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This online lecture gives an introduction to basic aspects of physics (mechanics, electricity etc.).
This online lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).
This online video lecture series gives an introduction to deep learning.
This online lecture discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine learning methods.
This online lecture explores the basics of digital circuits.
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 series explores how algorithmic puzzles can be solved with computer programming, using the Python programming language.
This online lecture provides an introduction to optical science with elementary engineering applications.
This online video lecture gives an introduction to the philosophy of economics.
This online lecture series explores real-world applications of category theory. Category theory provides a framework in which to organize formal systems and by which to...
This online lecture covers differential, integral and vector calculus for functions of more than one variable. These mathematical tools and methods are used extensively in the...
This online course provides a basic introduction to metric spaces. It covers metrics, open and closed sets, continuous functions (in the topological sense), function spaces,...
Topics covered in this online lecture (part 2) include the general formalism of quantum mechanics, harmonic oscillator, quantum mechanics in three-dimensions, angular momentum,...
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