https://github.com/vyjayanthipolapragada/car_mileage_prediction

Predicting the mileage of car using the linear regression model with Scitkit-learn
https://github.com/vyjayanthipolapragada/car_mileage_prediction

Last synced: 2 months ago
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Predicting the mileage of car using the linear regression model with Scitkit-learn

• Host: GitHub
• URL: https://github.com/vyjayanthipolapragada/car_mileage_prediction
• Owner: VyjayanthiPolapragada
• Created: 2023-11-20T13:57:40.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-11-20T14:04:22.000Z (over 1 year ago)
• Last Synced: 2023-11-20T15:29:41.885Z (over 1 year ago)
• Language: Jupyter Notebook
• Size: 51.8 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Car_Mileage_Prediction

Predicting the mileage of car using the linear regression model with Scikit-learn

A real data set is trained using the linear regression model with Scitkit-learn

Data set can be downloaded here from Kaggle: https://www.kaggle.com/datasets/uciml/autompg-dataset

More datasets can be found here: https://archive.ics.uci.edu/dataset/9/auto+mpg

Libraries used:  pandas, sklearn (Scikit-learn), numpy  (all these libraries are built-in when using Jupyter notebook)

Outcomes:

Extracting dataset with pandas

Analyse and visualize the dataset

Build model using linear regression 

Predict the mileage using the trained model