diff --git a/doc/pub/week37/html/._week37-bs001.html b/doc/pub/week37/html/._week37-bs001.html
index 5e3c7b86e..baea75fea 100644
--- a/doc/pub/week37/html/._week37-bs001.html
+++ b/doc/pub/week37/html/._week37-bs001.html
@@ -293,7 +293,12 @@ MathJax.Hub.Config({
  <li> <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureSeptember16SecondPart.mp4?vrtx=view-as-webpage" target="_self">Video of Lecture, second part</a></li>
 </ol>
 
-<li> Friday September 17: Resampling methods, Cross-validation, Bootstrapping and jackknife</li>
+<li> Friday September 17: Resampling methods, Cross-validation, Bootstrapping and jackknife
+
+<ol type="a"></li>
+ <li> <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureSeptember17.mp4?vrtx=view-as-webpage" target="_self">Video of Lecture</a></li>
+</ol>
+
 </ul>
 
 Recommended Reading:
diff --git a/doc/pub/week37/html/week37-reveal.html b/doc/pub/week37/html/week37-reveal.html
index 1ac93f531..a3c6c7f6f 100644
--- a/doc/pub/week37/html/week37-reveal.html
+++ b/doc/pub/week37/html/week37-reveal.html
@@ -168,7 +168,12 @@ MathJax.Hub.Config({
  <p><li> <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureSeptember16Firstpart.mp4?vrtx=view-as-webpage" target="_blank">Video of Lecture, first part</a></li>
  <p><li> <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureSeptember16SecondPart.mp4?vrtx=view-as-webpage" target="_blank">Video of Lecture, second part</a></li>
 </ol>
-<p><li> Friday September 17: Resampling methods, Cross-validation, Bootstrapping and jackknife</li>
+<p><li> Friday September 17: Resampling methods, Cross-validation, Bootstrapping and jackknife
+
+<ol type="a"></li>
+ <p><li> <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureSeptember17.mp4?vrtx=view-as-webpage" target="_blank">Video of Lecture</a></li>
+</ol>
+<p>
 </ul>
 <p>
 
diff --git a/doc/pub/week37/html/week37-solarized.html b/doc/pub/week37/html/week37-solarized.html
index da192c64a..f3ee08b0f 100644
--- a/doc/pub/week37/html/week37-solarized.html
+++ b/doc/pub/week37/html/week37-solarized.html
@@ -258,7 +258,12 @@ MathJax.Hub.Config({
  <li> <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureSeptember16SecondPart.mp4?vrtx=view-as-webpage" target="_blank">Video of Lecture, second part</a></li>
 </ol>
 
-<li> Friday September 17: Resampling methods, Cross-validation, Bootstrapping and jackknife</li>
+<li> Friday September 17: Resampling methods, Cross-validation, Bootstrapping and jackknife
+
+<ol type="a"></li>
+ <li> <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureSeptember17.mp4?vrtx=view-as-webpage" target="_blank">Video of Lecture</a></li>
+</ol>
+
 </ul>
 
 Recommended Reading:
diff --git a/doc/pub/week37/html/week37.html b/doc/pub/week37/html/week37.html
index 81e0cf3e7..cf8db4dde 100644
--- a/doc/pub/week37/html/week37.html
+++ b/doc/pub/week37/html/week37.html
@@ -263,7 +263,12 @@ MathJax.Hub.Config({
  <li> <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureSeptember16SecondPart.mp4?vrtx=view-as-webpage" target="_blank">Video of Lecture, second part</a></li>
 </ol>
 
-<li> Friday September 17: Resampling methods, Cross-validation, Bootstrapping and jackknife</li>
+<li> Friday September 17: Resampling methods, Cross-validation, Bootstrapping and jackknife
+
+<ol type="a"></li>
+ <li> <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureSeptember17.mp4?vrtx=view-as-webpage" target="_blank">Video of Lecture</a></li>
+</ol>
+
 </ul>
 
 Recommended Reading:
diff --git a/doc/pub/week37/ipynb/ipynb-week37-src.tar.gz b/doc/pub/week37/ipynb/ipynb-week37-src.tar.gz
index 71381324f..ed785793e 100644
Binary files a/doc/pub/week37/ipynb/ipynb-week37-src.tar.gz and b/doc/pub/week37/ipynb/ipynb-week37-src.tar.gz differ
diff --git a/doc/pub/week37/ipynb/week37.ipynb b/doc/pub/week37/ipynb/week37.ipynb
index cf68b2627..ab0f83f40 100644
--- a/doc/pub/week37/ipynb/week37.ipynb
+++ b/doc/pub/week37/ipynb/week37.ipynb
@@ -27,6 +27,9 @@
     "\n",
     "* Friday September 17: Resampling methods, Cross-validation, Bootstrapping and jackknife\n",
     "\n",
+    "a. [Video of Lecture](https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureSeptember17.mp4?vrtx=view-as-webpage)\n",
+    "\n",
+    "\n",
     "Recommended Reading:\n",
     "1. Lectures on Resampling methods (these lectures)\n",
     "\n",
diff --git a/doc/src/week37/week37.do.txt b/doc/src/week37/week37.do.txt
index c59ccdbc1..4cf333222 100644
--- a/doc/src/week37/week37.do.txt
+++ b/doc/src/week37/week37.do.txt
@@ -9,7 +9,7 @@ DATE: today
   o "Video of Lecture, first part":"https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureSeptember16Firstpart.mp4?vrtx=view-as-webpage"
   o "Video of Lecture, second part":"https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureSeptember16SecondPart.mp4?vrtx=view-as-webpage"
 * Friday September 17: Resampling methods, Cross-validation, Bootstrapping and jackknife
-
+  o "Video of Lecture":"https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureSeptember17.mp4?vrtx=view-as-webpage"
 Recommended Reading:
 o Lectures on Resampling methods (these lectures)
 o Bishop 1.3 (cross-validation) and 3.2 (bias-variance tradeoff)