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

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.)...

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

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

This online lecture explores the basics of digital circuits.

This online lecture gives an introduction to the concept of Parallel Programming.

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

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

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.

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

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

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

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

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 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 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 covers elementary discrete mathematics for computer science and engineering.

This online video lecture series explores various topics of human-computer interaction.