The civil rights leader known for their advocacy of nonviolent resistance is Martin Luther King Jr.. He emphasized peaceful protests and civil disobedience as means to achieve racial equality. His approach was heavily influenced by the teachings of Gandhi and played a crucial role in pivotal events like the Montgomery Bus Boycott and the March on Washington.