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

This online lecture series gives an introduction to gravitational waves. [The original title is in German, but the lectures are in English.] The content starts after app. 6...

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 explores the dynamics of evolution, including various mathematical models.

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

This series of video lectures explores various technologies involved in building distributed, data-intensive systems.

This advanced-level online lecture gives an introduction to gravitational waves in astrophysics.

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

This video lecture gives an introduction to the area of computer games such as Massive Multiplayer Online Games (MMOG). It includes the server architecture for games, game...

This video lecture series gives an introduction to neural networks and deep learning. It covers topics such as backpropagation, loss functions and optimization strategies,...

This online lecture series gives an introduction to design thinking. The main focus of the lectures is the theoretical background of design thinking, including the relevant...

This online lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).

This online lecture gives an introduction to quantum optics.

This online lecture gives an introduction to the architecture of supercomputers.

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 series discusses the evolution and role of urban public transportation modes, systems, and services, focusing on bus and rail. It covers various topics,...

This online lecture series explores real-world applications of category theory. Category theory provides a framework in which to organize formal systems and by which to...

This online lecture series reviews linear algebra with applications to probability and statistics and optimization. It covers linear algebra concepts that are key for...

This online lecture series introduces some of the important model systems studied in contemporary physics, including two-dimensional electron systems, the fine structure of...

This online lecture series explores how algorithmic puzzles can be solved with computer programming, using the Python programming language.