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Building Transformer Models with PyTorch 2.0: NLP, computer vision, and speech processing with PyTorch and Hugging Face English Edition
ANG 94
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Your key to transformer based NLP, vision, speech, and multimodalities.
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| Artikelgewicht | 1.5 lbs (680 gram) |
Voor wie is dit geschikt?
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Aspiring Data Scientists
Ideal for those starting out in machine learning and seeking to build expertise in transformer models.
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Machine Learning Professionals
Beneficial for practitioners looking to enhance their skills in NLP, CV, and speech processing using PyTorch.
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Educators and Trainers
Useful for instructors teaching modern AI topics, providing valuable examples and practical applications of transformers.
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Complete Beginners
Not suitable for individuals lacking foundational knowledge of programming and machine learning concepts.
PRODUCTBESCHRIJVING
Building Transformer Models with PyTorch 2.0: NLP, computer vision, and speech processing with PyTorch and Hugging Face English Edition
Vragen & Antwoorden van klanten
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What kind of projects does this book cover?
antwoord: The book covers projects related to NLP, computer vision, speech processing, and more, focusing on practical applications. -
vraag:
Is the book suitable for beginners in machine learning?
antwoord: Yes, it provides foundational theoretical knowledge paired with practical chapters, making it accessible for beginners. -
vraag:
How does the book help with model performance enhancement?
antwoord: It discusses advanced techniques such as fine-tuning and benchmarking to enhance model performance effectively.
Natural Language Processing Editorial Review
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ANG 94
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Kenmerken en voordelen
- Explore advanced machine learning topics like model debugging and reinforcement learning.
- Dual-chapter approach connects theoretical knowledge with practical skills across major domains.
- Hands-on activities engage readers and solidify learning.
- Includes a dedicated chapter on utilizing the Hugging Face ecosystem for model training and deployment.
- Comprehensive insights into large language models such as BERT and GPT-3.
- Step-by-step guidance on building and fine-tuning transformer models for varied applications.
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