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

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

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

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...

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 video lecture discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.

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

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

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 Computer Science, Internet technology and the basics of computer hardware (CS105 class at Stanford University). The...

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

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

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

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

This online lecture gives an introduction to computer architecture. It explores in great detail how computers are 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 online lecture provides an introduction to mathematical modeling of computational problems.