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ML Knowledge
2 years ago
How would you describe an ROC curve and what does AUC indicate in this context?
Machine Learning Engineer

Redfin

Comcast

Panasonic

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2 years ago
Metrics and Experimentation
2 years ago
If you were tasked with building a metric to compare two user's Netflix recommended lists of movie/tv show preferences, how would you approach this challenge?
Machine Learning Engineer

Redfin

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Addepar

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Stripe

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2 years ago
ML CaseML Knowledge
2 years ago
How does the increasing number of layers in a model complicate its use?
Machine Learning Engineer

Redfin

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ThoughtWorks

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Groupon

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2 years ago
ML KnowledgeStatistics
2 years ago
Please expound on the Naive Bayes algorithm and your process for deciding the classification threshold.,
Machine Learning Engineer

Redfin

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Criteo

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Coinbase

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2 years ago
Coding
2 years ago
Could you outline an algorithm for decoding strings with hierarchical nested parentheses?
Machine Learning Engineer

Redfin

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Mailchimp

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Hitachi

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2 years ago
ML Knowledge
2 years ago
What are some of the loss functions you have used or are aware of?
Machine Learning Engineer

Redfin

ThoughtWorks Logo

ThoughtWorks

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Grubhub

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2 years ago
Coding
2 years ago
Implement a function to generate the list of prime numbers that are below N.
Machine Learning Engineer

Redfin

Apple Logo

Apple

Yahoo Logo

Yahoo

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2 years ago
ML Knowledge
2 years ago
What distinguishes the training processes of supervised, unsupervised, and reinforcement learning?
Machine Learning Engineer

Redfin

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Coupang

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Cruise

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2 years ago
ML Knowledge
2 years ago
Could you describe the bootstrapping technique and its efficacy in augmenting sample size?
Machine Learning EngineerData Scientist

Redfin

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Rovio

Snap Logo

Snap

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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

Redfin

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2 years ago

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