NLP Essentials with Hugging Face

A Beginner's Guide to Transformers, Tokenization, and Core NLP Techniques: A Beginner's Guide to Mastering Transformers, Tokenization, and Core NLP Techniques

von Elowen Faye

180 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

Embark on your Natural Language Processing (NLP) journey with NLP Essentials with Hugging Face: A Beginner's Guide to Transformers, Tokenization, and Core NLP Techniques. Tailored for beginners and intermediate learners, this comprehensive guide introduces the fundamentals of NLP using Hugging Face's powerful ecosystem. From the evolution of NLP to mastering transformer models like BERT, GPT, and T5, this book provides hands-on experience with tokenization, fine-tuning, model evaluation, and deploying NLP applications.

Through 13 structured chapters, explore the Hugging Face Transformers library, Datasets, Tokenizers, and Hub, with practical tutorials, real-world case studies, and Python code examples. Learn essential NLP tasks such as text classification, sentiment analysis, named entity recognition, and text generation, while staying updated on emerging trends. Whether you're a student, data scientist, or aspiring AI developer, this book equips you with the skills to build effective NLP solutions and excel in the dynamic AI landscape.

• ISBN: 9798269560991
• Sprache: Englisch
• Erscheinungsdatum: 12.10.2025
• Größe: 254 x 178 mm
• Verlag: Amazon Digital Services LLC - Kdp