The repository shows examples of working with the following regression models for data analysis tasks.
- Simple Linear
- Multiple Linear
- Polynomial Regression
Regression analysis involves obtaining relationship between independent and dependent variable for given dataset.
- numpy
- matplotlib
- pandas
- scikit-learn (sklearn)
Publicly available datasets have been used and included in the repo.
Jupyter Notebooks have been updated and are recommended for better understanding.