An Introduction to Statistical Learning with Applications in Python

• StatsWithJuliaBook

  1 1,042 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

  1 54 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

  1 137 2.7 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 7 10.0 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

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