Differences

This shows you the differences between two versions of the page.

--- curriculum [2026/07/06 14:18] – director-trai
+++ curriculum [2026/07/10 16:23] (current) – [Period 3] director-trai
@@ Line 17: / Line 17: @@
   * **Elective** (1 course):
     * :?: //Deep Learning// (CSC_51054_EP): Michalis Vazirgiannis and Johannes Lutzeyer, École polytechnique
-    * //Emerging subjects in machine learning and collaborative learning// (APM_51178_EP, research-oriented): Aymeric Dieleveut and El Mahdi El Mhamdi, École polytechnique
     * //Signal processing from Fourier to ML// (APM_51055_EP): Rémi Flamary, École polytechnique
-    * :!: //Statistical learning theory// (APM_51059_EP): Karim Lounici, École polytechnique
-    * :!: //Probability theory for ML - Applications to Monte Carlo methods and generative models// (APM_51056_EP): Alain Durmus, École polytechnique
     * :!: //Topological data analysis// (CSC_51056_EP): Steve Oudot, INRIA
   * Mandatory non-scientific courses:
@@ Line 34: / Line 31: @@
   * **Mandatory**
-    * //Deep Learning// (APM_52183_EP :?:): Kevin Scaman, INRIA
+    * //Deep Learning// (APM_52183_EP :?:): Bruno Galerne, Université d'Orléans
     * //Reinforcement learning and autonomous agents// (CSC_52081_EP): Jesse Read, École polytechnique
+    * //Optimization for AI// (APM_52067_EP): Luiz Chamon and Aymeric Dieuleveut, École polytechnique
   * **Elective** (2 or 3 course):
     * //Advanced deep learning// (CSC_52087_EP): Vicky Kalogeiton, Johannes Lutzeyer, Ye Zhu, and Xi Wang, École polytechnique
-    * //Introduction to text mining and NLP// (CSC_52082_EP): Davide Buscaldi, Michalis Vazirgiannis
+    * //Multimodal generative AI// (CSC_52002_EP): Vicky Kalogeiton, École polytechnique
-    * //Multimodal generative AI// (CSC_52002_EP): Vicky Kalogeiton
     * //Graph machine and deep learning for generative AI// (CSC_52072_EP): Johannes Lutzeyer and Michalis Vazirgiannis, École polytechnique
-    * //Statistics in action// (APM_52066_EP): Zacharie Naulet, INRAE
+    * :!: //Statistics in action// (APM_52066_EP): Zacharie Naulet, INRAE
+    * :!: //Introduction to text mining and NLP// (CSC_52082_EP): Davide Buscaldi and Michalis Vazirgiannis, École polytechnique
   * **Mandatory non-scientific courses:**
     *  //Entrepreneurship for sustainability// (IME_52068_EP, Chloé Steux) **OR** //Case studies on innovation// (IME_52062_EP, Philippe Ginier-Gillet)
     * //Sport, Humanities, Foreign Language// (these courses are similar to those every graduate from École polytechnique must follow)
-:?: Students must take one deep learning course that they can choose between period 1 (CSC_51054_EP) or period 2 (APM_52183_EP).
+:?: Students must take one deep learning course that they can choose between period 1 (CSC_51054_EP) or period 2 (APM_52183_EP).\\
+:!: Students cannot take both APM_52066_EP and CSC_52082_EP since they happen at the same time.
 ==== Period 3 ====
-Research-oriented internship (4 to 6 months) (INT_52406_EP, 20 ECTS)
+Research-oriented internship (4 to 6 months) (INT_52412_EP, 20 ECTS)
 \\ \\ \\
@@ Line 87: / Line 86: @@
 ==== Period 3 ====
-  * Internship in an industrial or academic research lab (5 to 6 months) (INT_54490_EP, 24 ECTS)
+  * Internship in an industrial or academic research lab (5 to 6 months) (INT_XXXXX_EP, 24 ECTS)