Website Name Change

I have changed the name of this website from Mining Business Data to BotFlo. I am offering a 60% off discount on both my Dialogflow ES and Dialogflow CX courses till April 20th 2021 for people who can help me spread the word about my new website.

In this page, I list resources that I have read/watched/learnt from and which will be good starting points for people who are interested in learning about Natural Language Processing. It is not intended to be comprehensive.

Books

This is a selection of books based on the ones I have read. NLP is one of those subjects where you would be better off starting with an approachable rather than a comprehensive book.

Taming Text

This is easily the most readable book on the topic of NLP and how you can use text analytics to improve your business processes. If you are going to read only one book on NLP from a business standpoint, this would be my recommendation.

I would love to see it updated for 2017 with some chapters focused on how Deep Learning/Machine Learning have impacted the field. Even without that, it is still a good book to learn the basics and as I have already pointed out, it makes a hard to explain subject very approachable.

NLTK Cookbook

This would be my next recommendation. Unlike Taming Text, which has very good topical organization, this is a cookbook with a collection of recipes.

However, this is a great book for learning about NLP because every single recipe gives an excellent introduction to the problem at hand. For people who like to learn from practical examples, it is a great starting point because you learn about the theory via practice.