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This online lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).
This online lecture gives an introduction to the concept of Parallel Programming.
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 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...
This online lecture explores the basics of digital circuits.
This online lecture gives an introduction to the concepts of machine learning. (Some math and programming experience required.)
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 gives an introduction to cooperation systems related to digital computer systems.
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 about transportation analysis uses modeling and simulation to address the mathematical background while modeling transportation system scenarios such as...
This video lecture gives an introduction to the area of machine learning. Lecture slides are shown together with the lessons.
This video lecture series gives an introduction to neural networks and deep learning. It covers topics such as backpropagation, loss functions and optimization strategies,...
Diese Videovorlesung gibt eine Einführung in die Grundlagen der Informatik. Die begleitenden Folien zur Vorlesung werden eingeblendet.
Diese Videovorlesung erläutert wichtige "Werkzeuge der Informatik", u.a. Skriptprogrammierung unter Unix/Linux und Datenrepräsentation mit XML.
Diese Videovorlesung erläutert Logik und Verifikation.
Algorithmen und Datenstrukturen
Diese Videovorlesung gibt eine Einführung in die automatische Spracherkennung, d.h. die Umwandlung menschlicher Sprache in maschinenverarbeitbare Form.
Diese Vorlesung gibt eine Einführung in die Mathematik für Informatik.
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