Machine learning comprises many steps, each worth some depth.
Machine Learning Pipeline gives an overview of the steps, and how they can be run on the command line.
Datasets Generation discusses the design and generation of datasets
Demo: Evaluation of machine learning is showcases the application of the CosmoSim API to evaluation of a machine learning model.
For a more complete treatise, we have publised reports from real experiments.