Author(s): Rashmi
Originally published on Towards AI.
NLP: A Comprehensive Guide Part 1
natural language processing Is a branch of artificial intelligence that enables computers to understand, interpret, generate, and manipulate human language. It bridges the gap between human communication and computer understanding.
This article provides a comprehensive introduction to Natural Language Processing (NLP), detailing its importance, applications, and core concepts. It covers integral aspects such as why NLP matters, how it works, and the various methods used for text representation, including traditional approaches such as Bag of Words and TF-IDF, as well as modern techniques such as embeddings. Additionally, the article discusses the evaluation metrics needed to assess the performance of NLP models and introduces a decision-making framework for choosing the right methods for specific tasks.
Read the entire blog for free on Medium.
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Comment: The content represents the views of the contributing authors and not those of AI.
