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Behavioral
a year ago
Describe an aspect of your role you learned at your former job that you feel will be beneficial to your future role at SAP
Data Scientist

SAP

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a year ago
Statistics
a year ago
Would you mind giving me an instance in which the mean is a more suitable measure of central tendency compared to the median?
Data Scientist

SAP

Onfido

Slack

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a year ago
ML Knowledge
2 years ago
How is log loss used as a performance metric in machine learning?
Data ScientistMachine Learning Engineer

SAP

Datadog

DocuSign Logo

DocuSign

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2 years ago
Statistics
2 years ago
What is the statistical likelihood of flipping two heads in succession on a coin?
Data Scientist

SAP

Waymo Logo

Waymo

Peloton Logo

Peloton

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2 years ago
ML Knowledge
2 years ago
Could you compare the convergence process of SGD to gradient descent and highlight its strengths?
Data Scientist

SAP

Zillow Logo

Zillow

ByteDance Logo

ByteDance

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2 years ago
ML CaseML System DesignProduct Case
2 years ago
How would you approach building a demand forecasting model for a ride-sharing service? What factors would you consider and what data sources would you use? Can you walk me through the steps you would take to develop and validate such a model?
Data Scientist

SAP

Etsy Logo

Etsy

Twitch Logo

Twitch

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

SAP

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2 years ago
Statistics
2 years ago
In what way can you calculate the probability of a correct guess for a card drawn at random from a deck?
Data Scientist

SAP

Deliveroo Logo

Deliveroo

Riot Games Logo

Riot Games

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2 years ago
Coding
2 years ago
Can you code a Python class that implements the iterator protocol for sequences?
Data Scientist

SAP

DoorDash Logo

DoorDash

Rovio Logo

Rovio

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2 years ago
Statistics
2 years ago
Let's say you have a friend who has two children, and they tell you that at least one of them is a boy. What's the probability that the other one is a boy?
Data Scientist

SAP

ASML Logo

ASML

Coursera Logo

Coursera

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2 years ago

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SAP

Data Scientist

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Statistics
SAP logo

SAP

Data Scientist

Prepare for Metrics and Experimentation interview at SAP

Metrics and Experimentation
SAP logo

SAP

Data Scientist

Prepare for ML / Modeling interview at SAP

ML / Modeling
SAP logo

SAP

Data Scientist

Prepare for Problem Solving interview at SAP

Problem Solving
SAP logo

SAP

Data Scientist

Prepare for SQL interview at SAP

SQL
SAP logo

SAP

Data Scientist

Prepare for Resume Review interview at SAP

Resume Review
SAP logo

SAP

Data Scientist

Prepare for Behavioral interview at SAP

Behavioral

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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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