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A list of must read books for Data Science (paralleldots.com)
21 points by muktabh 73 days ago | 4 comments


3 points by larrydag 72 days ago | link

This is an essential read for those that use Python.

Here is some essential reads for those that use R

Regression Modeling Strategies - F. Harrell http://www.springer.com/gb/book/9781441929181

Elements of Statistical Learning - Hastie et al https://statweb.stanford.edu/~tibs/ElemStatLearn/

Introduction to Statistical Learning - James et all http://www.springer.com/us/book/9781461471370

The Art of R Programming - N. Matloff https://www.nostarch.com/artofr.htm

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1 point by kushank 69 days ago | link

Thanks @larrydag, that's an interesting list!

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1 point by argotechnica 72 days ago | link

The Hopcroft and Kannan book has been updated since the 2014 edition linked to from that article, to this 2016 version, with an additional author (Blum): https://www.cs.cornell.edu/jeh/book2016June9.pdf

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1 point by gargisharma 69 days ago | link

Thanks @argotechnica, we have updated the link.

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