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This online lecture gives an introduction to the concepts of machine learning. (Some math and programming experience required.)
This lecture focuses on recent developments in image processing driven by medical applications. All algorithms are motivated by practical problems. The mathematical tools...
This series of lectures gives an introduction to the mechanics of spaceflight.
Basic principles of Statistical Mechanics are examined in this online lecture. Topics include: Thermodynamics, probability theory, kinetic theory, classical statistical...
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 course gives an introduction to jQuery (a JavaScript library).
This series of video lectures explores various technologies involved in building distributed, data-intensive systems.
This online lecture discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine learning methods.
This online lecture covers selected aspects of landscape architecture. [Note: Part 1 "Landschaftsarchitektur I" was read in German.]
This online video lecture series gives an introduction to Reinforcement Learning.
This online course shows how to use IBM's Personality Insights API and interact with Twitter; participants should be familiar with Python for this course.
This online lecture explores statistical modeling and control in manufacturing processes.
Diese Vorlesung behandelt die Nichtlineare Kontinuumsmechanik (NLKM). The course language is English after the initial minutes of introduction.
This online course teaches intermediate techniques to transform table data in SQL.
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 is the second of a two-part online lecture beginning with Atomic and Optical Physics I that provides the foundations for contemporary research in selected areas of atomic...
This online lecture introduces students to the modeling, quantification, and analysis of uncertainty.
This series of lectures gives an introduction to complex analysis.
This online course (part 2 of 2 courses) teaches how to build powerful interactive applications with this popular JavaScript library. React is an open source library developed...
Diese Online-Vorlesung gibt eine Einführung in die Elektrodynamik und Optik. Enthalten sind u.a. Themen wie Schwingungen und Wellen, Elektrostatik (elektrische Ladung und deren...
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