Explain Core ML Fundamentals
Company: LinkedIn
Role: Machine Learning Engineer
Category: Machine Learning
Difficulty: medium
Interview Round: Technical Screen
Overview: Review ML fundamentals including logistic regression, cross-entropy loss, batch versus stochastic gradient descent, batch size tradeoffs, overfitting, L1/L2 regularization, and decision-tree leaf behavior.
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