Machine Learning Interview Questions

Review this list of 123 Machine Learning interview questions and answers verified by hiring managers and candidates.

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How do you adjust the creativity of generative AI models?
a year ago
Predict Harmful Text Has video answer
Longest Increasing Subsequence
a year ago1 answer
How would you determine the right criteria for when to forget outdated data, update the model, and evaluate performance?
a year ago
Predict User App Deletion Has video answer
3 answers
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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
How would you design or implement memory in an AI agent?
a year ago
What is a neural network?
6 months ago
Find Statistical Evidence for Conversion Rate Has video answer
1 answer
Design an app where customer listening history is collected after they have listened to a song for more than 30 seconds for analytics use.
5 years ago1 answer
How do you keep users’ data safe and private when building AI systems?
a year ago
Explain bias-variance tradeoff.
2 years ago
Design a system that filters waste by detecting paper and putting it in the correct bin.
3 years ago1 answer
How can we tell when a model needs to be refreshed? Has video answer
What do you do when you have missing data, different feature scales, or a model that is overfitting or underfitting?
2 years ago
What are the advantages and limitations of linear regression? Has video answer
1 answer
Design a recommendation system for locations in a feed for a user who arrives in a new city and wants recommendations for places to visit.
9 months ago
You received user feedback that Yelp's restaurant recommendation is not personal enough. What would you do?
4 years ago1 answer
Recommend similar artists on Spotify. Has video answer
How would you decide between using an open-source model in-house versus a commercial API like OpenAI or Claude?
a year ago

Showing 61-80 of 123

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Machine Learning Interview Questions

How do you adjust the creativity of generative AI models?

Predict Harmful Text Has video answer

Longest Increasing Subsequence

How would you determine the right criteria for when to forget outdated data, update the model, and evaluate performance?

Predict User App Deletion Has video answer

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

How would you design or implement memory in an AI agent?

What is a neural network?

Find Statistical Evidence for Conversion Rate Has video answer

Design an app where customer listening history is collected after they have listened to a song for more than 30 seconds for analytics use.

How do you keep users’ data safe and private when building AI systems?

Explain bias-variance tradeoff.

Design a system that filters waste by detecting paper and putting it in the correct bin.

How can we tell when a model needs to be refreshed? Has video answer

What do you do when you have missing data, different feature scales, or a model that is overfitting or underfitting?

What are the advantages and limitations of linear regression? Has video answer

Design a recommendation system for locations in a feed for a user who arrives in a new city and wants recommendations for places to visit.

You received user feedback that Yelp's restaurant recommendation is not personal enough. What would you do?

Recommend similar artists on Spotify. Has video answer

How would you decide between using an open-source model in-house versus a commercial API like OpenAI or Claude?

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