Machine Learning | Python
Auto Trader Car Price Prediction ML | Python
Python
Scikit-Learn
Pandas
Numpy
Matplotlib
Project Tasks
Data Understanding
Exploration, Cleaning, and Preparation
Machine Learning Model Development
ABOUT
This contains the implementation of a machine learning solution for predicting the selling prices of cars based on their characteristics. The project is part of the Machine Learning Concepts unit, providing students with a real-world, industry-based problem-solving experience.
Dataset
The project utilizes a Car Sale Adverts dataset provided by AutoTrader, containing anonymized information about vehicles, including brand, type, color, mileage, and selling price. The goal is to build a regression model that accurately predicts the selling price based on these features.
Year
2023
Project
Machine Learning
Description
This contains the implementation of a machine learning solution for predicting the selling prices of cars based on their characteristics. The project is part of the Machine Learning Concepts module, providing students with a real-world, industry-based problem-solving experience.