added lecture video
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@@ -387,6 +387,7 @@ Recommended prereading: Chapters 1-2 (linear algebra) and chapter 3 (statistics)
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- Lecture Thursday: Decision Trees and Ensemble methods, Bagging and Voting
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- Video of Lecture at https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureNovember11.mp4?vrtx=view-as-webpage
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- Lecture Friday: Ensemble Methods, Random Forests, Boosting and gradient boosting
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- Video of Lecture at https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureNovember12.mp4?vrtx=view-as-webpage
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- Reading recommendations:
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- See lecture notes for week 45 at https://compphysics.github.io/MachineLearning/doc/web/course.html.
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- Decision Trees: Geron's chapter 6 covers decision trees while ensemble models, voting and bagging are discussed in chapter 7.
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@@ -156,6 +156,7 @@ For the reading assignments we use the following abbreviations:
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- Lecture Thursday: Ensemble methods, bagging and random forests
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- Video of Lecture at https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureNovember11.mp4?vrtx=view-as-webpage
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- Lecture Friday: Boosting and gradient boosting
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- Video of Lecture at https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureNovember12.mp4?vrtx=view-as-webpage
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- Reading recommendations:
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- See lecture notes for week 45 at https://compphysics.github.io/MachineLearning/doc/web/course.html.
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- Hastie et al chapter 10
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@@ -399,6 +399,9 @@ MathJax.Hub.Config({
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<li> <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureNovember11.mp4?vrtx=view-as-webpage" target="_self">Video of Lecture</a></li>
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</ul>
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<li> Friday: More on Bagging, Voting, Random Forests and start Boosting</li>
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<ul>
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<li> <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureNovember12.mp4?vrtx=view-as-webpage" target="_self">Video of Lecture</a></li>
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</ul>
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</ul>
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<div class="panel panel-default">
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<div class="panel-body">
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@@ -205,6 +205,11 @@ MathJax.Hub.Config({
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</ul>
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<p>
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<p><li> Friday: More on Bagging, Voting, Random Forests and start Boosting</li>
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<ul>
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<p><li> <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureNovember12.mp4?vrtx=view-as-webpage" target="_blank">Video of Lecture</a></li>
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</ul>
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<p>
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</ul>
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<p>
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<div class="alert alert-block alert-block alert-text-normal">
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@@ -345,6 +345,9 @@ MathJax.Hub.Config({
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<li> <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureNovember11.mp4?vrtx=view-as-webpage" target="_blank">Video of Lecture</a></li>
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</ul>
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<li> Friday: More on Bagging, Voting, Random Forests and start Boosting</li>
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<ul>
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<li> <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureNovember12.mp4?vrtx=view-as-webpage" target="_blank">Video of Lecture</a></li>
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</ul>
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</ul>
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<div class="alert alert-block alert-block alert-text-normal">
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<b>Videos</b>
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@@ -422,6 +422,9 @@ MathJax.Hub.Config({
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<li> <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureNovember11.mp4?vrtx=view-as-webpage" target="_blank">Video of Lecture</a></li>
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</ul>
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<li> Friday: More on Bagging, Voting, Random Forests and start Boosting</li>
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<ul>
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<li> <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureNovember12.mp4?vrtx=view-as-webpage" target="_blank">Video of Lecture</a></li>
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</ul>
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</ul>
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<div class="alert alert-block alert-block alert-text-normal">
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<b>Videos</b>
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@@ -8,6 +8,7 @@ DATE: today
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* Thursday: Basics of Decision Trees, Bagging and Voting
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* "Video of Lecture":"https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureNovember11.mp4?vrtx=view-as-webpage"
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* Friday: More on Bagging, Voting, Random Forests and start Boosting
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* "Video of Lecture":"https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureNovember12.mp4?vrtx=view-as-webpage"
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!bblock Videos
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o "Video on Decision trees":"https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn"
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