In this project, we explore polynomial regression to predict salaries based on position levels. We use a dataset containing position levels and corresponding salaries to train our model. The goal is ...

Hence in such situation it is not appropriate. An assumption in usual multiple linear regression analysis is that all the independent variables are independent. In polynomial regression model, this ...

I use Python 3 and Jupyter Notebooks to generate plots and equations with linear regression on Kaggle data. I checked the correlations and built a basic machine learning model with this dataset.