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

This course offers a series of lectures on parallel programming concepts as well as a group project providing hands-on experience with parallel programming.

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

In this online course, through scientific presentations, critical reflection and discussion, students learn current state-of-the art topics in the field of Ubiquitous Computing.

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

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 Artificial Intelligence (AI).

This online lecture about transportation analysis uses modeling and simulation to address the mathematical background while modeling transportation system scenarios such as...

This online video lecture series gives an introduction to the way computers are build and designed.

This online course covers system identification. It includes eg. Introduction to modeling: Black-box and grey-box models; Parametric and non-parametric models; ARX, ARMAX (etc.)...

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

This series of online lectures discusses the fundamental concepts of communication networks, with a focus on computer networking. Participants will learn to identify relevant...

This online lecture gives an introduction to Cyber-Physical Systems (CPS), combining cyber capabilities (computation and/or communication) with physical capabilities (motion or...

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

This online video lecture series discusses advanced topics related to algorithms in computer science.

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

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

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...