Generative

Generative AI concepts including transformers, attention mechanisms, and sequence modelling foundations. 2 topics in this category.

intermediate

PEFT

Parameter-efficient fine-tuning — adapt large models on a single GPU by freezing the base weights and training a small delta.

 advanced

Transformers

Self-attention-based sequence models that power modern LLMs and vision models.