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

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 project and quality management in software systems engineering.

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 covers the Internet of Things (IoT), which basically means that virtually every thing can also feature tiny computers that are connected to the Internet.

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

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

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 video lecture series gives an introduction to deep learning.

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

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 gives an introduction to the architecture of supercomputers.

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

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

This online lecture series presents the theory of fundamental machine learning concepts. Topics covered in the video lectures include: Bayesian theory of optimal decisions...

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

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 online video lecture series gives an introduction to Reinforcement Learning.

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.)...

The online lecture serves as an introduction to the theory and practice behind many of today's communications systems.