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

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This is a easy difficulty Machine Learning question, commonly asked during Technical Screen rounds at Microsoft.

What role is this question designed for?

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

Explain SHAP and build an ML project

Last updated: Mar 29, 2026

Quick Overview

This question evaluates understanding of model explainability using SHAP and the competency to design and operationalize an end-to-end machine learning project, covering interpretability, limitations, data collection and labeling, feature engineering, model selection and evaluation, deployment, and monitoring within the Machine Learning domain.

easy
Microsoft
Machine Learning
Data Scientist

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Explain SHAP and build an ML project

Microsoft

Feb 9, 2026, 11:59 AM

easyData ScientistTechnical ScreenMachine Learning

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