Vets in tech AI/ML Course project to deploy an AI model trained on car sales which is accessible by a web api
Data Information
The data used to train the model was from a Kaggle training data set https://www.kaggle.com/datasets/missionjee/car-sales-report. This data set seems to be synthetically created.
Data Snapshot
| Car_id | Date | Customer Name | Gender | Annual Income | Dealer_Name | Company | Model | Engine | Transmission | Color | Price ($) | Dealer_No | Body Style | Phone | Dealer_Region |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| C_CND_000001 | 1/2/2022 | Geraldine | Male | 13500 | Buddy Storbeck's Diesel Service Inc | Ford | Expedition | Double Overhead Camshaft | Auto | Black | 26000 | 06457-3834 | SUV | 8264678 | Middletown |
| C_CND_000002 | 1/2/2022 | Gia | Male | 1480000 | C & M Motors Inc | Dodge | Durango | Double Overhead Camshaft | Auto | Black | 19000 | 60504-7114 | SUV | 6848189 | Aurora |
| C_CND_000003 | 1/2/2022 | Gianna | Male | 1035000 | Capitol KIA | Cadillac | Eldorado | Overhead Camshaft | Manual | Red | 31500 | 38701-8047 | Passenger | 7298798 | Greenville |
| C_CND_000004 | 1/2/2022 | Giselle | Male | 13500 | Chrysler of Tri-Cities | Toyota | Celica | Overhead Camshaft | Manual | Pale White | 14000 | 99301-3882 | SUV | 6257557 | Pasco |
| C_CND_000005 | 1/2/2022 | Grace | Male | 1465000 | Chrysler Plymouth | Acura | TL | Double Overhead Camshaft | Auto | Red | 24500 | 53546-9427 | Hatchback | 7081483 | Janesville |
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