Course curriculum

    1. Overview

    2. Prerequisites

    3. File to download

    4. Model Performance

    5. Common Problems

    6. Hyper parameters

    7. Overfitting pattern

    8. Handle Overfitting

    9. Handle Bias

    10. Use PCA

    11. Prepare to rebuild

    12. PCA in Numeric Pipeline

    13. Rebuild Model

    14. Retrain and analyze

    15. Change hyperparameters

    16. General Idea

    17. Challenge Problem

    18. Challenge Answer

    1. Recap

    2. Recap continued

    3. Check Feature Importance

    4. Check Decision tree

    5. Congratulations on completing this course!

About this course

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