Ember.js is an open-source JavaScript web framework designed for creating ambitious web applications using the MVC pattern. It emphasizes productivity through features like integrated templates, a CLI, and a well-defined conventions approach, making it easier for developers to focus on unique aspects of their applications. Key concepts include object models, routing, models, services, and components, with various advantages like an add-on ecosystem and developer-friendly APIs.