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Machine Learning Engineer Interview Simulation · LearnSpace
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Machine Learning Engineer Interview Simulation

Курс от Coursera
Уровень не указан≈ 1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In this experience, you'll take on the role of a candidate interviewing for a Machine Learning Engineer position at a subscription streaming company. As part of the interview process, you're given a real business problem to solve: predicting which customers are about to churn, before they do. You'll build an end-to-end pipeline — exploring data, engineering features, training and evaluating a classification model, and generating churn probability predictions — using the same tools and techniques real ML teams use. Then you'll walk through your implementation in a simulated technical interview, where you'll be asked to justify your modeling choices under the kind of scrutiny a real hiring panel would apply. This experience is designed to help you build something accurate and well-structured, and to strengthen your ability to explain your reasoning clearly enough that someone else would trust it. If you're preparing for an ML Engineer interview — or want a realistic sense of whether you're ready for one — this is the fastest way to find out.

Навыки, которые вы освоите

Model EvaluationCustomer InsightsData AnalysisVerbal Communication SkillsApplied Machine LearningDecision IntelligenceModel TrainingOral ExpressionInterviewing SkillsCustomer AnalysisTechnical CommunicationMachine LearningExploratory Data AnalysisFeature EngineeringMachine Learning MethodsPredictive AnalyticsPredictive ModelingData Preprocessing

Программа курса

1 модулей · 4 учебных материалов

01Machine Learning Engineer Interview Experience4 материалов
Machine Learning Engineer Interview Simulation IntroductionЧтениеChurn Prediction ProjectЛабораторнаяTechnical Interview DIALOGUEFollow-up Survey

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Преподаватель курса

Machine Learning Engineer Interview Simulation
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Обучение на Coursera

≈ 1 ч

1 модулей

Язык: Английский

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