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ML Knowledge
3 years ago
What insights have you gained from working with tools like TensorFlow or PyTorch?
Data Scientist

Agoda

Cure.Fit

Ripple

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3 years ago
Behavioral
3 years ago
Tell me about an instance when you took initiative.
Data ScientistData Science ManagerML Engineering ManagerData Engineering Manager

Agoda

Two Sigma Logo

Two Sigma

Citrix Systems Logo

Citrix Systems

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3 years ago
ML Knowledge
3 years ago
How do you handle imbalanced dataset?
Data Scientist

Agoda

Ironclad Logo

Ironclad

Blend Logo

Blend

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3 years ago
Statistics
3 years ago
Explain the difference between the frequentist and Bayesian approach to probability. How would you decide which approach to use in a given situation?
Data Scientist

Agoda

Noom Logo

Noom

Bloomberg Logo

Bloomberg

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3 years ago
Behavioral
3 years ago
What would you do differently to improve Agoda?
Data Scientist

Agoda

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3 years ago
ML Knowledge
3 years ago
How does Rectified Linear Unit compare to other popular activation functions in terms of model performance?
Data Scientist

Agoda

Eventbrite Logo

Eventbrite

ASML Logo

ASML

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3 years ago
Statistics
3 years ago
When analyzing a ROC curve, what information do we gather from the X and Y axes, and how does it contribute to overall comprehension?
Data Scientist

Agoda

Ticketmaster Logo

Ticketmaster

Robinhood Logo

Robinhood

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3 years ago
Behavioral
3 years ago
Please describe an instance when you made an unpopular decision.
Data ScientistTechnical Program ManagerSoftware EngineerProduct Manager

Agoda

Pristyn Care Logo

Pristyn Care

Ofbusiness Logo

Ofbusiness

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3 years ago
ML Knowledge
3 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

Agoda

Glovo Logo

Glovo

Walmart Logo

Walmart

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3 years ago
ML Knowledge
3 years ago
What are ROC curves used for and what does the AUC tell us in model assessment?
Data Scientist

Agoda

Mailchimp Logo

Mailchimp

Microsoft Logo

Microsoft

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3 years ago

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