AI / Data Science 2024
Sales Prediction App with Django & ML
A predictive analytics web app that forecasts sales and visualizes results through an interactive interface.
Overview
A machine-learning web application built with Django that trains regression models on historical data to forecast sales, then surfaces the predictions and exploratory data analysis through interactive charts and a clean web interface.
Highlights
- Regression modeling with scikit-learn on cleaned datasets
- Exploratory data analysis with pandas, NumPy, Matplotlib & Seaborn
- Interactive prediction dashboard served through Django
