introduction

All of Statitics was written by Larry Wasserman. It's a good statitics reference for studying statitical machine learning in the future.

Materials preparations

Besides the pdf version of textbook, there are two courses links from CMU below:

1. Fall 2016: Probability and Mathematical Statistics I (36-700)
2. 36-705 Intermediate Statistics

The first one is focusing on Probability theory(Chapter 1 - 4), the second one is mainly talking about statistics issues.

Schedule of Learning

The first part will consume for 2 weeks, including assignments and dissertation. The second part(the statistics part) has many contents, so the total time can't be assured.