Describe algorithm to find function maximum

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Quick Overview

This question evaluates understanding of gradient-based optimization and numerical methods for locating extrema, assessing competency in interpreting derivatives/gradients, step-size effects, and convergence behavior within the Machine Learning domain.

Describe algorithm to find function maximum

Company: Morgan Stanley

Role: Data Scientist

Category: Machine Learning

Difficulty: medium

Interview Round: Technical Screen

Overview: This question evaluates understanding of gradient-based optimization and numerical methods for locating extrema, assessing competency in interpreting derivatives/gradients, step-size effects, and convergence behavior within the Machine Learning domain.

Read the full Morgan Stanley Data Scientist interview experience this question came from

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Morgan Stanley
Dec 8, 2025
mediumData ScientistTechnical ScreenMachine Learning
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