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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 video lecture series gives an introduction to deep learning.
This online lecture introduces students to the modeling, quantification, and analysis of uncertainty.
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 online lecture gives an introduction to biomedical signals and their digital analyis. (Note: course website is in German, but lectures + slides in English.)
Effective field theory is a fundamental framework to describe physical systems with quantum field theory.
This online course discusses numerical methods for Partial Differential Equations (PDE).
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 graduate-level online lecture includes numerical methods; initial-value problems; network flows; and optimization. (The title of part 1 is: Computational Science and...
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 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 video lecture series explores various advanced aspects of organic chemistry.
This online lecture is an introduction to the theory that tries to explain how minds are made from collections of simpler processes.
This online lecture covers eg.: 1. Direct Methods for linear systems of equations 2. Interpolation 3. Iterative Methods for non-linear systems of equations 4. Krylov methods for...
This online lecture is an introduction to several fundamental ideas in electrical engineering and computer science, using digital communication systems as the vehicle.
This online lecture offers a holistic view of the aircraft as a system, covering: basic systems engineering; cost and weight estimation; basic aircraft performance; safety and...
This online lecture focuses on the algorithms for analyzing and designing geometric foldings.
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 video lecture series gives an introduction to Reinforcement Learning.
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