The October Revolution turned out to be a significant event, which exercised a great influence on the world history. The Chinese Communist Party has taken its own endless struggle as a new move in terms of the October Revolution. Clarification on the misreading of historical idealism and Historical Nihilism would be, both theoretically and practically, of great importance in cultivation of people’s ideals and beliefs. Therefore, to learn from the October Revolution and draw on its experience concerned, and to advance along the road to socialism as well as adhere to communism, would be all the kernel implications of “beginner’s mind” for the Chinese Communist Party.