Ecommerce Sales Prediction added

[Shy029]

Pull Request: E-commerce Sales Prediction Model

Related Issues or Bugs

• This PR addresses the need for a predictive model to forecast sales in the e-commerce domain using the Big Mart Sales dataset.

Fixes: #[issue number if applicable]

Proposed Changes

• Implemented a predictive sales model using the Big Mart Sales dataset from Kaggle.
• Handled missing values through various imputation techniques.
• Performed data preprocessing, including feature engineering and encoding.
• Trained and evaluated multiple regression models: Random Forest and XGBRFRegressor.
• Deployed the final model using Streamlit for user interaction.

Additional Info

• The model predicts Item_Outlet_Sales, helping businesses optimize inventory and operations.
• Detailed documentation is provided in the README file for understanding project setup and execution.

[github-actions]

👋 Thank you for opening this pull request! We appreciate your contribution to improving this project. Your PR is under review, and we'll get back to you shortly.
Don't forget to mention the issue you solved!.

To help move the process along, please tag @UppuluriKalyani, @Neilblaze, and @SaiNivedh26 for a faster review!

[github-actions]

🎉🎉 Thank you for your contribution! Your PR #352 has been merged! 🎉🎉