Indian Consumers Automobiles( Cars) buying behavior. The objective here is improve the cars sales from the dealer outlets using machine learning techniques. In the current state, ML algorithms are applied at online portals like carwala.com other websites which shows recommendations for the selected category of car with the best price and offers.. However, In Dealer outlet, ML techniques are not applied to improve the sales. In the dealer outlet, only tele sales are done, that does not boost the sales conversion much. By applying ML techniques, dealer sales can be improved. Acknowledgements We wouldn't be here without the help of others. If you owe any attributions or thanks, include them here along with any citations of past research. Inspiration Your data will be in front of the world's largest data science community. What questions do you want to see answered?