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

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

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

This course provides an integrated introduction to electrical engineering and computer science, taught using substantial laboratory experiments with mobile robots.

This online video lecture series gives an introduction to Natural Language Understanding as a sub-problem of artificial intelligence.

This series of video lectures explores various technologies involved in building distributed, data-intensive systems.

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

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

This video lecture gives an introduction to project and quality management in software systems engineering.

This online video lecture series gives an introduction to Computer Science, Internet technology and the basics of computer hardware (CS105 class at Stanford University). The...

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 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 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 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 lecture series gives an introduction to quantum computing. It includes topics such as the history of quantum computing, the basics of quantum mechanics, quantum...

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 explores the basics of digital circuits.

This course covers modeling, analysis, and design of distributed control systems. Distributed control systems include large-scale physical systems, engineered multi-agent...

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