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This series of lectures gives an introduction to complex analysis.

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

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

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

This online lecture focuses on the algorithms for analyzing and designing geometric foldings.

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

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 string theory lecture focuses on holographic duality (also known as gauge / gravity duality or AdS / CFT) as a novel method of approaching and connecting a range of diverse...

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

This online lecture covers the derivation of symmetry theory; lattices, point groups, space groups, and their properties; use of symmetry in tensor representation of crystal...

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...

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

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 video lecture series gives an introduction to Reinforcement Learning.

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

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 takes a broad-based look at poker theory and applications of poker analytics to investment management and trading.

This graduate-level online lecture includes numerical methods; initial-value problems; network flows; and optimization. (The title of part 1 is: Computational Science and...

This online lecture explores photography as a disciplined way of seeing or investigating urban landscapes, and expressing ideas. Readings, observations, and photographs form the...