NCP MP Udayanraje Bhosale joined the Bharatiya Janata Party in New Delhi on Saturday in the presence of top saffron party leaders, including its president Amit Shah and Maharashtra Chief Minister Devendra Fadnavis, with Shah asserting that the BJP-led alliance will come back to power in the state with three-fourths majority.