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      Procter & Gamble

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      Lead Data Scientist Interview

      1 May 2025
      Anonymous interview candidate
      Bengaluru
      No offer
      Neutral experience
      Average interview

      Application

      I applied through a recruiter. The process took 1+ week. I interviewed at Procter & Gamble (Bengaluru) in Dec 2024

      Interview

      The HR has reached me out on Linkedin. She clearly explained the interview process, it was a one hour interview. I was interviewed by the manager. It was a technical round.

      Interview questions [5]

      Question 1

      Given a tabular Dataset, how would you do an EDA
      1 Answer

      Question 2

      Asked about LLMs and RAG, Gen AI
      Answer question

      Question 3

      Classical ML - what is homoscedasticity? What is regularization Difference between Standardization and Normalization Linear regression and any 5 evaluation metrics Machine Learning pipeline
      Answer question

      Question 4

      Python: what is context manager? What are decorators?
      Answer question

      Question 5

      Github: Difference between Merge and Rebase
      Answer question

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