update book

doc/LectureNotes/_build/html/_sources/schedule.md

@@ -40,7 +40,7 @@ For the reading assignments we use the following abbreviations:
 - Thursday: Review of  ordinary Least Squares with applications, reminder on statistics  and start discussion of Ridge Regression and Singular Value Decomposition
 - Video of lecture Thursday at https://youtu.be/jYdg2xzKa5E
 - Friday: Discussion of Ridge and Lasso Regression and links with Singular Value Decomposition
-- Video of lecture Friday at 
+- Video of lecture Friday at https://youtu.be/07e-SUYRzM0
 
 - Reading recommendations:
   - See lecture notes for week 35 at https://compphysics.github.io/MachineLearning/doc/web/course.html.

doc/LectureNotes/_build/html/schedule.html

@@ -537,7 +537,7 @@ const thebe_selector_output = ".output, .cell_output"
 <li><p>Thursday: Review of  ordinary Least Squares with applications, reminder on statistics  and start discussion of Ridge Regression and Singular Value Decomposition</p></li>
 <li><p>Video of lecture Thursday at <a class="reference external" href="https://youtu.be/jYdg2xzKa5E">https://youtu.be/jYdg2xzKa5E</a></p></li>
 <li><p>Friday: Discussion of Ridge and Lasso Regression and links with Singular Value Decomposition</p></li>
-<li><p>Video of lecture Friday at</p></li>
+<li><p>Video of lecture Friday at <a class="reference external" href="https://youtu.be/07e-SUYRzM0">https://youtu.be/07e-SUYRzM0</a></p></li>
 <li><p>Reading recommendations:</p>
 <ul>
 <li><p>See lecture notes for week 35 at <a class="reference external" href="https://compphysics.github.io/MachineLearning/doc/web/course.html">https://compphysics.github.io/MachineLearning/doc/web/course.html</a>.</p></li>