Morten Hjorth-Jensen
39 lines
998 B
YAML
39 lines
998 B
YAML
format: jb-book
|
|
root: intro
|
|
parts:
|
|
- caption: About the course
|
|
chapters:
|
|
- file: schedule
|
|
- file: teachers
|
|
- file: textbooks
|
|
- caption: Review of Statistics with Resampling Techniques and Linear Algebra
|
|
numbered: true
|
|
chapters:
|
|
- file: statistics.ipynb
|
|
- file: linalg.ipynb
|
|
- caption: From Regression to Support Vector Machines
|
|
numbered: true
|
|
chapters:
|
|
- file: chapter1.ipynb
|
|
- file: chapter2.ipynb
|
|
- file: chapter3.ipynb
|
|
- file: chapter4.ipynb
|
|
- file: chapteroptimization.ipynb
|
|
- file: chapter5.ipynb
|
|
- caption: Decision Trees, Ensemble Methods and Boosting
|
|
numbered: true
|
|
chapters:
|
|
- file: chapter6.ipynb
|
|
- file: chapter7.ipynb
|
|
- caption: Dimensionality Reduction
|
|
numbered: true
|
|
chapters:
|
|
- file: chapter8.ipynb
|
|
- file: Clustering.ipynb
|
|
- caption: Deep Learning Methods
|
|
numbered: true
|
|
chapters:
|
|
- file: chapter9.ipynb
|
|
- file: chapter10.ipynb
|
|
- file: chapter11.ipynb
|