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xl-earner

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amitabh-7t / ms-experimentation-causal-inference

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A complete end-to-end AI experimentation & causal inference project using A/B testing, X-Learner, CATE estimation, and uplift segmentation on 1.5M+ synthetic SaaS behavioral records. Includes statistical analysis, causal ML workflow, uplift modeling, feature importance, and business-ready insights for AI feature rollout & monetization.

data-science machine-learning econometrics ab-testing causal-inference product-analytics uplift-modeling econml xl-earner
  • Updated Nov 24, 2025
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