The form of a scatterplot describes the overall pattern of the data points and can be classified as linear or non-linear. Linear form: the points are scattered around a straight line, following a ...

It includes EDA, data cleaning, and simple and multiple linear regression. Key libraries include pandas, NumPy, statsmodels, Seaborn, and Matplotlib. Insights help optimize marketing strategies and ...

Once the features are selected, a non-parametric non-linear regression using the Gaussian Process Regression (GPR) algorithm is applied to fit the final age prediction model. Experimental results ...