Entity Framework is an object-relational mapping framework that allows developers to work with relational data using domain-specific objects. It includes features like code first modeling, migrations, data annotations, and the DbContext API. Newer versions have added additional functionality like support for enums, performance improvements, and spatial data types. Resources for learning more include blogs by Julie Lerman and Rowan Miller as well as StackOverflow and PluralSight videos.