Transfer Learning and Fine-Tuning

show how pretrained Keras models change the workflow.

Units

1. Unit 08.00: 08.00 Feature extraction vs fine-tuning
2. Unit 08.01: 08.01 Choosing a pretrained backbone responsibly
3. Unit 08.02: 08.02 Freezing and unfreezing layers
4. Unit 08.03: 08.03 Small-data risks and data leakage
5. Unit 08.04: 08.04 Fine-tuning schedule and learning-rate caution
6. Unit 08.05: 08.05 Project step: transfer-learning experiment memo

Module work

• Activity
• Knowledge check
• Summary