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 various methods used for text representation, including traditional approaches like Bag of Words and TF-IDF, as well as modern techniques like embeddings. Additionally, the article discusses essential evaluation metrics to assess the performance of NLP models and introduces a decision-making framework to choose the right methods for specific tasks.

Read the full blog for free on Medium.

Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.

Published via Towards AI