The course focuses on the problem of supervised learning within the framework of Statistical Learning Theory. It starts with a review of classical statistical techniques, including Regularization Theory in RKHS for multivariate function approximation from sparse data. Next, VC theory is discussed in detail and used to justify classification and regression techniques such as Regularization Networks and Support Vector Machines. Selected topics such as boosting, feature selection and multiclass classification will complete the theory part of the course. During the course we will examine applications of several learning techniques in areas such as computer vision, computer graphics, database search and time-series analysis and prediction. We will briefly discuss implications of learning theories for how the brain may learn from experience, focusing on the neurobiology of object recognition. We plan to emphasize hands-on applications and exercises, paralleling the rapidly increasing practical uses of the techniques described in the subject.

This course highlights the interplay between cellular and molecular storage mechanisms and the cognitive neuroscience of memory, with an emphasis on human and animal models of hippocampal mechanisms and function. Class sessions include lectures and discussion of papers.

Roles of neural plasticity in learning and memory and in development of invertebrates and mammals. An in-depth critical analysis of current literature of molecular, cellular, genetic, electrophysiological, and behavioral studies. Discussion of original papers supplemented by introductory lectures.

Lectures and discussions in this course cover the clinical, behavioral, and molecular aspects of the brain aging processes in humans. Topics include the loss of memory and other cognitive abilities in normal aging, as well as neurodegenerative conditions such as Parkinson’s and Alzheimer’s diseases. Discussions based on readings taken from primary literature explore the current research in this field.

This course explores the social relevance of neuroscience, considering how emerging areas of brain research at once reflect and reshape social attitudes and agendas. Topics include brain imaging and popular media; neuroscience of empathy, trust, and moral reasoning; new fields of neuroeconomics and neuromarketing; ethical implications of neurotechnologies such as cognitive enhancement pharmaceuticals; neuroscience in the courtroom; and neuroscientific recasting of social problems such as addiction and violence. Guest lectures by neuroscientists, class discussion, and weekly readings in neuroscience, popular media, and science studies.

Presentation for school leaders, including superintendents and principals, that covers the possible fiscal, student learning and teaching impacts of using OER in the classroom. It has examples from Liberty Public School, MO - one of the first #GoOpen Ambassador school districts in the US. Links to resources and research (from 2015-2018) is included on the presentation.

The Topic introduces various OER repositories  in India including the SWAYAM. It also focus the challenges and tips for adopting OERs for beginners. 

The Open Content Photography Program is being built to help people to learn professional photography. It is not a book about photography, it's a book about learning photography on your own.

The course is structured around a core of fundamental concepts concerning how we view organizations, and the application of these concepts to basic domains of action crucial for contemporary businesses: sensemaking, learning, knowing, and change. We view organizations as enacted systems, wherein humans are continually shaping the structures that influence their action in turn. In other words, we create the systems that then create us.

Learn how parental care is displayed by animals in their environment and how different species show parental care in different ways. As part of the Ecology topic from the Virtual School. Are you a passionate teacher who would like to reach hundreds of thousands of learners? Get in touch: vsteam@fusion-universal.com | Find out more: http://www.thevirtualschool.com | This video is distributed under a Creative Commons License: Attribution-NonCommercial-NoDerivs CC BY-NC-ND

What if educators could see what a student knows, what they need to know, and how to motivate them...all by looking at a map? Danny Hillis, Chairman and Co-Founder of Applied Minds, asks us to imagine a learning map that goes beyond existing search engines to show educators just that.

For all of the bodies attached to the many great minds that walk the Institute’s halls, in the work that goes on at MIT the body is present as an object of study, but is all but unrecognized as an important dimension of our intelligence and experience. Yet the body is the basis of our experience in the world; it is the very foundation on which cognitive intelligence is built. Using the MIT gymnastics gym as our laboratory, the Physical Intelligence activity will take an innovative, hands-on approach to explore the kinesthetic intelligence of the body as applicable to a wide range of disciplines. Via exercises, activities, readings and discussions designed to excavate our physical experience, we will not only develop balance, agility, flexibility and strength, but a deep appreciation for the inherent unity of mind and body that suggests physical intelligence as a powerful complement to cognitive intelligence.

New America’s Education Policy program uses original research and policy analysis to help solve the nation’s critical education problems, crafting objective analyses and suggesting new ideas for policymakers, educators, and the public at large. We combine a steadfast concern for historically disadvantaged populations with a belief that better information about education can vastly improve both the policies that govern educational institutions and the quality of learning itself.

Psychology is designed to meet scope and sequence requirements for the single-semester introduction to psychology course. The book offers a comprehensive treatment of core concepts, grounded in both classic studies and current and emerging research. The text also includes coverage of the DSM-5 in examinations of psychological disorders. Psychology incorporates discussions that reflect the diversity within the discipline, as well as the diversity of cultures and communities across the globe.Senior Contributing AuthorsRose M. Spielman, Formerly of Quinnipiac UniversityContributing AuthorsKathryn Dumper, Bainbridge State CollegeWilliam Jenkins, Mercer UniversityArlene Lacombe, Saint Joseph's UniversityMarilyn Lovett, Livingstone CollegeMarion Perlmutter, University of Michigan

By the end of this section, you will be able to:Explain how learned behaviors are different from instincts and reflexesDefine learningRecognize and define three basic forms of learning—classical conditioning, operant conditioning, and observational learning