Disclaimer: this post is for my bachelor and master students at UvA, to give them introduction for PRACTICAL NMT from top to bottom. There is a gap between theory and practice, that is not always addressed by books. Introduction Since you are an informatics or ai program’s student, let’s assume you know something about machine learning, or maybe even machine translation. You’ve heard about Transformer. You probably read The Illustrated Transformer blog post.