Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models.Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

    Kirsch, M.D., an Orthopedic Surgeon for the common man. It is the result of 25 years of research into a new and simple exercise to prevent rotator cuff tears and impingement syndrome in the shoulder, as well as treating these conditions and frozen shoulder. Testimonials and research CT scan images are included as well as images of the exercises performed by models and patients.

    Do you want your students to just take psychology or to experience psychology? Laura King's approach to introductory psychology embodies a balanced consideration of functioning behavior as well as dysfunction and a view of psychology as an integrated whole.

      In 1875, tuberculosis was the deadliest disease in the world, accountable for a third of all deaths. A diagnosis of TB—often called consumption—was a death sentence. Then, in a triumph of medical science, a German doctor named Robert Koch deployed an unprecedented scientific rigor to discover the bacteria that caused TB. Koch soon embarked on a remedy—a remedy that would be his undoing.   When Koch announced his cure for consumption, Arthur Conan Doyle, then a small-town doctor in England and sometime writer, went to Berlin to cover the event. Touring the ward of reportedly cured patients, he was horrified. Koch’s "remedy" was either sloppy science or outright fraud.   But to a world desperate for relief, Koch’s remedy wasn’t so easily dismissed. As Europe’s consumptives descended upon Berlin, Koch urgently tried to prove his case. Conan Doyle, meanwhile, returned to England determined to abandon medicine in favor of writing. In particular, he turned to a character inspired by the very scientific methods that Koch had formulated: Sherlock Holmes.   Capturing the moment when mystery and magic began to yield to science, The Remedy chronicles the stunning story of how the germ theory of disease became a true fact, how two men of ambition were emboldened to reach for something more, and how scientific discoveries evolve into social truths.

    Don't despair--there is a solution! Your dog can learn to control his impulsivity and look to you for guidance in distracting or difficult situations. It starts by training Fido to automatically say pelase by sitting for treats, then for petting, and then for everything else he wants. in this booklet, Dr. Sophia A. Yin, veterinarian and animal-behavior expert, gives you an overview of her fun, reward-based Learn to Earn training program which will teach you how to provide leadership while training your dog to be patient and to look for you for guidance. This item contains 10 copies of the Learn to Earn Booklet. Perfect for sharing with clients and friends. For more information about Dr. Sophia Yin's Learn To Earn program see www.drsophiayin.com

    Line drawings and more than 1,000 new color images illustrate concepts more clearly than ever. This book includes detailed information on diagnosis, treatment planning concepts, related problems or controversies, and current treatment procedures, including the role of orthodontics in comprehensive treatment of patients with multiple problems.A NEW full-color design includes a total of more than 1,400 clinical photographs and illustrations.Application of the soft tissue paradigm to modern orthodontic diagnosis and treatment planning.Critical evaluation of controversies in treatment approaches and treatment timing.NEW information on the use of cone beam CT for 3-dimensional evaluation of dental and facial dimensions and relationships, and 3-D superimpositions to evaluate treatment response.Problem-oriented treatment planning, with use of digital technology to develop a database that can feed through to the treatment plan.Updated content on biomechanics to help you plan efficient use of modern orthodontic appliance systems.NEW skeletal anchorage techniques using bone anchors and mini screws.Chapters on adult treatment featuring the sequencing of multidisciplinary treatment, the new approach to lingual orthodontics, and a discussion of surgical vs. orthodontic treatment options.Full-color design includes hundreds of clinical photographs and illustrations with brighter, more engaging text and more demonstrative figures.Diagnosis and treatment planning chapters are revised to consider new paradigms to teach students and orthodontists how to apply the results of current research to their practice and treatment plans.Current technologies and advances in contemporary treatment provide clinicians with ways to make treatment planning and execution more efficient.Updated content on biomechanics gives clinicians ways to plan appropriate orthodontic appliance systems through which mechanotherapy is delivered using principles of forces.Updated information on mechanical devices, such as transplants, transpositions, implants, and temporary anchorage using mini screws, provide an understanding on how these devices can affect orthodontic treatment and what is available on the market to improve treatment outcomes.Appliance chapters have been condensed to reflect only the most useful and contemporary materials.Chapters on treatment for adults have been rewritten to include new concepts in periodontics and new clinical cases with predictions and outcomes and discussion of surgical vs. orthodontic treatment options.Early treatment chapters have been consolidated and new research included in the reorganization of content to make it consistent with the best data available in the literature.Every section of the book begins with a section opener to outline the main concepts discussed in that section.

