Introductory Machine Learning Notes

These notes are an attempt to extract essential machine learning concepts for beginners. They are a draft and will be updated. Likely they won’t be typos free for a while. They are dry and lack examples to complement and illustrate the general ideas. Notably, they also lack references, that will (hopefully) be added soon. The mathematical appendix is due to Andre Wibisono’s notes for the math camp of the 9.520 course at MIT.