Machine Learning

My path learning machine learning

These resources describe my path toward learning ML (or an approximate revised version in hindsight), over approximately 6 months, in my free time as a physics postdoc. Not all steps are necessary. Not all resources need to be read in depth. This is tailored for someone with a physics background, with existing coding skills and math knowledge. 

Early-stage: basic familiarity (month 1).

Mid-stage: identifying core problems (month 2).

Late-stage: learning techniques, solving problems (months 3 - 6).