick reference guidebook on business etiquette and communications In an increasingly digital landscape, where businesses and clients are spread out across the globe, there’s never be

If you are serious about digital photography, then this clear, concise guide is the ideal companion for fast and efficient learning. Simply Digital Photography offers techniques that can be used to m

Digital electronics is a little more abstract than analog electronics, and trying to find a useful starter book can be tough. For those interested in learning digital electronics, with a practical app

Provides a modern mathematical approach to the design of communication networks for graduate students, blending control, optimization, and stochastic network theories. A broad range of performance analysis tools are discussed, including important advanced topics that have been made accessible to students for the first time. Taking a top-down approach to network protocol design, the authors begin with the deterministic model and progress to more sophisticated models. Network algorithms and protocols are tied closely to the theory, illustrating the practical engineering applications of each topic. The background behind the mathematical analyses is given before the formal proofs and is supported by worked examples, enabling students to understand the big picture before going into the detailed theory. End-of-chapter problems cover a range of difficulties, with complex problems broken into several parts, and hints to many problems are provided to guide students. Full solutions are available

Continuing to emphasize numerical and graphical methods, An Introduction to Generalized Linear Models, Third Edition provides a cohesive framework for statistical modeling. This new edition of a bests

An Introduction to Generalized Linear Models, Fourth Edition provides a cohesive framework for statistical modelling, with an emphasis on numerical and graphical methods. This new edition of a bestsel

An Introduction to Generalized Linear Models, Fourth Edition provides a cohesive framework for statistical modelling, with an emphasis on numerical and graphical methods. This new edition of a bestsel

Transfer learning deals with how systems can quickly adapt themselves to new situations, tasks and environments. It gives machine learning systems the ability to leverage auxiliary data and models to help solve target problems when there is only a small amount of data available. This makes such systems more reliable and robust, keeping the machine learning model faced with unforeseeable changes from deviating too much from expected performance. At an enterprise level, transfer learning allows knowledge to be reused so experience gained once can be repeatedly applied to the real world. For example, a pre-trained model that takes account of user privacy can be downloaded and adapted at the edge of a computer network. This self-contained, comprehensive reference text describes the standard algorithms and demonstrates how these are used in different transfer learning paradigms. It offers a solid grounding for newcomers as well as new insights for seasoned researchers and developers.

This concise overview of digital signal generation will introduce you to powerful, flexible and practical digital waveform generation techniques. These techniques, based on phase-accumulation and phase-amplitude mapping, will enable you to generate sinusoidal and arbitrary real-time digital waveforms to fit your desired waveshape, frequency, phase offset and amplitude, and to design bespoke digital waveform generation systems from scratch. Including a review of key definitions, a brief explanatory introduction to classical analogue waveform generation and its basic conceptual and mathematical foundations, coverage of recursion, DDS, IDFT and dynamic waveshape and spectrum control, a chapter dedicated to detailed examples of hardware design, and accompanied by downloadable Mathcad models created to help you explore 'what if?' design scenarios, this is essential reading for practitioners in the digital signal processing community, and for students who want to understand and apply digital

Automatic speech recognition (ASR) is a very attractive means for human-machine interaction. The degree of maturity reached by speech recognition technologies during recent years allows the developmen

An essential guide to the background, design, and application of common-mode filtering structures in modern high-speed differential communication links Written by a team of experts in the field, Elect

In the current rush to adopt and expand digital learning, many important considerations are being overlooked that will have major consequences for the future of American public education. As private e

A one-stop guide for public health students and practitioners learning regression analysis and statistical methods This book is written for public health professionals and students interested in apply

This work explores the potential of digital media to rectify the disparity between formal learning contexts and contemporary perceptions and expectations of narrative. How can education systems respon

SELOC Marine tune-up and repair manuals provide the most comprehensive, authoritative information available for outboard, inboard and stern-drive engines, as well as personal watercraft. SELOC has bee

Covering everything from signal processing algorithms to integrated circuit design, this complete guide to digital front-end is invaluable for professional engineers and researchers in the fields of signal processing, wireless communication and circuit design. Showing how theory is translated into practical technology, it covers all the relevant standards and gives readers the ideal design methodology to manage a rapidly increasing range of applications. Step-by-step information for designing practical systems is provided, with a systematic presentation of theory, principles, algorithms, standards and implementation. Design trade-offs are also included, as are practical implementation examples from real-world systems. A broad range of topics is covered, including digital pre-distortion (DPD), digital up-conversion (DUC), digital down-conversion (DDC) and DC-offset calibration. Other important areas discussed are peak-to-average power ratio (PAPR) reduction, crest factor reduction (CFR)

Kachur (education, Illinois State U., Normal) et al. illustrate how instructional leaders can use classroom walkthroughs for school improvement, providing 18 different models that have been implemente

This Element discusses how shiny, an R package, can help instructors teach quantitative methods more effectively by way of interactive web apps. The interactivity increases instructors' effectiveness by making students more active participants in the learning process, allowing them to engage with otherwise complex material in an accessible, dynamic way. The Element offers four detailed apps that cover two fundamental linear regression topics: estimation methods (least squares, maximum likelihood) and the classic linear regression assumptions. It includes a summary of what the apps can be used to demonstrate, detailed descriptions of the apps' full capabilities, vignettes from actual class use, and example activities. Two other apps pertain to a more advanced topic (LASSO), with similar supporting material. For instructors interested in modifying the apps, the Element also documents the main apps' general code structure, highlights some of the more likely modifications, and goes through

