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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 is an intermediate algorithms course with an emphasis on teaching techniques for the design and analysis of efficient algorithms, emphasizing methods of application.

This online lecture gives an overview of hardware-software co-design, including structural concepts, architectures and design methods.

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

This online video lecture series discusses advanced topics related to algorithms in computer science.

This online video lecture series gives an introduction to machine learning and pattern recognition.

This video lecture discusses model driven software engineering (theory and tool support).

This online lecture gives an introduction to cooperation systems related to digital computer systems.

This online lecture gives an introduction to Cyber-Physical Systems (CPS), combining cyber capabilities (computation and/or communication) with physical capabilities (motion or...

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 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 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 covers major results and directions of research in data structure.

This online lecture gives an introduction to the concepts of machine learning. (Some math and programming experience required.)

Diese Vorlesung erläutert die Algorithmische Modellierung, inkl. komplexer Praxisbeispiele.

Wer mit dem Computer Aufgaben lösen will, braucht Algorithmen. Diese Online-Vorlesung erörtert hierzu zentrale Aspekte auf fortgeschrittenem Niveau. Die Themen im Einzelnen...

Diese Vorlesung gibt eine Einführung in die Theorie der Programmierung.

Die Vorlesung gibt eine detaillierte Einführung in die Grundlagen der Logik in der Informatik (u.a. Aussagenlogik, Prädikatenlogik).

Diese Videovorlesung erläutert fortgeschrittene Aspekte der Programmierung mit Haskell. Gewisse Vorkenntnisse sind erforderlich (in Vorlesung 1 werden jedoch Haskell-Grundlagen...

Diese Online-Vorlesung gibt eine umfassende Einführung in Computer-Betriebssysteme. Es werden sowohl grundlegende Aspekte von Betriebssystemen anhand des Beispiels "Windows"...