This book teaches the full process of how to conduct machine learning in an organizational setting. It develops the problem-solving mind-set needed for machine learning and takes the reader through several exercises using an automated machine learning tool. To build experience with machine learning, the book provides access to the industry-leading AutoML tool, DataRobot, and provides several data sets designed to build deep hands-on knowledge of machinelearning.
The comprehensive "bible" for financial experts providing litigation support The Litigation Services Handbook is the definitive guide for financial experts engaged in litigation services. Attorneys require financial experts now more than ever, and this book provides the guidance you need to provide a high level of service as witness and consultant. Enhance your litigation skills as you delve into the fine points of trial preparation, deposition, and testimony; project authority under examination, and hold up to tough questions under cross-examination. Fraud investigations are a major component of litigation support services, and this book delves deep into Sarbanes-Oxley compliance and other relevant topics to give you a foundational understanding of how these cases are prosecuted, and your role as the financial services expert. This updated sixth edition includes new coverage of technology's role in the financial expert's practice, and the focus on investigations provides practical insight from leading experts in the field. From the process itself to proving damages, this indispensable reference covers all aspects of litigation services. Providing litigation support requires more than just your financial expertise; you also need a working knowledge of relevant case law, and a deep understanding of both the litigation process and the finer points of courtroom appearances. This book provides the insight and perspective you need to provide superior service to attorneys and their clients. Understand your role in trial preparation and testimony presentation Provide authoritative responses to direct and cross examination Examine and analyze Sarbanes-Oxley rulings Lend financial expertise to fraud investigations The growing demand for financial expert litigation services has created a niche market for CPAs, creating a lucrative opportunity for qualified accountants who also possess the specialized knowledge the role requires. The Litigation Services Handbook is THE essential guide for anyone involved in financial litigation.
Foucault’s personal and political experimentation, its ambiguous legacy, and the rise of neoliberal politics Part intellectual history, part critical theory, The Last Man Takes LSD challenges the way we think about both Michel Foucault and modern progressive politics. One fateful day in May 1975, Foucault dropped acid in the southern California desert. In letters reproduced here, he described it as among the most important events of his life, one which would lead him to completely rework his History of Sexuality. That trip helped redirect Foucault’s thought and contributed to a tectonic shift in the intellectual life of the era. He came to reinterpret the social movements of May ’68 and reposition himself politically in France, embracing anti-totalitarian currents and becoming a critic of the welfare state. Mitchell Dean and Daniel Zamora examine the full historical context of the turn in Foucault’s thought, which included studies of the Iranian revolution and French socialist politics, through which he would come to appreciate the possibilities of autonomy offered by a new force on the French political scene that was neither of the left nor the right: neoliberalism.
Economic growth has traditionally been attributed to the increase in national production arising from technological innovation. Using a panel of seventy-nine countries bridging the North-South divide, Patent Intensity and Economic Growth is an important empirical study on the uncertain relationship between patents and economic growth. It considers the impact of one-size-fits-all patent policies on developing countries and their innovation-based economic growth, including those policies originating from the World Intellectual Property Organization, the World Trade Organization and the World Health Organization, as well as initiatives derived from the TRIPS Agreement and the Washington Consensus. This book argues against patent harmonization across countries and provides an analytical framework for country group coalitioning on policy at UN level. It will appeal to scholars and students of patent law, national and international policy makers, venture capitalist investors, and research and development managers, as well as researchers in intellectual property, innovation and economic growth.
How the authority of medicine is continuously shaped by relationships among physicians, industry, colleagues, and organizations Exploring how the authority of medicine is controlled, negotiated, and organized, Managing Medical Authority asks: How is knowledge shared throughout the profession? Who makes decisions when your heart malfunctions—physicians, hospital administrators, or private companies who sell pacemakers? How do physicians gain and keep their influence? Arguing that medicine’s authority is managed in collegial competition across venues, Daniel Menchik examines the full range of stakeholders driving the direction of the field: medical trainees, clinicians, researchers, administrators, and even the corporations that develop groundbreaking technologies enabling longer and better lives. Menchik takes us into Superior Hospital to witness surgeries and executive negotiations. He moves outside the hospital to watch professional committees craft standards for treatments, case management, and professional ethics. At industry-sponsored meetings, he observes company representatives who train some experienced doctors on their technologies, while deterring others who they think might injure patients. Using an innovative ethnographic approach tying individual actions and their collective consequences, he considers how stakeholders ally across the various venues of medicine, even as they are sometimes pressed into competition within those venues. Menchik finds that these alliances and rivalries strengthen the authority of medicine as a whole. From place to place, and group to group, we see how a medical specialty renews and reinvigorates itself. Beginning within the walls of the hospital, and moving to the professional and commercial venues that shape it, Managing Medical Authority offers an agenda-setting take on the social organization of medical authority.
