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ML Knowledge
3 years ago
Could you walk me through the steps of calculating precision and recall in a machine learning model?
Data Scientist

Asana

Verizon

Cisco

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3 years ago
ML Knowledge
3 years ago
How do you handle imbalanced dataset?
Data Scientist

Asana

Ironclad

Blend

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3 years ago
Statistics
3 years ago
How would you approach plotting an ROC curve based on a list of predicted probabilities and corresponding true labels?
Data Scientist

Asana

IBM Logo

IBM

OfferUp Logo

OfferUp

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3 years ago
ML Knowledge
4 years ago
Have you faced any challenges in detecting anomalies and how did you overcome them?
Data Scientist

Asana

Teradata Logo

Teradata

ASML Logo

ASML

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4 years ago
ML Knowledge
4 years ago
Bagging versus boosting- what are the differences, and how do they influence bias and variance in machine learning algorithms?
Data Scientist

Asana

Peloton Logo

Peloton

Niantic Logo

Niantic

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4 years ago
Statistics
4 years ago
What is the chance that each person in an elevator will get off on separate floors, given that the building is four stories high?
Data Scientist

Asana

Snap Logo

Snap

Rivian Logo

Rivian

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4 years ago
Behavioral
4 years ago
Which 3 personality traits do you think make you a success? In what ways do they align with Asana?
Data Scientist

Asana

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4 years ago
Behavioral
4 years ago
If you receive an offer from Asana, how long do you think you'll stay?
Data Scientist

Asana

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4 years ago
Behavioral
4 years ago
Can you tell me about a time when you disagreed with a team member's approach?
Data ScientistUX ResearcherEngineering ManagerUX Designer

Asana

MakeMyTrip Logo

MakeMyTrip

NerdWallet Logo

NerdWallet

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4 years ago
Statistics
4 years ago
Can you clarify the meaning of p-value and how it is calculated?
Data Scientist

Asana

ASML Logo

ASML

ZocDoc Logo

ZocDoc

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4 years ago

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Asana

Data Scientist

Prepare for Statistics interview at Asana

Statistics
Asana logo

Asana

Data Scientist

Prepare for Metrics and Experimentation interview at Asana

Metrics and Experimentation
Asana logo

Asana

Data Scientist

Prepare for ML / Modeling interview at Asana

ML / Modeling
Asana logo

Asana

Data Scientist

Prepare for Problem Solving interview at Asana

Problem Solving
Asana logo

Asana

Data Scientist

Prepare for SQL interview at Asana

SQL
Asana logo

Asana

Data Scientist

Prepare for Resume Review interview at Asana

Resume Review
Asana logo

Asana

Data Scientist

Prepare for Behavioral interview at Asana

Behavioral

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

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