CityMov, is a well-known firm in the Automotive industry with a continuous drive to addressing traffic congestion. This drive led them to the manufacturing of a mini scooter and then wonder if their customers are likely to buy this new solution despite having other means of transportation.

The first release of the Scooter called (NeverLate) recorded much success and since then look forward to releasing the improved version.

You have been appointed as the Lead Data Scientist to build a predictive model to determine if a customer will buy this product or not.

The model will be based on the customer characteristics. The target variable, BuyScooter, is a:

 - 1 if the customer buys the scooter.
 - 0 if the customer didn’t.