Explain dataset size, generalization, and U-Net skips
Company: Apple
Role: Machine Learning Engineer
Category: Machine Learning
Difficulty: medium
Interview Round: Technical Screen
Overview: This question evaluates understanding of core machine learning and computer vision competencies — including dataset size trade-offs, generalization and overfitting/underfitting dynamics, end-to-end modeling strategy, loss function effects in single-image super-resolution, and the role of U-Net skip connections.
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