- Added progressive complexity guidelines (Foundation/Intermediate/Advanced)
- Added measurement function consolidation to prevent information overload
- Fixed all diagnostic issues in losses_dev.py
- Fixed markdown formatting across all modules
- Consolidated redundant analysis functions in foundation modules
- Fixed syntax errors and unused variables
- Ensured all educational content is in proper markdown cells for Jupyter