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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 series gives an introduction to the fundamental algorithmic approaches for creating robot systems that can autonomously manipulate physical objects in...
This online lecture provides an introduction to optical science with elementary engineering applications.
This online lecture series discusses various aspects of metaphysics.
This series of short online video lectures explores the various fields of digital transformation in business and society.
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 online lecture series gives an introduction to blockchain technology and its potential use in the world of money and finance.
This video lecture discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.
This online lecture provides an introduction to mathematical modeling of computational problems.
This online video lecture series explores various aspects of international political economy.
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 explores the dynamics of evolution, including various mathematical models.
This online lecture explores the basics of digital circuits.
This online video lecture explores the evolution of capitalism.The course seeks to interpret capitalism using ideas from biological evolution: Firms pursuing varied strategies...
This course attempts to explain the role and the importance of the financial system in the global economy. The course also gives a picture of the kind of thinking and analysis...
This lecture provides an Introduction to Indian Culture.
This online course is an in-depth series of videos about differential equations and the MATLAB® ODE suite. These videos are suitable for students and life-long learners.
This online video lecture series gives an introduction to cultural psychology.
This online lecture series gives an introduction to biology. It focuses on the basic principles of biochemistry, molecular biology, genetics, and recombinant DNA. The course...
This video lecture series gives an introduction to neural networks and deep learning. It covers topics such as backpropagation, loss functions and optimization strategies,...
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