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This lecture complements (and builds on top of) the lectures "Introduction to Pattern Recognition" and "Pattern Recognition". The lecture focusses on modeling of densities, and...
This online lecture discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine learning methods.
This online lecture video introduces students to the basic knowledge representation, problem solving, and learning methods of artificial intelligence.(Note: Also check out our...
This course is intended to provide an up-to-date introduction to the development of English society between the late fifteenth and the early eighteenth centuries.
This advanced-level online lecture gives an introduction to gravitational waves in astrophysics.
This survey course introduces students to the important and basic material on human fertility, population growth, the demographic transition and population policy.
This course provides an integrated introduction to electrical engineering and computer science, taught using substantial laboratory experiments with mobile robots.
This online course teaches the toolkit for mastering challenges in computational psychiatry. It covers a variety of mathematical models for studying learning, decision-making or...
This online lecture discusses aspects of Decays in Quantum Field Theory.
This series of online lectures discusses various aspects about religion and interdisciplinary and interreligious academic and social discourse.
This course attempts to explain the role and the importance of the financial system in the global economy. The course also gives a picture of the kind of thinking and analysis...
This online lecture gives an introduction to machine learning for physicists. [Note: Lectures 1 and 2 are not in the right order on the course overview page.]
This online course aims to provide students with an understanding of the role computation can play in solving problems. It teaches how to solve problems with basic computer...
This online course introduces microeconomic concepts and analysis, supply and demand analysis, theories of the firm and individual behavior, competition and monopoly, and...
Topics covered in this online lecture (part 2) include the general formalism of quantum mechanics, harmonic oscillator, quantum mechanics in three-dimensions, angular momentum,...
In "The American Novel Since 1945" students will study a wide range of works from 1945 to the present. The course traces the formal and thematic developments of the novel in...
This online lecture covers social development, social behaviour, social cognition and social neuroscience, in both human and non-human social animals.
This online lecture is particularly recommended for persons who are interested in starting or are involved in a new business or venture.
This online lecture series explores real-world applications of category theory. Category theory provides a framework in which to organize formal systems and by which to...
This online lecture series gives an introduction to nuclear and particle physics.
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