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ML Knowledge
4 years ago
What does an ROC curve tell you about a model’s performance? What distinguishes the model performance between bagging and boosting?
Machine Learning EngineerData Scientist

Peloton

Zillow

Wish

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4 years ago
ML KnowledgeML Case
4 years ago
Could you share your practical experiences with NLP technologies and recommender systems?
Machine Learning Engineer

Peloton

trivago

Canva

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4 years ago
ML Knowledge
4 years ago
Can you detail how Gradient Descent is utilized in the training process of deep learning models?
Machine Learning Engineer

Peloton

Deliveroo Logo

Deliveroo

Ubisoft Logo

Ubisoft

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4 years ago
ML Knowledge
4 years ago
Can you walk me through your thought process for selecting the right algorithm for a machine learning task?
Machine Learning Engineer

Peloton

Skyscanner Logo

Skyscanner

Criteo Logo

Criteo

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4 years ago
ML Knowledge
4 years ago
How can one rectify covariate imbalance in machine learning, and what impact does this have on model accuracy?
Machine Learning Engineer

Peloton

Snowflake Logo

Snowflake

GoCardless Logo

GoCardless

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4 years ago
StatisticsML Knowledge
4 years ago
Explain false positives and false negatives in statistical hypothesis testing, and indicate why it's critical to understand them.
Machine Learning Engineer

Peloton

Capital One Logo

Capital One

Curve Logo

Curve

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4 years ago
Coding
4 years ago
How would you approach the task of extracting every English word from a string of characters?
Machine Learning Engineer

Peloton

Quora Logo

Quora

Monzo Logo

Monzo

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4 years ago
Coding
4 years ago
How would you execute a binary search in code and describe the time complexity? Moreover, can the search be enhanced?
Machine Learning Engineer

Peloton

American Express Logo

American Express

ThoughtWorks Logo

ThoughtWorks

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4 years ago

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

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