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This online lecture explores the dynamics of evolution, including various mathematical models.
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 16 lectures in this course cover the topics of adaptive antennas and phased arrays.
This online lecture emphasizes dynamic models of growth and development. Topics covered include: migration, modernization, and technological change; static and dynamic models of...
This online lecture includes the energy levels, the statistical behavior and internal energy, energy transport in the forms of waves and particles, scattering and heat...
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 gives an introduction to deep learning.
This series of video lectures explores various technologies involved in building distributed, data-intensive systems.
This video lecture discusses model driven software engineering (theory and tool support).
This online lecture discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine learning methods.
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.
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 reviews linear algebra with applications to probability and statistics and optimization. It covers linear algebra concepts that are key for...
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 course discusses numerical methods for Partial Differential Equations (PDE).
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 is particularly recommended for persons who are interested in starting or are involved in a new business or venture.
This online lecture provides an introduction to mathematical modeling of computational problems.
The online lecture serves as an introduction to the theory and practice behind many of today's communications systems.
This online course teaches the toolkit for mastering challenges in computational psychiatry. It covers a variety of mathematical models for studying learning, decision-making or...
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