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ML Knowledge
a year ago
How do you use cross-validation to evaluate the performance of a machine learning model?
Data Scientist

Optimizely

Walmart

Ancestry

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a year ago
Behavioral
a year ago
Tell me about a performance rating that you disagreed with.
Data ScientistFull Stack Software EngineerData AnalystData Engineering Manager

Optimizely

Magic Leap

Proofpoint

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a year ago
SQL
a year ago
Given a list of (date, duration) tuples, what is your process for filtering by time period and then calculating summary statistics such as the average duration and rolling sum?
Data Scientist

Optimizely

Samsara Logo

Samsara

GitLab Logo

GitLab

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a year ago
Coding
2 years ago
What approach would you take to interleave two sorted arrays into a consolidated sorted array?
Data Scientist

Optimizely

Palo Alto Networks Logo

Palo Alto Networks

Square Logo

Square

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2 years ago
Statistics
2 years ago
Could you create a dataset of 1000 points following a normal distribution with specified mean and variance, analyze it with summary statistics, and illustrate the distribution with a density plot?
Data Scientist

Optimizely

WeWork Logo

WeWork

Bolt Logo

Bolt

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2 years ago
ML Knowledge
2 years ago
Can you explain how you tackle data skew in model performance evaluations and the metrics that are useful in such situations?
Data ScientistMachine Learning Engineer

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SeatGeek Logo

SeatGeek

Chime Logo

Chime

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2 years ago
Statistics
2 years ago
Can you demonstrate how to quantify occurrences in a Markov chain's n-step run?
Data Scientist

Optimizely

Meta Logo

Meta

Slack Logo

Slack

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2 years ago
Statistics
2 years ago
What is embedding?
Data Scientist

Optimizely

Teradata Logo

Teradata

Uber Logo

Uber

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2 years ago
ML CaseML Knowledge
2 years ago
What is your experience with NLP mechanisms, including recommender systems.
Data Scientist

Optimizely

Rakuten Logo

Rakuten

Cisco Logo

Cisco

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2 years ago
Behavioral
2 years ago
Tell me about a time when you failed badly and what you learned from it?
Data ScientistProduct ManagerBackend EngineerTechnical Program Manager

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JoyTunes Logo

JoyTunes

N26 Logo

N26

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2 years ago

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

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