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ML Knowledge
4 years ago
How does the size of the input data affect the time complexity of training an SVM? How is the time complexity for SVM inference calculated? Can you explain the effect of different kernels on the time complexity of SVMs?
Data Scientist

Amgen

Nokia

Adobe

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4 years ago
Behavioral
4 years ago
How do you make yourself stand out?
Data ScientistML Engineering ManagerData Science ManagerData Engineering Manager

Amgen

OfferUp Logo

OfferUp

eToro Logo

eToro

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4 years ago
Coding
4 years ago
Implement the two sum problem in O(n) time complexity using a hash table.
Data Scientist

Amgen

Spotify Logo

Spotify

Teradata Logo

Teradata

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4 years ago
Behavioral
4 years ago
How did you come up with the most innovative idea you've ever come up with? How did you implement it?
Data ScientistData Engineering ManagerEngineering ManagerUX Designer

Amgen

NetApp Logo

NetApp

Bill.com Logo

Bill.com

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4 years ago
Coding
4 years ago
Can you find the least length subarray that sums to a target value or more, utilizing a greedy tactic?
Data ScientistMachine Learning Engineer

Amgen

AT&T Logo

AT&T

SAP Concur Logo

SAP Concur

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4 years ago
Behavioral
4 years ago
A person shows up late to a scheduled weekly meeting every week. How would you handle this?
Data ScientistProduct ManagerBackend EngineerTechnical Program Manager

Amgen

MPL Logo

MPL

Commvault Logo

Commvault

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4 years ago
StatisticsCoding
4 years ago
How can you ensure that the shuffle() function you create will have equally probable permutations?
Data Scientist

Amgen

Udacity Logo

Udacity

Klarna Logo

Klarna

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4 years ago
ML Knowledge
4 years ago
Why do we implement regularization techniques in machine learning?
Data Scientist

Amgen

Mailchimp Logo

Mailchimp

Yandex Logo

Yandex

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4 years ago
ML Knowledge
4 years ago
How do information theory principles aid in evaluating different language models? Could you give a practical example of such an evaluation?
Data Scientist

Amgen

Glovo Logo

Glovo

Walmart Logo

Walmart

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4 years ago
Behavioral
4 years ago
Tell me about a time when you had to finish a project with someone you didn't get along with.
Data ScientistData Engineering ManagerEngineering ManagerUX Designer

Amgen

Amazon Logo

Amazon

Figma Logo

Figma

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4 years ago

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

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