Courses


IFT 6168, Winter 2022

Causal Inference and ML


IFT 6168, Winter 2023

Causal Inference and ML


IFT 6168, Winter 2025

Causal Inference and ML

This course combines lectures and seminar-style discussions to cover the foundations of causality and topics like causal representation learning, causal structure discovery, causal abstraction (and its use in understanding large models).


IFT 6168, Winter 2024

Causal Inference and ML

This course combines lectures and seminar-style discussions to cover the foundations of causality and topics like causal representation learning, causal structure discovery, causal abstraction (and its use in understanding large models).


IFT 6390B

Fundamentals of Machine Learning