The famous Indian leader who advocated nonviolent resistance against colonial rule was Mahatma Gandhi. His philosophy of Satyagraha, or truth-force, emphasized nonviolent protest as a means to achieve social and political change. Gandhi's leadership in the Indian independence movement inspired millions and highlighted the effectiveness of peaceful resistance against oppression. His methods not only played a crucial role in India's struggle for freedom from British colonial rule but also influenced civil rights movements worldwide.