Course curriculum

    1. Overview

    2. Prerequisites

    3. File to download

    4. Discuss Pipeline

    5. Preprocessing steps

    6. Numeric Pipeline

    7. Numeric Features

    8. Categoric Pipeline Function

    9. Categoric Pipeline

    10. Column Transformer

    11. Use Pipeline

    12. Make Predictions

    13. Evaluate Model

    14. More info about model

    15. Challenge Problem

    16. Visualize Decision Tree

    1. Recap

    2. Access Pipeline

    3. Download Tree Visualization

    4. Closer look

    5. Example

    6. Terminologies

    7. Terminologies continued

    8. Using Feature Names

    9. Access Pipeline

    10. Get all Feature Names

    11. Updated Visualization

    12. Best Indicators

    13. Feature Importance

    14. Format Output

    15. Challenge Problem

    16. Summary

    17. Challenge Hint

    18. Challenge answer

    19. Congratulations on completing this course!

About this course

  • $295.00
  • 35 lessons
  • 1.5 hours of video content