Natural Language Processing for Beginners: Comprehensive Introduction to Language and Technology

Dive into the fascinating world of Natural Language Processing (NLP) with "Natural Language Processing for Beginners: Comprehensive Introduction to Language and Technology," a thorough and accessible guide designed to introduce beginners to the rich field of NLP and its myriad applications. This book serves as a bridge between theoretical concepts and practical applications, offering readers a solid foundation in both the linguistic and computational aspects of NLP.

Starting with a clear explanation of what NLP is and its significance in today's digital age, the book covers essential linguistic principles and computational techniques. Readers will learn about the historical evolution of NLP, key components like syntax, semantics, and machine learning algorithms that enable computers to understand and generate human language. The guide simplifies complex ideas such as tokenization, neural networks, and deep learning, making them accessible to those without a background in computer science or linguistics.

Practicality is at the heart of this book, which includes step-by-step tutorials on using popular NLP libraries such as NLTK, SpaCy, and frameworks like TensorFlow and PyTorch. These tools are illustrated through exciting projects like building a sentiment analyzer, developing a conversational chatbot, and creating a multilingual translator.

"Natural Language Processing for Beginners" also addresses contemporary challenges and ethical considerations in NLP, discussing bias, fairness, and the future potential of NLP technology. Whether you are a student, a budding data scientist, or a curious tech enthusiast, this book will equip you with the knowledge and skills you need to start your journey into NLP, opening the door to a world of possibilities where language and technology meet.

© 2024 Steve Abrams (Ljudbok): 9798882465376

Utgivningsdatum

Ljudbok: 16 juli 2024