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This online course aims to provide students with an understanding of the role computation can play in solving problems. It teaches how to solve problems with basic computer...

This online lecture gives an introduction to the dependability and reliability of hardware and software systems.

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

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 discusses advanced topics related to algorithms in computer science.

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

This video lecture series gives an introduction to neural networks and deep learning. It covers topics such as backpropagation, loss functions and optimization strategies,...

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

This online lecture covers major results and directions of research in data structure.

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 machine learning and pattern recognition.

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 biomedical signals and their digital analyis. (Note: course website is in German, but lectures + slides in English.)

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

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

This online lecture provides an introduction to mathematical modeling of computational problems.

This online video lecture series gives an introduction to Machine Learning.

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 overview of statistical methods in language technology, focussing mostly on written language (texts).