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.
Python
vtreat
introduction video (PyData LA 2019), slides here.R
vtreat
introduction video (Why R? Foundation).
The idea is: instead of attempting to automate all of machine learning, vtreat
automates some of the data preparation steps.
In addition we have extensive free task-based documentation both for the Python
version and for the R
version.
And, chapter 8 of our textbook Practical Data Science with R also teaches the methodology.
Plus we have examples of both the Python
and R
versions of vtreat
being used in the KNIME
system here.
Categories: Administrativia Pragmatic Data Science Tutorials
jmount
Data Scientist and trainer at Win Vector LLC. One of the authors of Practical Data Science with R.