  This tutorial is based on lecture notes written for a class taught in the
Statistics Department at Stanford in the Winter Quarter of 2017. The objective
was to provide a working knowledge of some of the techniques developed over the
last 40 years by theoretical physicists and mathematicians to study mean field
spin glasses and their applications to high-dimenensional statistics and
statistical learning.
