In this project, we aim to predict the intention of online shoppers. We implemented the Logistic Regression to create our model and Linear Discriminant Analysis to create dimensionality reduction in the dataset using Python. The data contains the following columns: Administrative: Administrative Value Administrative_Duration: Duration in Administrative Page Informational: Informational Value Informational_Duration: Duration in Informational Page ProductRelated: Product Related Value ProductRelated_Duration: Duration in Product Related Page BounceRates: Bounce Rates of a web page ExitRates: Exit rate …