The income of blacks in most northern industrial states today is lower relative to the income of whites than in 1949.Fusfeld and Bates examine the forces that have led to this state of affairs and find that these economic relationships are the product of a complex pattern of historical development and change in which black-white economic relationships play a major part, along with patterns of industrial, agricultural, and technological change and urban development. They argue that today's urban racial ghettos are the result of the same forces that created modern America and that one of the by-products of American affluence is a ghettoized racial underclass. These two themes, they state, are essential for an understanding of the problem and for the formulation of policy. Poverty is not simply the result of poor education, skills, and work habits but one outcome of the structure and functioning of the economy. Solutions require more than policies that seek to change people: they await a recognition that basic economic relationships must be changed.
Foundations of Sport and Exercise Psychology, Eighth Edition With HKPropel Access, is a leading textbook that offers a comprehensive view of sport and exercise psychology. It draws connections between research and practice, and it captures the excitement of the world of sport and exercise. Internationally respected authors Robert Weinberg and Daniel Gould have built a text that addresses emerging trends and remains relevant with each new edition. Every chapter has been updated with the latest research and practice in sport and exercise psychology while maintaining and highlighting classic studies that have shaped the field. In-depth learning aids have been refreshed to help students think critically. Specific content changes were made throughout the text to highlight significant advances in research and practices. These include areas such as mental health of athletes, effects of COVID-19 on athletes, mindfulness, legalized gambling, psychological issues surrounding the 2020 Olympic Games (held in 2021), and drug controversies. Foundations of Sport and Exercise Psychology provides students with a unique learning experience—starting with an exploration of the field’s origins, key concepts, research development, and career options available in the field. After this introduction to the field, the text shifts to personal factors that affect performance and behavior in sport, physical education, and exercise settings. It augments those concepts by factoring in situational circumstances that influence behavior, group interaction and processes, and the use of psychological techniques to help people perform more effectively. Students will gain critical insights into the role psychological factors play in health and exercise and the psychological consequences of participation in sport and physical activity, including children’s psychological development through sport participation, aggression in sport, and moral development and good sporting behavior in sport and physical activity contexts. More than 100 related online activities offer interactive opportunities to engage with the content—many of which can be assigned, and progress tracked, by instructors directly through HKPropel. In addition, chapter quizzes may also be assigned; these are automatically graded to test comprehension of critical concepts. Some activities may be downloaded and printed as assignments to be completed by students. Many of the activities offer compelling audio and video clips that reveal how sport psychology consultants communicate with athletes and coaches to improve athletic experiences. These clips feature esteemed experts from the field discussing concepts that they have studied and refined during their professional careers. The updated eighth edition of Foundations of Sport and Exercise Psychology continues to ensure that students are well equipped—and excited—to enter the field of sport and exercise psychology, fully prepared for the challenges they may encounter as well as the possibilities. Note: A code for accessing HKPropel is not included with this ebook but may be purchased separately.
This groundbreaking new introduction to sociology is an innovative hybrid textbook and reader. Combining seminal scholarly works, contextual narrative and in-text didactic materials, it presents a rich, layered and comprehensive introduction to the discipline. Its unique approach will help inspire a creative, critical, and analytically sophisticated sociological imagination, making sense of society and the many small and large problems it poses.
This book focuses on the European Union as an important actor in international relations and international political economy. The EU negotiates international economic agreements, represents Europe in international organizations, and is a major trading bloc and currency area. To what extent and under what conditions the EU can use its considerable economic power to assert its interests in the international arena is a relevant question for students, researchers and practitioners alike. To explore this question, the textbook introduces the concept of “actorness” and presents an overview of the actorness debate and theories used to explain actorness. In addition, it includes three empirical chapters on trade, finance and climate policy that apply various concepts and theories to study European actorness in the respective policy areas.
