Top 19
Prep plan
Updated weekly · Last refresh Oct 17

Bhatia Brothers Data Scientist Interview Questions

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

19questions
~3htotal time
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1
Machine LearningStart here. 6 questions · ~53 min
Product Recommendation System DesignMedium

Design a recommendation system for a product catalog using retrieval, ranking, and feature engineering.

Cross-ValidationFeature EngineeringSupervised LearningBhatia Brothers
Describe an ML Project You BuiltMedium

Describe a machine learning project, from problem framing and feature work to model training and evaluation.

Cross-ValidationFeature EngineeringSupervised LearningBhatia Brothers
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2
Product Sense3 questions · ~27 min
Data Driven Business RecommendationEasy

Explain how you used data analysis to make a business recommendation and drive a clear product decision.

User ResearchUser NeedsUse CasesBhatia Brothers
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3
SQL & Data Manipulation3 questions + 2 drills · ~47 min
4
More topics7 questions · ~62 min
Large Dataset Analysis PipelineEasy

Discuss a large-scale data analysis project with focus on the pipeline, tooling, and data quality approach.

ToolsData ModelingQualityBhatia Brothers
Reporting Metrics With Visualization ToolsEasy

Explain how you use visualization tools to report KPIs clearly and connect leading and lagging indicators for decision-making.

Data WranglingEngagement MetricsBhatia Brothers
A/B Testing for Product FeaturesMedium

Explain how to design and evaluate an A/B test for a product feature, including metrics, MDE, sample size, and guardrails.

Hypothesis TestingStatistical SignificanceA/B TestingBhatia Brothers
Choosing Classification Evaluation MetricsEasy

Explain which classification metrics to use and how metric choice depends on the business objective and error tradeoffs.

PrecisionAccuracyRecallBhatia Brothers
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The finish line: interview-readyComplete all 19 questions plus 2 hands-on drills to finish this plan.