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--- curriculum [2026/07/06 14:23] – director-trai
+++ curriculum [2026/07/10 16:23] (current) – [Period 3] director-trai
@@ Line 31: / 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
-    * //Multimodal generative AI// (CSC_52002_EP): Vicky Kalogeiton
+    * //Multimodal generative AI// (CSC_52002_EP): Vicky Kalogeiton, École polytechnique
     * //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
-    * :!: //Introduction to text mining and NLP// (CSC_52082_EP): Davide Buscaldi, Michalis Vazirgiannis
+    * :!: //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)
@@ Line 48: / Line 49: @@
 ==== 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 85: / 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)