Debug Binary Logistic Regression Training Code
Company: LinkedIn
Role: Machine Learning Engineer
Category: Machine Learning
Difficulty: medium
Interview Round: Technical Screen
Overview: Debug binary logistic-regression training by restoring complete cross-entropy, deriving the gradient as predictions minus labels, separating logits from probabilities, and adding stable numerics and finite-difference tests.