diff --git a/README.md b/README.md
index 48d6d7d7f..160fab977 100644
--- a/README.md
+++ b/README.md
@@ -45,10 +45,17 @@ Onyxia is developed by the French National institute of statistics and economic
 
 ## Media
 
+<p align="center">
+    <i>PyData Paris 2024</i><br>
+    <a href="https://youtu.be/UFbOBz-Aw1I">
+        <img src="https://user-images.githubusercontent.com/6702424/234834115-28a5fc8d-4819-4f6d-abf5-9a9ba25e3749.png" width="640">
+    </a>
+</p>
+
 <p align="center">
     <i>Devoxx France 2023</i><br>
     <a href="https://youtu.be/GXINfnVB21E">
-        <img src="https://user-images.githubusercontent.com/6702424/234834115-28a5fc8d-4819-4f6d-abf5-9a9ba25e3749.png" width="640">
+        <img src="https://img.youtube.com/vi/UFbOBz-Aw1I/hqdefault.jpg" width="640">
     </a>
 </p>
 
@@ -80,27 +87,6 @@ Onyxia is developed by the French National institute of statistics and economic
     </a>
 </p>
 
-<p align="center">
-    <i>OpenLAB - <a href="https://speakerdeck.com/etalabia/openlab-onyxia-06122021?slide=6">Download slides</a></i><br>
-    <a href="https://bbb-dinum-scalelite.visio.education.fr/playback/presentation/2.3/9be5b08deee82b1ba557f360214500580cfbda51-1638792324069">
-        <img src="https://user-images.githubusercontent.com/6702424/147028499-cab9868d-1cee-439d-a777-59f5c2169b3a.png">
-    </a>
-</p>
-
-<p align="center">
-    <i>Article d'acteurs publics</i><br>
-    <a href="https://www.acteurspublics.fr/articles/une-boite-a-outils-en-ligne-pour-booster-lexploitation-des-donnees-dans-ladministration">
-        <img src="https://user-images.githubusercontent.com/6702424/147030430-afec9c32-372d-4118-85ee-4c773f16d12c.png">
-    </a>
-</p>
-
-<p align="center">
-    <i>Les Entrepreuneurs d'intérêt général - <a href="https://eig.etalab.gouv.fr">Découvrir le programme</a> </i><br>
-    <a href="https://youtu.be/ukMHBAXwzRg">
-        <img src="https://user-images.githubusercontent.com/6702424/137893928-e341f3fe-13cf-44e6-9332-7ade8653c7f8.png">
-    </a>
-</p>
-
 ## Contributing
 
 If your are a new contributor, please refer to the [technical documentation](https://docs.onyxia.sh/contributors-doc).