Morten Hjorth-Jensen
36 lines
852 B
YAML
36 lines
852 B
YAML
- file: intro
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- part: About the course
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chapters:
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- file: schedule
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- file: teachers
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- file: textbooks
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- part: Review of Statistics with Resampling Techniques and Linear Algebra
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numbered: true
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chapters:
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- file: statistics.ipynb
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- file: linalg.ipynb
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- part: From Regression to Support Vector Machines
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numbered: true
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chapters:
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- file: chapter1.ipynb
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- file: chapter2.ipynb
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- file: chapter3.ipynb
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- file: chapter4.ipynb
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- file: chapter5.ipynb
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- part: Decision Trees, Ensemble Methods and Boosting
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numbered: true
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chapters:
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- file: chapter6.ipynb
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- file: chapter7.ipynb
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- part: Dimensionality Reduction
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numbered: true
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chapters:
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- file: chapter8.ipynb
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- part: Deep Learning Methods
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numbered: true
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chapters:
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- file: chapter9.ipynb
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- file: chapter10.ipynb
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- file: chapter11.ipynb
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- file: chapter12.ipynb
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