A loading machine includes a swing body and work equipment attached to the swing body. The work equipment has a bucket. A control device of the loading machine includes an operation signal input unit that receives an input of a loading command signal from an operator, and an operation signal output unit. The operation signal output unit outputs operation signals of the work equipment and the swing body to move the bucket to a loading position above a loading target in a case in which the loading command signal is received. The operation signal output unit outputs a dumping operation signal to perform dumping to the bucket when the swing body faces a dump start azimuth direction that is closer to the swing body in a swing direction than an end point azimuth direction in which the swing body faces when the work equipment is positioned at the loading position.