Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
612-822-4611

  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Practical NLP Projects with Hugging Face: Building Real-World Applications with Hands-On Text Classification, Translation, and Multimodal Projects

Practical NLP Projects with Hugging Face: Building Real-World Applications with Hands-On Text Classification, Translation, and Multimodal Projects

Zhu, Yuan

Paperback

Series: The Hugging Face Nlp Mastery Series: From Fundamentals to Advanced Applications, Book 2

General Computers

ISBN13: 9798293915408
Publisher: Independently Published
Published: Jul 23 2025
Pages: 252
Weight: 0.98
Height: 0.53 Width: 7.00 Depth: 10.00
Language: English
Elevate your Natural Language Processing (NLP) skills with Practical NLP Projects with Hugging Face: Building Real-World Applications with Hands-On Text Classification, Translation, and Multimodal Projects. Tailored for intermediate learners with a foundational understanding of NLP, this book empowers you to create production-ready applications using Hugging Face's powerful tools. Through step-by-step tutorials, you'll build a diverse portfolio of projects, including text classification (e.g., classifying movie reviews with BERT), sentiment analysis, question-answering systems, machine translation (e.g., English to French with T5), text generation (e.g., creative writing with GPT-2), document summarization (e.g., with BART), and multimodal NLP (e.g., image captioning with CLIP). Explore integrations with computer vision and speech recognition (e.g., transcribing audio with Whisper). Learn to deploy models to production, monitor performance, and maintain them over time. With practical code examples, real-world case studies, and industry-relevant techniques, this book equips you to showcase your expertise through a portfolio of impactful NLP projects ready for real-world deployment.

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