Natural Language Processing: Foundations, Techniques, and Applications

This audiobook is narrated by a digital voice. Natural Language Processing (NLP) is a rapidly evolving field that bridges the gap between human language and artificial intelligence. This book, "Natural Language Processing: Foundations, Techniques, and Applications," is designed specifically for BCA, BTech, and MCA students to provide a clear, structured, and hands-on approach to learning NLP. The book starts with fundamental concepts, introducing students to linguistics, text preprocessing, and rule-based approaches, before progressing to machine learning, deep learning techniques, and real-world applications like chatbots, machine translation, and text summarization. Each chapter includes theoretical explanations, practical implementations using Python, case studies, and hands-on projects, ensuring that students not only understand NLP concepts but also gain practical experience in building NLP applications. By the end of the book, students will be equipped with the skills required to develop intelligent text-processing applications, analyze real-world language data, and explore the potential of modern AI-powered NLP models like BERT, GPT, and transformers.