/LAK_2017_Workshop

Content for workshop at 2017 Learning Analytics and Knowledge (LAK) Conference in Vancouver

Primary LanguageJupyter Notebook

Quasi-Experimental Design for Causal Inference Using Python and Apache Spark

Learning Analytics and Knowledge Conference, 2017, Vancouver, Canada

Tutorial website

http://www.mheducation.com/lak2017.html

Agenda:

  • Introduction
  • Exploratory Data Analysis with Python and Pandas
  • Causal Inferencing
  • Machine Learning