It depends how fluid I need to be. If I have a very specific, quantifiable goal in mind, then I use test driven development - added bonus of having a test suit

It depends how fluid I need to be. If I have a very specific, quantifiable goal in mind, then I use test driven development - added bonus of having a test suite at the end. If I am working with large datasets on servers, then I simply subsample, and then scale up