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This lecture complements (and builds on top of) the lectures "Introduction to Pattern Recognition" and "Pattern Recognition". The lecture focusses on modeling of densities, and...

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 / workshop discusses how some empirically unconfirmed or inconclusively confirmed theories in physics have nevertheless attained a high degree of trust among...

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

This online course explores what cities and users can do to reduce their energy use and carbon emissions.

This online lecture explores statistical modeling and control in manufacturing processes.

This online lecture is an introduction to several fundamental ideas in electrical engineering and computer science, using digital communication systems as the vehicle.

Effective field theory is a fundamental framework to describe physical systems with quantum field theory.

This online lecture series gives an introduction to blockchain technology and its potential use in the world of money and finance.

This online lecture covers the fundamental principles, practices and tools of Lean Six Sigma methods that underlay modern organizational productivity approaches applied in...

This online lecture introduces students to the modeling, quantification, and analysis of uncertainty.

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

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

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 course discusses numerical methods for Partial Differential Equations (PDE).

This online lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).

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.

The course presents the main trends in twentieth-century literary theory. Lectures will provide background for the readings and explicate them where appropriate, while...

This series of online lectures discusses the fundamental concepts of communication networks, with a focus on computer networking. Participants will learn to identify relevant...

This online lecture provides a comprehensive overview of the scientific study of thought and behavior. It explores topics such as perception, communication, learning, memory,...