Différences
Ci-dessous, les différences entre deux révisions de la page.
| Les deux révisions précédentes Révision précédente | |||
| en:ddefifien2022 [2026/05/22 15:45] – [Course content] cpouet | en:ddefifien2022 [2026/05/22 15:46] (Version actuelle) – [Course content] cpouet | ||
|---|---|---|---|
| Ligne 69: | Ligne 69: | ||
| === Data Project: | === Data Project: | ||
| - | - Projects and models | + | |
| - | - The Bias-Variance tradeoff | + | * The Bias-Variance tradeoff |
| - | - Feature Selection | + | * Feature Selection |
| - | - Feature Engineering | + | * Feature Engineering |
| - | - Defining a metric | + | * Defining a metric |
| - | - Models and applications | + | - Models and applications |
| - | - Regressions (linear, polynomial, penalized and logistic) | + | |
| - | - Decision trees (random forest and gradient boosting) | + | |
| - | - Focus on Natural Language Processing (NLP) | + | - Focus on Natural Language Processing (NLP) |