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diff --git a/Aalto2024.html b/Aalto2024.html
@@ -350,7 +350,7 @@ <h3 class="anchored" data-anchor-id="schedule-overview">Schedule overview</h3>
 <tr class="even">
 <td>6. Stan, HMC, PPL</td>
 <td style="text-align: left;"><a href="BDA3_notes.html#ch12">BDA3 Chapter 12</a> + <a href="index.html#stan">extra material on Stan</a></td>
-<td><a href="https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=80a36d3a-d67c-4534-a7ef-b09600b9f338">2023 Lecture 6.1</a>, <br><a href="https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=65bf5b2b-0a4e-4cae-ba26-b09600cb6222">2023 Lecture 6.2</a>, <br><a href="slides/BDA_lecture_6.pdf">Slides 6</a></td>
+<td><a href="https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=e2188e66-1110-4088-b9c0-b20900b9c47f">2024 Lecture 6.1</a>, <br><a href="https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=65bf5b2b-0a4e-4cae-ba26-b09600cb6222">Lecture 6.2</a>, <br><a href="slides/BDA_lecture_6.pdf">2024 Slides 6</a></td>
 <td><a href="assignments/assignment6.html">Assignment 6</a></td>
 <td>2024-10-14</td>
 <td>2024-10-27</td>
@@ -546,7 +546,7 @@ <h3 class="anchored" data-anchor-id="bda3-ch-12-stan-hmc-ppl-stan">6) BDA3 Ch 12
 <li><strong>Lecture Monday 2024-10-14 14:15-16, hall T1, CS building</strong>
 <ul>
 <li><a href="slides/BDA_lecture_6.pdf">Slides 6</a></li>
-<li>Videos: <a href="https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=80a36d3a-d67c-4534-a7ef-b09600b9f338">2022 Lecture 6.1</a> on HMC, NUTS, dynamic HMC and HMC specific convergence diagnostics, and <a href="https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=65bf5b2b-0a4e-4cae-ba26-b09600cb6222">2022 Lecture 6.2</a> on probabilistic programming and Stan. BDA3 Ch 12 + <a href="#stan">extra material</a>.</li>
+<li>Videos: <a href="https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=e2188e66-1110-4088-b9c0-b20900b9c47f">2024 Lecture 6.1</a> on HMC, NUTS, dynamic HMC and HMC specific convergence diagnostics, and <a href="https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=bba6d5c1-7150-45ef-8827-b20900cbbdf1">2024 Lecture 6.2</a> on probabilistic programming and Stan. BDA3 Ch 12 + <a href="#stan">extra material</a>.</li>
 <li>Optional: <a href="https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=f4b61f2a-4a94-43f7-828c-ac460144f64f">Stan Extra introduction recorded 2020</a> Golf putting example, main features of Stan, benefits of probabilistic programming, and comparison to some other software.</li>
 </ul></li>
 <li>Read <a href="BDA3_notes.html#ch12">the additional comments for Chapter 12</a></li>

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