Embeddings, Sequences, and Attention Intuition

prepare learners for transformer workflows without jumping too fast.

Units

1. Unit 08.00: 08.00 What an embedding represents
2. Unit 08.01: 08.01 Text tokens and sequence length
3. Unit 08.02: 08.02 Bag-of-words baseline vs learned representation
4. Unit 08.03: 08.03 Recurrent networks as historical context
5. Unit 08.04: 08.04 Attention as weighted context
6. Unit 08.05: 08.05 Project step: compare simple text representations

Module work

• Activity
• Knowledge check
• Summary