5. Topic Modeling
Learning Objectives
By the end of this chapter, you will be able to:
- Describe topic modelling and its various use cases
- Describe topic modeling algorithms
- Describe the workings of LSA and LDA
- Describe topic fingerprinting
- Implement topic modeling using LSA and LDA
In this chapter, you will learn about different topic modeling algorithms and how we can use them to perform topic modeling on any dataset.
Introduction
In the previous chapter, we learned about different ways to collect data from local files and online resources. In this chapter, we will focus on topic modeling, which is a popular concept within natural language ...
Get Natural Language Processing Fundamentals now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.