Student learning-oriented Party organization construction in universities and colleges has a great significance for strengthening the Party’s grassroots organizations. Focusing on the current issues in the student Party organization like impure motives, no firm political beliefs, and the ineffectiveness of the Party Spirit continuing education, we explored the methods of student learning-oriented Party organization construction from the perspectives of changing management mechanism, improving teaching methods and strengthening practical learning.