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Behavioral
2 years ago
What did you learn from a recent failure? How has this failure made you a better Data Scientist?
Data Scientist

SAP

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2 years ago
ML Knowledge
2 years ago
How do you make sure that your anomaly detection system can handle data sets with a wide variety of variables and dimensions?
Data Scientist

SAP

Teradata Logo

Teradata

ASML Logo

ASML

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2 years ago
SQL
2 years ago
Can you provide a comprehensive data dictionary for a database that stores song information, including all the required tables and their fields?
Data Scientist

SAP

Discord Logo

Discord

DigitalOcean Logo

DigitalOcean

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2 years ago
Statistics
2 years ago
Given a list of numbers representing predicted probabilities and corresponding true labels, how would you plot an ROC curve?
Data Scientist

SAP

IBM Logo

IBM

OfferUp Logo

OfferUp

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2 years ago
ML KnowledgeML Case
2 years ago
How do you measure performance of computer vision models?
Data Scientist

SAP

Medallia Logo

Medallia

Google Logo

Google

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2 years ago
Behavioral
2 years ago
What are the steps to earning trust in a team?
Data ScientistData Engineering ManagerEngineering ManagerUX Designer

SAP

Western Digital Logo

Western Digital

FleetSmith Logo

FleetSmith

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2 years ago
ML Knowledge
2 years ago
What is the significance of regularization in the training of machine learning models?
Data Scientist

SAP

Mailchimp Logo

Mailchimp

Yandex Logo

Yandex

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2 years ago
Behavioral
2 years ago
How are you convinced that SAP is the right fit for you?
Data Scientist

SAP

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2 years ago
ML Knowledge
2 years ago
What are batch normalization and dropout, and why are they important in neural networks?
Data Scientist

SAP

LendingClub Logo

LendingClub

Atlassian Logo

Atlassian

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2 years ago
Analytics Case
2 years ago
How would you forecast a user's lifetime value (LTV)?
Data Scientist

SAP

Mozilla Logo

Mozilla

Twilio Logo

Twilio

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2 years ago

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

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