Cooperation between colleges and businesses is crucial for training high-quality talents in vocational education. By combining work and learning, vocational education can effectively prepare students for the workforce. The paper discusses ways to enhance collaboration between schools and companies, improve training measures, and establish a long-term partnership system. This collaboration helps achieve educational goals and showcases the unique characteristics of vocational education.