Capgemini – Data Science Interview Questions

Here is the list Data Science Interview Questions which are recently asked in Capgemini company. These questions are included for both Freshers and Experienced professionals.

  1. What do you know about Autoencoders?
  2. Please explain the concept of a Boltzmann Machine.
  3. What do you understand by linear regression?
  4. What do you understand by logistic regression?
  5. What is a confusion matrix?
  6. What is the difference between supervised and unsupervised machine learning?
  7. What is bias, variance trade off ?
  8. What is exploding gradients ?
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  9. What is a confusion matrix ?
  10. Explain how a ROC curve works ?
  11. What is selection Bias ?
  12. Explain Decision Tree algorithm in detail.
  13. What is Ensemble Learning ?
  14. What is a Box Cox Transformation?
  15. What is deep learning?
  16. What are Recommender Systems?
  17. What is the difference between Regression and classification ML techniques?
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TOP MNC's DATA SCIENCE INTERVIEW QUESTIONS & ANSWERS

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