The `mix_model` lecture can be improved. - [ ] style guide review - [ ] fix full web links that are currently used across the lectures with a range of `link text`, `doc` links. <img width="621" height="253" alt="Image" src="https://github.com/user-attachments/assets/4b734bec-ef21-4958-a93a-8a53c5f6b344" />