Practical Natural Language Processing
A Comprehensive Guide to Building Real-World NLP Systems
Sowmya Vajjala, Bodhisattwa P. Majumder, Anuj Gupta, Harshit Surana
Endorsed by: Zachary Lipton, Sebastian Ruder, Marc Najork, Monojit Choudhury, Vinayak Hegde, Mengting Wan, Siddharth Sharma, & Ed Harris Foreword by: Julian McAuley
Homepage: www.practicalnlp.ai Published by O'Reilly Media, 2020
Book Structure
Please note that the code repository is still under development and review.
All the notebooks will be crystalized in the coming months.
The notebooks have been tested on an ubuntu machine running python 3.6.
Currently, we are using TF1.x. We will migrate to TF2.x in the coming months.
Open the repository in Google Colab: 
Open the repository in Jupyter nbviewer: 
Chapterwise folders:
-
Chapter 1: NLP: A Primer (only figures & outline)
Contributors to Codebase:
- Varun Purushotham
- Kartikay Bagla
- Jitin Kapila
- Vishal Gupta
- Taranjeet Singh
- Shreyans Dhankhar
- Kumarjit Pathak
- Ernest Kirubakaran Selvaraj
- Ayush Datta
- Rui Shu
- Nachiketh Suresh
Found a Bug?
If the bug is in book text, please enter a errata here: https://www.oreilly.com/catalog/errata.csp?isbn=0636920262329
If the bug is in the codebase: Great! Please read this how can you help us improve the codebase
