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This series of video lectures explores various technologies involved in building distributed, data-intensive systems.
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.)...
This online lecture covers major results and directions of research in data structure.
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 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 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 Cyber-Physical Systems (CPS), combining cyber capabilities (computation and/or communication) with physical capabilities (motion or...
This online lecture gives an introduction to the concepts of machine learning. (Some math and programming experience required.)
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 Artificial Intelligence (AI).
This online lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).
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 online lecture gives an overview of hardware-software co-design, including structural concepts, architectures and design methods.
This online video lecture series explores various topics of human-computer interaction.
This online lecture video introduces students to the basic knowledge representation, problem solving, and learning methods of artificial intelligence.(Note: Also check out our...
This online lecture about transportation analysis uses modeling and simulation to address the mathematical background while modeling transportation system scenarios such as...
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 computer architecture. It explores in great detail how computers are designed.
This online video lecture series gives an introduction to machine learning and pattern recognition.
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