Level 2 of 4
Beginner level
You are here if you know the ML basics — training a model and reading a loss curve are already familiar. These five phases widen the map: language, speech, the transformer architecture underneath everything modern, generative models, and reinforcement learning.
The five phases (89 lessons)
- 05 NLP Foundations to Advanced· 29 lessons
Language is the interface to intelligence. Master every layer.
- 06 Speech and Audio· 17 lessons
The other half of human communication. Hear, understand, speak.
- 07 Transformers Deep Dive· 16 lessons
The architecture that changed everything. Understand every layer.
- 08 Generative AI· 15 lessons
Create images, video, audio, 3D, and more.
- 09 Reinforcement Learning· 12 lessons
Agents that learn by doing. The foundation of RLHF.