Explain normalization, regularization, CTR, imbalance handling
Company: Microsoft
Role: Software Engineer
Category: Machine Learning
Difficulty: medium
Interview Round: Technical Screen
Quick Answer: This question evaluates mastery of normalization methods, regularization techniques, click-through-rate modeling, and class-imbalance strategies, with emphasis on model training and inference behavior, generalization, feature engineering, evaluation metrics, and production considerations.