Expliquer les méthodes mathématiques derrière l'ACP.
Asesor Cientifico Interview Questions
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1st round: medium level data manipulation, wrangling 2nd round: probability, maths based coding, complex algorithm questions. 3rd round: Extremely vague system design. I was given computer vision based system design which I did 5 years back.
Situation based questions were asked
What is an ensemble on machine learning?
Derive MLE, Bayes theorem applied, confusion-matrix questions, classical test that detects well a rare disease and to calculate the risk of having that disease given tested positive
Sur quels projets avez vous travaillé et sur quels types de projets vous souhaitez travailler
Comment s'est organisé le travail en équipe et la collaboration au sein de votre laboratoire de recherche actuel (au Japon) ?
They focused on how I approach an open-ended business problem: defining the question, choosing appropriate data and models, validating assumptions, and clearly explaining insights and trade-offs to non-technical stakeholders.
Classique des cabinet de conseil: Rh, entretien technique, use case, closing
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