Introduction to Machine Learning

Lectures notes are prepared in Colaboratory, which is a Jupyter notebook environment running in the cloud and storing notebooks in Google Drive. It makes it easy to collaborate on a project in Jupyter notebooks and provides free computing power.

For your convenience the website was generated using MkDocs on Jupyter notebooks exported to markdown. Feel free to use Jupyter notebooks though:

• Introduction: Colaboratory or GitHub

• k-Nearest Neighbors: Colaboratory or GitHub

• Decision trees: Colaboratory or GitHub

• Support vector machine: Colaboratory or GitHub

• Neural networks (Colaboratory or GitHub)

• Deep learning (Colaboratory or GitHub)