3 ms·
Math for Machine Learning (2009) [pdf]
- blazespin 11y agonice, but: "probability is currently left off"
- vonnik 11y agoThat's fair. Lots of other resources here: http://deeplearning4j.org/deeplearningpapers.html http://deeplearning4j.org/deeplearningpapers.html
- stdbrouw 11y agoTwo good probability cheat sheets (not primers, though) are http://matthias.vallentin.net/blog/2010/10/probability-and-statistics-cheat-sheet/ http://matthias.vallentin.net/blog/2010/10/probability-and-s... https://github.com/wzchen/probability_cheatsheet https://github.com/wzchen/probability_cheatsheet
- mrdmnd 11y agoThis is more of a primer on "the first two years of college mathematics" than a primer for Machine Learning, honestly. Still, not a bad resource.
- jmmcd 11y agoIs there a version including the figures?
- wnoise 11y agoTypo: the second requirement for pseudo-inverses should be Adagger A Adagger = Adagger, not A.
- whage 11y agoIt would really be helpful if such mathematical papers included the pronounciation of those greek (or whatever made-up) letters at least once when they are first used.