$resource is a crucial AngularJS service for connecting to RESTful web services, allowing for standard operations like querying and saving data with a simple interface. The session discusses best practices, including using promises instead of callbacks for better asynchronous handling, and emphasizes the need for abstractions to manage API changes effectively. Key points include error handling, layer isolation, and future enhancements to explore, such as HTTP interceptors and response caching.