.NET Core is a cross-platform, open-source framework that enhances application development with features like better container support and a self-contained deployment option. The presentation discusses the major features and improvements in .NET Core 3.0, including support for desktop applications and porting from .NET Framework. Future developments indicate that .NET Framework will receive slower updates while .NET Core will advance rapidly with new APIs and language features.