Best practices for handling data in machine learning
8 min readJun 14, 2021
In this article I am going to tackle the most common data related problems a machine learning practitioner could encounter and present several ways in which one can handle them.
Content list:
- Outliers
- Missing values
- Data leakage
- Data augmentation
