Recurrent Neural Networks (RNN) Explained -- the ELI5 way

Sequence Modeling is the task of predicting what word/letter comes next. Sequence models compute the probability of occurrence of a number of words in a particular sequence. In the sequence model, the length of the input is not fixed. Citation Note: The content and the structure of this article is based my understand of the deep learning lectures from One-Fourth Labs -- PadhAI. Recurrent Neural Networks(RNN) are a type of Neural Network where the output from the previous step is fed as input to the current step.