Explain Transformer Components and Tree-Ensemble Trade-offs
Company: Walmart Labs
Role: Data Scientist
Category: Machine Learning
Difficulty: medium
Interview Round: Technical Screen
Overview: A machine-learning fundamentals interview covering encoder and decoder responsibilities in transformer systems and the practical differences between random forests and gradient-boosted trees. It tests architecture knowledge, bias-variance reasoning, tuning, and model-selection trade-offs.