Natural Language Processing

How Can Topic Modeling Help in Understanding Large Text Corpora?

Bynajib

The digital world is creating huge amounts of text data. We need better ways to analyze and find insights in this data. Topic modeling is a key method in Natural Language Processing (NLP) for this task. It finds hidden themes in documents, making it easier to understand the text’s structure. Topic modeling uses algorithms like…

Natural Language Processing

How does sentiment analysis work in NLP?

Bynajib

In today’s digital world, understanding text data is key for businesses. Sentiment analysis, or opinion mining, helps find and sort out feelings in text. It lets companies know what people think about their products or services by reading their emotions and opinions. Sentiment analysis uses NLP to figure out the mood of text, like if…