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

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

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

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

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 video lecture series gives an introduction to machine learning and pattern recognition.

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 is an online lecture that introduces students to the complexities of working in small, multidisciplinary teams to develop video games. Students will learn creative design...

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

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 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 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 lecture gives an introduction to cooperation systems related to digital computer systems.

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 video lecture series gives an introduction to Artificial Intelligence (AI).

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

This online lecture covers elementary discrete mathematics for computer science and engineering.

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 gives an introduction to biomedical signals and their digital analyis. (Note: course website is in German, but lectures + slides in English.)