Theme 2 Data Science

1. Mathematical Foundations of Machine Learning

  • Class website of Dr.Rebecca Willett from University of Chicago.
  • This course is an introduction to key mathematical concepts at the heart of machine learning.
  • Class recordings and slides.

UBER Causal Models

DoWHY

Cran Resourses

Interpretable ML

Causal Analysis - New book