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