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Developed an ML-driven E-car sales platform that facilitates better decision-making through data-driven pricing, interactive visualizations, and model comparisons

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DataHack 1.0

A brief description of what this project does and who it's for

Branches

Frontend:https://github.com/joshiyash05/Enemies_of_Syntaxx_Datahack/tree/frontend Backend:https://github.com/joshiyash05/Enemies_of_Syntaxx_Datahack/tree/backend StreamLit:https://github.com/joshiyash05/Enemies_of_Syntaxx_Datahack/tree/streamlit ML:https://github.com/joshiyash05/Enemies_of_Syntaxx_Datahack/tree/ML

Case Study

The used car market is a significant and growing industry, with millions of used cars being sold every year. One of the biggest challenges for buyers and sellers is determining the fair market value of a used car, which can vary widely depending on a variety of factors, including make, model, year, mileage, and condition.

Problem Statement

This datathon aims to leverage machine learning techniques to develop a predictive model that can accurately predict the price of used cars. Participants are provided with a large dataset that includes information about thousands of used cars, including make, model, year, mileage, condition, and price. The goal of the datathon is to develop a predictive model that can accurately predict the price of a used car based on these and other factors.

Dataset:

train_data.csv

sample.csv

test_data.csv

Image Dataset

Schema

Name - String

Location - String

Year - Numeric

Kilometers_Driven - Numeric

Fuel_Type - String

Transmission - String

Owner_Type - String

Mileage - Numeric with unit

Engine - Numeric with unit

Power - Numeric with unit

Seats - Numeric

New_Price - Numeric with unit

Price - Numeric

Contributors

Mohammed Raza: https://github.com/mohd-raza Yash Joshi: https://github.com/joshiyash05

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Developed an ML-driven E-car sales platform that facilitates better decision-making through data-driven pricing, interactive visualizations, and model comparisons

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