Katkat

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Ambience interview questions

1 practice questions in the style of Ambience's interviews, covering ML System Design.

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Ambience interview questions by the numbers

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Katkat has 1 Ambience interview questions. The largest topics are ML System Design (100%). By difficulty: 100% hard. The most common round is Technical Screen (100%). Frequent concepts include extreme-classification, healthcare, information-retrieval and ml-system-design.

Topics

Difficulty

  • Hard100% · 1

Interview rounds

  • Technical Screen100% · 1

Roles

  • Machine Learning Engineer100% · 1

Frequent concepts

  • extreme-classification100% · 1
  • healthcare100% · 1
  • information-retrieval100% · 1
  • ml-system-design100% · 1
  • nlp100% · 1

Showing 1–1 of 1 result

  • Design an ICD-10 Prediction System for Clinical RecordsHard

    Design an end-to-end clinical NLP system to predict ICD-10 codes from long medical records, addressing extreme multi-label classification, long-tail code distributions, and human-in-the-loop coder feedback.

    AmbienceMachine Learning EngineerML System DesignTechnical Screen

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