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This online lecture focuses on the equations and techniques most useful in science and engineering.
This online video lecture series gives an introduction to machine learning and pattern recognition.
This online lecture concentrates on close analysis and criticism of a wide range of films, from the early silent period, classic Hollywood genres including musicals, thrillers...
This course provides an integrated introduction to electrical engineering and computer science, taught using substantial laboratory experiments with mobile robots.
This video lecture series gives an introduction to neural networks and deep learning. It covers topics such as backpropagation, loss functions and optimization strategies,...
This online lecture series explores the science of the Covid-19 pandemic.
This course explores the physical processes that control Earth's atmosphere, ocean, and climate. It includes topics like: clouds, rain, severe storms, air pollution, ocean...
This online lecture provides a comprehensive overview of the scientific study of thought and behavior. It explores topics such as perception, communication, learning, memory,...
This online lecture gives an introduction to Cyber-Physical Systems (CPS), combining cyber capabilities (computation and/or communication) with physical capabilities (motion or...
This online video lecture gives an introduction to the philosophy of economics.
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 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 presents real-world examples in which quantitative methods provide a significant competitive edge for companies. The lectures present the key...
This course offers a series of lectures on parallel programming concepts as well as a group project providing hands-on experience with parallel programming.
This online lecture covers the Internet of Things (IoT), which basically means that virtually every thing can also feature tiny computers that are connected to the Internet.
This online lecture provides an introduction to cellular and population-level systems biology with an emphasis on synthetic biology, modeling of genetic networks, cell-cell...
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 course explores the causes, course, and consequences of the American Civil War, from the 1840s to 1877.
This course focuses on three particularly interesting areas of astronomy that are advancing very rapidly: Extra-Solar Planets, Black Holes, and Dark Energy. The course explores...
This online lecture series gives an introduction to self-driving cars and their technology.
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