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ML Knowledge

4 years ago

Can you outline the working principle of a bounding box regressor for object detection?

Machine Learning Engineer

Adobe

Google

Venmo

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4 years ago

ML KnowledgeML Case

4 years ago

How does the increasing number of layers in a model complicate its use?

Machine Learning Engineer

Adobe

Yelp

Sprinklr

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4 years ago

ML Knowledge

4 years ago

Can you explain the process of Principal Component Analysis?

Machine Learning Engineer

Adobe

Ancestry

PayPal

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4 years ago

ML Knowledge

4 years ago

Elaborate on the assumptions of linear regression and why they must be considered when analyzing findings generated by regression models.

Machine Learning Engineer

Adobe

Chime

Anaplan

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4 years ago

ML Knowledge

4 years ago

Can you articulate the differences between using a confusion matrix and an ROC curve for model evaluation?

Machine Learning EngineerData Scientist

Adobe

Udacity

Splunk

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4 years ago

Coding

4 years ago

How do you approach building a binary tree from specific preorder and inorder traversals?

Machine Learning Engineer

Adobe

Rovio

Hewlett Packard

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4 years ago

ML Knowledge

4 years ago

Have you worked with cross-validation before, which is a method for evaluating the performance of a machine learning model?

Machine Learning Engineer

Adobe

Netflix

Siemens

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4 years ago

ML System DesignML CaseProduct Case

4 years ago

A system is needed to detect any unusual behavior on a monitored server and alert the user as soon as possible. How would you design such a system using time series anomaly detection techniques?

Machine Learning Engineer

Adobe

Databricks

Zulily

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4 years ago

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