This project requires you to understand what mode of transport employees prefers to commute to their office. The attached data ‘Cars.csv’ includes employee information about their mode of transport as well as their personal and professional details like age, salary, work exp. We need to predict whether or not an employee will use Car as a mode of transport. Also, which variables are a significant predictor behind this decision?
Following is expected out of the candidate in this assessment.
EDA (15 Marks)
- Perform an EDA on the data – (7 marks)
- Illustrate the insights based on EDA (5 marks)
- Check for Multicollinearity – Plot the graph based on Multicollinearity & treat it. (3 marks)