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      Fortinet

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      Machine Learning Developer Interview

      1 Aug 2024
      Anonymous interview candidate
      No offer
      Neutral experience
      Average interview

      Application

      I applied through an employee referral. I interviewed at Fortinet

      Interview

      First recruiter call, then online assessment (coding, ML, SQL), followed by 2 rounds of technical screening. The technical screening involved talking about previous projects, ML theory, two leetcode style questions (graph traversal and trie) + ML question, and behavioural questions.

      Interview questions [3]

      Question 1

      Write a convolution function from scratch
      Answer question

      Question 2

      Calculate derivatives for loss functions on paper
      Answer question

      Question 3

      What loss function to use for multi label classification
      Answer question
      1

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