Chapter 21: Natural Language Processing Project
Abstract: NLP projects involve using natural language processing to create applications like sentiment analysis tools, chatbots, and spam filters . Other popular project ideas include text summarization, machine translation, and fake news detection. Projects can range from beginner-friendly tasks like building a grammar checker to advanced ones like developing a speech recognition system Here’s the complete Chapter 21: Natural Language Processing Project , written in a detailed, textbook-ready format for your ongoing PyTorch and Deep Learning series. Chapter 21: Natural Language Processing Project 21.1 Introduction to Natural Language Processing (NLP) Natural Language Processing (NLP) is a subfield of Artificial Intelligence (AI) focused on enabling computers to understand, interpret, and generate human language. With the rapid growth of digital communication and textual data, NLP has become crucial for applications such as chatbots , sentiment analysis ,...