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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 video lecture discusses model driven software engineering (theory and tool support).

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 series of lectures gives an introduction to complex analysis.

The 16 lectures in this course cover the topics of adaptive antennas and phased arrays.

This online lecture includes the energy levels, the statistical behavior and internal energy, energy transport in the forms of waves and particles, scattering and heat...

This online lecture discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine learning methods.

This online lecture / workshop discusses how some empirically unconfirmed or inconclusively confirmed theories in physics have nevertheless attained a high degree of trust among...

This is an online lecture about the design and implementation of secure computer systems. Lectures cover threat models, attacks that compromise security, and techniques for...

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

This online lecture gives an introduction to the concepts of machine learning. (Some math and programming experience required.)

This online lecture is an introduction to the theory that tries to explain how minds are made from collections of simpler processes.

Diese Online-Vorlesung behandelt die Kunst und Architektur der USA.

This online lecture uses the theory and application of atomistic computer simulations to model, understand, and predict the properties of real materials.

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...

The goal of this online lecture is to illustrate the spectroscopy of small molecules in the gas phase.

This lecture focuses on recent developments in image processing driven by medical applications. All algorithms are motivated by practical problems. The mathematical tools...

This online video lecture series gives an introduction to deep learning.

This online lecture series covers the basic principles of Einstein's general theory of relativity, differential geometry, experimental tests of general relativity, black holes,...