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This online lecture discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine learning methods.
This is an intermediate algorithms course with an emphasis on teaching techniques for the design and analysis of efficient algorithms, emphasizing methods of application.
The goal of this online lecture is to illustrate the spectroscopy of small molecules in the gas phase.
Basic principles of Statistical Mechanics are examined in this online lecture. Topics include: Thermodynamics, probability theory, kinetic theory, classical statistical...
This online lecture aims to help students acquire both the mathematical principles and the intuition necessary to create, analyze, and understand insightful models for a broad...
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 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 provides a review of linear algebra, including applications to networks, structures, and estimation, Lagrange multipliers. (The title of part 2 is:...
This is the first of a two-part online lecture that provides the foundations for contemporary research in selected areas of atomic and optical physics.
This online lecture explores statistical modeling and control in manufacturing processes.
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 online course provides a basic introduction to metric spaces. It covers metrics, open and closed sets, continuous functions (in the topological sense), function spaces,...
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 series gives an introduction to nuclear and particle physics.
This online lecture is an introduction to the theory that tries to explain how minds are made from collections of simpler processes.
The online lecture serves as an introduction to the theory and practice behind many of today's communications systems.
This online lecture introduces students to the modeling, quantification, and analysis of uncertainty.
The 16 lectures in this course cover the topics of adaptive antennas and phased arrays.
This online lecture focuses on the algorithms for analyzing and designing geometric foldings.
This online lecture takes a broad-based look at poker theory and applications of poker analytics to investment management and trading.
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