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This repository includes project studies on Feature Engineering, of which trainings were completed and sector projects were carried out within the scope of Turkcell Data Science Bootcamp.
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"Diabetes Feature Engineering" and "Telco Churn Feature Engineering" studies were carried out in the project, which was carried out on real industry data.
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Topics covered in the study are as follows:
- Outliers, Missing Values
- Encoders (Binary, Label, Onehot, Rare)
- Standardization, Transformation
- Feature Extraction & Regex & Time Series Features