What does Islam say about Intercession (Shafa'a)?

What is the meaning of intercession in Islam? Are there certain people who have the privilege to do it? It (shafa'a) is mentioned in a number of locations in the Qur’an. Either positive or negative, please support your answer with Qur’anic verses or authentic narrations.