Best Books to Learn NLP
Natural language processing or NLP is a subfield of artificial intelligence where we build applications to interact with humans. One of the examples of NLP applications is a chatbot which is used by so many websites to solve some of the common issues people face when taking their services. So, if you are looking for some of the best books for learning NLP, this article is for you. In this article, I will introduce you to the best books for learning NLP.
Best Books to Learn NLP
Natural Language Processing using Python
Natural Language Processing with Python is an amazing book that provides you with enough introduction to the concepts of natural language processing. Some of the important NLP topics that you will learn in this book are:
- Extract information from unstructured data to predict context or identify named entities
- Analysis of linguistic structures, including parsing and semantic analysis
- Popular language databases including WordNet and treebanks
All the topics covered in this book are explained in a practical way using the NLTK library in Python, which is one of the best NLP toolkits for Python programmers. If you are new to NLP, you can start with this book to learn NLP concepts. You can find this book here.
Natural Language Processing in Action
In this book, you will learn the concepts of natural language processing in detail. The book I mentioned in the section above is good for someone who is a beginner as it uses the NLTK library to implement NLP concepts using Python. But in this book, you will learn how to create neural network architectures using TensorFlow and Keras for natural language processing tasks. So it will be a good choice if you want to learn the concepts in detail. This book is also recommended for job interview preparation as it covers everything about NLP in detail. You can find this book here.
So these are some of the best books you can choose from for learning NLP concepts using Python. If you are new to natural language processing, you should start with “Natural Language Processing with Python”, and if you want to learn the concepts in detail and how to implement them using Deep Learning, you should choose “Natural Language Processing in Action”. Hope you liked this article on the best books for learning NLP. Please feel free to ask your valuable questions in the comments section below.