The book will teach you about:* Neural networks, a beautiful biologically-inspired programming paradigm which enables a computer to learn from observational data* Deep learning, a powerful set of techniques for learning in neural networksNeural networks and deep learning currently provide the best solutions to many problems in image recognition, speech recognition, and natural language processing. This book will teach you the core concepts behind neural networks and deep learning.

    Survey Methodology describes the basic principles of survey design discovered in methodological research over recent years and offers guidance for making successful decisions in the design and execution of high quality surveys. Written by six nationally recognized experts in the field, this book covers the major considerations in designing and conducting a sample survey. Topical, accessible, and succinct, this book represents the state of the science in survey methodology. Employing the "total survey error" paradigm as an organizing framework, it merges the science of surveys with state-of-the-art practices. End-of-chapter terms, references, and exercises enhance its value as a reference for practitioners and as a text for advanced students.

    It is for teachers who refuse to harden their hearts, because they love learners, learning, and the teaching life." - Parker J. Palmer [from the Introduction] Teachers choose their vocation for reasons of the heart, because they care deeply about their students and about their subject. But the demands of teaching cause too many educators to lose heart. Is it possible to take heart in teaching once more so that we can continue to do what good teachers always do -- give heart to our students?In The Courage to Teach, Parker Palmer takes teachers on an inner journey toward reconnecting with their vocation and their students -- and recovering their passion for one of the most difficult and important of human endeavors.

    Or how about, "You're depressed? Just get over it!" Easier said than done, right? Or here's a favorite, "They have a pill for that now, you know."Unfortunately, such naive armchair psychology rarely works for someone suffering from the very real plight of depression. All it does is seek to trivialize depression and characterize depressed people as "whiners" who have nothing better to do than to "complain about their lives." But the truth is, depression is a very real problem. In fact, the World Health Organization estimates that, on any given day, 121 million people worldwide suffer from depression. And depression rates continue to increase - for example, kids exhibit depression at nearly ten times the rate of previous generations. Theories abound as to why depression rates are increasing, but regardless of the cause, this scourge continues to rob its victims of happiness, joy, and the capacity to give and receive love.So why "Depression For Dummies," when there's already a glut of self-help books on the market peddling so-called cures and remedies for depression? Because this book satisfies the need for a straight-talking, no-nonsense resource on depression. The only agenda of "Depression For Dummies" is to present you with the facts on depression and explain the options for dealing with it. Rest assured, this is no infomercial in a yellow and black cover.Here's just a sampling of what you'll find in "Depression For Dummies": -Demystifying the types of depression-Discovering what goes on in the body of a depressed person-Detecting and diagnosing depression-Seeking help through therapy and medication-Modifying depressed behavior and solving life's headaches-Dealing with depression resulting from grief and relationship issues-Cutting through the hype of alternative treatments for depression-Moving beyond depression: Avoiding relapses and pursuing a happy life-Top Ten lists on getting rid of a your bad mood and helping your kids and other family members out of depressionSo, whatever your level of depression - whether you suffer from occasional bouts or you find yourself seriously debilitated by depression - "Depression For Dummies" can give you the insight and tools you need to once again find enjoyment and happiness in life. All it takes is one step.

    It shows teachers how to create an environment in which technology can effectively enhance learning. It contains a technology integration framework that builds on research and the TIP model.

    

    It shows how the components of design interact with each other, and provides a strategy for creating coherent and workable relationships among these design components, highlighting key design issues. Written in an informal, jargon-free style, the new Third Edition incorporates examples and hands-on exercises.

    This book offers an excellent foundation in ethical decision-making for current and future business managers and IT professionals.

    Teaching Pronunciation offers current and prospective teachers of English a comprehensive treatment of pronunciation pedagogy, drawing on current theory and practice. An overview of teaching issues from the perspective of different methodologies and second language acquisition research is provided. It has a thorough grounding in the sound system of North American English, and contains insights into how this sound system intersects with listening, morphology, and spelling. It also contains diagnostic tools, assessment measures, and suggestions for syllabus design. Follow-up exercises guide teachers in developing a range of classroom activities within a communicative framework.

    Littlejohn and Foss present the range of communication theories currently available in the discipline, organizing them according to the scholarly traditions and contexts from which they emerge. Clear and accessible writing, charts that summarize the relationships among theories, and sections devoted to applications and implications help position theories within the discipline as a whole.

    Each case includes an extended discussion, definition of terms, clinical pearls, and USMLE format review questions. This interactive learning system helps you understand essential concepts instead of memorizing facts.

    From humorous fishing excursions and frightening bear encounters to snow blinding blizzards and quirky characters, they come face to face with the unpredictable Mother Nature and learn the value of friendship, survival, and solitude in a picturesque but harsh life by the sea. Packed with adventures, challenges, and true Alaskan lifestyle.

    Expanded treatment of ethical issues, more material on diversity issues, a new chapter on research, and a new section on in-home therapy, further arm therapists with practical knowledge.

    Fortunately, Jon McGee is an ideal guide through this dynamic marketplace. In Breakpoint, he argues that higher education is in the midst of an extraordinary moment of demographic, economic, and cultural transition that has significant implications for how colleges understand their mission, their market, and their management. Drawing from an extensive assessment of demographic and economic trends, McGee presents a broad and integrative picture of these changes while stressing the importance of decisive campus leadership. He describes the key forces that influence higher education and provides a framework from which trustees, presidents, administrators, faculty, and policy makers can address pressing issues in the aftermath of the Great Recession.Although McGee avoids endorsing one-size-fits-all solutions, he suggests a number of concrete strategies for handling prospective students and developing pedagogical practices, curricular content and delivery, and management structures. Practical and compelling, Breakpoint will help higher education leaders make choices that advance their institutional values and serve their students and the common good for generations to come.

    It is the only behaviour over which we have enough control. Creating a seismic shift in behaviour across a school requires adult behaviour to be adjusted with absolute consistency. This creates a stable platform on which each school can build its authentic practice. It will result in shifts in daily routines, in how to deal with the angriest learners, in restorative practice and in how we appreciate exceptional behaviour. The book is peppered with case studies from schools across five continents, from the most challenging urban schools to the most privileged schools in the world. This is exceptional behaviour management and leading-edge practice. The approach is practical, transformative and rippling with respect for staff and learners.