Deep Learning for NLP: ANNs, RNNs and LSTMs explained!

Ever fantasied about having your own personal assistant to answer any questions you can ask, or have conversations with? Well, thanks to Machine Learning and Deep Neural Networks, this is not so far from happening. Think of the amazing capabilities exhibited by Apple's Siri or Amazon's Alexa. Don't get too excited, in this next series of posts we are not going to create an omnipotent Artificial Intelligence, rather we will create a simple chatbot that given some input information and a question about such information, responds to yes/no questions regarding what it has been told. It is nowhere near to Siri's or Alexa's capabilities, but it illustrates very well how even using very simple deep neural network structures, amazing results can be obtained.