    With millions of copies sold, the Publication Manual of the American Psychological Association is the style manual of choice for writers, editors, students, educators, and professionals in psychology, sociology, business, economics, nursing, social work, and justice administration, and other disciplines in which effective communication with words and data is fundamental.In addition to providing clear guidance on grammar, the mechanics of writing, and APA style, the Publication Manual offers an authoritative and easy-to-use reference and citation system and comprehensive coverage of the treatment of numbers, metrication, statistical and mathematical data, tables, and figures for use in writing, reports, or presentations. The new edition has been revised and updated to include: The latest guidelines and examples for referencing electronic and online sources New and revised guidelines for submitting papers electronically Improved guidelines for avoiding plagiarism Simplified formatting guidelines for writers using up-to-date word-processing software All new guidelines for presenting case studies Improved guidelines for the construction of tables Updates on copyright and permissions issues for writers New reference examples for audiovisual media and patents An expanded and improved index for quick and easy access Writers, scholars, and professionals will also find: New guidelines on how to choose text, tables, or figures to present data Guidelines for writing cover letters for submitting articles for publication, plus a sample letter Expanded guidelines on the retention of raw data New advice on establishing written agreements for the use of shared data New information on the responsibilities of co-authors New and experienced readers alike will find the 5th Edition a complete resource for writing, presenting, or publishing with clarity and persuasiveness.Approximately 400 pages

    Matters of Life and Death collects Picard's most compelling columns, covering a broad range of topics including Canada's right-to-die law, the true risks of the Zika virus, the financial challenges of a publicly funded health system, appalling health conditions in First Nations communities, the legalization of marijuana, the social and economic impacts of mental illness, and the healthcare challenges facing transgender people.The topic of health touches on the heart of society, intersecting with many aspects of private and public life—human rights, aging, political debate, economics and death. With his reporting, Picard demonstrates the connection between physical health and the health of society as a whole, provides the facts to help readers make knowledgeable health choices, and acts as a devoted advocate for those whose circumstances bar them from receiving the care they need.Providing an antidote to widespread fear-mongering and misinformation, Matters of Life and Death is essential reading for anyone with an investment in public health topics—in other words, everyone.

    The illustrations provide some of the best quality and most varied examples of skin conditions important to any health care pforessional dealing with skin problems.

    Pocket-sized text provides an overview of clinical psychopharmacology. Surveys psychotropic medications focusing on diagnostic findings. Discusses medications for depression, bipolar illness, anxiety disorders, psychotic disorders, and cites real-life case examples. Previous edition: c2003. Softcover.Current edition is a 2011 update (i.e. copyright 2011Thanks...John Preston...author

    Now in its fourteenth edition, the most popular anthology in sociology includes new articles on our changing world while also retaining its classic must-read essays. Focusing on social interaction in everyday life, the forty-six selections bring students face-to-face with the twin projects of contemporary sociology: understanding the individual's experience of society and analyzing social structure. The fourteenth edition's exceptional new readings include selections on the role of sympathy in everyday life, mistaken perceptions of the American family, the effects of a criminal record on getting a job, and the major social trends affecting our future. Together with these essential new articles, the selections by Peter Berger, Herbert Gans, Erving Goffman, Donna Eder, Zella Luria, C. Wright Mills, Deborah Tannen, Barrie Thorne, Sidney Katz, Philip Zimbardo, and many others provide firsthand reporting that gives students a sense of "being there." Henslin also explains basic methods of social research, providing insight into how sociologists explore the social world. The selections in Down to Earth Sociology highlight the most significant themes of contemporary sociology, ranging from the sociology of gender, power, politics, and religion to the contemporary crises of racial tension, crime, rape, poverty, and homelessness.

    This acclaimed book delivers beautifully illustrated information for learning palpation and the musculoskeletal system. It makes mastering the essential manual therapy skills interesting, memorable and easy. With 440 pages and 1,400 illustrations covering more than 162 muscles, 206 bones, 33 ligaments and 110 bony landmarks, this text provides an invaluable map of the body. A complimentary DVD for practicing palpation is included with the textbook.

    Jason Fung forever changed the way we think about obesity with his best-selling book, The Obesity Code. Now he has set out to do the same for type 2 diabetes.Today, most doctors, dietitians, and even diabetes specialists consider type 2 diabetes to be a chronic and progressive disease—a life sentence with no possibility of parole. But the truth, as Dr. Fung reveals in this paradigm-shifting book, is that type 2 diabetes is reversible. Writing with clear, persuasive language, he explains why conventional treatments that rely on insulin or other blood-glucose-lowering drugs can actually exacerbate the problem, leading to significant weight gain and even heart disease. The only way to treat type 2 diabetes effectively, he argues, is proper dieting and intermittent fasting—not medication.

    And yet, disturbingly, in today's so-called information age, pseudoscience is burgeoning with stories of alien abduction, channeling past lives, and communal hallucinations commanding growing attention and respect. As Sagan demonstrates with lucid eloquence, the siren song of unreason is not just a cultural wrong turn but a dangerous plunge into darkness that threatens our most basic freedoms.

    This perspective leads to therapies focused on ridding individuals of autistic symptoms. In Uniquely Human, Dr. Barry M. Prizant suggests a major shift in understanding autism: Instead of classifying "autistic" behaviors as signs of pathology, he sees them as strategies to cope with a world that feels chaotic and overwhelming. Rather than curb these behaviors, it's better to enhance abilities, build on strengths, and offer supports that will naturally lead to more desirable behavior and a better quality of life. In fact, argues Dr. Prizant, attempts to eliminate autistic behaviors may actually interfere with important developmental processes.Including inspiring stories and practical advice drawn from Dr. Prizant's four-decade career working in universities, schools, hospitals, and in private practice, Uniquely Human offers a compassionate and insightful perspective that parents, professionals, and family members will find uplifting and hopeful.