.NET Core is a new framework designed for fast development cycles and cross-platform compatibility, allowing code to run on Linux, Windows, and macOS. The document discusses the installation process for .NET Core on Red Hat Enterprise Linux and introduces Entity Framework Core 1.0, highlighting its features and support for various databases. Resources for further learning and development, including GitHub repositories and websites, are also provided.