Explain How L1 and L2 Regularization Change Linear-Model Coefficients
Company: Point72
Role: Data Scientist
Category: Machine Learning
Difficulty: medium
Interview Round: Onsite
Overview: Review a machine learning interview question comparing ordinary least squares with L1 and L2 regularization. The prompt focuses on coefficient behavior, model complexity, interpretation, and how to reason about changes across penalized linear models.
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