Différences
Ci-dessous, les différences entre deux révisions de la page.
| Les deux révisions précédentes Révision précédente Prochaine révision | Révision précédente | ||
| en:ddefimafi2022 [2026/05/22 15:08] – [Course metadata] cpouet | en:ddefimafi2022 [2026/05/22 15:47] (Version actuelle) – [Course content] cpouet | ||
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| Ligne 63: | Ligne 63: | ||
| === Data Project: | === Data Project: | ||
| - | tba | + | - Projects and models |
| + | * The Bias-Variance tradeoff | ||
| + | * Feature Selection | ||
| + | * Feature Engineering | ||
| + | * Defining a metric | ||
| + | - Models and applications | ||
| + | * Regressions (linear, polynomial, penalized and logistic) | ||
| + | * Decision trees (random forest and gradient boosting) | ||
| + | - Focus on Natural Language Processing (NLP) | ||
| ==== Bibliography ==== | ==== Bibliography ==== | ||
| You can check the availability of the books below at [[https:// | You can check the availability of the books below at [[https:// | ||