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This is a book about human learning, intended to be useful to teachers and prospective teachers. The contents of this book will provide a framework that can serve well in organizing thought and the accumulation of knowledge about teaching. Learning is described in terms of the information processing model of learning and memory. This model posits a number of internal processes that are subject to the influence of external events. The book should find its greatest usefulness in undergraduate courses in educational psychology and as an adjunct to graduate offerings in this subject. It might also be used as a supplementary text in courses in human learning, instructional methods, instructional design, and educational technology as well for the continuing education of teachers.
Essentials for Blended Learning: A Standards-Based Guide provides a practical, streamlined approach for creating effective learning experiences by blending online activities and the best of face-to-face teaching. This guide is: Easy to use: Clear, jargon-free writing; illustrations; and references to online resources help readers understand concepts. Streamlined: A simple but effective design process focuses on creating manageable activities for the right environment. Practical: Real-world examples from different subject areas help teachers understand principles in context. Contemporary: The variety of modern, connected technologies covered in the guide addresses a range of teaching challenges. Forward-Looking: The approach bridges the gap between formal classroom learning and informal lifelong learning. Standards-based: Guidelines and standards are based on current research in the field, relevant learning theories, and practitioner experiences. Effective blended learning requires significant rethinking of teaching practices and a fundamental redesign of course structure. Essentials for Blended Learning: A Standards-Based Guide simplifies these difficult challenges without neglecting important opportunities to transform teaching. This guide is suitable for teachers in any content area. Please visit www.essentialsforblended.com for additional resources.
Domjan (psychology, University of Texas-Austin) offers a concise summary of the essentials of conditioning and learning, for students and professionals. The book can serve as the primary source for an introductory course on conditioning and learning, or as a supplemental text for courses in behavior modification, behavioral neuroscience, special education, and related areas. The book can also be used to provide the foundations for an advanced course in which students are required to read a collection of specialized articles. Key points, chapter summaries, practice questions, and terms are included. Annotation :2004 Book News, Inc., Portland, OR (booknews.com).
In this 2nd edition of Focus: Elevating the Essentials to Radically Improve Student Learning, Mike Schmoker extends and updates the case that our schools could be on the cusp of swift, unparalleled improvements. But we are stymied by a systemwide failure to simplify and prioritize; we have yet to focus our limited time and energy on the most essential, widely acknowledged, evidence-based practices that could have more impact than all other initiatives combined. They are: simple, coherent curricula; straightforward, traditional literacy practices; and lessons built around just a few hugely effective elements of good teaching. As Schmoker demonstrates, the case for these practices—and the need for them—has grown prodigiously. In every chapter, you’ll find late-breaking discoveries and practical advice on how to simplify the implementation of new state standards in the subject areas; on the hidden pitfalls of our most popular, but unproven instructional fads and programs; and on simple, versatile strategies for building curriculum, planning lessons, and integrating literacy into every discipline. All of these strategies and findings are supported with exciting new evidence from actual schools. Their success confirms, as Michael Fullan writes, that a focus on the best "high-leverage practices" won’t only improve student performance; they will produce "stunningly powerful consequences" in our schools.
Get to grips with the essentials of deep learning by leveraging the power of Python Key Features Your one-stop solution to get started with the essentials of deep learning and neural network modeling Train different kinds of neural networks to tackle various problems in Natural Language Processing, computer vision, speech recognition, and more Covers popular Python libraries such as Tensorflow, Keras, and more, along with tips on training, deploying and optimizing your deep learning models in the best possible manner Book Description Deep Learning a trending topic in the field of Artificial Intelligence today and can be considered to be an advanced form of machine learning, which is quite tricky to master. This book will help you take your first steps in training efficient deep learning models and applying them in various practical scenarios. You will model, train, and deploy different kinds of neural networks such as Convolutional Neural Network, Recurrent Neural Network, and will see some of their applications in real-world domains including computer vision, natural language processing, speech recognition, and so on. You will build practical projects such as chatbots, implement reinforcement learning to build smart games, and develop expert systems for image captioning and processing. Popular Python library such as TensorFlow is used in this book to build the models. This book also covers solutions for different problems you might come across while training models, such as noisy datasets, small datasets, and more. This book does not assume any prior knowledge of deep learning. By the end of this book, you will have a firm understanding of the basics of deep learning and neural network modeling, along with their practical applications. What you will learn Get to grips with the core concepts of deep learning and neural networks Set up deep learning library such as TensorFlow Fine-tune your deep learning models for NLP and Computer Vision applications Unify different information sources, such as images, text, and speech through deep learning Optimize and fine-tune your deep learning models for better performance Train a deep reinforcement learning model that plays a game better than humans Learn how to make your models get the best out of your GPU or CPU Who this book is for Aspiring data scientists and machine learning experts who have limited or no exposure to deep learning will find this book to be very useful. If you are looking for a resource that gets you up and running with the fundamentals of deep learning and neural networks, this book is for you. As the models in the book are trained using the popular Python-based libraries such as Tensorflow and Keras, it would be useful to have sound programming knowledge of Python.
