An Introduction to Statistical Learning with Applications in Python
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Re: An Introduction to Statistical Learning with Applications in Python
#2This is an update to a very popular text which was originally in R. Professors Hastie & Tibshirani are leading educators in statistical learning. They also have a video course following these notes in Stanford Online. Very highly recommended if learning theoretical aspects of classical ML
Re: An Introduction to Statistical Learning with Applications in Python
#3This is an update to a very popular text which was originally in R. Professors Hastie & Tibshirani are leading educators in statistical learning. They also have a video course following these notes in Stanford Online. Very highly recommended if learning theoretical aspects of classical ML
Any plans for a Julia version?
Re: An Introduction to Statistical Learning with Applications in Python
#4This is an update to a very popular text which was originally in R. Professors Hastie & Tibshirani are leading educators in statistical learning. They also have a video course following these notes in Stanford Online. Very highly recommended if learning theoretical aspects of classical ML
Any plans for a Julia version?
I actually like this book by Yoni Nazarathy
https://statisticswithjulia.org/
They have a book on Mathematics of DL too which has several of the concepts covered here.
(Disclosure: I am slightly biased towards this since I've known the author by online interactions)
Re: An Introduction to Statistical Learning with Applications in Python
#5is there a python variant of "The Elements of Statistical Learning"?
Re: An Introduction to Statistical Learning with Applications in Python
#6I understand some may say "classical" ML but to me, those "few parameters" methods are very helpful in many cases and much easier to interpret than RNN :-)
Re: An Introduction to Statistical Learning with Applications in Python
#7You can download the whole book (legally) from here [pdf]: https://hastie.su.domains/ISLP/ISLP_website.pdf
Re: An Introduction to Statistical Learning with Applications in Python
#8is there a python variant of "The Elements of Statistical Learning"?
There's no code in ESL so no Python version is necessary.
Re: An Introduction to Statistical Learning with Applications in Python
#9Good ol days of ML
Re: An Introduction to Statistical Learning with Applications in Python
#10Off topic, but it's very interesting to observe the ratio of upvotes / comments.
On any given chatGPT topic, there are hundreds of comments usually. Here, so far 100 upvotes, only 7 comments.
The book looks great - and given the authors, it almost certainly is (I will buy it for sure). It makes me think though about the state of 'ML / AI / Data Science' - and the cynic part of me thinks that this upvotes / comments ratio kind of reflects the fact that most people interested in AI hype have not really touched a lot of underlying concepts and don't have any deeper understanding of maths / stats behind.
PS. That being said, I didn't do a meaningful comment on the link topic neither.