Tier

Advanced

Professional-grade TensorFlow: reuse pretrained models, write custom training loops, and avoid the mistakes that hurt in production.

1. 1Transfer LearningTake a model pretrained on millions of images and fine-tune it on a tiny dataset in seconds, right in the browser.~30 min
2. 2Custom Training LoopsDrop `model.fit` and write the gradient tape by hand — inspect every gradient tensor as it flows backward.~30 min
3. 3Production Best PracticesInput pipelines, checkpointing, mixed precision, and the mistakes that quietly wreck models in production.~30 min