{"product_id":"transformers-with-hugging-face-tony-larson-9798297818859","title":"Transformers with Hugging Face: A Practical Guide to NLP and AI Model Deployment","description":"\u003cp\u003eThis hands-on, code-driven guide unlocks the power of transformer models using Hugging Face's ecosystem to build and deploy robust NLP and AI applications. Whether you're a data scientist, machine learning engineer, or advanced developer, this book equips you with the practical skills to fine-tune, optimize, scale, and deploy transformer models for real-world use cases, from sentiment analysis to chatbots and beyond.\u003c\/p\u003e\u003cp\u003eWhat You'll Learn: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eThe complete process of building and deploying transformer models, from data preprocessing to production-ready APIs, using Hugging Face's tools.\u003c\/li\u003e\n\u003cli\u003eHow to fine-tune models like DistilBERT for tasks such as sentiment analysis, text classification, and named entity recognition using efficient techniques like LoRA and quantization.\u003c\/li\u003e\n\u003cli\u003eTechniques for integrating large language models (LLMs) with APIs, web interfaces, and cloud platforms for tasks like text generation and question answering.\u003c\/li\u003e\n\u003cli\u003eBuilding interactive applications with Hugging Face Spaces and Gradio, enabling user-friendly demos for non-technical stakeholders.\u003c\/li\u003e\n\u003cli\u003eContainerization with Docker for portable, reproducible deployments, optimized for size and performance.\u003c\/li\u003e\n\u003cli\u003eCloud deployment strategies using AWS SageMaker and Google Cloud Vertex AI for scalable, high-performance inference.\u003c\/li\u003e\n\u003cli\u003eMonitoring, maintenance, and autoscaling practices, including logging, versioning, and failover to ensure reliability in production.\u003c\/li\u003e\n\u003cli\u003eResponsible AI practices, including model cards, bias mitigation, and privacy considerations for ethical NLP deployments.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eBuilt for Practitioners: \u003c\/p\u003e\u003cp\u003eThis book is designed for those ready to move beyond basic model training and build production-grade NLP systems. It's not for beginners-it's for practitioners who want to create scalable, efficient, and ethical AI applications using open-source tools and cloud platforms.\u003c\/p\u003e\u003cp\u003eWho Should Read This Book?\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eData scientists and machine learning engineers building NLP solutions for tasks like sentiment analysis, chatbots, or text summarization.\u003c\/li\u003e\n\u003cli\u003eAI developers creating enterprise-grade applications for industries such as e-commerce, customer support, or content moderation.\u003c\/li\u003e\n\u003cli\u003eResearchers exploring transformer optimization, deployment strategies, or responsible AI practices.\u003c\/li\u003e\n\u003cli\u003eAdvanced programmers leveraging Hugging Face Transformers for custom NLP workflows.\u003c\/li\u003e\n\u003cli\u003eTeams deploying AI solutions in production environments, from startups to large organizations.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eTools Covered: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eHugging Face Transformers, Datasets, Spaces, and Inference Endpoints.\u003c\/li\u003e\n\u003cli\u003ePyTorch for model fine-tuning and optimization.\u003c\/li\u003e\n\u003cli\u003eGradio and Streamlit for building interactive web interfaces.\u003c\/li\u003e\n\u003cli\u003eDocker and Kubernetes for containerized deployments.\u003c\/li\u003e\n\u003cli\u003eAWS SageMaker, Google Cloud Vertex AI, and FastAPI for cloud-based inference.\u003c\/li\u003e\n\u003cli\u003ePrometheus, CloudWatch, and logging tools for observability and monitoring.\u003c\/li\u003e\n\u003cli\u003eEthical tools and frameworks for bias detection and responsible AI deployment.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eIf you're ready to harness the full potential of Hugging Face Transformers to build and deploy cutting-edge NLP applications, this is your definitive guide. Packed with practical projects, step-by-step workflows, and real-world insights, it's time to transform your ideas into production-ready AI solutions.\u003c\/p\u003e\u003cp\u003eGet your copy now and start building the future of NLP with Hugging Face.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Tony Larson\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798297818859\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/12\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 454\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.72lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.92d","brand":"Tony Larson","offers":[{"title":"Paperback","offer_id":49083646378239,"sku":"9798297818859","price":30.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/transformers-with-hugging-face-tony-larson-9798297818859","provider":"WR Book House","version":"1.0","type":"link"}