While often understood as separate observances , Pentecost in Christianity and Shavuot in Judaism are fundamentally linked, stemming from the same historical root . Shavuot, also called as the Feast of Weeks, commemorates the giving of the Torah at Mount Sinai to the Hebrew people. Simultaneously , Pentecost, celebrated by Christians, recalls the d