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Author : Jason K. McDonald
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (124 download)
Download or read book Design for Learning written by Jason K. McDonald and published by . This book was released on 2021 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Valliappa Lakshmanan
Publisher : O'Reilly Media
ISBN 13 : 1098115759
Total Pages : 408 pages
Book Rating : 4.0/5 (981 download)
Download or read book Machine Learning Design Patterns written by Valliappa Lakshmanan and published by O'Reilly Media. This book was released on 2020-10-15 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of hundreds of experts into straightforward, approachable advice. In this book, you will find detailed explanations of 30 patterns for data and problem representation, operationalization, repeatability, reproducibility, flexibility, explainability, and fairness. Each pattern includes a description of the problem, a variety of potential solutions, and recommendations for choosing the best technique for your situation. You'll learn how to: Identify and mitigate common challenges when training, evaluating, and deploying ML models Represent data for different ML model types, including embeddings, feature crosses, and more Choose the right model type for specific problems Build a robust training loop that uses checkpoints, distribution strategy, and hyperparameter tuning Deploy scalable ML systems that you can retrain and update to reflect new data Interpret model predictions for stakeholders and ensure models are treating users fairly
Author : Julie Dirksen
Publisher : New Riders
ISBN 13 : 0321768434
Total Pages : 272 pages
Book Rating : 4.3/5 (217 download)
Download or read book Design for how People Learn written by Julie Dirksen and published by New Riders. This book was released on 2011 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Products, technologies, and workplaces change so quickly today that everyone is continually learning. Many of us are also teaching, even when it's not in our job descriptions. Whether it's giving a presentation, writing documentation, or creating a website or blog, we need and want to share our knowledge with other people. But if you've ever fallen asleep over a boring textbook, or fast-forwarded through a tedious e-learning exercise, you know that creating a great learning experience is harder than it seems. In Design For How People Learn, you'll discover how to use the key principles behind learning, memory, and attention to create materials that enable your audience to both gain and retain the knowledge and skills you're sharing. Using accessible visual metaphors and concrete methods and examples, Design For How People Learn will teach you how to leverage the fundamental concepts of instructional design both to improve your own learning and to engage your audience.
Author : Crystal Kadakia
Publisher : Association for Talent Development
ISBN 13 : 195049666X
Total Pages : 359 pages
Book Rating : 4.9/5 (54 download)
Download or read book Designing for Modern Learning written by Crystal Kadakia and published by Association for Talent Development. This book was released on 2020-06-30 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: Meet Learning Needs With New Tools and New Thinking Learning is no longer an activity or luxury that only occurs at specific stages in your life or career. With the digital revolution, learning has become immediate, real-time, and relevant whether you’re young, old, in the workforce, in school, or at home. As a learning and development professional, you’ve likely confronted the digital learning revolution armed with instructional design models from the pre-digital world. But today’s digital universe has a new model to address its wealth of new technologies and a new philosophy of learning experience design: learning cluster design. Designing for Modern Learning: Beyond ADDIE and SAM offers you and your learners a new way to learn. It describes the fundamental shift that has occurred in the nature of L&D’s role as a result of the digital revolution and introduces a new five-step model: the Owens-Kadakia Learning Cluster Design Model (OK-LCD Model), a new five-step model for training design that meets the needs of modern learning. The model’s five steps or actions are an easy-to-follow mnemonic, CLUSTER: Change on-the-job behavior Learn learner-to-learner differences Upgrade existing assets Surround learning with meaningful assets Track transformation of Everyone’s Results. In each chapter, the authors share stories of business leaders, L&D professionals, and learners who have successfully adopted the OK-LCD Model, detailing how they altered organizational mindsets to meet the needs of modern learners and their organizations. Included are how-to features, tools, tips, and real-life “in practice” sections. This is an exciting time to be in L&D. It’s time to join the revolution.
Author : Mary Kalantzis
Publisher : Common Ground
ISBN 13 : 1863355871
Total Pages : 339 pages
Book Rating : 4.8/5 (633 download)
Download or read book Learning by Design written by Mary Kalantzis and published by Common Ground. This book was released on 2005 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learning by design guide.
