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This online video lecture series gives an introduction to Reinforcement Learning.
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 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 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...
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 the concepts of machine learning. (Some math and programming experience required.)
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 lecture covers major results and directions of research in data structure.
This online video lecture series gives an introduction to Artificial Intelligence (AI).
This online lecture gives an introduction to cooperation systems related to digital computer systems.
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 Machine Learning.
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 video lecture series gives an introduction to machine learning and pattern recognition.
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 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 introduction to the concept of Parallel Programming.
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 overview of hardware-software co-design, including structural concepts, architectures and design methods.
This online lecture gives an introduction to Cyber-Physical Systems (CPS), combining cyber capabilities (computation and/or communication) with physical capabilities (motion or...
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