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Basic principles of Statistical Mechanics are examined in this online lecture. Topics include: Thermodynamics, probability theory, kinetic theory, classical statistical...

This online lecture is particularly recommended for persons who are interested in starting or are involved in a new business or venture.

This online course teaches the toolkit for mastering challenges in computational psychiatry. It covers a variety of mathematical models for studying learning, decision-making or...

This online lecture series explores new technologies that are disrupting the financial services industry, including AI, deep learning, blockchain technology and open APIs. The...

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 series presents the theory of fundamental machine learning concepts. Topics covered in the video lectures include: Bayesian theory of optimal decisions...

This online video lecture series gives an introduction to deep learning.

This online video lecture series explores potential manipulation and misinterpretation of data.

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 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 explores the basics of digital circuits.

This online lecture series gives an introduction to nuclear and particle physics.

This online lecture is designed to serve as a first course in an undergraduate electrical engineering (EE), or electrical engineering and computer science (EECS) curriculum.

This brief guest lecture at LMU Universität München discusses the relation between modern physics/natural sciences and religious thought.

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 video lecture series gives an introduction to machine learning and pattern recognition.

This online lecture introduces the core theory of modern financial economics and financial management, with a focus on capital markets and investments.

This series of video lectures explores various technologies involved in building distributed, data-intensive systems.

Topics covered in this online lecture (part 2) include the general formalism of quantum mechanics, harmonic oscillator, quantum mechanics in three-dimensions, angular momentum,...

This online video lecture series discusses advanced topics related to algorithms in computer science.