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This series of online lectures explores the physical and social form of cities. It covers theories about the form that settlements should take and attempts a distinction between...

This online lecture / workshop discusses how some empirically unconfirmed or inconclusively confirmed theories in physics have nevertheless attained a high degree of trust among...

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

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 provides a review of linear algebra, including applications to networks, structures, and estimation, Lagrange multipliers. (The title of part 2 is:...

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

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

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

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

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

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

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

Basic principles of statistical mechanics are examined in this online lecture, such as the laws of thermodynamics and the concepts of temperature, work, heat, and entropy....

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