Re:Computational and Inferential Thinking – The Foundations ...
by randcraw on Sunday August 14, 2016 @06:19PM
(#12287602)
"Data Smart" by Foreman
"Intro to Statistical Learning" by James, Witten, Hastie, Tibshirani
"Elements of Statistical Learning" by Hastie, Tibshirani
The first emphasizes the application of basic concepts to the practice of data science, mostly using english and excel. The second is more mathematical yet quite applied, again focusing on DS tasks, but using R. The third is more mathematical yet, yet very much in the same model as the second. The second and third are free ebooks.
"Intro to Statistical Learning" by James, Witten, Hastie, Tibshirani
"Elements of Statistical Learning" by Hastie, Tibshirani
The first emphasizes the application of basic concepts to the practice of data science, mostly using english and excel. The second is more mathematical yet quite applied, again focusing on DS tasks, but using R. The third is more mathematical yet, yet very much in the same model as the second. The second and third are free ebooks.