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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 explores the basics of digital circuits.
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 video lecture series explores various topics of human-computer interaction.
This video lecture discusses model driven software engineering (theory and tool support).
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...
This online video lecture series gives an introduction to Artificial Intelligence (AI).
This course covers modeling, analysis, and design of distributed control systems. Distributed control systems include large-scale physical systems, engineered multi-agent...
The online lecture serves as an introduction to the theory and practice behind many of today's communications systems.
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 video lecture series gives an introduction to Machine Learning.
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 the way computers are build and designed.
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 discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.
This online lecture gives an introduction to the dependability and reliability of hardware and software systems.
This online lecture covers elementary discrete mathematics for computer science and engineering.
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 deep learning.
This is an online lecture taking a practical approach to proving problems can't be solved efficiently (in polynomial time and assuming standard complexity-theoretic assumptions...
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