The Non-Cooperation Movement was launched by the Indian National Congress under Gandhi's leadership to resist British rule in India through non-violent means. Key actions included the boycott of British institutions, schools, and titles, but taking control of the state machinery was not a non-violent action and was not advocated by the Congress during this movement.