useR! 2019 Tutorial: Automatic and Explainable Machine Learning with H2O in R

http://www.user2019.fr/tutorials/

Key Files

• setup.R: install packages required
• tutorial.Rmd: the main RMarkdown file with code
• tutorial.html: rendered RMarkdown result view
• Introduction Slides: Google Drive Link

Additional Info

• H2O-3 user guide http://docs.h2o.ai/h2o/latest-stable/h2o-docs/index.html
• H2O-3 tutorials (https://github.com/h2oai/h2o-tutorials)
• Java debugging tips (https://twitter.com/ledell/status/1148512123083010048)
• H2O-3 XGBoost on Windows (https://stackoverflow.com/questions/49752125/xgboost-h2o-error-on-windows-os)
• About target encoding http://docs.h2o.ai/h2o/latest-stable/h2o-docs/data-munging/target-encoding.html

Thank you for coming to my workshop. Remember to get your hands dirty!