Question Bank

Interview Practice Questions

1,600+ practice questions organized by topic, company tag, and difficulty.

1635
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companies

Showing 20 of 1635 questions

MediumHR Screening

Does the described position align with your interests and plans?

#ml#data_science#engineering
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MediumHR Screening

Interest in interview process and sharing personal experience

#ml#data_science#engineering
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MediumHR Screening

Sharing current career status and situation

#ml#data_science#engineering
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HardHR ScreeningWaibee

Why is candidate feedback needed?

#feedback#communication
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MediumHR ScreeningWaibee

What timeline is expected for message responses?

#feedback#communication
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MediumHR ScreeningDubai Tech

Are you planning to relocate alone or with family?

#ml#interview
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MediumHR ScreeningDubai Tech

Does your spouse have work in your current location?

#ml#interview
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MediumHR Screening

Наверное, последний вопрос. Как будет происходить анбординг?

general
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MediumHR Screening

И еще раз скажи, какой у вас стег был у вас в ходу, да, там?

general
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MediumHR ScreeningCorsearch

What data source, dataset size, and metrics were used?

#ml#computer_vision
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HardMath & StatisticsHeadlands Technologies

How would you compute (XᵀX)⁻¹XᵀY with limited RAM? Minimize the number of disk-to-RAM transfers.

math-statistics
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MediumMath & Statistics

What anomaly detection methods do you know? How would you identify anomalies in ship delay data?

math-statistics
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EasyMath & StatisticsTeza Technologies

How does an empirical cumulative distribution function (CDF) differ from a density histogram (PDF)?

math-statistics
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HardMath & StatisticsTeza Technologies

A and B are arrays sampled from a uniform distribution on [0, 1023]. For each b, an a is selected to maximize their XOR. What is the distribution of the result? What changes for [0, 999]?

math-statistics
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MediumMath & StatisticsАвито

Why is the analytical OLS solution (X^T X)^{-1} X^T y generally not used in practice for linear regression?

math-statistics
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MediumMath & StatisticsАвито

When the data contains outliers, is it better to optimize MAE or MSE? Why is MSE commonly used?

math-statistics
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MediumMath & StatisticsСамокат

How would you determine the required duration of an A/B test?

math-statistics
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MediumMath & StatisticsHFT Company

How would you estimate market impact from order execution data?

math-statistics
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MediumMath & StatisticsHFT Company

How would you run an A/B test of two execution algorithms in live trading?

math-statistics
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MediumMath & StatisticsConstructor

Describe your experience with A/B testing.

math-statistics
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