EDUCATION & TRAINING
An Honest Quant ML Guide
Dev.to Machine Learning
About This Tutorial
Options data is one of the densest public-markets modalities and one of the worst-served by ML toolchains. This is a direct tour of eight ML methodologies that have published research or plausible workflows on options, grouped by maturity, with the data shape each one needs, where historical replay actually delivers minute-level signal versus end-of-day, and the honest list of what none of this solves. I maintain the calculator stack this is written against, so I'll be upfront about the bias: I sell pre-computed analytics on top of historical options data.