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

This online video lecture series gives an introduction to Reinforcement Learning.

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 gives an introduction to the concept of Parallel Programming.

This online lecture introduces the core theory of modern financial economics and financial management, with a focus on capital markets and investments.

This online lecture provides a review of linear algebra, including applications to networks, structures, and estimation, Lagrange multipliers. (The title of part 2 is:...

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

This online lecture gives an introduction to the dependability and reliability of hardware and software systems.

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

This online lecture series gives an introduction to quantum mechanics for use by chemists. Topics include particles and waves, wave mechanics, semi-classical quantum mechanics,...

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

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

This online lecture offers a holistic view of the aircraft as a system, covering: basic systems engineering; cost and weight estimation; basic aircraft performance; safety and...

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

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 lecture series explores functional analysis, i.e. solving both linear and nonlinear problems posed on a normed space that is no longer finite-dimensional. Topics...

Videospiele / Psychologie

This online lecture provides an introduction to mathematical modeling of computational problems.

This online lecture takes a broad-based look at poker theory and applications of poker analytics to investment management and trading.

This is an intermediate algorithms course with an emphasis on teaching techniques for the design and analysis of efficient algorithms, emphasizing methods of application.