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This online lecture series presents the theory of fundamental machine learning concepts. Topics covered in the video lectures include: Bayesian theory of optimal decisions...
This advanced-level online lecture gives an introduction to gravitational waves in astrophysics.
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 video lecture gives an introduction to the area of machine learning. Lecture slides are shown together with the lessons.
This online lecture provides a comprehensive overview of the scientific study of thought and behavior. It explores topics such as perception, communication, learning, memory,...
This series of online lectures discusses various aspects about religion and interdisciplinary and interreligious academic and social discourse.
This lecture series addresses questions related to the foundations of Quantum Mechanics. Topics include: Bell´s inequalities and Entanglement, Measurements, Decoherence and the...
This online lecture series discusses various aspects of metaphysics.
This online lecture aims to help students acquire both the mathematical principles and the intuition necessary to create, analyze, and understand insightful models for a broad...
This video lecture gives an introduction to ceramics.
This short online course explains the cosmic origin of the elements: The lighter elements were mostly produced in the Big Bang, and the rest were formed within stars and...
This online lecture about transportation analysis uses modeling and simulation to address the mathematical background while modeling transportation system scenarios such as...
This online lecture covers major results and directions of research in data structure.
This online video lecture series gives an introduction to Reinforcement Learning.
This online lecture aims to provide an understanding of radar systems concepts and technologies to military officers and civilians involved in radar systems development,...
This online lecture gives an introduction to quantum optics.
This online lecture is particularly recommended for persons who are interested in starting or are involved in a new business or venture.
This online video lecture series gives an introduction to Artificial Intelligence (AI).
In this online course, through scientific presentations, critical reflection and discussion, students learn current research topics in the field of Cyber Physical Systems.
This video lecture discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.
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