Explain normal distribution and standardize it

Quick Overview

This question evaluates understanding of the Gaussian (normal) distribution and the concept of standardization, assessing competencies in probability theory, statistical inference, and data preprocessing within the Machine Learning/Statistics domain.

Explain normal distribution and standardize it

Company: Wtw

Role: Data Scientist

Category: Machine Learning

Difficulty: easy

Interview Round: Technical Screen

Quick Answer: This question evaluates understanding of the Gaussian (normal) distribution and the concept of standardization, assessing competencies in probability theory, statistical inference, and data preprocessing within the Machine Learning/Statistics domain.

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Jan 22, 2026, 12:00 AM
easyData ScientistTechnical ScreenMachine Learning
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