Sequence Modeling using RNN

Originally published at: https://www.ankitaism.com/docs/ebooks/deep-learning/sequence-modeling-using-rnn/

The feed forward neural nets work on the principle of predicting output at a given data point independently i.e. no dependency from past input. As there is no feedback from past, the network is not suitable for sequence modeling. Furthermore, the tasks where large data processing is involved requires Deep Neural Networks (DNN) and hence…