Long Short Term Memory and Gated Recurrent Unit's Explained -- ELI5 Way

Hi All, welcome to my blog "Long Short Term Memory and Gated Recurrent Unit's Explained -- ELI5 Way" this is my last blog of the year 2019. My name is Niranjan Kumar and I'm a Senior Consultant Data Science at Allstate India. 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. RNN's are mainly used for, Citation Note: The content and the structure of this article is based on my understanding of the deep learning lectures from One-Fourth Labs -- PadhAI. In Recurrent Neural Networks at each time step, the old information gets morphed by the current input.