I would like to re-share links to our free
vtreat data preparation system introduction videos, which show you what sort of machine learning problems
vtreat can help you with.
vtreatintroduction video (PyData LA 2019), slides here.
vtreatintroduction video (Why R? Foundation).
The idea is: instead of attempting to automate all of machine learning,
vtreat automates some of the data preparation steps.
And, chapter 8 of our textbook Practical Data Science with R also teaches the methodology.
Plus we have examples of both the
R versions of
vtreat being used in the
KNIME system here.