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Computer Science and IT


Computers (multidisciplinary) - Open Courseware (OCW)

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Machine Learning

Stanford University (US)

machine learning and statistical pattern recognition, supervised & unsupervised learning, learning theory, reinforcement learning and adaptive control, Recent applications of machine learning, robotic control, data mining, autonomous navigation, bioinformatics, speech recognition, ext and web data processing
 



 

Theory of Quantum Information & Quantum Computation

California Institute of Technology (US)

theory of quantum information & quantum computation, overview of classical information theory, compression of quantum information & transmission of through noisy channels, quantum entanglement, quantum cryptography, overview of classical complexity theory, quantum complexity, efficient quantum algorithms, quantum error-correcting codes, fault-tolerant quantum computation, physical implementations of quantum computation


Artificial Intelligence | Introduction to Robotics

Stanford University (US)

modeling, design, planning and control of robot systems, brief survey of relevant results from geometry, kinematics, statics, dynamics and control: robotics foundations in kinematics, dynamics, control, motion planning, trajectory generation, programming and design
 



 

A First Course in Electrical and Computer Engineering

Connexions (US)

exposure to the types of problems that electrical and computer engineers are asked to solve: Complex Numbers, functions e^x and e^jΘ, Phasors, Linear Algebra, Vector Graphics, Filtering, Binary Codes, Introduction to MATLAB, Edix Editor, Useful Mathematical Identities


Introduction to Multimedia Programming

Monash University (AU)

innovative multimedia, practical and theoretical issues relevant to web site design and the presentation of information using multiple media


Wolfram Demonstrations Project

Wolfram Research

brings computational exploration to the widest possible audience, open-code resource that uses dynamic computation to illuminate concepts, free player runs all demos: Browse Latest, Random Selection, FAQs, Authoring area


Modal Logic

MIT OpenCourseWare (US)

logic of necessity and possibility, and by extension of analogously paired notions like validity and consistency, obligation and permission, the known and the not-ruled-out


Design Fabrication

MIT (US), OpenCourseWare

using rapid prototyping and CAD/CAM devices in a studio environment: projects, recitations


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