How to code in the real world for projects

I have a question for you friends and professors:
And how should coding be done in real world datasets? And what I want to know more is that from the first stage and starting to write code in machine learning and deep learning, how should we identify the next stage and code in such a way that the next stages proceed according to it, and what could the next stage be?