The Car Price Prediction Model is a sophisticated tool designed to estimate the price of automobiles by leveraging both Linear and Lasso regression techniques. This model incorporates various attributes such as mileage, manufacturing year, engine capacity, brand, and other relevant features to predict the selling price of cars accurately. Employing Linear regression, the model establishes relationships between multiple input variables and the final car price, determining how each attribute contributes to the overall valuation.