Out-of-Control Criminal Justice shows that our system of criminal justice is broken; it is out of control. The author writes that a research-based strategy is needed that builds on the insights of those who work within criminal justice or are affected by it. Such a strategy must entail continuous evaluation and improvement, so that what works can be expanded and what does not can be eliminated. Out-of-Control Criminal Justice identifies how systems problems plague our criminal justice systems. It then presents a comprehensive strategy for bringing these systems under control to reduce crime, to increase justice and accountability, and to do so at less cost. The strategy can be used, too, to create greater responsiveness to victims and communities, effectiveness in reducing racial and ethnic disparities, and understanding of the causes and consequences of crime. After describing this new approach, the book identifies the tools needed to implement a systems solution to create a safer and more just society.
Reveals how consumer choice can be better understood and influenced using social networks analysis (SNA) Intuitively, we all appreciate that we can be influenced by our friends and peers in what we do, how we behave, and what products we consume. Until recently, it has been difficult to measure this interdependence, mainly because data on social networks was difficult to collect and not readily available. More and more companies such as mobile phone carriers or social networking sites such as Facebook are collecting such data electronically. Daniel Birke illustrates in compelling real-world case studies how companies use social networks for marketing purposes and which statistical analysis and unique datasets can be used. Social Networks and their Economics: Explores network effects and the analysis of social networks, whilst providing an overview of the state-of-the art research. Looks at consumption interdependences between friends and peers: Who is influencing who through which channels and to what degree? Presents statistical methods and research techniques that can be used in the analysis of social networks. Examines SNA and its practical application for marketing purposes. Features a supporting website www.wiley.com/go/social_networks featuring SNA visualizations and business case studies. Aimed at post-graduate students involved in social network analysis, industrial economics, innovation and consumer marketing, this book offers a unique perspective from both an academic and practitioner point of view on how social networks can help understand and influence consumer behaviour. This book will prove to be a useful resource for marketing practitioners from companies where social network data is available and for consulting companies who advise businesses on marketing and social media related issues.
This book is a practical guide to the diagnosis of spine-related disorders. Covering both adult and paediatric conditions, each chapter presents a systematic approach to common and more complex problems, including associated complaints such as headaches, bowel and bladder incontinence and retention, and groin pain. Typical case presentations and initial work up are provided for each condition, followed by differential diagnosis and treatment options. Authored by internationally recognised experts from the USA, this comprehensive text is enhanced by clinical images, diagrams and tables to assist understanding. Key Points Practical guide to diagnosis of spine-related disorders Covers adult and paediatric conditions Each topic includes typical case presentations and initial work up Authored by internationally recognised experts in the field
AI Applications to Communications and Information Technologies Apply the technology of the future to networking and communications. Artificial intelligence, which enables computers or computer-controlled systems to perform tasks which ordinarily require human-like intelligence and decision-making, has revolutionized computing and digital industries like few other developments in recent history. Tools like artificial neural networks, large language models, and deep learning have quickly become integral aspects of modern life. With research and development into AI technologies proceeding at lightning speeds, the potential applications of these new technologies are all but limitless. AI Applications to Communications and Information Technologies offers a cutting-edge introduction to AI applications in one particular set of disciplines. Beginning with an overview of foundational concepts in AI, it then moves through numerous possible extensions of this technology into networking and telecommunications. The result is an essential introduction for researchers and for technology undergrad/grad student alike. AI Applications to Communications and Information Technologies readers will also find: In-depth analysis of both current and evolving applications Detailed discussion of topics including generative AI, chatbots, automatic speech recognition, image classification and recognition, IoT, smart buildings, network management, network security, and more An authorial team with immense experience in both research and industry AI Applications to Communications and Information Technologies is ideal for researchers, industry observers, investors, and advanced students of network communications and related fields.
Cluster analysis comprises a range of methods for classifying multivariate data into subgroups. By organizing multivariate data into such subgroups, clustering can help reveal the characteristics of any structure or patterns present. These techniques have proven useful in a wide range of areas such as medicine, psychology, market research and bioinformatics. This fifth edition of the highly successful Cluster Analysis includes coverage of the latest developments in the field and a new chapter dealing with finite mixture models for structured data. Real life examples are used throughout to demonstrate the application of the theory, and figures are used extensively to illustrate graphical techniques. The book is comprehensive yet relatively non-mathematical, focusing on the practical aspects of cluster analysis. Key Features: Presents a comprehensive guide to clustering techniques, with focus on the practical aspects of cluster analysis Provides a thorough revision of the fourth edition, including new developments in clustering longitudinal data and examples from bioinformatics and gene studies./li> Updates the chapter on mixture models to include recent developments and presents a new chapter on mixture modeling for structured data Practitioners and researchers working in cluster analysis and data analysis will benefit from this book.
