Neural Translation – Machine Translation with Neural Nets with Keras / Python

#artificialintelligence 

In this blog, we shall discuss about how to build a neural network to translate from English to German. This problem appeared as the Capstone project for the coursera course "Tensorflow 2: Customising your model", a part of the specialization "Tensorflow2 for Deep Learning", by the Imperial College, London. The problem statement / description / steps are taken from the course itself. We shall use the concepts from the course, including building more flexible model architectures, freezing layers, data processing pipeline and sequence modelling. Here we shall use a language dataset from http://www.manythings.org/anki/