CATÓLICA-LISBON

Randomized Experiments

Causality in Observational Data Part 2

Causality in Observational Data Part 1

Causality, Correlation and Unobserved Effects

Machine Learning Exam

Ensemble Learning (Bagging, Boosting and Stacking)

Core Machine Learning Models

The Expected Value Framework

Model Evaluation, Fit, Overfit and Complexity Control

Introduction to Supervised Learning for Regression and for Classification