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.

    Chapters cover cancer, infection, immune disorders, genetics, and disorders of each body system, highlighting pathophysiologic processes, resulting signs and symptoms, diagnostic test findings, and current treatments. Reader-friendly features include illustrations, checklists, and full-color miniguides illustrating the pathophysiology of specific disorders.This edition has new full-color miniguides on cancer pathophysiology and neuropathology. A new Focus on Genetics feature identifies gene-related discoveries and their implications for treatment or diagnosis. Review questions and answers follow current NCLEX-RN® requirements and alternate-format questions are included.

    The authors' comprehensive experience in legal practice, banking and teaching have enabled them to provide a condensed and easy to understand coverage of business law principles and areas of interest related thereto.

    Logolounge features the work of superstar artists and firms such as Michael Vanderbyl and Sibley Peteet Design and includes both new campaigns and never-before-seen projects. With 2,000 logos from a variety of sources, this visually compelling volume will become the go-to resource for inspiration from the best in the field.

    It avoids overburdening the reader with topographical detail that is unnecessary for the medical student. Minimum assumptions are made of existing knowledge of the subject.'Key point' boxes for reinforcement and quick revision Glossary of important terms 'Clinical detail' boxes closely integrated with relevant neuroanatomyComplete revision and updating of text. Revision nad expansion of summary chapter, providing overview of entire subject. Clinical material updated to reflect current prevalence of neurological disease. Artwork entirely redrawn for improved clarity and closer integration with text.

    The long-anticipated revision of this best-selling text offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. *NEW-Nontechnical learning material-Accompanies each part of the book. *NEW-The Internet as a sample application for intelligent systems-Added in several places including logical agents, planning, and natural language. *NEW-Increased coverage of material - Includes expanded coverage of: default reasoning and truth maintenance systems, including multi-agent/distributed AI and game theory; probabilistic approaches to learning including EM; more detailed descriptions of probabilistic inference algorithms. *NEW-Updated and expanded exercises-75% of the exercises are revised, with 100 new exercises. *NEW-On-line Java software. *Makes it easy for students to do projects on the web using intelligent agents. *A unified, agent-based approach to AI-Organizes the material around the task of building intelligent agents. *Comprehensive, up-to-date coverage-Includes a unified view of the field organized around the rational decision making pa

    It is designed for libraries, institutions and individuals who need or prefer the information in ebook format. All the hand signs were approved by American sign language experts. The signs are shown in large illustrations from two view points in order to facilitate understanding, as well as grouped together in a comprehensive chart. BONUS: The book contains a link to a set of unique printable ASL alphabet charts for your personal use.Lassal's work for Fingeralphabet.org has earned her a nomination for The German Prize for Civic Engagement 2013.

    “Photography Demystified—Your Guide to Understanding Photography, Gaining Creative Control and Taking Amazing Photographs!” has been designed to resolve your frustrations and photography difficulties. This book will give you the tools, education and practical applications needed to understand how to take great pictures! PLUS, a section entirely dedicated to assignments has been included! Video tutorials are also available at no charge! http://mckaylive.com/bonus/Along with my wife Ally, I own McKay Photography Academy. Leading hundreds of photographic tours around the world, I have taught over twelve thousand people just like you how to excel in photography. Having earned my Master of Photography and Photographic Craftsmen degrees from Professional Photographers of America, the leading photography organization in the world, I have been a full time professional photographer for over twenty nine years and am passionate about teaching others how to achieve great results in their photography. My motivation is to see that everyone can enjoy photography and take the frustration out of the process!Beginning photographers, camera buffs, photo enthusiast, and many others who struggle with understanding photography concepts, exposure, and their camera manuals have already experienced my proven methods of teaching beginner’s photography. This book will do the same for you!•Terry L from Santa Cruz, CA says: “Taking someone off automatic settings to manual settings can be daunting at times. Fortunately, I have had the experience of learning from David McKay. David has taken me further into the world of photography than I could have ever imagined.”•Keith W from Austin, TX writes: “David is one of those rare individuals that combine passion, extensive knowledge and a laid-back style in teaching photography. What else can I say; it is refreshing to learn from someone this talented.” •Steve of Steve Scurich Photography in Santa Barbara,CA states: “The ability to take decades of complex photography knowledge and boil it down into concepts that are clear, understandable and easy to implement, is David’s gift to the world. Personally, I am forever grateful for the inspiration and encouragement he’s given me.”•Denise Mann from San Antonio, TX says: “David McKay is passionate about photography and equally as passionate about teaching it to those eager to learn.”•Jeff G from Sacramento CA says: “David McKay is a great photographer—not every photographer can be a great educator, David is! David is able to take complicated topics and break them down to something easy to digest and practical to implement—you are inspired to go out and use what you just learned!”•Kara from San Jose, CA writes: “You can’t help but to feel his love for photography and his passion for teaching.

    The presentation is never awkward or dry, as it sometimes is in other "modern" textbooks; it is as unconventional as one has come to expect from the author. The book contains about 350 well placed and instructive problems, which cover a considerable part of the subject. All in all, this is an excellent work, of equally high value for both student and teacher." Zentralblatt f�r Mathematik

    Students will receive a grounding in areas that vary from treatment to organizational and community settings. This edition also includes of new case studies, practice examples and guiding principles.

    College Writing Skills With Reading features John Langan's clear writing style and his wide range of writing assignments and activities that effectively reinforce the four essentials of good writing: unity, support, coherence, and sentence skills. This alternate version provides 25 entertaining and informative essays by professional writers.

    'Social Work Macro Practice' focuses on work with organizations and communities, including planned change approaches and implementation.

    Why has marriage suddenly emerged as the most explosive issue in the gay struggle for equality? At times it seems to have come out of nowhere-but in fact it has a history. George Chauncey offers an electrifying analysis of the history of the shifting attitudes of heterosexual Americans toward gay people, from the dramatic growth in acceptance to the many campaigns against gay rights that form the background to today's demand for a constitutional amendment. Chauncey illuminates what's at stake for both sides of this contentious debate in this essential book for gay and straight readers alike.

    Known for its balanced coverage of the 3 perspectives, this text continues to encourage students to think about their world with a sociological imagination. Through its strong coverage of globalization, race and ethnicity, careers in sociology, and current topics like mass media and social policy, Sociology provides students with knowledge they can use on campus, at work, in their neighborhoods, and in the global community. The new 12th edition features updated sections in various chapters reflecting recent sociological changes like the impact of the current economic downturn on social class and the global culture war. New Research Today boxes provide students with relevant examples of sociological research.

    Aimed at accountants or readers of other career paths, this book helps them build their decision making skills and understand how to use accounting information to make quality business decisions.