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      Data Science Intern Interview

      14 Aug 2021
      Anonymous employee
      Bengaluru
      Accepted offer
      Positive experience
      Average interview

      Application

      I applied online. I interviewed at Digité (Bengaluru) in Jul 2021

      Interview

      5 rigorous steps: (1) Online MCQ exam (2) Practical Assignment (3) Technical Round 1st - Check Basic Knowledge of Subjects (4) Technical Round 2nd - Check In-depth Knowledge and Brain Storming Question (5) Interview with CEO

      Interview questions [11]

      Question 1

      Q: Tell me about yourself.
      Answer question

      Question 2

      Q. Explain one project that you worked on.
      Answer question

      Question 3

      Q. If dataset contain outliers then how can we handle?
      Answer question

      Question 4

      Q.4: What is convolution layer?
      Answer question

      Question 5

      Q. What is activation functions in the Deep Neural Network?
      Answer question

      Question 6

      Q. Difference between stemming and lemmatization.
      Answer question

      Question 7

      Q. Why tf-idf or Bag of words is not good representation of each word in the corpus while building sentiment analyzer and how we overcome this problems.
      Answer question

      Question 8

      Q. What is the disadvantage of RNN or GRU and how we overcome this.
      Answer question

      Question 9

      Q. What is Receptive field and Effective Receptive field?
      Answer question

      Question 10

      Q. What is the problem in Correlation and what is causality?
      Answer question

      Question 11

      Q. Explain a recently published research paper that you read.
      Answer question
      2

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