Transformers & Attention Mechanisms¶

Master the revolutionary Transformer architecture and attention mechanisms that power modern AI. Course 04 · Foundations · 10 lessons · ~18h

Lessons¶

#	Lesson	Duration	Level
1	Introduction to Attention Mechanisms	55 min	intermediate
2	Self-Attention Mechanism	55 min	intermediate
3	Multi-Head Attention	55 min	intermediate
4	Positional Encoding	55 min	intermediate
5	The Complete Transformer Architecture	60 min	advanced
6	Encoder-Decoder Architecture	55 min	advanced
7	Training Transformers	55 min	advanced
8	Transformer Variants	55 min	intermediate
9	Implementing Attention from Scratch	65 min	advanced
10	Scaling Laws & Efficient Transformers	55 min	advanced
Start here: Introduction to Attention Mechanisms
## Exercises