Book picks similar to
The Cambridge Handbook of Multimedia Learning by Richard E. Mayer
instructional-design
education
elearning
reference
Deep Learning
Ian Goodfellow - 2016
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.
A Poetry Handbook
Mary Oliver - 1994
With passion and wit, Mary Oliver skillfully imparts expertise from her long, celebrated career as a disguised poet. She walks readers through exactly how a poem is built, from meter and rhyme, to form and diction, to sound and sense, drawing on poems by Robert Frost, Elizabeth Bishop, and others. This handbook is an invaluable glimpse into Oliver’s prolific mind??—??a must-have for all poetry-lovers.
The Spark of Learning: Energizing the College Classroom with the Science of Emotion
Sarah Rose Cavanagh - 2016
The field of education, however, is beginning to awaken to the potential power of emotions to fuel learning, informed by contributions from psychology and neuroscience. In friendly, readable prose, Sarah Rose Cavanagh argues that if you as an educator want to capture your students' attention, harness their working memory, bolster their long-term retention, and enhance their motivation, you should consider the emotional impact of your teaching style and course design. To make this argument, she brings to bear a wide range of evidence from the study of education, psychology, and neuroscience, and she provides practical examples of successful classroom activities from a variety of disciplines in secondary and higher education.
Literacy Is Not Enough: 21st Century Fluencies for the Digital Age
Lee Crockett - 2011
If students are to thrive in their academic and 21st century careers, then independent and creative thinking hold the highest currency. The authors explain in detail how to add these new components of literacy:Solution Fluency Information Fluency Creativity Fluency Collaboration Fluency Students must master a completely different set of skills to succeed in a culture of technology-driven automation, abundance, and access to global labor markets. The authors present an effective framework for integrating comprehensive literacy or fluency into the traditional curriculum.
Rick Steves Pocket Barcelona
Rick Steves - 2013
Everything a busy traveler needs is easy to access: a neighborhood overview, city walks and tours, sights, handy food and accommodations charts, an appendix packed with information on trip planning and practicalities, and a fold-out city map.Rick Steves Pocket Barcelona includes the following walks and tours:• Ramblas Ramble• Barri Gotic and Cathedral Tour• Picasso Museum Tour• Eixample Walk• Sagrada Familia Tour
Cognitive Surplus: Creativity and Generosity in a Connected Age
Clay Shirky - 2010
For decades, technology encouraged people to squander their time and intellect as passive consumers. Today, tech has finally caught up with human potential. In Cognitive Surplus, Internet guru Clay Shirky forecasts the thrilling changes we will all enjoy as new digital technology puts our untapped resources of talent and goodwill to use at last. Since we Americans were suburbanized and educated by the postwar boom, we've had a surfeit of intellect, energy, and time-what Shirky calls a cognitive surplus. But this abundance had little impact on the common good because television consumed the lion's share of it-and we consume TV passively, in isolation from one another. Now, for the first time, people are embracing new media that allow us to pool our efforts at vanishingly low cost. The results of this aggregated effort range from mind expanding-reference tools like Wikipedia-to lifesaving-such as Ushahidi.com, which has allowed Kenyans to sidestep government censorship and report on acts of violence in real time. Shirky argues persuasively that this cognitive surplus-rather than being some strange new departure from normal behavior-actually returns our society to forms of collaboration that were natural to us up through the early twentieth century. He also charts the vast effects that our cognitive surplus- aided by new technologies-will have on twenty-first-century society, and how we can best exploit those effects. Shirky envisions an era of lower creative quality on average but greater innovation, an increase in transparency in all areas of society, and a dramatic rise in productivity that will transform our civilization. The potential impact of cognitive surplus is enormous. As Shirky points out, Wikipedia was built out of roughly 1 percent of the man-hours that Americans spend watching TV every year. Wikipedia and other current products of cognitive surplus are only the iceberg's tip. Shirky shows how society and our daily lives will be improved dramatically as we learn to exploit our goodwill and free time like never before.
"These Kids Are Out of Control": Why We Must Reimagine "Classroom Management" for Equity
H. Richard Milner IV - 2018
Historical Thinking and Other Unnatural Acts: Charting the Future of Teaching the Past
Sam Wineburg - 2001
This book demolishes the conventional notion that there is one true history and one best way to teach it.
