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

The overall goal of this course is to familiarize the students with the potential, the requirements and the problems of designing dynamic biological elements that are of central...

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 video lecture series gives an introduction to Reinforcement Learning.

This series of lectures gives an introduction to complex analysis.

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

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

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 is an online lecture about the design and implementation of secure computer systems. Lectures cover threat models, attacks that compromise security, and techniques for...

This online lecture explores statistical modeling and control in manufacturing processes.

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

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

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

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

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