The course mainly focussed on classification of images and text. Can someone point to some references on using deep neural networks for other tasks involving numerical data? For example, house price prediction, stock market prediction, etc? Can we exploit pretrained datasets for this purpose?
It’s the same. The total number of neurons in the first layer would be equal to the no of attributes (inputs) you have. And since it is a regression problem, the output layer would have a single neuron.