Including Students with Special Needs: A Practical Guide for Classroom Teachers
Marilyn Friend - 1996
Filled with examples and vignettes, the emphasis is always on teaching methods that promote student independence at all education levels. Its non-categorical approach helps ensure all students’ success regardless of their specific categories of exceptionality.The Sixth edition integrates today’s expectations for students with the authors’ strong commitment to inclusive practices, tempered by the realities of day-today teaching. This text provides a firm grounding in special education practices, an understanding of the professionals who support these students and the procedures followed to ensure their rights are upheld, and a wealth of research-based strategies and interventions that can foster their success.
Yookoso!: An Invitation to Contemporary Japanese = [Yokoso]
Yasu-Hiko Tohsaku - 1994
"Yookoso! An Invitation to Contemporary Japanese" is a complete package of instructional materials for beginning language study.
Approaches to Social Research
Royce A. Singleton Jr. - 1988
Covering all of the fundamentals in a straightforward, student-friendly manner, it is ideal for undergraduate- and graduate-level courses across the social sciences and also serves as an indispensable guide for researchers. Striking a balance between specific techniques and the underlying logic of scientific inquiry, this book provides a lucid treatment of the four major approaches to research: experimentation, survey research, field research, and the use of available data. Richly developed examples of empirical research and an emphasis on the research process enable students to better understand the real-world application of research methods. The authors also offer a unique chapter (13) advocating a multiple-methods strategy.
Artificial Intelligence: A Modern Approach
Stuart Russell - 1994
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
On Course: Strategies for Creating Success in College and in Life
Skip Downing - 1995
Through distinctive guided journal entries, Skip Downing encourages students to explore and develop their personal responsibility, self-motivation, interdependence, and self-esteem, and to make wise choices that create successful results. "Wise Choices in College" sections in each chapter help students develop the study skills they need to excel in their other courses. The 7th edition features expanded coverage of diversity, emphasizing the many ways in which people are different and how these differences often influence the choices they make. Other new topics include a discussion of academic integrity, how to thrive in the college culture, and a research-based section on the importance of developing a growth mindset. Plus, a new Annotated Instructors Edition guides instructors to relevant exercises and materials in the ON COURSE FACILITATOR'S MANUAL. Available with InfoTrac Student Collections http: //gocengage.com/infotrac.
The Accidental Instructional Designer
Cammy Bean - 2014
Filled with her personal insights and tips, The Accidental Instructional Designer covers nearly every aspect of the e-learning design process, including understanding instructional design, creating scenarios, building interactivity, designing visuals, and working with SMEs. You'll learn all about the CBT Lady and how to avoid her instructional design mistakes. Along the way, you'll hear from a few other accidental instructional designers, get ideas for your own projects, and find resources and references to take your own practice to the next level. The Accidental Instructional Designer is perfect for the learning professional or instructional designer who is just getting started with e-learning--or the more experienced practitioner looking for new ideas. In addition to sharing proven techniques and strategies, this book: covers best practices and what to avoid when designing an e-learning program presents e-learning in action through various case studies shows how you can go from being an accidental instructional designer to an intentional one.
Lean Lesson Planning: A practical approach to doing less and achieving more in the classroom
Peps Mccrea - 2015
It outlines a set of mindsets and habits you can use to help you identify the most impactful parts of your teaching, and put them centre stage.It's about doing less to achieve more.But it's also about being happier and more confident in the classroom. Building stronger routines around the essentials will give you more time and space to appreciate and think creatively about your work.POWER UP YOUR PLANNINGLean Lesson Planning draws on the latest evidence from educational research and cognitive science, to present a concise and coherent framework to help you improve learning experiences and outcomes for your students. It's the evidence-based teacher's guide to planning for learning, and sits alongside books such as Teach Like a Champion, Embedded Formative Assessment, and Visible Learning for Teachers.NOTE If you're looking for ways to short-cut the amount of time you spend planning lessons, then this book is not for you. The approach outlined in Lean Lesson Planning requires effort and practice, that given time, will lead to better teaching and higher quality learning for less input.---CONTENTSACT I Lean foundations1. Defining lean 2. Lean mindsets 3. Lean habits ACT II Habits for planning4. Backwards design 5. Knowing knowledge 6. Checking understanding 7. Efficient strategies 8. Lasting learning 9. Inter-lesson planning ACT III Habits for growing10. Building excellence 11. Growth teaching 12. Collective improvement Lean Lesson Planning is the first instalment in the High Impact Teaching series.