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This online video lecture series gives an introduction to the way computers are build and designed.
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 dependability and reliability of hardware and software systems.
This series of video lectures explores various technologies involved in building distributed, data-intensive systems.
This online lecture considers the tremendous growth of integrating micro-electronic computing components with regard to their architectures, complexity, design and programming....
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 about transportation analysis uses modeling and simulation to address the mathematical background while modeling transportation system scenarios such as...
This online lecture provides an introduction to mathematical modeling of computational problems.
This video lecture discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.
This online lecture explores the basics of digital circuits.
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 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 gives an introduction to Machine Learning.
This is an intermediate algorithms course with an emphasis on teaching techniques for the design and analysis of efficient algorithms, emphasizing methods of application.
Diese Videovorlesung erläutert wichtige "Werkzeuge der Informatik", u.a. Skriptprogrammierung unter Unix/Linux und Datenrepräsentation mit XML.
Dieser Online-Kurs gibt eine Einführung in die Software SPSS.
Algorithmen und Datenstrukturen
Diese Online-Vorlesung erläutert die wichtigsten Grundlagen der Analysis, u.a. für Studierende der Informatik.Enthalten sind u.a. Folgen, Reihen, Funktionen,...
Diese Online-Vorlesung erläutert die Grundbegriffe technischer und digitaler Schaltungen in der Datenverarbeitung mit digitalen Systemen.
Diese Vorlesung gibt eine Einführung in die Mathematik für Informatik (Teil 2).
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