# Welcome to Randal Douc's wiki

A collaborative site on maths but not only!

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### Miscellanous

world:cours:ml2


2017/10/07 23:39 ·

# Foundation of Machine Learning

## Program of the course

• Where? PC 40
• When? Sept 2022-Dec 2022
 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 tpfondmachlearn.pdf 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 All to be known about pca 8 PC8 Some properties on the determinant of symmetric positive matrices 9 xgboost Many interesting videos can be found on statquest.