Chapter 16 High Dimensional Analysis

Some of you may be dealing with big data cases, these may require some pre-processing but you will find that most of the big data analysis is based on more or less same baseline structure.

One of the best resources to recommend is the book which also has an excellent practice in R : **Introduction to Statistical Learning by Hastie and Tibshirani. It is free and available online together with videos and practice exercises that have fully written R script: http://www-bcf.usc.edu/~gareth/ISL/

You can get a pdf copy from github: https://github.com/tpn/pdfs/blob/master/An%20Introduction%20To%20Statistical%20Learning%20with%20Applications%20in%20R%20(ISLR%20Sixth%20Printing).pdf