[rajnp]

Not specifically to data science or AI projects, generally test coverage is very important, otherwise how would you ensure that the functionality works as expected and handle error/unexpected conditions?

But TDD approach or writing test cases after the implementation is upto the individual developer/team's preference. Initially TDD approach would be very difficult for freshers or devs who don't have TDD experience, but in the long run, it would help.