An Introduction to Statistical Learning with Applications in Python

• StatsWithJuliaBook

  6 1,059 0.0 Julia

I actually like this book by Yoni Nazarathy

https://statisticswithjulia.org/

They have a book on Mathematics of DL too which is a natural progression from the concepts covered here.

(I am slightly biased towards this since I've known the author by online interactions)

• ISLR

  4 57 0.0 R

  Introduction to Statistical Learning

It’s a well known machine learning book. I’ve read through it and done the exercises in R.

https://github.com/melling/ISLR

There’s an edX course from the authors:

https://www.edx.org/course/statistical-learning

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• ISLR.jl

  2 139 2.6 Jupyter Notebook

  JuliaLang version of "An Introduction to Statistical Learning: With Applications in R"

Honestly, I dont think they will have Julia version soon. I converted all the code in this book to Julia sometimes ago:

https://github.com/tndoan/ISLR.jl

• islr-for-gis

  1 8 2.4 Jupyter Notebook

  A repository for the content that is used and generated while completing independent study on using statistical learning methods in GIS.

I also went through this book for a GIS course in grad school. https://github.com/gbrunner/islr-for-gis

Suggest a related project