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This video lecture discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.
In this online course, through scientific presentations, critical reflection and discussion, students learn current research topics in the field of Cyber Physical Systems.
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...
The online lecture serves as an introduction to the theory and practice behind many of today's communications systems.
This online video lecture series gives an introduction to machine learning and pattern recognition.
This is an online lecture that introduces students to the complexities of working in small, multidisciplinary teams to develop video games. Students will learn creative design...
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 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 video lecture series gives an introduction to Artificial Intelligence (AI).
This online lecture gives an introduction to Cyber-Physical Systems (CPS), combining cyber capabilities (computation and/or communication) with physical capabilities (motion or...
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 Computer Science, Internet technology and the basics of computer hardware (CS105 class at Stanford University). The...
This online video lecture series discusses advanced topics related to algorithms in computer science.
This online lecture series explores how algorithmic puzzles can be solved with computer programming, using the Python programming language.
This online lecture gives an introduction to the dependability and reliability of hardware and software systems.
This online video lecture series gives an introduction to Reinforcement Learning.
This online lecture provides an introduction to mathematical modeling of computational problems.
This online lecture considers the tremendous growth of integrating micro-electronic computing components with regard to their architectures, complexity, design and programming....
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...
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