Author : Anne Meyer
Publisher : CAST Professional Publishing
ISBN 13 : 9781930583542
Total Pages : 234 pages
Book Rating : 4.5/5 (835 download)
Download or read book Universal Design for Learning written by Anne Meyer and published by CAST Professional Publishing. This book was released on 2015-12 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: Anne Meyer and David Rose, who first laid out the principles of UDL, provide an ambitious, engaging discussion of new research and best practices. This book gives the UDL field an essential and authoritative learning resource for the coming years. In the 1990s, Anne Meyer, David Rose, and their colleagues at CAST introduced Universal Design for Learning (UDL) as a framework to improve teaching and learning in the digital age, sparking an international reform movement. Now Meyer and Rose return with Universal Design for Learning: Theory and Practice, an up-to-date multimedia online book (with print and e-book options) that leverages more than a decade of research and implementation. This is the first significant new statement on UDL since 2002, an ambitious, engaging exploration of ideas and best practices that provides the growing UDL field with an essential and authoritative learning resource for the coming years. This new work includes contributions from CAST's research and implementation teams as well as from many of CAST's collaborators in schools, universities, and research settings. Readers are invited to contribute ideas, perspectives, and examples from their own practice in an online community of practice. --
Author : Grant P. Wiggins
Publisher : ASCD
ISBN 13 : 1416600353
Total Pages : 383 pages
Book Rating : 4.4/5 (166 download)
Download or read book Understanding by Design written by Grant P. Wiggins and published by ASCD. This book was released on 2005 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is understanding and how does it differ from knowledge? How can we determine the big ideas worth understanding? Why is understanding an important teaching goal, and how do we know when students have attained it? How can we create a rigorous and engaging curriculum that focuses on understanding and leads to improved student performance in today's high-stakes, standards-based environment? Authors Grant Wiggins and Jay McTighe answer these and many other questions in this second edition of Understanding by Design. Drawing on feedback from thousands of educators around the world who have used the UbD framework since its introduction in 1998, the authors have greatly revised and expanded their original work to guide educators across the K-16 spectrum in the design of curriculum, assessment, and instruction. With an improved UbD Template at its core, the book explains the rationale of backward design and explores in greater depth the meaning of such key ideas as essential questions and transfer tasks. Readers will learn why the familiar coverage- and activity-based approaches to curriculum design fall short, and how a focus on the six facets of understanding can enrich student learning. With an expanded array of practical strategies, tools, and examples from all subject areas, the book demonstrates how the research-based principles of Understanding by Design apply to district frameworks as well as to individual units of curriculum. Combining provocative ideas, thoughtful analysis, and tested approaches, this new edition of Understanding by Design offers teacher-designers a clear path to the creation of curriculum that ensures better learning and a more stimulating experience for students and teachers alike.
Author : Tracey E. Hall
Publisher : Guilford Press
ISBN 13 : 1462506313
Total Pages : 177 pages
Book Rating : 4.4/5 (625 download)
Download or read book Universal Design for Learning in the Classroom written by Tracey E. Hall and published by Guilford Press. This book was released on 2012-07-31 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Clearly written and well organized, this book shows how to apply the principles of universal design for learning (UDL) across all subject areas and grade levels. The editors and contributors describe practical ways to develop classroom goals, assessments, materials, and methods that use UDL to meet the needs of all learners. Specific teaching ideas are presented for reading, writing, science, mathematics, history, and the arts, including detailed examples and troubleshooting tips. Particular attention is given to how UDL can inform effective, innovative uses of technology in the inclusive classroom. Subject Areas/Keywords: assessments, classrooms, content areas, curriculum design, digital media, educational technology, elementary, inclusion, instruction, learning disabilities, literacy, schools, secondary, special education, supports, teaching methods, UDL, universal design Audience: General and special educators in grades K-8, literacy specialists, school psychologists, administrators, teacher educators, and graduate students"--
Author : Sharon Boller
Publisher : Association for Talent Development
ISBN 13 : 1950496198
Total Pages : 225 pages
Book Rating : 4.9/5 (54 download)
Download or read book Design Thinking for Training and Development written by Sharon Boller and published by Association for Talent Development. This book was released on 2020-06-09 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Better Learning Solutions Through Better Learning Experiences When training and development initiatives treat learning as something that occurs as a one-time event, the learner and the business suffer. Using design thinking can help talent development professionals ensure learning sticks to drive improved performance. Design Thinking for Training and Development offers a primer on design thinking, a human-centered process and problem-solving methodology that focuses on involving users of a solution in its design. For effective design thinking, talent development professionals need to go beyond the UX, the user experience, and incorporate the LX, the learner experience. In this how-to guide for applying design thinking tools and techniques, Sharon Boller and Laura Fletcher share how they adapted the traditional design thinking process for training and development projects. Their process involves steps to: Get perspective. Refine the problem. Ideate and prototype. Iterate (develop, test, pilot, and refine). Implement. Design thinking is about balancing the three forces on training and development programs: learner wants and needs, business needs, and constraints. Learn how to get buy-in from skeptical stakeholders. Discover why taking requests for training, gathering the perspective of stakeholders and learners, and crafting problem statements will uncover the true issue at hand. Two in-depth case studies show how the authors made design thinking work. Job aids and tools featured in this book include: a strategy blueprint to uncover what a stakeholder is trying to solve an empathy map to capture the learner’s thoughts, actions, motivators, and challenges an experience map to better understand how the learner performs. With its hands-on, use-it-today approach, this book will get you started on your own journey to applying design thinking.
