Top 25
Prep plan
Updated weekly · Last refresh Sep 22
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Great Learning Data Scientist Interview Questions

The questions to prepare for a Great Learning Data Scientist interview. Questions from real interview reports rank first. Updated daily.

25questions
~4htotal time
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1
A/B Testing & ExperimentationStart here. 4 questions · ~34 min
2
Product Sense3 questions · ~25 min
Define Metrics for New FeaturesMedium

Define a success metric for a new feature that captures real user value, not just raw usage.

MetricsFeature Prioritizationuser valueGGreat Learning
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3
Statistics & Probability7 questions · ~59 min
KS Test SignificanceMedium

Assesses knowledge of KS test usage scenarios.

Statistical SignificanceGGreat Learning
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4
Behavioral & Leadership6 questions · ~51 min
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5
More topics5 questions · ~42 min
SQL for Top CategoriesMedium
Practice

Aggregate sales by category and return the three highest-performing categories.

Joinssql queryGroup ByGGreat Learning
Bias-Variance TradeoffMedium

Evaluates your understanding of model error sources and how they affect generalization.

Machine LearningGGreat Learning
Project LibrariesEasy

Assesses familiarity with data science toolkits and libraries.

project experiencetechnical knowledgeGGreat Learning
Ensemble TechniquesMedium

Evaluates understanding of ensemble methods and when to use them.

model performanceEnsemble MethodsGGreat Learning
Diagnosing DAU DropMedium

Evaluates diagnostic workflow for user metrics drops.

Data AnalysisDiagnosisuser engagementGGreat Learning

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Hands-on SQL practiceWrite and run real queries in the editor. 2 drills · ~20 min
The finish line: interview-readyComplete all 25 questions plus 2 hands-on drills to finish this plan.