Interview Questions

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Find the minimum and maximum elements in an array using minimum comparisons.
2 years ago2 answers
Modify this PyTorch pseudo-code to perform negative sampling if the pos_ids are known: label #shape=[batch_s, pos_ids] hidden #shape=[batch_s, ch] logits #shape=[ch, C] out=np.dot(logits, hidden(X)) #shape=[batch_s, C] loss=cross_entropy(out, label)
3 years ago1 answer
Explain the process of a Google Search.
4 years ago
Design a new communication device for the elderly, capturing 80% of the market, excluding smartphones.
2 years ago
What are the key concepts and operations associated with trees?
5 years ago
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How would you increase retention for Coursera's self-service model for teams?
5 years ago
Tell me about your analytical skills.
3 months ago
Pick your favorite product and articulate its value proposition.
5 years ago
Design a betting/auction platform for auction houses.
a year ago1 answer
How many beds will be sold in the UK next year?
5 years ago
Why did Twilio acquire SendGrid?
4 years ago1 answer
Improve ESPN.
4 years ago
You’ve been asked to analyze the performance of a newly launched onboarding experience. What steps would you take?
a year ago
Diagnose a 35% drop in usage on Invision.
4 years ago1 answer
How would you further monetize Peloton?
5 years ago
Design an emergency response system for the 2020 Tokyo Olympics.
5 years ago1 answer
Given n employees and an expansion rate r, find the number of employees after t years.
2 years ago1 answer
You're the Product Manager at Beacon. What would you do to build an in-app chat feature?
7 years ago
Design a web app for office workers to book time off.
4 years ago1 answer
Pick a relevant problem space today and create a solution for it.
5 years ago

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Interview Questions

Find the minimum and maximum elements in an array using minimum comparisons.

Modify this PyTorch pseudo-code to perform negative sampling if the pos_ids are known: label #shape=[batch_s, pos_ids] hidden #shape=[batch_s, ch] logits #shape=[ch, C] out=np.dot(logits, hidden(X)) #shape=[batch_s, C] loss=cross_entropy(out, label)

Explain the process of a Google Search.

Design a new communication device for the elderly, capturing 80% of the market, excluding smartphones.

What are the key concepts and operations associated with trees?

How would you increase retention for Coursera's self-service model for teams?

Tell me about your analytical skills.

Pick your favorite product and articulate its value proposition.

Design a betting/auction platform for auction houses.

How many beds will be sold in the UK next year?

Why did Twilio acquire SendGrid?

Improve ESPN.

You’ve been asked to analyze the performance of a newly launched onboarding experience. What steps would you take?

Diagnose a 35% drop in usage on Invision.

How would you further monetize Peloton?

Design an emergency response system for the 2020 Tokyo Olympics.

Given n employees and an expansion rate r, find the number of employees after t years.

You're the Product Manager at Beacon. What would you do to build an in-app chat feature?

Design a web app for office workers to book time off.

Pick a relevant problem space today and create a solution for it.

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