Transformer Workflows and Pretrained Models

teach practical transformer use while keeping claims honest.

Units

1. Unit 10.00: 10.00 Transformer blocks at a practical level
2. Unit 10.01: 10.01 Tokenizers, masks, and sequence limits
3. Unit 10.02: 10.02 Feature extraction with a pretrained text model
4. Unit 10.03: 10.03 Fine-tuning boundaries and evaluation
5. Unit 10.04: 10.04 Error analysis and bias checks for text models
6. Unit 10.05: 10.05 Project step: transformer-assisted classification report

Module work

• Activity
• Knowledge check
• Summary