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As the author of this article... I have read maybe one textbook cover-to-cover in my life. :D (Hands-on machine learning, by Geron, back when I made the jump m
by patrickkidger 4y ago
As the author of this article... I have read maybe one textbook cover-to-cover in my life. :D
(Hands-on machine learning, by Geron, back when I made the jump math->ML.)
- SQueeeeeL 4y agoElements of Statistical Learning is my cover to cover read :), I just think it isn't a requirement to be a "good student"
- mkl 4y agoI have an applied maths PhD but no machine learning. Would you still recommend Geron for that purpose? BTW, I spotted a typo in the first paragraph of your thesis abstract: "neural networks and differential equation are two sides".
- patrickkidger 4y agoAha, I have probably read that sentence literally hundreds of times, and never spotted the typo. I will never be able to unsee that. Geron is good but now a bit out-of-date. No transformers (just CNNs/RNNs/etc.) and the coding component is all in scikit-learn and TensorFlow (rather than PyTorch or JAX). FWIW I did ask this question recently over at https://twitter.com/PatrickKidger/status/1602776438159339521 https://twitter.com/PatrickKidger/status/1602776438159339521, in case any of the responses are helpful.