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Behavioral
2 years ago
What is your method for analyzing data, from data collection to communicating the results?
Data Scientist

Shopee

Redfin

Stitch Fix

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2 years ago
Data Visualization
2 years ago
Could you elaborate on what makes a data visualization meaningful and valuable?
Data Scientist

Shopee

Ola

Discord

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2 years ago
ML Knowledge
2 years ago
Would you elucidate the meaning of training and loss graphs pertaining to neural networks? How does the choice of loss function impact the shape of the loss graph, and what are some extensively used ones? How do the training and loss graphs differ, and what role do they play in optimizing and maximizing model performance?
Data Scientist

Shopee

Thumbtack Logo

Thumbtack

Glovo Logo

Glovo

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2 years ago
Statistics
2 years ago
How do you typically identify outliers in your data projects?
Data Scientist

Shopee

Benchling Logo

Benchling

Ripple Logo

Ripple

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2 years ago
ML Knowledge
2 years ago
Can you outline the benefits and limitations of SVMs?
Data Scientist

Shopee

BuzzFeed Logo

BuzzFeed

Ubisoft Logo

Ubisoft

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2 years ago
Statistics
2 years ago
What techniques would you utilize to analyze a data set generated from an A/B test, including determining the difference in campaign effectiveness and assessing statistical significance of the findings?
Data Scientist

Shopee

Blend Logo

Blend

Zalando Logo

Zalando

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2 years ago
Behavioral
2 years ago
What drew you to Shopee?
Data Scientist

Shopee

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2 years ago
ML Knowledge
2 years ago
If you are working on a clustering task where the labels are already known, how would you determine the effectiveness of the model?
Data Scientist

Shopee

Bolt Logo

Bolt

Coursera Logo

Coursera

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2 years ago
Statistics
2 years ago
What significance do the X and Y axes on a ROC curve have in the analysis process, and how do they impact the overall interpretation of results?
Data Scientist

Shopee

Ticketmaster Logo

Ticketmaster

Robinhood Logo

Robinhood

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2 years ago
ML Knowledge
2 years ago
Can you tell us about any issues that arose while using supervised machine learning techniques and how they were resolved?
Data Scientist

Shopee

LendingClub Logo

LendingClub

Atlassian Logo

Atlassian

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2 years ago

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Shopee

Data Scientist

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Statistics
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Shopee

Data Scientist

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Metrics and Experimentation
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Shopee

Data Scientist

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ML / Modeling
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Shopee

Data Scientist

Prepare for Problem Solving interview at Shopee

Problem Solving
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Shopee

Data Scientist

Prepare for SQL interview at Shopee

SQL
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Shopee

Data Scientist

Prepare for Resume Review interview at Shopee

Resume Review
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Shopee

Data Scientist

Prepare for Behavioral interview at Shopee

Behavioral

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

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