Fine-Tuning Discipline (Freeze Schedules, LR, Leakage, Eval) Freezing vs. Unfreezing Layers: The Ultimate Guide to Transfer Learning (SH AI Academy) Watch: https://www.youtube.com/watch?v=FcG-xaWBvlI (9:24)
Notes
Feature extraction vs fine-tuning; freeze schedules, when/how to unfreeze, LR discipline. Lab: write the eval protocol (leakage + eval rules) shared by both mini-labs.
Key moments
No chapter markers on source; key beats: freezing rationale, unfreeze schedule, LR guidance, eval pointers.