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ML Knowledge

4 years ago

Tackling a high-dimensional dataset can be challenging in machine learning. How would you approach the problem?

Machine Learning Engineer

Airtable

Marqeta

Productboard

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4 years ago

System Design

4 years ago

Develop a tracing system for distributed microservices.

Machine Learning Engineer

Airtable

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4 years ago

ML Knowledge

4 years ago

Could you describe the workflow of a 1D CNN?

Machine Learning Engineer

Airtable

SeatGeek

Benchling

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4 years ago

ML Knowledge

4 years ago

How would you describe DMatrix as it is used in XGBoost, and in what ways does it differ from analogous structures in gradient boosting models?

Machine Learning EngineerData Scientist

Airtable

Viber

Deloitte

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4 years ago

Coding

4 years ago

How would you generate i.i.d. draws from a specific distribution X, given we only have access to a random number generator?

Machine Learning Engineer

Airtable

Zoox

Infineon

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4 years ago

ML System Design

4 years ago

What considerations would you take into account when coming up with an architecture for Bing's image search functionality?

Machine Learning Engineer

Airtable

Motorola Solutions

Pendo

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4 years ago

Coding

4 years ago

How can you develop an object class in Python specifically for iterating over sequence types?

Machine Learning Engineer

Airtable

Sony

ClassPass

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4 years ago

ML Knowledge

4 years ago

How would you handle an anomaly found in a data set and ensure its accuracy?

Machine Learning Engineer

Airtable

Microsoft

Qualcomm

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4 years ago

ML Knowledge

4 years ago

Why is DBSCAN considered a density-based clustering algorithm?

Machine Learning Engineer

Airtable

Groupon

Babylon Health

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4 years ago

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