- Basic linear algebra (vectors, matrices) is helpful but not mandatory.
- The course explains necessary mathematical concepts alongside coding.
- Understanding derivatives and gradients can enhance learning of backpropagation.
- No advanced topics like differential equations are required.
- Focus is on practical implementation and conceptual understanding.

