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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 covers eg.: 1. Direct Methods for linear systems of equations 2. Interpolation 3. Iterative Methods for non-linear systems of equations 4. Krylov methods for...
This is an online lecture about the design and implementation of secure computer systems. Lectures cover threat models, attacks that compromise security, and techniques for...
This series of short online video lectures explores the various fields of digital transformation in business and society.
This short online course explains the cosmic origin of the elements: The lighter elements were mostly produced in the Big Bang, and the rest were formed within stars and...
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 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 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 series explores how algorithmic puzzles can be solved with computer programming, using the Python programming language.
This online lecture focuses on the equations and techniques most useful in science and engineering.
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 online lecture covers elementary discrete mathematics for computer science and engineering.
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 introduction to several fundamental ideas in electrical engineering and computer science, using digital communication systems as the vehicle.
This calculus lecture covers differentiation and integration of functions of one variable, and concludes with a brief discussion of infinite series.
This online video lecture series explores the process and status of European Integration within the EU member states and beyond. It includes lectures on many individual EU...
This online video lecture series gives an introduction to optoelectronics.
This online lecture gives an overview of hardware-software co-design, including structural concepts, architectures and design methods.
This online lecture aims to help students acquire both the mathematical principles and the intuition necessary to create, analyze, and understand insightful models for a broad...
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