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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 video lecture series discusses advanced topics related to algorithms in computer science.
This online lecture covers major results and directions of research in data structure.
This online video lecture series gives an introduction to deep learning.
This video lecture discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.
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 computer architecture. It explores in great detail how computers are designed.
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 video lecture gives an introduction to the area of computer games such as Massive Multiplayer Online Games (MMOG). It includes the server architecture for games, game...
This online video lecture series gives an introduction to machine learning and pattern recognition.
This online lecture explores the basics of digital circuits.
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 is an online lecture about the design and implementation of secure computer systems. Lectures cover threat models, attacks that compromise security, and techniques for...
This video lecture discusses model driven software engineering (theory and tool support).
Diese Online-Vorlesung gibt eine Einführung in die modellbasierte Softwareentwicklung für Studierende der Informatik und verwandter Fächer.
Diese Videovorlesung gibt eine Einführung in die Informatik (u.a. Grundbegriffe, Boolsche Algebra und Schaltnetze, von Neumann Architektur und Maschinenprogrammierung,...
Diese Videovorlesung erläutert die theoretischen Grundlagen der Informatik.
Diese Online-Vorlesung erläutert ausgewählte Aspekte der Digitalisierung. Ziel ist es, ein grundlegendes Verständnis der digitalen Transformation zu schaffen.
Diese Online-Vorlesung erläutert die Grundlagen der Ereignisverarbeitung in der Informatik.
Die Vorlesung gibt eine detaillierte Einführung in die Grundlagen der Logik in der Informatik (u.a. Aussagenlogik, Prädikatenlogik).
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