Interview Questions

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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
What are the differences between RAM and ROM?
2 years ago1 answer
What’s one time-management skill you’ve picked up and put into practice at work?
1 answer
What are the key concepts and operations associated with trees?
5 years ago
Have you ever worked with an external subject matter expert? How did you approach it?
3 years ago
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Design a web app for office workers to book time off.
4 years ago1 answer
What product do you think has great design and why?
5 years ago1 answer
How would you justify building a robotic refrigerator for Google?
5 years ago1 answer
Design an airplane specifically for pets.
5 years ago
Design an app for a new Apple phone with sensors to detect smells.
5 years ago
What are some technology trends that Google is missing out on, and how should we act on them?
5 years ago
Design an app to facilitate people helping each other.
5 years ago
Build a table management system.
+1a year ago1 answer
How would you explain a sudden drop in revenue to leadership?
a year ago
What KPIs would you track to measure company health?
a year ago
Design a betting/auction platform for auction houses.
2 years ago1 answer
Create a Qualtrics data product for proactive insights.
5 years ago
How would you increase the conversion rate from loan approval to taking the loan?
5 years ago
There is a critical vulnerability on 2 servers, one inside the network and one in the DMZ. Which one would you address first?
10 months ago
What are different types of XSS and how would you prevent them?
10 months ago

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Interview Questions

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)

What are the differences between RAM and ROM?

What’s one time-management skill you’ve picked up and put into practice at work?

What are the key concepts and operations associated with trees?

Have you ever worked with an external subject matter expert? How did you approach it?

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

What product do you think has great design and why?

How would you justify building a robotic refrigerator for Google?

Design an airplane specifically for pets.

Design an app for a new Apple phone with sensors to detect smells.

What are some technology trends that Google is missing out on, and how should we act on them?

Design an app to facilitate people helping each other.

Build a table management system.

How would you explain a sudden drop in revenue to leadership?

What KPIs would you track to measure company health?

Design a betting/auction platform for auction houses.

Create a Qualtrics data product for proactive insights.

How would you increase the conversion rate from loan approval to taking the loan?

There is a critical vulnerability on 2 servers, one inside the network and one in the DMZ. Which one would you address first?

What are different types of XSS and how would you prevent them?

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