added video link
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@@ -307,6 +307,8 @@ MathJax.Hub.Config({
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<div class="panel-body">
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<!-- subsequent paragraphs come in larger fonts, so start with a paragraph -->
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<ul>
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<li> <a href="https://youtu.be/YOBBr_toYxc" target="_self">Video of Lecture</a></li>
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<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep14.pdf" target="_self">Whiteboard notes</a></li>
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<li> Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff</li>
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<li> Statistical interpretation of Ridge and Lasso regression</li>
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<li> Readings and Videos:</li>
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@@ -221,6 +221,10 @@ MathJax.Hub.Config({
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<p>
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<ul>
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<p><li> <a href="https://youtu.be/YOBBr_toYxc" target="_blank">Video of Lecture</a></li>
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<p><li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep14.pdf" target="_blank">Whiteboard notes</a></li>
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<p><li> Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff</li>
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<p><li> Statistical interpretation of Ridge and Lasso regression</li>
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@@ -279,6 +279,8 @@ MathJax.Hub.Config({
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<b>Material for the lecture on Thursday September 7</b>
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<p>
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<ul>
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<li> <a href="https://youtu.be/YOBBr_toYxc" target="_blank">Video of Lecture</a></li>
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<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep14.pdf" target="_blank">Whiteboard notes</a></li>
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<li> Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff</li>
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<li> Statistical interpretation of Ridge and Lasso regression</li>
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<li> Readings and Videos:</li>
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@@ -356,6 +356,8 @@ MathJax.Hub.Config({
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<b>Material for the lecture on Thursday September 7</b>
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<p>
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<ul>
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<li> <a href="https://youtu.be/YOBBr_toYxc" target="_blank">Video of Lecture</a></li>
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<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep14.pdf" target="_blank">Whiteboard notes</a></li>
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<li> Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff</li>
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<li> Statistical interpretation of Ridge and Lasso regression</li>
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<li> Readings and Videos:</li>
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@@ -16,6 +16,8 @@ DATE: today
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* For more discussions of Ridge regression and calculation of averages, "Wessel van Wieringen's":"https://arxiv.org/abs/1509.09169" article is highly recommended.
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!eblock
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!bblock Material for the lecture on Thursday September 7
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* "Video of Lecture":"https://youtu.be/YOBBr_toYxc"
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* "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep14.pdf"
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* Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff
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* Statistical interpretation of Ridge and Lasso regression
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* Readings and Videos:
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