Usecases of traditional neural networks?

After learning about CNN’s I am wondering is it true when our dataset is in the form of images then CNN is good because it is more fast?
If yes, then what are the use cases when traditional neural networks with fully connected neurons are preferred over other networks like CNN, RNN?

A CNN isn’t faster. It can learn more complex models, but the cost is much higher in training time and processor resources.