Material for a course on differential equations in machine learning
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Springboard Machine Learning Engineering Course
IPython notebooks with supplementary material to accompany the textbook by Trefethen & Bau.
Website and material for the FIXME course on Practical Machine Learning
Materials for a course on nonlinear waves
Practical machine learning for physicists
Material for my Caltech tutorial on deep learning and tensor methods
Various material around private machine learning, some associated with blog
Course on hyperbolic conservation laws and numerical methods
Basic Linear Algebra for Machine Learning
Material for the lab-session of the "Intro to ML" course at UCL.
Teaching materials for the machine learning and deep learning classes at Stanford and Cornell
A brief and practical introduction to the solution of hyperbolic conservation laws
Repository for PHYS T480/580 (Big Data Physics: Methods of Machine Learning) at Drexel University...
Data Science Massive Open Online Course: All the code, notes and supplementary materials generate...
Introduction to Machine Learning course for Mathematics and data analysis studies in Winter 2023/...