ML EduLab is a browser-based educational platform designed for students and instructors involved in machine learning. Its visual and interactive interface allows users to experiment with key machine learning models such as neural networks, support vector machines, and various regression techniques (linear, polynomial, and logistic).

With no installation required, users can load datasets, configure models, train and evaluate results—all from within the browser. The platform offers visual feedback through error charts, prediction outputs, and structure visualization, making learning both intuitive and engaging.

The system is especially useful in academic environments, supporting laboratory exercises in university-level machine learning courses. It helps instructors create guided experiments while enabling students to gain hands-on experience without writing code.