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This lecture complements (and builds on top of) the lectures "Introduction to Pattern Recognition" and "Pattern Recognition". The lecture focusses on modeling of densities, and...

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

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

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 video lecture series gives an introduction to Reinforcement Learning.

The online lecture serves as an introduction to the theory and practice behind many of today's communications systems.

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

This series of video lectures explores various technologies involved in building distributed, data-intensive systems.

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

This online lecture gives an introduction to biomedical signals and their digital analyis. (Note: course website is in German, but lectures + slides in English.)

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...

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 online lecture gives an introduction to the concept of Parallel Programming.

This online lecture gives an introduction to the dependability and reliability of hardware and software systems.

In this online course, through scientific presentations, critical reflection and discussion, students learn current research topics in the field of Cyber Physical Systems.

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

Diese Videovorlesung gibt eine Einführung in die Programmierung mit Rust. Die Folien zur Vorlesung werden ergänzend eingeblendet.

Diese Vorlesung behandelt die Grundlagen der Bioinformatik.

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

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