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MagedMohamedTurk authored Mar 14, 2021
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# Cars_price_ML
Exploring and predicting the price of cars based on their features
Using Python( Pandas, Statsmodels, Scikit, Matplotlib and Scikit Learn packages)
Using Python( Pandas, Statsmodels, Scikit, Matplotlib, and Scikit Learn packages)
1. Cleaning and wrangling the dataset.
2. Exploring the dataset and look for correlations.
3. Use visualization charts to emphasis different relationships.
3. Use visualization charts to emphasize different relationships.
4. Building a predictive linear regression model using Statsmodels.
5. Building a predicitive machine learning (linear regression) model using Sci-kit learn.
5. Building a predictive machine learning (linear regression) model using Sci-kit learn.
6. Modeling using Radomforest Regressor, reaching 93% R2 score.

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