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Extracting Insights from Unstructured Big Data using NLP

Extracting Insights from Unstructured Big Data using NLP Introduction In today's digital age, organizations deal with vast amounts of unstructured data, such as text documents, social media posts, emails, and more. Extracting valuable insights from this unstructured big data is crucial for making informed business decisions. Natural Language Processing (NLP) plays a vital role in analyzing and understanding unstructured text data. This article provides a comprehensive guide on extracting insights from unstructured big data using NLP, covering the fundamentals, text analysis techniques, popular NLP libraries, and best practices. 1. Understanding Natural Language Processing (NLP) Natural Language Processing (NLP) is a subfield of artificial intelligence that focuses on the interaction between computers and human language. It involves techniques for understanding, interpreting, and generating human language data. NLP enables machines to process and analyze unstructured