We'll give an introduction into natural language processing on GPUs. So far, GPUs are not used in big data as much as they should. We'll show how GPUs can bring deep learning techniques into production for large big data systems. We'll discuss some of the possible use cases of NLP, and w'll see why the techniques used up until now havent been enough. We'll talk about vector embeddings, and see in a live demo why they do convey the semantic information we're looking for when processing language.