Modern psychology has become a broad and fragmented collection of research areas, theoretical orientations, and professional organizations. The author, who believes integration within the discipline is critical, makes the case that its empirical and theoretical aspects can be unified under the umbrella of adaptation. The principles of learning, and the characteristics of memory and language—our adaptation to a challenging environment—are pertinent to all we do, and the sciences of learning and cognition are the subject areas most relevant to these proximate behavior–environment relationships. Because the adaptability of a behavior is often tied to its function, the author’s functional perspective serves as a helpful organizational tool for studying the otherwise disparate aspects of learning and cognition—thinking, memory, conceptual behavior, and language. New to this edition is an emphasis on applied behavior analysis, a rapidly growing and credentialed profession. Updated pedagogical features include opening chapter vignettes, interim summaries and review questions, improved graphics, and a full glossary of key terms.
In spite of the proliferation of online learning, creating online courses can still evoke a good deal of frustration, negativity, and wariness in those who need to create them. The second edition of Essentials of Online Course Design takes a fresh, thoughtfully designed, step-by-step approach to online course development. At its core is a set of standards that are based on best practices in the field of online learning and teaching. Pedagogical, organizational, and visual design principles are presented and modeled throughout the book, and users will quickly learn from the guide’s hands-on approach. The course design process begins with the elements of a classroom syllabus which, after a series of guided steps, easily evolve into an online course outline. The guide’s key features include: a practical approach informed by theory clean interior design that offers straightforward guidance from page one clear and jargon-free language examples, screenshots, and illustrations to clarify and support the text a checklist of online course design standards that readers can use to self-evaluate. a Companion Website with examples, adaptable templates, interactive learning features, and online resources: http://essentialsofonlinecoursedesign.com Essentials of Online Course Design serves as a best practice model for designing online courses. After reading this book, readers will find that preparing for online teaching is a satisfying and engaging experience. The core issue is simply good design: pedagogical, organizational, and visual. For more of Marjorie Vai in her own words, listen to this 2011 interview from the On Teaching Online podcast: http://onteachingonline.com/oto-16-essentials-of-online-course-design-with-marjorie-vai/
Teachers’ active online participation and engagement with students are critical factors to the success of online courses. Essentials of Online Teaching is a standards-based, straightforward guide to teaching online in higher education, high school and vocational training, or corporate learning environments. This brief but powerful book encourages immediate application of concepts with the help of real-world examples, technical insights, and professional advice. The guide includes: a practical approach informed by, but not about, relevant learning theories; clear models and examples from a wide variety of online courses; teachers’ reflections about their online practice; a checklist of standards to help guide teaching decisions; and an accompanying website (www.essentialsofonlineteaching.com) with additional resources. Essentials of Online Teaching addresses key instructional challenges in online teaching and presents the reader with practical solutions for each phase of a course—preparation, beginning, middle, and end.
The Essentials of Teaching Health Education, Second Edition, presents a skills-based approach to teaching K-12 health education, offering practical strategies for curriculum design and program development and an individualized approach to student learning. Its ancillaries facilitate the learning
Being taught by a great teacher is one of the great privileges of life. Teach Now! is an exciting new series that opens up the secrets of great teachers and, step-by-step, helps trainees to build the skills and confidence they need to become first-rate classroom practitioners. Teach Now! The Essentials of Teaching provides the fundamental knowledge for becoming a great teacher. Combining a grounded, modern rationale for learning and teaching with highly practical training approaches it covers everything you need to know from preparing for your teaching practice to getting your first job. Harnessing a range of simple, but powerful techniques, the book shows you how you can translate the Teachers’ Standards into your own classroom practice and provide the evidence that you have met them. It also demystifies what the best teachers know and do instinctively to create students who want to learn and get a buzz from developing new skills. The book is structured in clear sections which are then divided into short, easy-to-absorb units offering clear, straightforward advice on all aspects of teaching including: why teach? the application and recruitment process for training helping students’ achieve good progress planning, differentiation and assessment behaviour management using language effectively in the classroom managing parents’ evenings being an effective tutor how to have lunch! With talking points to encourage reflection and a wide range of examples to illustrate practice, Teach Now! The Essentials of Teaching provides expert guidance as you start your exciting and rewarding career as an outstanding teacher.