Interview Preparation: Causal Inference medium.com Post date August 14, 2023 No Comments on Interview Preparation: Causal Inference External Tags causal-inference, causality, data-science
Causal Inference: Quasi-Experiments medium.com Post date August 9, 2023 No Comments on Causal Inference: Quasi-Experiments External Tags a-b-testing, causal-inference, data-science, notes-from-industry, product-management
A beginner’s guide to understanding A/B test performance through Monte Carlo simulations medium.com Post date August 5, 2023 No Comments on A beginner’s guide to understanding A/B test performance through Monte Carlo simulations External Tags causal-inference, data-science, deep-dives, economics, python-programming
Double Machine Learning Simplified: Part 2 — Extensions & the CATE towardsdatascience.com Post date July 31, 2023 No Comments on Double Machine Learning Simplified: Part 2 — Extensions & the CATE External Tags causal-data-science, causal-inference, deep-dives, econometrics, machine-learning
Beyond Churn Prediction and Churn Uplift medium.com Post date July 25, 2023 No Comments on Beyond Churn Prediction and Churn Uplift External Tags causal-data-science, causal-inference, data-science, deep-dives, statistics
Evaluating Uplift Models medium.com Post date July 13, 2023 No Comments on Evaluating Uplift Models External Tags causal-data-science, causal-inference, data-science, editors-pick, statistics
Uplift Modeling — A Data Scientist’s Guide to Optimizing a Credit Card Renewal Campaign medium.com Post date July 13, 2023 No Comments on Uplift Modeling — A Data Scientist’s Guide to Optimizing a Credit Card Renewal Campaign External Tags campaign-optimization, causal-inference, data-science, marketing, uplift-modeling
Double Machine Learning Simplified: Part 1 — Basic Causal Inference Applications towardsdatascience.com Post date July 12, 2023 No Comments on Double Machine Learning Simplified: Part 1 — Basic Causal Inference Applications External Tags causal-inference, deep-dives, econometrics, machine-learning, statistical-learning
Synthetic Control: What If We Could Simulate Alternate Realities? medium.com Post date June 10, 2023 No Comments on Synthetic Control: What If We Could Simulate Alternate Realities? External Tags causal-inference, data-science, policy-evaluation, science-education, synthetic-control
A better way to analyze feature release impact medium.com Post date May 24, 2023 No Comments on A better way to analyze feature release impact External Tags analytics, causal-inference, data-science, product-management