Différences

Ci-dessous, les différences entre deux révisions de la page.

--- en:ddefidode2022 [2025/09/18 08:30] – [Brief description] cpouet
+++ en:ddefidode2022 [2026/05/22 14:47] (Version actuelle) – [Course metadata] cpouet
@@ Ligne 11: / Ligne 11: @@
   * Coordinator: tba
   * Instructor(s): Marie Billaud-Friess, Michaël Chalamel (L'Oréal), Franck Chevalier (EY), Emmanuel Daucé, Christophe Pouet, , Sitraka Forler (Post Luxembourg), Lirone Samoun (smartpush)
-  * //Last update 02/09/2025 by C. Pouet//
+  * //Last update 22/05/2026 by C. Pouet//
 ==== Brief description ====
@@ Ligne 46: / Ligne 46: @@
 === Python for data science===
    - Dataframe: data exploration and data description
-   - Spotting patterns using factor
+   - Recommendation systems (including KNN, PCA and SVD)
-     - Principal Component Analysis
+   - Data visualization (including maps, geopandas, ...)
-     - Correspondence analysis
-   - Prediction using trend analysis
-     - Linear regression
-     - Logistic regression
-   - Data classification
-     - Classification using partitions
-     - Hierarchical methods
 === Data-driven decision making===
    - What is data?
@@ Ligne 62: / Ligne 57: @@
    - Data platform and data architecture
 === Data Project: data sources and preprocessing ===
-tba
+  - Starting a data science project
+  - The constraints of data science projects
+  - Finding data
+  - Acquiring information
+  - Playing with data
 ==== Bibliography ====