Step 1: TheoryDocumentation
Imputation of Missing Values
Study the core concepts and background material for this learning item.
Step 2: PracticeKaggle Workbook
Missing Values Exercise
Solve the challenges and apply your knowledge interactively.
Medium20 min estimated study
Overview
Cleanse incomplete inputs using zero, mean, or median imputation.
Learning Objectives
- Apply SimpleImputer mappings
- Verify imputation bias impacts
Prerequisites
Item #30Random Forests Ensemble
LockedTracking Control
Completion Reward+200 XP
Study Checklist
Studied theory resource
Completed practice exercise