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ML Knowledge
2 years ago
Could you elaborate on the differences between L1 and L2 regularization techniques in regression analysis, and when it's recommended to utilize one over the other?
Data Scientist

Rivian

Grammarly

Transferwise

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2 years ago
ML Knowledge
2 years ago
How would you describe DMatrix as it is used in XGBoost, and in what ways does it differ from analogous structures in gradient boosting models?
Data ScientistMachine Learning Engineer

Rivian

Viber

Deloitte

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2 years ago
Behavioral
2 years ago
How would you like to be positioned in your next role at Rivian?
Data Scientist

Rivian

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2 years ago
Coding
2 years ago
Can you demonstrate a binary search technique to find the highest element in an integer list?
Data ScientistMachine Learning Engineer

Rivian

Rubrik Logo

Rubrik

Disney Logo

Disney

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2 years ago
Statistics
2 years ago
What is the chance of committing a type 1 error? Suppose we change the sampling distribution by disregarding all measurements below the mean. How does this affect the likelihood of a type 1 error?
Data Scientist

Rivian

Zalando Logo

Zalando

Netflix Logo

Netflix

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2 years ago
SQL
2 years ago
What criteria would you use to determine whether monthly retention is improving?
Data Scientist

Rivian

Deliveroo Logo

Deliveroo

Mixpanel Logo

Mixpanel

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2 years ago
SQL
2 years ago
Explain how you would increase the efficiency of a tardy SQL query.
Data Scientist

Rivian

Twitch Logo

Twitch

Grafana Labs Logo

Grafana Labs

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2 years ago
ML Knowledge
2 years ago
Explain the BERT architecture and its advantage over a BiLSTM.
Data Scientist

Rivian

DataRobot Logo

DataRobot

LiveRamp Logo

LiveRamp

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2 years ago
Product Case
2 years ago
How do you go about forecasting sales for a brand. Can you share your approach?
Data Scientist

Rivian

Noom Logo

Noom

StubHub Logo

StubHub

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2 years ago
Behavioral
2 years ago
If you were forced to make a quick decision, tell me about it.
Data ScientistFrontend EngineerProgram ManagerFull Stack Software Engineer

Rivian

MasterClass Logo

MasterClass

Marketo Logo

Marketo

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2 years ago

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

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