Big Data Analysis and Data Mining

Text Mining and Natural Language Processing

Text Mining and Natural Language Processing (NLP) are essential techniques for extracting insights and knowledge from unstructured text data. In this session, participants will learn about the principles and applications of text mining and NLP in various fields.The Text Mining portion of the session will cover topics such as text preprocessing, tokenization, and feature extraction. Participants will also explore techniques for sentiment analysis, topic modeling, and text classification using machine learning algorithms.In the Natural Language Processing portion, participants will learn about the fundamentals of NLP, including syntax and semantics. They will also explore advanced NLP techniques such as named entity recognition, part-of-speech tagging, and text summarization.