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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 online lecture is an introduction to the dynamics and vibrations of lumped-parameter models of mechanical systems. Topics covered include kinematics, force-momentum...

This lecture series focuses on the "emerging field" of "Quantum Geometry". Here, the expertise of both mathematicians and physicists are brought together in order to make...

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 is an introduction to the theory that tries to explain how minds are made from collections of simpler processes.

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

The online lecture serves as an introduction to the theory and practice behind many of today's communications systems.

This online lecture series examines classical and modern developments in graph theory and additive combinatorics, with a focus on topics and themes that connect the two...

Basic principles of statistical mechanics are examined in this online lecture, such as the laws of thermodynamics and the concepts of temperature, work, heat, and entropy....

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

This online lecture explores the dynamics of evolution, including various mathematical models.

This online lecture discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine learning methods.

This online lecture gives an introduction to the concepts of machine learning. (Some math and programming experience required.)

This online lecture covers the experimental basis of quantum physics. It introduces wave mechanics, Schrödinger's equation in a single dimension, and Schrödinger's equation in...

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 focuses on the algorithms for analyzing and designing geometric foldings.

This online lecture takes a broad-based look at poker theory and applications of poker analytics to investment management and trading.

The 16 lectures in this course cover the topics of adaptive antennas and phased arrays.

This online course teaches how to publish a personal website to the public Internet.