Text Analytics with Python: A Practitioner's Guide to Natural Language Processing

© Dipanjan Sarkar 2019

Dipanjan SarkarText Analytics with Pythonhttps://doi.org/10.1007/978-1-4842-4354-1_10

10. The Promise of Deep Learning

Dipanjan Sarkar¹ 

(1)

Bangalore, Karnataka, India

 

The focus of this book has been primarily to get you up to speed on essential techniques in natural language processing, so covering detailed applications leveraging deep learning for NLP is out of the current scope. However, we have still tried to depict some interesting applications of NLP throughout the book, including Chapter 4, where we covered interesting methods around word embeddings using deep learning methods like Word2Vec, GloVe, and FastText and Chapter 5, where we built text classification models using deep learning. The intent of this chapter is ...