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SQL
2 years ago
What tactics would you use to fine-tune a languid SQL query?
Data Scientist

Amazon Web Services

Nubank

Oracle

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2 years ago
ML Knowledge
2 years ago
Could you explain the unique roles of a confusion matrix and an ROC curve in a model's performance evaluation?
Data ScientistMachine Learning Engineer

Amazon Web Services

SurveyMonkey Logo

SurveyMonkey

NerdWallet Logo

NerdWallet

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2 years ago
Statistics
2 years ago
Given that X and Y are independent random variables with uniform distributions and mean 0 and standard deviation 1, what is the probability of 2X being greater than Y?
Data Scientist

Amazon Web Services

Transferwise Logo

Transferwise

Credit Karma Logo

Credit Karma

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2 years ago
ML Knowledge
2 years ago
What is the meaning of bias-variance tradeoff in machine learning? Could you provide a real-life scenario where you have observed this tradeoff in a model's efficacy?
Data Scientist

Amazon Web Services

BetterUp Logo

BetterUp

Sony Logo

Sony

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2 years ago
ML Knowledge
2 years ago
Differentiate between RNN and LSTM.
Data ScientistMachine Learning Engineer

Amazon Web Services

Tokopedia Logo

Tokopedia

StubHub Logo

StubHub

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2 years ago
Coding
2 years ago
Given an array of integers, you are tasked with finding the subarray of length k that has the maximum sum. How would you go about solving this problem?
Data Scientist

Amazon Web Services

Redfin Logo

Redfin

Shutterstock Logo

Shutterstock

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2 years ago
Coding
2 years ago
How would you construct a solution to find the longest palindrome within a provided string?
Data ScientistMachine Learning Engineer

Amazon Web Services

Dropbox Logo

Dropbox

SeatGeek Logo

SeatGeek

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2 years ago
Coding
2 years ago
How can you simulate a fair die roll in code, and what method would you use to confirm its fairness?
Data ScientistMachine Learning Engineer

Amazon Web Services

Tableau Logo

Tableau

Nubank

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2 years ago
ML Knowledge
2 years ago
Could you explain XGBoosting and how it offers advantages over other machine learning techniques?
Data Scientist

Amazon Web Services

Instagram Logo

Instagram

Mastercard Logo

Mastercard

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2 years ago
ML Knowledge
2 years ago
What’s your interpretation of a Neural Network and its working principle?
Data ScientistMachine Learning Engineer

Amazon Web Services

Sendbird Logo

Sendbird

Snap Logo

Snap

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2 years ago

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*All interview questions are submitted by recent Amazon Web Services Data Scientist candidates, labelled and categorized by Prepfully, and then published after being verified by Data Scientists at Amazon Web Services.

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