ASP.NET Core is an open-source, cross-platform framework for building modern cloud-based applications such as web, IoT, and mobile backends, capable of running on .NET Core or the full .NET framework. It is optimized for cloud deployment and supports multiple programming languages, including C#, F#, and VB.NET. The document also discusses the .NET Core platform's features, setup, and its various applications within Google Cloud Platform environments.