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I work full-time as an ML Engineer at a big tech company in Silicon Valley. I think most ML Engineers do not read papers and do not do low level programming. Th
by throwaway001231 10y ago
I work full-time as an ML Engineer at a big tech company in Silicon Valley. I think most ML Engineers do not read papers and do not do low level programming. They mostly do feature engineering.
Actually I feel like I forgot a lot of math since university and I would like to pick it up again. Does anyone have a resource they can recommend either for self-study or in person?
- p1esk 10y agoAnd yet you're here, looking for math refreshers :)
- throwaway001231 10y agoI personally don't do a lot of feature engineering and I do regularly read papers, I just don't think that I am typical.
- komali2 10y agoKhan Academy is good. Also http://patrickjmt.com/ http://patrickjmt.com/
- zuzoovn 10y agoDisclaimer: I am the author of this Top-down learning path. Could you please take a look and give me some advice? Or If you have any opportunities, please drop me a line.
- throwaway001231 10y agoMy advice would be to figure out what you want to do more concretely. Machine Learning / Data Science is a big field, if you have more concrete goal I think it would be easier.
- nulltype 10y agoI'm reading this one math book by Richard Hamming: https://www.amazon.com/Methods-Mathematics-Calculus-Probability-Statistics/dp/0486439453/ref=sr_1_1?s=books&ie=UTF8&qid=1478835492&sr=1-1&keywords=methods+of+mathematics https://www.amazon.com/Methods-Mathematics-Calculus-Probabil... Not sure if that's what you're looking for, but it seems to have all the stuff I forgot from college.