Bishop Taylor, affectionately called "Dindy" by her close friends and family, has always been nurtured by the church. Her parents and grandparents were lifelong Methodists.
Born in Washington, D.C., Bishop Taylor moved on her fifth birthday to Atlanta, Georgia. At nine years of age, she joined the church on profession of faith. During her years of growing up, Decatur First United Methodist Church was her church home.