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.

In this post, we will learn the intuition behind the working of LSTM and GRU.