study notes

An engineer's working notebook — built up one topic at a time. Pick a section, then a topic on the left.

Overfitting & regularization

Notes in progress.

This page will cover:

  • memorizing vs learning
  • the bias–variance trade-off
  • dropout, weight decay, early stopping