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diff --git a/Aalto2024.html b/Aalto2024.html
@@ -297,7 +297,7 @@ <h3 class="anchored" data-anchor-id="schedule-overview">Schedule overview</h3>
 <tr class="odd">
 <td>3. Multidimensional posterior</td>
 <td style="text-align: left;"><a href="BDA3_notes.html#ch3">BDA3 Chapter 3</a></td>
-<td><a href="https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=802abb82-07a2-4b4e-a16b-b0820089d994">2023 Lecture 3.1</a>,<br> <a href="https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=c070e17c-ce4c-4a98-801c-b08200a5b22f">2023 Lecture 3.2</a><br><a href="slides/BDA_lecture_3.pdf">Slides 3</a></td>
+<td><a href="https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=cb4e4ce5-0d40-4ea7-a5cf-b1f400ba2d3f">2024 Lecture 3.1</a>,<br> <a href="https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=c95947ca-5355-4804-8d9c-b1f400cb9868">2024 Lecture 3.2</a></td>
 <td><a href="assignments/assignment3.html">Assignment 3</a></td>
 <td>2024-09-23</td>
 <td>2024-09-29</td>
@@ -454,7 +454,7 @@ <h3 class="anchored" data-anchor-id="bda3-ch-3-multidimensional-posterior">3) BD
 <li><strong>Lecture Monday 2024-09-23. 14:15-16, hall T1, CS building</strong>
 <ul>
 <li><a href="slides/BDA_lecture_3.pdf">Slides 3</a></li>
-<li>Videos: <a href="https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=802abb82-07a2-4b4e-a16b-b0820089d994">2023 Lecture 3.1</a> <a href="https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=c070e17c-ce4c-4a98-801c-b08200a5b22f">2023 Lecture 3.2</a> on multiparameter models, joint, marginal and conditional distribution, normal model, bioassay example, grid sampling and grid evaluation. BDA3 Ch 3.</li>
+<li>Videos: <a href="https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=cb4e4ce5-0d40-4ea7-a5cf-b1f400ba2d3f">2024 Lecture 3.1</a> <a href="https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=c95947ca-5355-4804-8d9c-b1f400cb9868">2024 Lecture 3.2</a> on multiparameter models, joint, marginal and conditional distribution, normal model, bioassay example, grid sampling and grid evaluation. BDA3 Ch 3.</li>
 </ul></li>
 <li>Read <a href="BDA3_notes.html#ch3">the additional comments for Chapter 3</a></li>
 <li>Check <a href="demos.html#BDA_R_demos">R demos</a> or <a href="demos.html#BDA_Python_demos">Python demos</a> for Chapter 3</li>

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