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Generative Deep Learning
Generative modeling is one of the hottest topics in AI. It’s now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders,generative adversarial networks (GANs), encoder-decoder models and world models. Author David Foster demonstrates the inner workings of each technique, starting with the basics of deep learning before advancing to some of the most cutting-edge algorithms in the field. Through tips and tricks, you’ll understand how t...
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Game Changer!
Miller and Sharp provide the game-changing tools and information teachers and administrators need to dramatically increase children's access to and engagement with books.
Social Work and Foster Care
Working with children in foster care is a demanding and rigorous aspect of social work practice. Difficult decisions in fast-moving and often complex situations have to be made, and for students and practitioners alike, there is a vast array of legislation, law and social policy to understand. This book is written to help social workers and social work students get to grips with the complexity of foster care. The child is placed at the heart of the text and there are substantial chapters on law, policy frameworks and the overreaching theoretical and research evidence to support good practice. There is also a strong focus on practical skills such as empathy and relationship-based practice. This is an essential text for experienced social workers or those currently in training.
Web-based Education
Successful use of information and communication technologies depends on usable designs that do not require expensive training, accommodate the needs of diverse users and are low cost. There is a growing demand and increasing pressure for adopting innovative approaches to the design and delivery of education, hence, the use of online learning (also called E-learning) as a mode of study. This is partly due to the increasing number of learners and the limited resources available to meet a wide range of various needs, backgrounds, expectations, skills, levels, ages, abilities and disabilities. The advances of new technology and communications (WWW, Human Computer Interaction and Multimedia) have made it possible to reach out to a bigger audience around the globe. By focusing on the issues that have impact on the usability of online learning programs and their implementation, Usability Evaluation of Online Learning Programs specifically fills-in a gap in this area, which is particularly invaluable to practitioners.
High Performance Learning
Schools that want to be world class are now paying attention to the findings from neuroscience and psychology that tell us we can build better brains. They are changing their mindset, expecting success for far more students and no longer being constrained by ideas of genetic potential. High Performance Learning provides readers with a ground-breaking and approachable model for achieving high levels of academic performance for all students and schools. It takes what is known about how people reach advanced cognitive performance and translates it into a practical and user-friendly framework, which can be used with all students to systematically build the cognitive thinking skills and learner b...
The Zones of Regulation
"... a curriculum geared toward helping students gain skills in consciously regulating their actions, which in turn leads to increased control and problem solving abilities. Using a cognitive behavior approach, the curriculum's learning activities are designed to help students recognize when they are in different states called "zones," with each of four zones represented by a different color. In the activities, students also learn how to use strategies or tools to stay in a zone or move from one to another. Students explore calming techniques, cognitive strategies, and sensory supports so they will have a toolbox of methods to use to move between zones. To deepen students' understanding of h...
