Coding the whole machine learning pipeline with custom python scripts

Hi Dataiku Community,

We have an existing ML model sitting in our VM and we would like to move the entire pipeline (preprocessing, training, scoring, etc. which involves multiple python scripts including a main.py script to run all the remaining scripts in order) into the dataiku for automaton purposes. However, we don't want to use the visual interface. What is the best way to accomplish this approach?

I went through the knowledge tutorial materials, but I was not able to find anything that shows how to customize the entire pipeline.

Thanks