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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.
Machine Learning Engineer

Glovo

Optimizely

Intuit

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2 years ago
ML Knowledge
2 years ago
Can you differentiate between bias and variance in machine learning?
Machine Learning Engineer

Glovo

BetterUp

Square

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2 years ago
ML Knowledge
2 years ago
Can you explain how you address the issue of imbalanced datasets, where one class is heavily overrepresented in binary classification?
Machine Learning Engineer

Glovo

Pluralsight Logo

Pluralsight

Evernote Logo

Evernote

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2 years ago
System Design
2 years ago
Build a solution for processing live weather data in real-time.
Machine Learning Engineer

Glovo

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2 years ago
System Design
2 years ago
Build a consensus algorithm for ensuring consistency in distributed databases.
Machine Learning Engineer

Glovo

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2 years ago
System Design
2 years ago
Create a scalable system for managing events in a distributed event sourcing architecture.
Machine Learning Engineer

Glovo

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2 years ago
Coding
2 years ago
Tell me which words out of the following are blanagrams - listen and silent?
Machine Learning Engineer

Glovo

Tinder Logo

Tinder

Snowflake Logo

Snowflake

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2 years ago
System Design
2 years ago
Create a workflow management system for distributed architectures.
Machine Learning Engineer

Glovo

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2 years ago
ML Knowledge
2 years ago
In time series analysis, what other models could be used in place of ARIMA?
Machine Learning Engineer

Glovo

Stripe Logo

Stripe

ClassPass Logo

ClassPass

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2 years ago
ML Knowledge
2 years ago
Handling a high-dimensional dataset in a machine learning task can be challenging. What would be your approach?
Machine Learning Engineer

Glovo

Marqeta Logo

Marqeta

Airtable Logo

Airtable

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2 years ago

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

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