By now, we are equipped with the skills needed to get started on text analysis projects and to also take a shot at more complicated, meatier projects. Two common text analysis projects that encapsulate a lot of the concepts we have explored throughout the book are sentiment analysis and chatbots. In fact, we've already touched upon all the methods we will be using for these projects, and this chapter will serve as a guide to how one can put up such an application on their own.
In this chapter, we will not be providing the code to how to build a chatbot or sentiment analysis pipeline from the first step to the last, but rather to introduce the reader to a variety of techniques which will help when setting up such a project. Following are the topics we will cover in this chapter:
- Sentiment analysis
- Mining data
- ChatBot
