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This online video lecture series gives an introduction to machine learning and pattern recognition.
This online video lecture series gives an introduction to Reinforcement Learning.
This online video lecture series gives an introduction to Machine Learning.
This online lecture gives an introduction to the concepts of machine learning. (Some math and programming experience required.)
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 video lecture gives an introduction to the area of machine learning. Lecture slides are shown together with the lessons.
This online lecture gives an introduction to machine learning for physicists. [Note: Lectures 1 and 2 are not in the right order on the course overview page.]
This online lecture discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine learning methods.
This online lecture series presents the theory of fundamental machine learning concepts. Topics covered in the video lectures include: Bayesian theory of optimal decisions...
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