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ML Knowledge
3 years ago
What makes the BERT model a commendable choice in machine learning, and how would you describe its architecture?
Machine Learning Engineer

GOJEK

Amazon Web Services

Asana

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3 years ago
Coding
3 years ago
If we only had a random number generator, what method would you use to generate i.i.d. draws from distribution X?
Machine Learning Engineer

GOJEK

Zoox Logo

Zoox

Infineon Logo

Infineon

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3 years ago
Statistics
4 years ago
What steps are involved in creating an ROC curve based on a list of predicted probabilities and true labels?
Machine Learning Engineer

GOJEK

Ally Logo

Ally

Marqeta Logo

Marqeta

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4 years ago
Coding
4 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

GOJEK

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4 years ago
Coding
4 years ago
How can two sorted lists be joined to maintain sorted order in the resulting array?
Machine Learning Engineer

GOJEK

Nuro Logo

Nuro

ClassPass Logo

ClassPass

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4 years ago
ML Knowledge
4 years ago
In ML, precision and recall are considered important metrics for model evaluation. Can you explain the concept of these two metrics and discuss some factors that can affect their reliability?
Machine Learning Engineer

GOJEK

LogMeIn Logo

LogMeIn

Skyscanner Logo

Skyscanner

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4 years ago
Coding
4 years ago
How do you plan to code a text wrapping algorithm that breaks lines by space within a character limit?
Machine Learning Engineer

GOJEK

Wayfair Logo

Wayfair

Meta Logo

Meta

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4 years ago
ML Knowledge
4 years ago
Can you identify several optimization algorithms you have come across in your experience? How do you approach optimization when faced with a dataset containing a million variables? How is the simplex method applied to find solutions to optimization problems?
Machine Learning Engineer

GOJEK

Uber Logo

Uber

Klarna Logo

Klarna

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4 years ago
Product CaseML Case
4 years ago
What's your concept for a recommendation algorithm based on user's listening activity, and which listening history features would you model?
Machine Learning Engineer

GOJEK

Square Logo

Square

StubHub Logo

StubHub

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4 years ago
ML Knowledge
4 years ago
What range of loss functions have you encountered or applied?
Machine Learning Engineer

GOJEK

Databricks Logo

Databricks

Chewy Logo

Chewy

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4 years ago

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

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