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ML Knowledge
2 years ago
As they apply to decision trees, how do you explain bias and variance? Also, which is harder to tackle: high bias or high variance, and what's the basis for that?
Machine Learning Engineer

Fujitsu

Electronic Arts

Cohesity

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2 years ago
ML Knowledge
2 years ago
What are the key differences between linear regression and logistic regression techniques?
Machine Learning Engineer

Fujitsu

Slack Logo

Slack

StubHub Logo

StubHub

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2 years ago
Coding
2 years ago
Can you explain to me how you would calculate the fewest steps a knight needs to move from position A to position B on an infinite chessboard?
Machine Learning Engineer

Fujitsu

Meetup Logo

Meetup

Discord Logo

Discord

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2 years ago
ML Knowledge
2 years ago
What machine learning models have you handled, and can you explain one in detail?
Machine Learning EngineerData Scientist

Fujitsu

BuzzFeed Logo

BuzzFeed

Andela Logo

Andela

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2 years ago
ML Knowledge
2 years ago
Could you articulate what an attention model encompasses?
Machine Learning Engineer

Fujitsu

Calm Logo

Calm

Infineon Logo

Infineon

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2 years ago
ML Knowledge
2 years ago
In what scenarios are SVMs advantageous, and when do they fall short?
Machine Learning Engineer

Fujitsu

Dell Logo

Dell

Faire Logo

Faire

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2 years ago
ML Knowledge
2 years ago
Within a neural network, are vanishing gradients more prone to occur near the beginning or the end of the network?
Machine Learning Engineer

Fujitsu

eToro Logo

eToro

Wattpad Logo

Wattpad

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2 years ago
ML Knowledge
2 years ago
What techniques might you use to evaluate a clustering model's performance if label information is present?
Machine Learning Engineer

Fujitsu

Livongo Logo

Livongo

Snowflake Logo

Snowflake

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2 years ago
ML Knowledge
2 years ago
Are there any specific algorithms or software that you would recommend for detecting anomalies effectively?
Machine Learning Engineer

Fujitsu

Microsoft Logo

Microsoft

Qualcomm Logo

Qualcomm

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2 years ago
Coding
2 years ago
Can you show a code snippet that inverts a binary tree in a programming language you are familiar with?
Machine Learning Engineer

Fujitsu

GoCardless Logo

GoCardless

Tinder Logo

Tinder

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2 years ago

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*All interview questions are submitted by recent Fujitsu Machine Learning Engineer candidates, labelled and categorized by Prepfully, and then published after being verified by Machine Learning Engineers at Fujitsu.

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