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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 introduction to the concepts of machine learning. (Some math and programming experience required.)
This series of video lectures explores various technologies involved in building distributed, data-intensive systems.
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 video lecture gives an introduction to project and quality management in software systems engineering.
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 considers the tremendous growth of integrating micro-electronic computing components with regard to their architectures, complexity, design and programming....
This online lecture explores the basics of digital circuits.
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 video lecture series gives an introduction to Reinforcement Learning.
This course covers modeling, analysis, and design of distributed control systems. Distributed control systems include large-scale physical systems, engineered multi-agent...
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 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...
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 Artificial Intelligence (AI).
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.
The online lecture serves as an introduction to the theory and practice behind many of today's communications 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...
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