Recurrent Neural Network with LSTM

Let me begin this article with a question -- Which of the following sentence makes sense? Its obvious that the second one makes sense as the sequence of the sentence is preserved. So, whenever the sequence is important we use RNN. RNNs in general and LSTMs, in particular, have received the most success when working with sequences of words and paragraphs, generally called natural language processing. Some of the famous technologies using RNN are Google Assistance, Google Translate, Stock Prediction, Image Captioning, and similarly many more.