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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 provides a review of linear algebra, including applications to networks, structures, and estimation, Lagrange multipliers. (The title of part 2 is:...
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...
This online video lecture series gives an introduction to Reinforcement Learning.
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 series explores functional analysis, i.e. solving both linear and nonlinear problems posed on a normed space that is no longer finite-dimensional. Topics...
Effective field theory is a fundamental framework to describe physical systems with quantum field theory.
This online lecture discusses aspects of Organizational Psychology.
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 string theory lecture focuses on holographic duality (also known as gauge / gravity duality or AdS / CFT) as a novel method of approaching and connecting a range of diverse...
This online lecture introduces students to the modeling, quantification, and analysis of uncertainty.
This online lecture is an introduction to the dynamics and vibrations of lumped-parameter models of mechanical systems. Topics covered include kinematics, force-momentum...
Basic principles of Statistical Mechanics are examined in this online lecture. Topics include: Thermodynamics, probability theory, kinetic theory, classical statistical...
In this online course, through scientific presentations, critical reflection and discussion, students learn current research topics in the field of Cyber Physical Systems.
This online lecture gives an introduction to the dependability and reliability of hardware and software systems.
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,...
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 gives an introduction to the concepts of machine learning. (Some math and programming experience required.)
This series of online lectures explores the physical and social form of cities. It covers theories about the form that settlements should take and attempts a distinction between...
This online lecture takes a broad-based look at poker theory and applications of poker analytics to investment management and trading.
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