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S Learner Model
Introduction to Uplift Modeling
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Building the S-Learner Model from scratch
How to Make Predictions?
Compute Uplift - ITE and ATE
Customer Segmentation
Assignment: QINI Curve
Modeling Multiple Treatments
Modeling Approach
Training the model
Course Review
Make predictions and interpret
T Learner Model
How T Learner works?
Building the T Learner model
Observations
X Learner Model
How the X Learner Works?
Build Stage 1 model: Treatment and control
Build Stage 2 model: Predict imputed uplift
Build Stage 3 model: Predict Propensity score
More Resources for advanced modeling