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

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

This online course teaches intermediate techniques to transform table data in SQL.

This course teaches how to build web apps with Ruby on Rails 4, giving learners the skills to use Ruby on Rails to create their own apps.

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 provides a basic introduction to metric spaces. It covers metrics, open and closed sets, continuous functions (in the topological sense), function spaces,...

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

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...

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 is the first of a two-part online lecture that provides the foundations for contemporary research in selected areas of atomic and optical physics.

This online lecture gives an introduction to the concept of Parallel Programming.

This online lecture gives an introduction to the dependability and reliability of hardware and software systems.

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

This video lecture discusses model driven software engineering (theory and tool support).

This series of video lectures explores various technologies involved in building distributed, data-intensive systems.

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

This online lecture series gives an introduction to quantum mechanics for use by chemists. Topics include particles and waves, wave mechanics, semi-classical quantum mechanics,...

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 covers the derivation of symmetry theory; lattices, point groups, space groups, and their properties; use of symmetry in tensor representation of crystal...

This online lecture offers a holistic view of the aircraft as a system, covering: basic systems engineering; cost and weight estimation; basic aircraft performance; safety and...