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This online lecture series reviews linear algebra with applications to probability and statistics and optimization. It covers linear algebra concepts that are key for...

This online lecture is particularly recommended for persons who are interested in starting or are involved in a new business or venture.

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

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

This online lecture introduces students to the modeling, quantification, and analysis of uncertainty.

This lecture series focuses on the "emerging field" of "Quantum Geometry". Here, the expertise of both mathematicians and physicists are brought together in order to make...

This is the second of a two-part online lecture beginning with Atomic and Optical Physics I that provides the foundations for contemporary research in selected areas of atomic...

This online lecture emphasizes dynamic models of growth and development. Topics covered include: migration, modernization, and technological change; static and dynamic models of...

Diese Vorlesung behandelt die Nichtlineare Kontinuumsmechanik (NLKM). The course language is English after the initial minutes of introduction.

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.)

The 16 lectures in this course cover the topics of adaptive antennas and phased arrays.

This is the first of a two-part online lecture that provides the foundations for contemporary research in selected areas of atomic and optical physics.

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 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 lecture is an introduction to the theory that tries to explain how minds are made from collections of simpler processes.

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 online lecture series explores functional analysis, i.e. solving both linear and nonlinear problems posed on a normed space that is no longer finite-dimensional. Topics...

This online lecture includes the energy levels, the statistical behavior and internal energy, energy transport in the forms of waves and particles, scattering and heat...

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...