ASP.NET is the major part of the Microsoft's .NET Framework.
ASP.NET is an entirely new technology for server-side scripting. It was written from the ground up and is not backward compatible with classic ASP.
ASP.NET is the next generation ASP, but it's not an upgraded version of ASP.
You can read more about the differences between ASP and ASP.NET in the next chapter of this tutorial.