Natural Language Processing with Transformers. Lewis Tunstall, Leandro von Werra, Thomas Wolf
Артикул: | PB-012958 |
Наличие: | В наличии |
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1 250грн.
Natural Language Processing with Transformers by Lewis Tunstall, Leandro von Werra, and Thomas Wolf is a definitive guide to mastering transformer-based architectures for natural language processing (NLP). This book introduces the latest advancements in transformer models—from the underlying principles to practical applications in real-world scenarios.
What You’ll Learn
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Transformer Fundamentals:
Understand the architecture behind transformers, including self-attention, encoder-decoder structures, and the pre-training techniques that power modern NLP. -
Practical Implementation:
Learn how to use popular libraries like Hugging Face Transformers to build, fine-tune, and deploy NLP models for tasks such as text classification, summarization, question answering, and translation. -
Hands-On Tutorials:
Work through practical, code-driven examples that guide you step-by-step in creating your own transformer-based projects. -
Optimization and Evaluation:
Discover best practices for handling large datasets, optimizing model performance, and assessing the effectiveness of your NLP solutions. -
Real-World Applications:
Explore case studies and real-world scenarios that illustrate how transformers are transforming industries and driving innovation in NLP.
Why Choose This Book?
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Expert Insights:
Authored by leading experts in the field, including members of the Hugging Face team, offering both deep theoretical insights and practical experience. -
Comprehensive Coverage:
Combines a thorough explanation of the core concepts with actionable tutorials, making complex topics accessible to both beginners and experienced practitioners. -
Future-Proof Your Skills:
Stay ahead in the rapidly evolving field of NLP by learning state-of-the-art techniques and understanding emerging trends and ethical considerations.
Whether you’re new to natural language processing or looking to elevate your skills with cutting-edge transformer models, Natural Language Processing with Transformers equips you with the knowledge and tools to excel in one of today’s most exciting areas of AI.
Характеристики книги | |
Автор | Lewis Tunstall, Leandro von Werra |
Иллюстрации | Цветные |
Количество страниц | 406 |
Обложка | Мягкая |
Тип полиграфической бумаги | Офсетная |
Формат | 155х220 мм |
Язык издания | Английский |