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

The focus of this course (part 2 of 2) is on coding techniques for approaching the Shannon limit of additive white Gaussian noise (AWGN) channels, their performance analysis,...

This online lecture covers major results and directions of research in data structure.

This online lecture video introduces students to the basic knowledge representation, problem solving, and learning methods of artificial intelligence.(Note: Also check out our...

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

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

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 online lecture gives an overview of hardware-software co-design, including structural concepts, architectures and design methods.

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

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

In this online course, through scientific presentations, critical reflection and discussion, students learn current research topics in the field of Cyber Physical Systems.

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

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

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

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

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

This online course aims to provide students with an understanding of the role computation can play in solving problems. It teaches how to solve problems with basic computer...