Market Minds: An E-Commerce Website with Predictive Analytics and Customer Demand Forecasting

Market Minds, an e-commerce website with predictive analytics and customer demand forecasting.

Market Minds, an e-commerce website with predictive analytics and customer demand forecasting. As a reference project it shows how a system like this is put together in practice, which parts matter and how they are tested, so that a developer can learn from it and build on it.

It suits learners building full-stack skills: user accounts and roles, a database-backed back end, a responsive front end and deployment.

The main parts are a dashboard with charts and filters, an order and payment flow, secure sign-up with role-based access, a database-backed back end with a clear API, and a responsive interface for each type of user. The reference build uses scikit-learn, Razorpay, React, Node.js, and Express, with a clear project structure, setup instructions and sample data so that it can be run and extended.