# Welcome to Randal Douc's wiki

A collaborative site on maths but not only!

### Miscellanous

world:cours:ml2


2017/10/07 23:39 ·

# Foundation of Machine Learning

## Program of the course

• Where? PC 40
• When? Sept 2021-Dec 2021
 PC Doc Additional Links 1 PC1 Leave One Out Cross Validation (LOOCV) and Cook's distance 2 PC2 A useful result on maximisation 3 PC3 KKT 4 PC4 5 Computer session 6 PC6 A useful result for the consistency of Decision Trees, Max-bounds for the normal distribution. 7 PC7 Handwritten notes on the solutions of PC7 8 PC8 Some properties on the determinant of symmetric positive matrices 9 xgboost Many interesting videos can be found on statquest.