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      SG Analytics

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      Related searches: SG Analytics reviews | SG Analytics jobs | SG Analytics salaries | SG Analytics benefits
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      Lead Data Scientist Interview

      Apr 24, 2024
      Anonymous employee
      Bengaluru
      Accepted offer
      Positive experience
      Average interview

      Application

      I interviewed at SG Analytics (Bengaluru)

      Interview

      As the company is not very formal. Only 1 Technical Round taken by Director for 8+ years of work experience of 1 hour and the next call was of HR for offer negotiation.

      Interview questions [5]

      Question 1

      What are assumptions of Linear Regression?
      Answer question

      Question 2

      How to measure performance of Linear Regression model?
      Answer question

      Question 3

      How is Feature Engineering performed?
      Answer question

      Question 4

      Identify and treat outlier values?
      Answer question

      Question 5

      Impute missing values and what is the impact of other imputations on model performance.
      Answer question
      1