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This online lecture series presents the theory of fundamental machine learning concepts. Topics covered in the video lectures include: Bayesian theory of optimal decisions...
This online lecture discusses aspects of Decays in Quantum Field Theory.
This online lecture video introduces students to the basic knowledge representation, problem solving, and learning methods of artificial intelligence.(Note: Also check out our...
This online lecture focuses on the equations and techniques most useful in science and engineering.
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 lecture uses the theory and application of atomistic computer simulations to model, understand, and predict the properties of real materials.
This video lecture discusses model driven software engineering (theory and tool support).
This online lecture deals primarily with equilibrium properties of macroscopic systems, basic thermodynamics, chemical equilibrium of reactions in gas and solution phase, and...
This online lecture is an introductory exploration of documentary film theory and production, focusing on documentaries about science, engineering, and related fields.
This online lecture series presents the Early Middle Ages in Western European development, from the accession of Diocletian to the feudal transformation. It covers topics such...
The purpose of this course is to examine the African American experience in the United States from 1863 to the present.
This lecture will follow the history and theory of architectural travel from the educational grand tour of the 19th and 20th centuries to the jet-setting omnipresence of today´s...
This is the first semester in a two-semester introductory video lecture focused on current theories of structure and mechanism in organic chemistry, their historical...
This online lecture is a first-year college course on the principles of chemistry.
This course will examine the American Revolution from a broad perspective, tracing the participants' shifting sense of themselves as British subjects, colonial settlers,...
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 an online lecture taking a practical approach to proving problems can't be solved efficiently (in polynomial time and assuming standard complexity-theoretic assumptions...
This lecture provides an Introduction to Indian Culture.
The purpose of this online lecture is to expose undergraduate and graduate students to the mathematical concepts and techniques used in the financial industry.
This online video lecture explores the evolution of capitalism.The course seeks to interpret capitalism using ideas from biological evolution: Firms pursuing varied strategies...
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