Long Short Term Memory (LSTM) and how to implement LSTM using Python

What is LSTM? You might have heard this term in the last interview you gave for a Machine Learning Engineer position, or some of your friends might have mentioned using LSTM in their predictive modelling projects. So the big question that may arise here is what is LSTM, the purpose of using LSTM in your projects, what type of projects can be made using the LSTM algorithm, etc. Do not worry. This article will cover the in-depth architecture of LSTM networks, how an LSTM works, and its application in the real world.