- Basic Python knowledge is recommended but not mandatory.
- Prior machine learning experience is helpful but not required.
- Step-by-step instructions introduce neural network concepts from scratch.
- Hands-on exercises guide learners through coding with PyTorch.
- Beginners can gradually build confidence in both theory and implementation.