Author : Dorian Peters
Publisher : Pearson Education
ISBN 13 : 0321903048
Total Pages : 273 pages
Book Rating : 4.3/5 (219 download)
Download or read book Interface Design for Learning written by Dorian Peters and published by Pearson Education. This book was released on 2014 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: In offices, colleges, and living rooms across the globe, learners of all ages are logging into virtual laboratories, online classrooms, and 3D worlds. Kids from kindergarten to high school are honing math and literacy skills on their phones and iPads. If that weren't enough, people worldwide are aggregating internet services (from social networks to media content) to learn from each other in "Personal Learning Environments." Strange as it sounds, the future of education is now as much in the hands of digital designers and programmers as it is in the hands of teachers. And yet, as interface designers, how much do we really know about how people learn? How does interface design actually impact learning? And how do we design environments that support both the cognitive and emotional sides of learning experiences? The answers have been hidden away in the research on education, psychology, and human computer interaction, until now. Packed with over 100 evidence-based strategies, in this book you'll learn how to: Design educational games, apps, and multimedia interfaces in ways that enhance learning Support creativity, problem-solving, and collaboration through interface design Design effective visual layouts, navigation, and multimedia for online and mobile learning Improve educational outcomes through interface design.
Author : Mirjam Neelen
Publisher : Kogan Page Publishers
ISBN 13 : 1789661420
Total Pages : 328 pages
Book Rating : 4.7/5 (896 download)
Download or read book Evidence-Informed Learning Design written by Mirjam Neelen and published by Kogan Page Publishers. This book was released on 2020-02-03 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learning and Development (L&D) programmes are too often based on fads, the latest trends or learning designers' personal preferences without critical evaluation. Evidence-Informed Learning Design allows learning professionals to move away from this type of approach by showing them how to assess and apply relevant scientific literature, learning science research and proven learning techniques to design their training in a way that will make a measurable difference to employee performance and overall business success. Packed with tips, tools and examples, Evidence-Informed Learning Design enables L&D and training professionals to save both time and money by ensuring that efforts are focused on designing learning that's proven to be effective. Covering techniques like interleaving and self-directed and self-regulated learning, as well as debunking myths and fallacies in the field, it covers how best to test, measure and reinforce learning in both online, offline and face-to-face scenarios. To ensure that employees develop the skills the business needs to succeed and that the L&D function is recognised as adding true organizational value, this book is essential reading for anyone responsible for designing learning.
Author : Gayle V. Davidson-Shivers
Publisher : Springer
ISBN 13 : 331967840X
Total Pages : 387 pages
Book Rating : 4.3/5 (196 download)
Download or read book Web-Based Learning written by Gayle V. Davidson-Shivers and published by Springer. This book was released on 2017-11-11 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second edition is a practical, easy-to-read resource on web-based learning. The book ably and clearly equips readers with strategies for designing effective online courses, creating communities of web-based learners, and implementing and evaluating based on an instructional design framework. Case example, case studies, and discussion questions extend readers skills, inspire discussion, and encourage readers to explore the trends and issues related to online instructional design and delivery.
Author : Jay McTighe
Publisher : Teachers College Press
ISBN 13 : 0807765406
Total Pages : 113 pages
Book Rating : 4.8/5 (77 download)
Download or read book Assessing Student Learning by Design written by Jay McTighe and published by Teachers College Press. This book was released on 2021 with total page 113 pages. Available in PDF, EPUB and Kindle. Book excerpt: "How might we might help teachers use classroom assessments to gather appropriate evidence for all valued learning goals? How might our classroom assessments serve to promote learning, not just measure it? This book addresses these questions by offering a practical and proven Assessment Planning Framework. The Framework examines four different types of learning goals, considers various purposes and audiences for assessment, reviews five categories of assessment methods, and presents options for communicating results. This updated edition addresses the assessment of academic standards as well as transdisciplinary outcomes (e.g., 21st century skills), and describes the principles and practices underlying standards-based grading"--
Author : Allen Holub
Publisher : Apress
ISBN 13 : 1430207256
Total Pages : 426 pages
Book Rating : 4.4/5 (32 download)
Download or read book Holub on Patterns written by Allen Holub and published by Apress. This book was released on 2004-09-27 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: * Allen Holub is a highly regarded instructor for the University of California, Berkeley, Extension. He has taught since 1982 on various topics, including Object-Oriented Analysis and Design, Java, C++, C. Holub will use this book in his Berkeley Extension classes. * Holub is a regular presenter at the Software Development conferences and is Contributing Editor for the online magazine JavaWorld, for whom he writes the Java Toolbox. He also wrote the OO Design Process column for IBM DeveloperWorks. * This book is not time-sensitive. It is an extremely well-thought out approach to learning design patterns, with Java as the example platform, but the concepts presented are not limited to just Java programmers. This is a complement to the Addison-Wesley seminal "Design Patterns" book by the "Gang of Four".
