It is widely recognized that “entrepreneurship is a process of learning, and a theory of entrepreneurship requires a theory of learning”. However, the entrepreneurial learning literature is still in the emerging stage. This paper explores the learning process of entrepreneurs in a largely ignored but very important context: peer networks, and examines its special values on both personal development and firm growth.