Welcome to the GitHub repository for a four-day introductory workshop on
Targeted Machine Learning for Big Data, with the tlverse software ecosystem.
These teaching materials are adapted from a draft of the forthcoming
book Targeted Learning in R: Causal Data Science with the tlverse Software
Ecosystem, by Mark van der Laan, Jeremy
Coyle, Nima Hejazi, Ivana Malenica, Rachael Phillips, and Alan Hubbard. The
unabridged book is freely available; its
source materials may be found in the corresponding public GitHub
repository.
The workshop materials are automatically built and deployed using Binder, which supports using R and RStudio, with libraries pinned to a specific snapshot on MRAN. An RStudio session, pre-loaded with all the materials, is available via the "launch binder" button at the top of this page.