In the twenty-first century, educators around the world are being told that they need to transform education systems to adapt young people for the challenges of a global digital knowledge economy. Too

In the twenty-first century, educators around the world are being told that they need to transform education systems to adapt young people for the challenges of a global digital knowledge economy. Too

A resource for educators offers an effective tool to help teenagers with learning difficulties develop skills in social interaction, communication and conflict resolution, and to build their confidenc

It is widely accepted that when home and school work together, children's learning improves. Although this fact is readily acknowledged, communication between school and home is still often one-sided

Improve parent engagement for better communication and an environment of partnership.This second edition of Parent-Friendly Early Learning brings to life real scenarios that care providers face in tod

Place Your Students At The Forefront of 21st Century Media ProductionAll education hinges on effective communication. This book shows how student mastery of media literacy and creation is the key to d

This easy-to-use and practical book offers teachers 50 content area learning strategies--each with directions, models and templates to design effective lessons that scaffold learning strategies with l

This book examines the importance of Traditional Ecological Knowledge (TEK) and how it can provide models for a time-tested form of sustainability needed in the world today. The essays, written by a team of scholars from diverse disciplinary backgrounds, explore TEK through compelling cases of environmental sustainability from multiple tribal and geographic locations in North America and beyond. Addressing the philosophical issues concerning indigenous and ecological knowledge production and maintenance, they focus on how environmental values and ethics are applied to the uses of land.Grounded in an understanding of the profound relationship between biological and cultural diversity, this book defines, interrogates, and problematizes, the many definitions of traditional ecological knowledge and sustainability. It includes a holistic and broad disciplinary approach to sustainability, including language, art, and ceremony, as critical ways to maintain healthy human-environment relations.

In Educating Artists for the Future, some of the world’s most innovative thinkers about higher education in the arts offer fresh directions for educating artists and designers for a post-digital futur

This book takes a fresh look at approaches to teaching reading, writing and communication skills. It presents a wealth of innovative ideas specifically designed to support visual learners, including t

This six-volume handbook covers the latest practice in technical and vocational education and training (TVET). It presents TVET models from all over the world, reflections on the best and most innova

Schiff has done digital communications and radar work in industry for 35 years, and teaches courses and seminars on it in California and elsewhere. Here he pulls together his answers over the years to

Communication scholars examine the ways in which their communicative practices and the cultural space designed for learning in higher education influence the lives of students and faculty with disabil

Creating innovative products and game-changing processes, and adapting to new cultures and communication styles, have all become imperative for business survival. Today s business leaders, from Fortun

Few communication behaviors are more consequential to the development and maintenance of close relationships than the expression of affection. Indeed, people often use affectionate gestures to initiate or accelerate relationship development. In contrast, the absence of affection in established relationships frequently coincides with relational deterioration. This text explores the scientific research on affection exchange that has emerged from the disciplines of communication, social and clinical psychology, family studies, psychophysiology, sociology, nursing, and behavioral health. Specific points of focus include the individual and relational benefits - including health benefits - of affectionate behavior, the significant detriments associated with lacking sufficient affection, and the risks of expressing affection. It also discusses the primary social and cultural influences on affection exchange, critiques principal theories and measurement models, and offers suggestions for futur

Few communication behaviors are more consequential to the development and maintenance of close relationships than the expression of affection. Indeed, people often use affectionate gestures to initiate or accelerate relationship development. In contrast, the absence of affection in established relationships frequently coincides with relational deterioration. This text explores the scientific research on affection exchange that has emerged from the disciplines of communication, social and clinical psychology, family studies, psychophysiology, sociology, nursing, and behavioral health. Specific points of focus include the individual and relational benefits - including health benefits - of affectionate behavior, the significant detriments associated with lacking sufficient affection, and the risks of expressing affection. It also discusses the primary social and cultural influences on affection exchange, critiques principal theories and measurement models, and offers suggestions for futur

Designed for students of speech-language pathology, audiology and clinical linguistics, this valuable text introduces students to all aspects of the assessment, diagnosis and treatment of clients with developmental and acquired communication disorders through a series of structured case studies. Each case study includes questions which direct readers to important features of the case that will facilitate clinical learning. A selection of further readings encourages students to extend their knowledge of communication disorders. Key features of this book include: • 48 detailed case studies based on actual clients with communication disorders • 25 questions within each case study • Fully-worked answers to every question • 105 suggestions for further reading The text also develops knowledge of the epidemiology, aetiology, and linguistic and cognitive features of communication disorders, highlights salient aspects of client histories, and examines assessments and interventions used in the m

Designed for students of speech-language pathology, audiology and clinical linguistics, this valuable text introduces students to all aspects of the assessment, diagnosis and treatment of clients with developmental and acquired communication disorders through a series of structured case studies. Each case study includes questions which direct readers to important features of the case that will facilitate clinical learning. A selection of further readings encourages students to extend their knowledge of communication disorders. Key features of this book include: • 48 detailed case studies based on actual clients with communication disorders • 25 questions within each case study • Fully-worked answers to every question • 105 suggestions for further reading The text also develops knowledge of the epidemiology, aetiology, and linguistic and cognitive features of communication disorders, highlights salient aspects of client histories, and examines assessments and interventions used in the m

SELOC Marine tune-up and repair manuals provide the most comprehensive, authoritative information available for outboard, inboard and stern-drive engines, as well as personal watercraft. SELOC has bee