Build a leak-free sklearn pipeline
Company: Boston Consulting Group
Role: Data Scientist
Category: Machine Learning
Difficulty: medium
Interview Round: Online Assessment
Overview: This question evaluates a candidate's ability to construct a leak-free scikit-learn pipeline encompassing column-wise preprocessing, imbalanced binary classification handling, stratified cross-validation, hyperparameter tuning, and model persistence.