- file: intro
- part: About the course
  chapters:
  - file: schedule
  - file: teachers
  - file: textbooks
- part: From Regression to Support Vector Machines
  numbered: true
  chapters:
  - file: chapter1.ipynb
  - file: chapter2.ipynb
  - file: chapter3.ipynb
  - file: chapter4.ipynb
- part: Deep Learning 
  numbered: true
  chapters:
  - file: chapter5.ipynb
  - file: chapter6.ipynb
  - file: chapter7.ipynb
  - file: chapter8.ipynb  
- part: Trees and Ensemble Methods
  numbered: true
  chapters:
  - file: chapter9.ipynb
  - file: chapter10.ipynb