Personality disorders, depression, mania, psychosis, behavioral problems, anxiety disorder, attention deficit disorder, dementia, hyperactivity, insomnia, panic disorder, suicide, sleep disorder, all the purview of psychiatrity, can be the result of neurotoxicity from chemicals capable of damaging the brain or nervous system. The ambiguity of such outcomes is acknowledged, at the same time emphasizing the value in considering the effects of chemicals on the brain. In this issue of Psychiatric Clinics, some of the topics related to neurotoxicity outcomes are: Review of Cognitive Assessment in Neurotoxicology; Neurologic Manifestations of Chronic Methamphetamine Abuse; Emerging Toxic Neuropathies and Myopathies; Neurotoxic Emergencies; Antidepressant Overdose-induced Seizures; and Neurotoxic Pesticides and Neurologic Effects.
Comprehensive in scope and thoroughly up to date, Wintrobe’s Clinical Hematology, 15th Edition, combines the biology and pathophysiology of hematology as well as the diagnosis and treatment of commonly encountered hematological disorders. Editor-in-chief Dr. Robert T. Means, Jr., along with a team of expert section editors and contributing authors, provide authoritative, in-depth information on the biology and pathophysiology of lymphomas, leukemias, platelet destruction, and other hematological disorders as well as the procedures for diagnosing and treating them. Packed with more than 1,500 tables and figures throughout, this trusted text is an indispensable reference for hematologists, oncologists, residents, nurse practitioners, and pathologists.
In this sophisticated overview of human emotions, a widely respected psychologist and author addresses the ambiguities and embraces the controversies that surround this intriguing subject. An insightful and lucid thinker, Jerome Kagan examines what exactly we do know about emotions, which popular assumptions about emotions are incorrect, and how scientific study must proceed if we are to uncover the answers to persistent and evasive questions about emotions. Integrating the findings of anthropological, psychological, and biological studies in his wide-ranging discussion, Kagan explores the evidence for great variation in the frequency and intensity of emotion among different cultures. He also discusses variations among individuals within the same culture and the influences of gender, class, ethnicity, and temperament on a person's emotional patina. In his closing chapter, the author proposes that three sources of evidence - verbal descriptions of feelings, behaviours, and measures of brain states - provide legitimate but different definitions of emotion. Translating data from one of these sources to another may not be possible, Kagan warns, and those who study emotions must accept, at least for now, that their understanding is limited to and by the domain of their information
This text invites students to pursue a career in sociology, entices others to consider advanced courses, and yet serves those who will take but one sociology course. This basic textbook for Introduction to Sociology can also serve well in courses in American Society.
The book collects articles published by Daniel Hamermesh between 1969 and 2013 dealing with the general topic of the demand for labor. The first section presents empirical studies of basic issues in labor demand, including the extent to which different types of labor are substitutes, how firms' and workers' investments affect labor turnover, and how costs of adjusting employment affect the dynamics of employment and patterns of labor turnover. The second section examines the impacts of various labor-market policies, including minimum wages, penalty pay for using overtime hours or hours worked on weekends or nights, severance pay for displaced workers, and payroll taxes to finance unemployment insurance benefits. The final section deals with general questions of discrimination by employers along various dimensions, including looks, gender and ethnicity, in all cases focusing on the process of discrimination and the behavior that results. Throughout the focus is on the development of theoretically-based hypotheses and testing them using the most appropriate data, often data collected uniquely for the particular project.
This text provides a comprehensive view of sport and exercise psychology with the latest research on grit, mindfulness, emotional intelligence, cultural diversity, substance abuse, exercise adherence, ethics, professional issues, and transitions in sport.
How Michel Foucault, drugs, California and the rise of neoliberal politics in 1970s France are all connected In May 1975, Michel Foucault took LSD in the desert in southern California. He described it as the most important event of his life, one which would lead him to completely rework his History of Sexuality. His focus now would not be on power relations but on the experiments of subjectivity and the care of the self. Through this lens, he would reinterpret the social movements of May '68 and position himself politically in France in relation to the emergent anti- totalitarian and anti-welfare state currents. He would also come to appreciate the possibilities of autonomy offered by a new force on the French political scene that was neither of the Left nor the Right: neoliberalism. For this paperback edition, the authors have written an afterword responding to the debate occasioned by the book's first publication.
