FindingData
Data Science
Data Science
Understanding and Collecting
| I/O Files with python | Numpy |
| Files with Pandas | Data Visualization |
| Data Preview | DataBase Connection |
| Data Cleansing | Data Collection (text) |
| Data Transformation | Data Collection (image) |
| Data Aggregation |
Data Preprocessing
| Datatypes | feat of 0 & ~0 variance |
| Missing Values | Normalization and Transformation |
| NaN Impuatation | Categorical Features |
| Time Feature | Outliers |
| Grouping Similiar Features | Feature selection |
| Imbalance Dataset |