/kp_problem

KP Interview Problem

Primary LanguageJupyter Notebook

Kaiser Permanente Interview Assignment

Exercise 1: SQL

Please refer to this notebook for a step-by-step solution.

Exercise 2: Treatment Recommendation

Strategies

Approach #1: Causal Inference

To get better insight on the data and impact of treatment on reward in each matched-group.

Please refer to this notebook.

Pipeline #2: Supervised Approach

Please refer to this notebook

Exercise 3: Visualization Tools

Please refer to this notebook for data visualization tools. Visualizations related to model results are in Exercise 2.

Miscellaneous

  • Some thoughts on the next steps: link