Now more streamlined and focused than ever before, the 6th edition of CT and MRI of the Whole Body is a definitive reference that provides you with an enhanced understanding of advances in CT and MR imaging, delivered by a new team of international associate editors. Perfect for radiologists who need a comprehensive reference while working on difficult cases, it presents a complete yet concise overview of imaging applications, findings, and interpretation in every anatomic area. The new edition of this classic reference — released in its 40th year in print — is a must-have resource, now brought fully up to date for today's radiology practice. - Includes both MR and CT imaging applications, allowing you to view correlated images for all areas of the body. - Coverage of interventional procedures helps you apply image-guided techniques. - Includes clinical manifestations of each disease with cancer staging integrated throughout. - Expert Consult eBook version included with purchase. This enhanced eBook experience allows you to search all of the text, figures, images, and references from the book on a variety of devices. - Over 5,200 high quality CT, MR, and hybrid technology images in one definitive reference. - For the radiologist who needs information on the latest cutting-edge techniques in rapidly changing imaging technologies, such as CT, MRI, and PET/CT, and for the resident who needs a comprehensive resource that gives a broad overview of CT and MRI capabilities. - Brand-new team of new international associate editors provides a unique global perspective on the use of CT and MRI across the world. - Completely revised in a new, more succinct presentation without redundancies for faster access to critical content. - Vastly expanded section on new MRI and CT technology keeps you current with continuously evolving innovations.
Creating Deviance is a basic text introducing deviance from an interactionist perspective, placing the study of deviant behavior within the broader terrain of cultural meaning. By examining the persistence of gender inequality, the formation of youth subcultures, and other issues Dotter provides a valuable resource for the study of deviance and crime and for introductory courses in sociology on deviance and social control.
Provides eyewitness accounts and personal stories demonstrating how nurses turn the awesome into the routine. Chambliss shows how patients-- many weak and helpless--too often become objects of the bureaucratic machinery of the health care system, and how ethics decisions--once the dilemmas of troubled individuals--become the setting for political turf battles between occupational interest groups. The result is a combination of realism with a theoretical argument about moral life in large organizations. --From publisher description.
Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. The landmark pediatrics reference – completely reinvented by an all new team of editors Rudolph's Pediatrics has virtually defined the pediatric field for over a century, becoming one of the most important and well-respected pediatrics texts ever published. Renowned for its balance of clinical features and treatment of disease with underlying biological principles, this classic sourcebook has helped generations of pediatricians optimize their care of infants, children, and adolescents. The Twenty-Third Edition of Rudolph's has been completely restructured and streamlined thanks to an all new team of editors whose goal was to reinvent this classic with today’s busy practitioner in mind. Presented in full color, the Twenty-Third Edition provides an up-to-date, in-depth survey of pediatric medicine unmatched by any other text. With its algorithmic approach to pediatric systems, the book facilitates the diagnosis and treatment of both common and uncommon pediatric illnesses; and it reflects new technologies and advances in molecular medicine that continue to evolve with current thinking about normal childhood development and pediatric disease processes. • New team of editors achieves consistency in both tone and depth of content • Contributions from section editors and authors from leading academic pediatrics programs give expert coverage of general pediatrics and all of the pediatric sub-specialties • Streamlined and consistent format for most chapters outlining Pathogenesis and Epidemiology, Clinical Manifestations, Diagnosis, Treatment, and Prevention • New 2-Volume presentation improves portability • Hundreds of full-color illustrations and tables • The acclaimed balance between clinical applicability and underlying biological principles offers pediatricians a depth of coverage not found anywhere else • Brand new or significantly revised chapters include: Complementary and Integrative Pediatrics, Childhood Adversity and Toxic Stress, Autism Spectrum Disorder, Pediatric Depression and Bipolar Spectrum Disorders, Extracorporeal Membrane Oxygenation (ECMO), Palliative Care for Children with Chronic Diseases, Arboviruses (with new coverage of Zika virus and chikungunya virus), Physiologic Basis of Pulmonary Function; Acute Lymphoblastic Leukemia; Neuroblastoma “You'd be hard pressed to find a resource that matches up to the comprehensive scope of Rudolph's. It's no wonder it's a staple in most offices and hospitals.” -Doody’s Review Service
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