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This online course gives an introduction to the Bootstrap framework.

This online video lecture series gives an introduction to Reinforcement Learning.

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...

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

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 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 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 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 uses the theory and application of atomistic computer simulations to model, understand, and predict the properties of real materials.

This online course gives an introduction to TypeScript (a programming language that builds on JavaScript).

This online lecture introduces students to the modeling, quantification, and analysis of uncertainty.

The focus of this course (part 2 of 2) is on coding techniques for approaching the Shannon limit of additive white Gaussian noise (AWGN) channels, their performance analysis,...

Basic principles of Statistical Mechanics are examined in this online lecture. Topics include: Thermodynamics, probability theory, kinetic theory, classical statistical...

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 focuses on the algorithms for analyzing and designing geometric foldings.

The goal of this online lecture is to illustrate the spectroscopy of small molecules in the gas phase.

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

This series of lectures gives an introduction to the mechanics of spaceflight.

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

This online lecture series gives an introduction to the fundamental algorithmic approaches for creating robot systems that can autonomously manipulate physical objects in...