Essential Projects to Tackle Before Diving into Scikit-Learn for ML

model.fit(X, y) is one line, and that is the problem. scikit-learn is excellent, but reaching for it before you understand what it does leaves you able to call models without being able to reason about them. Build a few core pieces by hand first, and the rest of machine learning becomes readable. St