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This online video lecture series gives an introduction to deep learning.

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

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

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

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

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

This online video lecture series explores various topics of human-computer interaction.

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

In this online course, through scientific presentations, critical reflection and discussion, students learn current research topics in the field of Cyber Physical Systems.

This online video lecture series gives an introduction to the way computers are build and designed.

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 explores the basics of digital circuits.

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 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 discusses advanced topics related to algorithms in computer science.

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

This online lecture gives an introduction to the architecture of supercomputers.

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...