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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...

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

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

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

This is an online lecture that introduces students to the complexities of working in small, multidisciplinary teams to develop video games. Students will learn creative design...

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

This online video lecture series explores various topics of human-computer interaction.

This online course aims to provide students with an understanding of the role computation can play in solving problems. It teaches how to solve problems with basic computer...

This video lecture gives an introduction to the area of machine learning. Lecture slides are shown together with the lessons.

This online lecture gives an introduction to cooperation systems related to digital computer systems.

This online video lecture series discusses advanced topics related to algorithms in computer science.

This online lecture gives an overview of hardware-software co-design, including structural concepts, architectures and design methods.

This online video lecture series gives an introduction to Machine Learning.

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

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 covers major results and directions of research in data structure.

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

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 online lecture series presents the theory of fundamental machine learning concepts. Topics covered in the video lectures include: Bayesian theory of optimal decisions...