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world:cours:ml2
This is an old revision of the document!
Table of Contents
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 | 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. |
Contact
| name | email adresses |
|---|---|
| Randal Douc | randal.douc At polytechnique.edu |
world/cours/ml2.1697699865.txt.gz · Last modified: 2023/10/19 09:17 by rdouc
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