Train and improve a scikit-learn binary classifier

Quick Overview

Evaluates the ability to train, evaluate, and iteratively improve a scikit-learn binary classifier, encompassing model selection, preprocessing, validation practices, handling class imbalance, and interpretation of performance metrics.

Train and improve a scikit-learn binary classifier

Company: Perplexity

Role: Machine Learning Engineer

Category: Machine Learning

Difficulty: medium

Interview Round: Technical Screen

Overview: Evaluates the ability to train, evaluate, and iteratively improve a scikit-learn binary classifier, encompassing model selection, preprocessing, validation practices, handling class imbalance, and interpretation of performance metrics.

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Perplexity
Dec 15, 2025
mediumMachine Learning EngineerTechnical ScreenMachine Learning
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