Gated Recurrent Unit and Long Short-Term Memory

So far, we have studied Dense Neural Networks (DNNs) and various optimization techniques. We also studied the Convolutional Neural Networks (CNNs) that can handle imaging data and the Recurrent Neural Networks (RNNs) capable of handling sequence data. Let us pause for a moment and explore sequence data from another perspective.