Prime Minister Narendra Modi, now on a visit to Saudi Arabia, will on Tuesday launch a scheme to promote entrepreneurship among the Scheduled Castes/Scheduled Tribes and women with loans in the range of Rs.10 lakh to Rs.100 lakh, official sources said here.