Sales & Demand Forecasting for Businesses

Project Overview

This project predicts future sales using Machine Learning techniques on Walmart sales data.

Technologies Used

• Python
• Pandas
• NumPy
• Matplotlib
• Scikit-learn
• Jupyter Notebook

Features

• Data Cleaning
• Feature Engineering
• Sales Forecasting
• Data Visualization
• Future Sales Prediction

Machine Learning Model

Random Forest Regressor

Dataset

Walmart Sales Dataset

Results

The model predicts weekly sales with good accuracy using historical business data.

Author

Shubham