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As an undergrad interested in machine learning, what areas of math specifically should I be focusing on?
by jzymbaluk 11y ago
As an undergrad interested in machine learning, what areas of math specifically should I be focusing on?
- dxbydt 11y ago1.math prereqs at UW:http://courses.washington.edu/css490/2012.Winter/lecture_slides/02_math_essentials.pdf http://courses.washington.edu/css490/2012.Winter/lecture_sli... 2. math prereqs at UCSC:http://people.ucsc.edu/~praman1/static/pub/math-for-ml.pdf http://people.ucsc.edu/~praman1/static/pub/math-for-ml.pdf 3. math prereqs at UMD: https://www.umiacs.umd.edu/~hal/courses/2013S_ML/math4ml.pdf https://www.umiacs.umd.edu/~hal/courses/2013S_ML/math4ml.pdf
- gtani 11y agohere's a list of open content (free pdf) texts that have appendixes or review chapters - UML - http://goodfeli.github.io/dlbook/ http://goodfeli.github.io/dlbook/ - 3 books: Barber, MacKay, and Rasmussen/Williams from this list: https://www.reddit.com/r/MachineLearning/comments/1jeawf/machine_learning_books/ https://www.reddit.com/r/MachineLearning/comments/1jeawf/mac...