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Proctor l1_14

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l1_14 MLP Level 1 Aug 7, 2026
  1. 1
    Explain your notebook/project.
  2. 2
    Explain each section of your notebook.
  3. 3
    How did you use Pipeline?
  4. 4
    What is Cross Validation (CV)?
  5. 5
    How does Cross Validation work?
  6. 6
    What resources did you use?
  7. 7
    Which is your best model?
  8. 8
    Why is it your best model?
  9. 9
    What is Hyperparameter Tuning?
  10. 10
    Which Hyperparameter Tuning technique did you use?
  11. 11
    Explain Bagging.
  12. 12
    Explain Boosting.
  13. 13
    Explain the Hyperparameter Tuning section.
  14. 14
    What is the learning rate?
  15. 15
    Where and why is the learning rate used?
  16. 16
    Coding: Load the dataset.
  17. 17
    Coding: Filter rows where ManufactureYear > 2005.
  18. 18
    Coding: For the filtered dataset, find the distribution of the UtilizationTier column.
  19. 19
    Suggestion: Add insights for each model using graphs or tables.
  20. 20
    Suggestion: Revise MLT theory and practice live coding for Level 2.
Created for educational purposes only. Questions are based on students' personal experiences and may not reflect actual exam content.