Numerical AlgorithmsJustin Solomon
Numerical Algorithms
by Justin Solomon · first published 2015
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What you are trying to learn/understand falls under the rubric of Scientific Computing/Numerical Methods/Numerical Analysis/Numerical Algorithms. The mathematics underpinning them is quite wide but mostly Linear Algebra and Calculus. You might find the following useful for your study; 1) Scientific Computing by Michael Heath - Classic text covering…
on “Ask HN: What to learn for math for modeling?” ↗…Mathematical Methods (http://www.cims.nyu.edu/~cfgranda/pages/DSGA1002_fall15/inde...) by Carlos Fernandez-Granda of NYU (There is a 2016 version of the course with different lectures notes as well.) * Numerical Algorithms (http://people.csail.mit.edu/jsolomon/share/book/numerical_bo...) by Justin Solomon * Math for Intelligent Systems, 2016 (https://ipvs.informatik.uni-stuttgart.de/mlr/teaching/maths-...) by Marc Toussaint…
on “Learning Machine Learning: A beginner's journey” ↗