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ML CaseML System DesignProduct Case
a year ago
Please describe your proposed approach to creating a system that detects anomalies in a user's server data and sends alerts to get the user's attention.
Data Scientist
Amazon Web Services Logo

Amazon Web Services

Curve Logo

Curve

Red Hat Logo

Red Hat

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a year ago
Analytics Case
a year ago
E, F, G, H, and I are all characters linked together. E is linked to F, E is linked to G, G is linked to H, G is linked to I. Can these characters be separated into two sets so that the graph will be a bipartite?
Data Scientist
Amazon Web Services Logo

Amazon Web Services

Pinterest Logo

Pinterest

UberEats Logo

UberEats

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a year ago
Coding
a year ago
Could you draft a Python code that sets up a hash table?
Data Scientist
Amazon Web Services Logo

Amazon Web Services

Yahoo Logo

Yahoo

Slack Logo

Slack

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a year ago
ML Knowledge
a year ago
What do you see as the positive and negative aspects of employing SVMs?
Data Scientist
Amazon Web Services Logo

Amazon Web Services

Venmo Logo

Venmo

Instacart Logo

Instacart

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a year ago
SQL
a year ago
Write an SQL query to determine the average order value for customers based in the United States who have made 3 or more orders in the last month, using data from the "orders" and "customers" tables.
Data Scientist
Amazon Web Services Logo

Amazon Web Services

McAfee Logo

McAfee

Quora Logo

Quora

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a year ago
Statistics
a year ago
Can you talk about the approaches you have taken to find outliers in datasets?
Data Scientist
Amazon Web Services Logo

Amazon Web Services

Kraken Logo

Kraken

Amadeus Logo

Amadeus

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a year ago
Coding
a year ago
Can you illustrate how to write a function that will handle alterations on a pandas dataframe?
Data Scientist
Amazon Web Services Logo

Amazon Web Services

Qualcomm Logo

Qualcomm

Mastercard Logo

Mastercard

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a year ago
SQL
2 years ago
What are some of the key distinctions between a right join and an inner join?
Data Scientist
Amazon Web Services Logo

Amazon Web Services

Ola Logo

Ola

NetApp Logo

NetApp

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2 years ago
ML Knowledge
2 years ago
How does k-means clustering work, and can it guarantee finding the global optimum? Create an implementation for k-means with an N*D input matrix.
Data Scientist
Amazon Web Services Logo

Amazon Web Services

Audible Logo

Audible

Criteo Logo

Criteo

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2 years ago
Analytics Case
2 years ago
Can you give me an example of a successful prediction you've made for a user's lifetime value?
Data Scientist
Amazon Web Services Logo

Amazon Web Services

Amgen Logo

Amgen

Snap Logo

Snap

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2 years ago

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

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