Machine Learning for the Quantified Self

1. Introduction & Basics of Sensory Data
2. Handling sensory noise
3. Feature engineering
4. Clustering
5. Supervised learning

A good video on dynamic time warping. You can test it out yourself with the dtw package in R and Python.

I used Anki to study for the exam, here’s the Anki deck.