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This string theory lecture focuses on holographic duality (also known as gauge / gravity duality or AdS / CFT) as a novel method of approaching and connecting a range of diverse...
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 series explores the history of WWI.
This online lecture gives an introduction to cooperation systems related to digital computer systems.
This online lecture discusses various aspects around internet security. After a brief introduction to the structure of the internet, problems such as hackers and viruses, the...
This online video lecture series gives an introduction to linguistics.
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 lecture series gives an introduction to quantum computing. It includes topics such as the history of quantum computing, the basics of quantum mechanics, quantum...
This series of video lectures explores various technologies involved in building distributed, data-intensive systems.
This video lecture gives an introduction to the area of machine learning. Lecture slides are shown together with the lessons.
This is the second of a two-part online lecture beginning with Atomic and Optical Physics I that provides the foundations for contemporary research in selected areas of atomic...
Basic principles of Statistical Mechanics are examined in this online lecture. Topics include: Thermodynamics, probability theory, kinetic theory, classical statistical...
This online lecture series presents the theory of fundamental machine learning concepts. Topics covered in the video lectures include: Bayesian theory of optimal decisions...
The overall goal of this course is to familiarize the students with the potential, the requirements and the problems of designing dynamic biological elements that are of central...
This online lecture gives an introduction to biomedical signals and their digital analyis. (Note: course website is in German, but lectures + slides in English.)
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 presents real-world examples in which quantitative methods provide a significant competitive edge for companies. The lectures present the key...
This online lecture gives an introduction to Cyber-Physical Systems (CPS), combining cyber capabilities (computation and/or communication) with physical capabilities (motion or...
This online lecture focuses on the equations and techniques most useful in science and engineering.
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