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This course covers modeling, analysis, and design of distributed control systems. Distributed control systems include large-scale physical systems, engineered multi-agent...
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 covers elementary discrete mathematics for computer science and engineering.
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 Natural Language Understanding as a sub-problem of artificial intelligence.
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 online lecture gives an introduction to Cyber-Physical Systems (CPS), combining cyber capabilities (computation and/or communication) with physical capabilities (motion or...
This video lecture discusses model driven software engineering (theory and tool support).
The focus of this course (part 2 of 2) is on coding techniques for approaching the Shannon limit of additive white Gaussian noise (AWGN) channels, their performance analysis,...
This online lecture gives an introduction to the concepts of machine learning. (Some math and programming experience required.)
This online video lecture series gives an introduction to Machine Learning.
This online video lecture series gives an introduction to Artificial Intelligence (AI).
This online video lecture series gives an introduction to the way computers are build and designed.
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 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 Computer Science, Internet technology and the basics of computer hardware (CS105 class at Stanford University). The...
This online video lecture series gives an introduction to Reinforcement Learning.
The online lecture serves as an introduction to the theory and practice behind many of today's communications systems.
This online lecture discusses various aspects around internet security. After a brief introduction to the structure of the internet, problems such as hackers and viruses, the...
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