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ML Knowledge
2 years ago
What makes the BERT structure exceptional, and why does it outperform the BiLSTM?
Machine Learning Engineer

Airbnb

NetApp

Pluralsight

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2 years ago
Coding
2 years ago

Two Sum

You're presented with an array of integers and a specific target value. Your task is to identify and return the indices of two numbers from the array that add up to the target. You can assume there's exactly one solution, and you can't use the same element twice. The indices can be returned in any order.

Input: nums = [14,8,22,6], target = 20

Output: [1,3]

Explanation: The integers at indices 1 and 3 (8 and 6) sum up to 20, so we return [1, 3].

Machine Learning Engineer

Airbnb

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2 years ago
ML Knowledge
2 years ago
In the field of machine learning, what do we mean by overfitting and underfitting? Why is it necessary to keep these phenomena in mind during model development?
Machine Learning Engineer

Airbnb

Stitch Fix Logo

Stitch Fix

NetEase Logo

NetEase

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2 years ago
Coding
2 years ago
How do you plan to write a dynamic program that identifies the longest upward subarray trend?
Machine Learning Engineer

Airbnb

Bumble Logo

Bumble

Andela Logo

Andela

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2 years ago
ML Knowledge
2 years ago
Explain your process for dealing with multicollinearity and your choice of VIF values.
Machine Learning Engineer

Airbnb

Comcast Logo

Comcast

ZocDoc Logo

ZocDoc

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2 years ago
System Design
2 years ago
Architect a real-time geolocation tracking system.
Machine Learning Engineer

Airbnb

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2 years ago
Coding
2 years ago
Please provide a function that can reverse a string.
Machine Learning EngineerData Scientist

Airbnb

Yext Logo

Yext

Snowflake Logo

Snowflake

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2 years ago
ML Knowledge
2 years ago
In your experience, what are the challenges associated with the training of deep neural networks with several layers?
Machine Learning Engineer

Airbnb

Square Logo

Square

Curve Logo

Curve

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2 years ago
ML Knowledge
2 years ago
When should we use decision trees, and what are the potential risks associated with them?
Machine Learning Engineer

Airbnb

Cruise Logo

Cruise

Chewy Logo

Chewy

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2 years ago
System Design
3 years ago
Create a platform for real-time processing of digital transactions in e-commerce.
Machine Learning Engineer

Airbnb

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3 years ago

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*All interview questions are submitted by recent Airbnb Machine Learning Engineer candidates, labelled and categorized by Prepfully, and then published after being verified by Machine Learning Engineers at Airbnb.

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