Abstract Since the 21st century, the solution of poverty has become the focus of international assistance. And education is considered as one of the important ways to reduce poverty, more and more attention by international organizations and developing countries. Kenya, as one of the countries with the backwardness but most promising economic and social development in East Africa. It has received the attention of the World Bank. With the assistance of the World Bank, the Government of Kenya launched the KYEP project on the basis of Vision 2030, which is based on the training concept of “Education poverty reduction for youth entrepreneurship and employment”, with the goal of “Empowering young people in employment”, implementing a demand-oriented “four-in-one” skills training course through cooperative training of the World Bank and the Government of Kenya and the private sector, and ensuring the effectiveness of the project through the establishment of a multi-entity cooperative training guarantee mechanism. Practice shows that KYEP highlights Kenya’s demand-oriented approach and has achieved remarkable results in addressing youth unemployment and education for poverty reduction.