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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 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 course covers modeling, analysis, and design of distributed control systems. Distributed control systems include large-scale physical systems, engineered multi-agent...
This video lecture discusses model driven software engineering (theory and tool support).
This online lecture gives an overview of hardware-software co-design, including structural concepts, architectures and design methods.
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 gives an introduction to Machine Learning.
This video lecture gives an introduction to project and quality management in software systems engineering.
This online video lecture series discusses advanced topics related to algorithms in computer science.
The online lecture serves as an introduction to the theory and practice behind many of today's communications systems.
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 about transportation analysis uses modeling and simulation to address the mathematical background while modeling transportation system scenarios such as...
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 concept of Parallel Programming.
This online video lecture series gives an introduction to Reinforcement Learning.
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...
This online lecture covers major results and directions of research in data structure.
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 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...
This online lecture covers elementary discrete mathematics for computer science and engineering.
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