Introduction Hello Everyone! In the following blog, we are exploring the concept of Word Prediction using RNN which stands for Recurrent Neural Networks. This is a topic that is very interesting in terms of its complexity and ability to predict. Hope you enjoy it and by the end of you understand the extraordinary concept of RNN. So let us begin with What exactly is Word Prediction. Otherwise called language modeling, Word prediction of what word can come as the name suggests in daily and trivial as well as application-specific tasks. One of the examples is when using Gmail, Google Docs, or even the keyboards in our smartphones, we can see the machine trying to predict words or sentences. This is the magic of machine learning! The understanding of such text prediction although can be done in many ways, using RNN is one of the ways that we will explore. The basis of this is a field (or extension) of Machine Learning called Natural Language Processing. In this article, we will uncover key...