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System Design
2 years ago
What strategies would you employ to handle different types of anomalies (point, contextual, collective) in your detection system?
Machine Learning Engineer
Nokia Logo

Nokia

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2 years ago
ML Knowledge
2 years ago
Can you explain the consequences of overfitting and underfitting in real-world situations? Could you provide some examples that demonstrate when either of these might happen?
Machine Learning Engineer
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Nokia

Convoy Logo

Convoy

Squarespace Logo

Squarespace

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2 years ago
Coding
2 years ago
How would you approach generating i.i.d. draws from distribution X, keeping in mind that we only have a random number generator available?
Machine Learning Engineer
Nokia Logo

Nokia

IBM Logo

IBM

Intel Logo

Intel

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2 years ago
Coding
2 years ago
Write code to simulate the roll of a fair six-sided die using a uniform distribution (continuous) random number generator? How would you validate that the rolls are indeed fair?
Machine Learning EngineerData Scientist
Nokia Logo

Nokia

Tableau Logo

Tableau

Nubank Logo

Nubank

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2 years ago
ML Knowledge
2 years ago
How familiar are you with XGBoosting and its capabilities?
Machine Learning Engineer
Nokia Logo

Nokia

DocuSign Logo

DocuSign

Boeing Logo

Boeing

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2 years ago
ML Knowledge
2 years ago
How does the BERT model differ from the BiLSTM, and why is it considered superior?
Machine Learning Engineer
Nokia Logo

Nokia

NetApp Logo

NetApp

Pluralsight Logo

Pluralsight

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2 years ago
Coding
2 years ago
In Python, how do you script out the implementation of a hash table?
Machine Learning Engineer
Nokia Logo

Nokia

Lattice Logo

Lattice

Plaid Logo

Plaid

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2 years ago
ML Knowledge
2 years ago
What are the distinguishing characteristics of K-means and Expectation-Maximization (EM) algorithm?
Machine Learning Engineer
Nokia Logo

Nokia

Robinhood Logo

Robinhood

Pendo Logo

Pendo

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2 years ago
Coding
2 years ago
If you had to store a lot of data and needed to keep track of recently used items, what data structure would you use?
Machine Learning Engineer
Nokia Logo

Nokia

Snowflake Logo

Snowflake

Dropbox Logo

Dropbox

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2 years ago
ML Knowledge
2 years ago
Could you explain the concept of an attention model?
Machine Learning Engineer
Nokia Logo

Nokia

Taboola Logo

Taboola

Grammarly Logo

Grammarly

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2 years ago

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

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