How do I approach Machine Learning interview questions?

Machine Learning questions require understanding of core concepts and practice. PracHub provides solutions with explanations to help you master machine learning interviews.

What difficulty level is this interview question?

This is a medium difficulty Machine Learning question, commonly asked during Onsite rounds at Imc.

What role is this question designed for?

This question is commonly asked for Data Scientist candidates at Imc during technical interviews.

Run EDA and train models while preventing overfitting

Last updated: Mar 29, 2026

Quick Overview

This question evaluates proficiency in exploratory data analysis, feature preprocessing, baseline linear regression and small neural network training, as well as detecting and mitigating overfitting and selecting appropriate train/validation/test protocols and evaluation metrics for tabular regression.

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Run EDA and train models while preventing overfitting

Imc

Jan 14, 2026, 12:00 AM

mediumData ScientistOnsiteMachine Learning

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