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The-Data-Alchemists-Manipal / MindWave

MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.
MIT License
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Car price prediction [Deployed project] #604

Closed shruti-2412 closed 12 months ago

shruti-2412 commented 1 year ago

Is your feature request related to a problem? Please describe.

This project aims to predict the price of cars using machine learning techniques, specifically the XGBoost algorithm. The model is trained on a dataset containing various features of cars, such as the make, model, year, mileage, fuel type, and other relevant factors. It is also deployed using Streamlit.

Describe the solution you'd like

XGBoost is an optimized gradient-boosting algorithm that has gained popularity in machine learning competitions and has become a popular choice for predictive modeling tasks. It is known for its efficiency, accuracy, and flexibility. XGBoost combines multiple weak prediction models (decision trees) to create a strong ensemble model.

Describe alternatives you've considered

No response

Additional context

Dataset link: https://www.kaggle.com/datasets/nehalbirla/vehicle-dataset-from-cardekho?select=car+data.csv

Code of Conduct

khusheekapoor commented 12 months ago

Hi, we have many similar issues. Hence, we cannot assign you this issue.