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

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

This online lecture uses the theory and application of atomistic computer simulations to model, understand, and predict the properties of real materials.

This series of lectures gives an introduction to complex analysis.

Effective field theory is a fundamental framework to describe physical systems with quantum field theory.

This online lecture series examines classical and modern developments in graph theory and additive combinatorics, with a focus on topics and themes that connect the two...

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

Topics covered in this online lecture (part 2) include the general formalism of quantum mechanics, harmonic oscillator, quantum mechanics in three-dimensions, angular momentum,...

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

This lecture focuses on recent developments in image processing driven by medical applications. All algorithms are motivated by practical problems. The mathematical tools...

This online lecture series gives an introduction to General Relativity.In includes 12 video lectures by the University of Tübingen. Each lecture shows a table of contents that...

This online lecture series gives an introduction to the concepts behind special relativity, including length contraction, time dilation, the Lorentz transformation, relativistic...

This online course discusses numerical methods for Partial Differential Equations (PDE).

This online lecture covers eg.: 1. Direct Methods for linear systems of equations 2. Interpolation 3. Iterative Methods for non-linear systems of equations 4. Krylov methods for...

This online lecture series covers the basic principles of Einstein's general theory of relativity, differential geometry, experimental tests of general relativity, black holes,...

This online lecture series gives an introduction to the fundamental algorithmic approaches for creating robot systems that can autonomously manipulate physical objects in...

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

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

This online video lecture series explores various advanced aspects of organic chemistry.

This online lecture series gives an introduction to quantum mechanics for use by chemists. Topics include particles and waves, wave mechanics, semi-classical quantum mechanics,...