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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 Artificial Intelligence (AI).

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

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

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 gives an introduction to cooperation systems related to digital computer systems.

This online lecture video introduces students to the basic knowledge representation, problem solving, and learning methods of artificial intelligence.(Note: Also check out our...

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

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 about transportation analysis uses modeling and simulation to address the mathematical background while modeling transportation system scenarios such as...

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 gives an introduction to the architecture of supercomputers.

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

This online video lecture series gives an introduction to Natural Language Understanding as a sub-problem of artificial intelligence.

Diese Online-Vorlesung erläutert die Grundlagen der menschlichen Informationsverarbeitung, Benutzerschnittstellen und weitere Aspekte der Interaktion zwischen Mensch und Maschine.

Diese Online-Vorlesung aus dem Bereich der Theoretischen Informatik beschäftigt sich mit der formalen Spezifikation und Verifikation. Enthalten sind folgende Themen:...

Interactive Visual Computing

Diese Videovorlesung erläutert die Grundlagen der Digitaltechnik, also den Bereich innerhalb der technischen Basis der Informatik, der sich mit Modellierung, Simulation, Entwurf...

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

Diese Videovorlesung erläutert weitere Aspekte von Computernetzwerken (u.a. ISO-Darstellungsschicht, Anwendungsschicht, Domain Name System (DNS), Telnet, FTP, Email, USENET,...