.NET Framework offers ten key reasons for learning, including strong support, versatility, and the backing of a large community. It is designed for creating various applications, from mobile to web, and utilizes C#, a language similar to many others, providing valuable skills for developers. The framework's popularity and support from numerous companies further solidify its relevance in the tech industry.