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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 lecture covers eg.: 1. Direct Methods for linear systems of equations 2. Interpolation 3. Iterative Methods for non-linear systems of equations 4. Krylov methods for...

This online lecture explores the basics of digital circuits.

This online lecture covers selected aspects of landscape architecture. [Note: Part 1 "Landschaftsarchitektur I" was read in German.]

This online lecture gives an introduction to computer architecture. It explores in great detail how computers are designed.

This online lecture explores the implications of extracting and using energy resources, metals and mineral resources.

The overall goal of this course is to familiarize the students with the potential, the requirements and the problems of designing dynamic biological elements that are of central...

This course covers modeling, analysis, and design of distributed control systems. Distributed control systems include large-scale physical systems, engineered multi-agent...

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 explores the dynamics of evolution, including various mathematical models.

This online course covers system identification. It includes eg. Introduction to modeling: Black-box and grey-box models; Parametric and non-parametric models; ARX, ARMAX (etc.)...

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 gives an introduction to basic aspects of physics (mechanics, electricity etc.).

This lecture will follow the history and theory of architectural travel from the educational grand tour of the 19th and 20th centuries to the jet-setting omnipresence of today´s...

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

Diese Online-Vorlesung behandelt die Kunst und Architektur der USA.

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

Gegenstand dieser Videovorlesung ist die Erzeugung und Ausbreitung elektromagnetischer Felder. Ausgehend von den Maxwell'schen Gleichungen werden die Wellengleichung und ihre...

Diese Online-Vorlesungsreihe gibt eine Einführung in die Lineare Algebra.

Diese Online-Vorlesungsreihe gibt eine Einführung in die Differential- und Integralrechnung.