Interview Questions

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You're a PM at Uber. There's a growing issue of drivers encouraging riders to pay cash instead of using the Uber mobile app. How would you address this issue?
3 years ago2 answers
Explain your product's technical stacks and the associated trade-offs.
3 years ago1 answer
How do you choose a loss function for a machine learning problem?
3 years ago
Design a machine learning system that makes stock predictions from Reddit comments.
3 years ago1 answer
What metrics do you monitor after deploying a machine learning model?
3 years ago
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How do you handle the trade-off between detection accuracy and computational efficiency in a rotated object detection task?
3 years ago
Tell me about your experience with natural language processing.
3 years ago
Describe the distribution between the 5th and 6th points in an interval from 0 to 1 containing ten uniformly distributed points.
3 years ago1 answer
Explain a typical computer vision pipeline.
3 years ago1 answer
Tell me about a machine learning project you worked on.
+13 years ago
Design an ATM for London's Heathrow Airport.
3 years ago3 answers
Design a direct competitor to your favorite product.
3 years ago1 answer
You're a PM at Booking.com. A sales manager reports that the app is returning a 404 error. How would you investigate the issue?
3 years ago1 answer
You're a PM at a big tech company. You have a product launch in one week, however, the legal team just flagged 100+ potential issues. What would you do?
3 years ago1 answer
Explain how you choose a model or algorithm to solve a problem.
3 years ago
Explain TF-IDF.
3 years ago1 answer
Check the correct placement of parentheses in a string.
3 years ago
What trends and challenges are in your ML specialty?
3 years ago
How would you explain computer vision to your grandmother?
3 years ago2 answers
Sort a list of natural numbers and their squares in the most efficient way possible.
3 years ago4 answers

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Interview Questions

You're a PM at Uber. There's a growing issue of drivers encouraging riders to pay cash instead of using the Uber mobile app. How would you address this issue?

Explain your product's technical stacks and the associated trade-offs.

How do you choose a loss function for a machine learning problem?

Design a machine learning system that makes stock predictions from Reddit comments.

What metrics do you monitor after deploying a machine learning model?

How do you handle the trade-off between detection accuracy and computational efficiency in a rotated object detection task?

Tell me about your experience with natural language processing.

Describe the distribution between the 5th and 6th points in an interval from 0 to 1 containing ten uniformly distributed points.

Explain a typical computer vision pipeline.

Tell me about a machine learning project you worked on.

Design an ATM for London's Heathrow Airport.

Design a direct competitor to your favorite product.

You're a PM at Booking.com. A sales manager reports that the app is returning a 404 error. How would you investigate the issue?

You're a PM at a big tech company. You have a product launch in one week, however, the legal team just flagged 100+ potential issues. What would you do?

Explain how you choose a model or algorithm to solve a problem.

Explain TF-IDF.

Check the correct placement of parentheses in a string.

What trends and challenges are in your ML specialty?

How would you explain computer vision to your grandmother?

Sort a list of natural numbers and their squares in the most efficient way possible.

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