Organize your code with a logical structure that reflects your problem space
In doing so, you'll know how to navigate your codebase much more efficiently.
Taking time to organize your code with a logical structure also helps a lot with being minimalistic and intentional with code. The less you can write to solve the same amount of problems, the better.
Software skills for data scientists