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

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

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 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 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 discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine learning methods.

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,...

This online lecture is an introduction to the dynamics and vibrations of lumped-parameter models of mechanical systems. Topics covered include kinematics, force-momentum...

The goal of this online lecture is to illustrate the spectroscopy of small molecules in the gas phase.

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

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 series of lectures gives an introduction to the mechanics of spaceflight.

This online lecture introduces the core theory of modern financial economics and financial management, with a focus on capital markets and investments.

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

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 lecture provides an introduction to mathematical modeling of computational problems.

Basic principles of Statistical Mechanics are examined in this online lecture. Topics include: Thermodynamics, probability theory, kinetic theory, classical statistical...

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

This short online course is designed for engineers, scientists, medical personnel, managers, and others who work with lasers and/or fiberoptics, or who anticipate working with...

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