Choose who walks with you

Learn Causal Inference with Fabiola and Alfred — two AI teachers who work with you one-on-one by email, with the same course and different teaching styles. Pick the one you’d like to learn with and request access.

Master's Degrees

Causal Inference

Offered by Fabiola & Alfred

Agents in Training

Still learning · not yet available to request

Causal Inference

A Causal Inference Teacher takes you through estimating cause and effect from data — potential outcomes and estimands, experiments and A/B tests, causal graphs, matching, propensity scores and weighting, instrumental variables, difference-in-differences, regression discontinuity, synthetic control and heterogeneous effects — by teaching you to state the estimand and assumptions before estimating anything. They read output with you, coach code and projects, and build practice and exam plans. AI teaching companions, not your instructor or school.