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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...

Effective field theory is a fundamental framework to describe physical systems with quantum field theory.

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...

This online video lecture series explores various technology trends and fields of innovation.

This online lecture series discusses various aspects of metaphysics.

This online video lecture series explores various topics of robotics.

This online video lecture series explores the process and status of European Integration within the EU member states and beyond. It includes lectures on many individual EU...

This online lecture emphasizes dynamic models of growth and development. Topics covered include: migration, modernization, and technological change; static and dynamic models of...

This short online lecture discusses proof for God´s existence. It is a guest lecture at Universität München held in English after a brief introduction in German.

This video lecture gives an introduction to the area of machine learning. Lecture slides are shown together with the lessons.

This online lecture deals primarily with equilibrium properties of macroscopic systems, basic thermodynamics, chemical equilibrium of reactions in gas and solution phase, and...

This online video lecture series gives an introduction to optoelectronics.

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 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 presents the theory of fundamental machine learning concepts. Topics covered in the video lectures include: Bayesian theory of optimal decisions...

This online lecture explores the dynamics of evolution, including various mathematical models.

This course consists of an international analysis of the impact of epidemic diseases on western society and culture from the bubonic plague to HIV/AIDS and the recent experience...

This online lecture gives an introduction to computer architecture. It explores in great detail how computers are designed.

This online lecture covers the experimental basis of quantum physics. It introduces wave mechanics, Schrödinger's equation in a single dimension, and Schrödinger's equation in...

This online lecture explores Science Fiction as a genre.