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
    - file: chapter12.ipynb
    - file: chapter13.ipynb
  - caption: Weekly material, notes and exercises
    numbered: false
    chapters:
    - file: exercisesweek34.ipynb
    - file: week34.ipynb
    - file: exercisesweek35.ipynb
    - file: week35.ipynb
    - file: exercisesweek36.ipynb
    - file: week36.ipynb
    - file: exercisesweek37.ipynb
    - file: week37.ipynb
    - file: exercisesweek38.ipynb
    - file: week38.ipynb    
    - file: exercisesweek39.ipynb
    - file: week39.ipynb
    - file: week40.ipynb
    - file: week41.ipynb
    - file: exercisesweek41.ipynb    
  - caption: Projects
    numbered: false
    chapters:
    - file: project1.ipynb