My Favorite Links

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Free Online Courses

· Stanford Engineering Everywhere!!

· MIT OpenCourseware

· Prof. Gilbert Strang’s Linear Algebra and Computational Engineering

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Particle Filtering

· Sequential Monte-Carlo Methods (Homepage)

· 10^th Machine Learning Summer School (has intro tutorial and matlab code for MCMC and Particle Filtering)

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Uncertainty Quantification and Surrogate Models

· Simulation Informatics

· UQ @ Various Consequences

· Sparse Grid Interpolation Toolbox

· The Least Interpolant

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Software

· The DAKOTA Project (Sandia National Labs)

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Machine Learning

· Course notes from Prof. Andrew Ng

· Face Recognition Homepage

· Machine Learning Summer School

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PDE’s in Computer Graphics

· Webpage of Prof. Ron Fedkiw

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Parallel Computing

· Cyberinfrastructure Tutor

· UCSF Link

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Finite Element Analysis

· Homepage of Prof. Carlos A. Felippa

· Reduced Basis Method (MIT)

· Link to iMechanica

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Financial Mathematics Links

· King’s College London

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