Dataset cleaning and other things to check
EDA check list
- Get domain knowledge
- Check if the data is intuitive
- Understand how the data was generated
- Explore individual features
- Explore pairs and groups
- Clean features up, 중복데이터 제거
- Check for leaks! (later in this course)
Ref
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