KNIME Webinar: Practicing Data Science - Asking for Directions in an Artificial Intelligence Project

There are many questions at the beginning of each data science project. Do I need to train a machine learning model or do ETL operations suffice? Do I need a labelled data set? What if I do not have it? What to do in case of unevenly distributed classes?