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Learning area

Experimentation & Causal Inference

Learn to frame causal questions, design credible experiments, analyze uncertainty, and state defensible limits.

Prerequisites

Start after statistics and probability fundamentals.

What this path covers

  1. Causal foundations
  2. Experiment design
  3. Experiment analysis
  4. Quasi-experiments and sensitivity analysis

Lessons are published in source-reviewed batches with deterministic, local exercises. No hosted account is required.

Start with prediction, description, and causation