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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 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 computer architecture. It explores in great detail how computers are designed.
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 video lecture discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.
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 offers a series of lectures on parallel programming concepts as well as a group project providing hands-on experience with parallel programming.
This online lecture provides an introduction to mathematical modeling of computational problems.
This online lecture gives an introduction to the concept of Parallel Programming.
This online video lecture series gives an introduction to machine learning and pattern recognition.
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 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 lecture gives an overview of hardware-software co-design, including structural concepts, architectures and design methods.
In this online course, through scientific presentations, critical reflection and discussion, students learn current research topics in the field of Cyber Physical Systems.
Diese Online-Vorlesung gibt eine Einführung in die Informationsintegration, d.h. das Kombinieren von Datensätzen aus verschiedenen Quellen in einer Datenbank.
Diese Videovorlesung erläutert fortgeschrittene Aspekte der Programmierung mit Haskell. Gewisse Vorkenntnisse sind erforderlich (in Vorlesung 1 werden jedoch Haskell-Grundlagen...
Diese Online-Vorlesung erläutert die Grundlagen der Ereignisverarbeitung in der Informatik.
Diese Online-Vorlesung gibt einen Überblick über die Funktion von Computern. Angefangen von den Grundlagen der Codierung von Information sowie der Arithmetik und Digitaltechnik...
Diese Videovorlesung erläutert wichtige weiterführende Konzepte zu Algorithmen (u.a. Algorithm Engineering, Datenstrukturen, Graphenalgorithmen).
Diese Online-Vorlesung zum Thema Mensch-Maschine-Interaktion (Mensch-Computer-Interaktion bzw. Human-Computer Interaction / HCI) gibt eine Einführung in das Gebiet. Enthalten...
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