Explain activations, losses, and Adam
Company: LinkedIn
Role: Machine Learning Engineer
Category: Machine Learning
Difficulty: medium
Interview Round: Onsite
Overview: This question evaluates understanding of neural network building blocks (layers and activation functions), comparative properties of activation/gating functions, principled selection of loss functions for different problem settings, and the internal mechanics and hyperparameters of the Adam optimizer.
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