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This is something we're striving hard to do at the startup I'm involved with (end-to-end resources for learning machine learning, with just high school math bac
by skadamat 8y ago
This is something we're striving hard to do at the startup I'm involved with (end-to-end resources for learning machine learning, with just high school math background assumed).
In our Data Scientist Track (https://www.dataquest.io/path/data-scientist? https://www.dataquest.io/path/data-scientist?), I specifically focused on teaching K-nearest neighbors first b/c it has minimal math but you can still teach ML concepts like cross-validation, and then I wrote Linear Algebra and Calculus courses before diving into Linear Regression.
https://www.dropbox.com/s/lh23y44dsg96xpv/Screenshot%202018-08-01%2014.55.45.png?dl=0 https://www.dropbox.com/s/lh23y44dsg96xpv/Screenshot%202018-...