Course curriculum

    1. Overview

    2. Prerequisites

    3. File to download

    4. Quick Outline

    5. Cubic Model Features

    6. Transform Numeric Data

    7. Scale Data

    8. Add Nominal Data

    9. Merge Nominal Data

    10. Train model

    11. Evaluate model

    1. Recap

    2. Recap continued

    3. View Percentage difference

    4. Transform Data

    5. Scale Data

    6. Combine ordinal features

    7. Train model and Predict

    8. Check Score

    9. View Percentage difference

    10. Summary

    11. Over and Under Fitting

    12. Example

    13. Identify Over and Under Fitting

    14. Regularization

    15. Advantage of using RidgeCV

    16. Challenge Problem

    17. Challenge Answer

    18. Congratulations on completing this course!

About this course

  • $295.00
  • 29 lessons
  • 1 hour of video content