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Morten Hjorth-Jensen
2021-11-13 16:03:42 +01:00
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@@ -383,7 +383,7 @@ Recommended prereading: Chapters 1-2 (linear algebra) and chapter 3 (statistics)
- Hastie et al sections 9.1 and 9.2. Geron's text chapter 6 (Decision trees) and chapter 8 on PCA and Clustering
### Week 45 November 8-12
- Lab Wednesday: Work on project 2, project 3 available Friday 12th. Deadline project 2 is November 15.
- Lab Wednesday: Work on project 2, project 3 available Friday 12th. Deadline project 2 is November 20.
- Lecture Thursday: Decision Trees and Ensemble methods, Bagging and Voting
- Video of Lecture at https://www.uio.no/studier/emner/matnat/fys/FYS-STK3155/h21/forelesningsvideoer/LectureNovember11.mp4?vrtx=view-as-webpage
- Lecture Friday: Ensemble Methods, Random Forests, Boosting and gradient boosting
@@ -396,8 +396,8 @@ Recommended prereading: Chapters 1-2 (linear algebra) and chapter 3 (statistics)
### Week 46 November 15-19
- Lab Wednesday: Work on project 3
- Lecture Thursday: Ensemble Methods, Random Forests, Boosting and gradient boosting
- Lecture Friday: Support Vector machines
- Lecture Thursday: Support Vector machines. Summary Ensemble Methods, Random Forests, Boosting and gradient boosting
- Lecture Friday: Workshop on project 3
- Reading recommendations:
- See lecture notes for week 46 at https://compphysics.github.io/MachineLearning/doc/web/course.html.
- Hastie et al chapter 12