Author : Michael W. Allen
Publisher : John Wiley & Sons
ISBN 13 : 1118047060
Total Pages : 246 pages
Book Rating : 4.1/5 (18 download)
Download or read book Designing Successful e-Learning written by Michael W. Allen and published by John Wiley & Sons. This book was released on 2011-01-21 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the second volume of six in Michael Allen’s e-Learning Library—a comprehensive collection of proven techniques for creating e-learning applications that achieve targeted behavioral outcomes through meaningful, memorable, and motivational learning experiences. This book examines common instructional design practices with a critical eye and recommends substituting success rather than tradition as a guide. Drawing from theory, research, and experience in learning and behavioral change, the author provides a framework for addressing a broader range of learner needs and achieving superior performance outcomes.
Author : Tim Slade
Publisher :
ISBN 13 :
Total Pages : 234 pages
Book Rating : 4.6/5 (151 download)
Download or read book The ELearning Designer's Handbook written by Tim Slade and published by . This book was released on 2020-09-02 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: LEARN HOW TO DESIGN ELEARNING THAT DELIVERS RESULTS (AND DOESN'T SUCK)! When you're tasked with creating your very first eLearning course, it can be hard (and downright scary) trying to figure out where to begin. You likely have a million questions running through your head. How do you plan your project and set it up for success? How do you collect learning content from your subject matter experts? Why do you need an eLearning storyboard, and how do you write one? How do you develop a prototype of your eLearning course? And, what the heck is a prototype anyway? When and where should you include interactivity? When should you let your SMEs review your course? And what's a "SME" again? And what do you do when they don't give you feedback? Trying to get answers to all of these questions can quickly leave you saying to yourself, "I don't think I'm cut out for this eLearning thing!" But, here's some good news: you're not alone! The truth is, most eLearning designers entered fell, stumbled, and dropped into the world of eLearning entirely by accident. This is where the second edition of The eLearning Designer's Handbook can help! In this book, Tim Slade will show you that the eLearning development process doesn't have to be as complicated as it might seem. If you're new to eLearning, Tim will walk you through the complete eLearning design and development process, providing you practical tips and advice, based on his own experience working as an eLearning designer for over a decade. With the second edition of The eLearning Designer's Handbook, you'll discover how to... Plan your eLearning project by conducting a kickoff meeting with your stakeholders. Conduct a needs analysis and recommend a training solution. Draft an eLearning project plan and development timeline. Define the learning objectives and create a blended training solution. Collect and organize your learning content into a design document. Create a course outline and draft a storyboard of your eLearning course. Create a prototype and develop your course with an eLearning authoring tool. Incorporate interactivity into your eLearning course. Reduce cognitive load and increase learning retention. Deliver and measure the effectiveness of your eLearning course. Conduct a retrospective at the end of your project. So, what's new in the second edition? With the second edition of The eLearning Designer's Handbook, Tim Slade went back to the drawing board to rewrite and redesign every single page of the book. Not only does the second edition include a boatload of new content on instructional design best practices, but it also includes even more practical content geared towards new eLearning designers. With the second edition of The eLearning Designer's Handbook, you'll get... 3X more content Full-color print Real-world examples More tools and templates
Author : Amanda Nichols Hess
Publisher : American Library Association
ISBN 13 : 0838948146
Total Pages : 143 pages
Book Rating : 4.8/5 (389 download)
Download or read book Modular Online Learning Design written by Amanda Nichols Hess and published by American Library Association. This book was released on 2020-12-14 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: Does your online instruction program sometimes feel like a constant scramble to keep pace with requests and deadlines? Modular design is the answer. Approaching projects, whether large and small, with an eye towards future uses will put you on the path to accomplishing broader, organizational goals. And by intentionally building documentation and structure into your process, you will create content that can easily be scaled, modified, adapted, and transformed to meet different learner needs. Hess, experienced in online instruction in both K-12 and academic libraries, shows you how, using project examples of various sizes to illustrate each chapter’s concepts. Her resource guides you through such topics as the eight components of modular online learning design; key considerations for choosing the design model that best fits your organization and project; techniques for connecting your online learning goals with institutional strategy; using the IDEA process to align OER content with your instructional needs; documenting your planning with checklists, scaffolds, and templates; ensuring equity of access with all content formats using the Accessibility Inventory Index; principles for scaling up, down, or laterally; three models for more meaningful and functional collaboration with internal or external partners; and formative testing as a foundation for ongoing evaluation and assessment.
