{"product_id":"9798868810725","title":"Natural Language Processing on Oracle Cloud Infrastructure: Building Transformer-Based NLP Solutions Using Oracle AI and Hugging Face","description":"\u003ch1\u003eNatural Language Processing on Oracle Cloud Infrastructure: Building Transformer-Based NLP Solutions Using Oracle AI and Hugging Face\u003c\/h1\u003e \u003ch2\u003eAssoudi, Hicham\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book demonstrates how to use Oracle Cloud Infrastructure (OCI) and Hugging Face technologies to develop advanced NLP solutions. Through a practical case study, it addresses common NLP challenges and offers strategies for creating efficient, cost-effective transformer-based models. By the end of this book, you will have the skills and knowledge to create cutting-edge NLP solutions on OCI, customized to meet the needs of various industries and projects.\u003c\/p\u003e\n\n\u003cp\u003eThe book takes you through the complete NLP solution life cycle—covering data preparation, model fine-tuning, deployment, and monitoring—while highlighting key topics such as cost-effectiveness and responsible AI for NLP implementations. Drawing from real-world experience and offering practical insights, it bridges the gap between theory and practice, equipping you to design and deploy scalable, cost-efficient NLP solutions.\u003c\/p\u003e\n\n\u003cp\u003e \u003c\/p\u003e\n\n\u003cp\u003e\u003cstrong\u003eWhat You Will Learn\u003c\/strong\u003e\u003c\/p\u003e\n\n\u003cul\u003e\n\t\u003cli\u003eMaster key NLP concepts and the OCI ecosystem\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cul\u003e\n\t\u003cli\u003eCreate high-quality datasets using Hugging Face and OCI Data Labeling Service\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cul\u003e\n\t\u003cli\u003eFine-tune domain-specific pre-trained models from Hugging Face using OCI Data Science Notebook Sessions\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cul\u003e\n\t\u003cli\u003eDeploy and operationalize your models with OCI Data Science Model Deployments\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cul\u003e\n\t\u003cli\u003eAutomate the NLP life cycle with OCI Data Science Pipelines\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cul\u003e\n\t\u003cli\u003eImplement cost-effective strategies throughout the entire NLP life cycle, from dataset preparation to model training and deployment\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003e \u003c\/p\u003e\n\n\u003cp\u003e\u003cstrong\u003eWho This Book Is For\u003c\/strong\u003e\u003c\/p\u003e\n\n\u003cp\u003eA diverse audience interested in implementing NLP solutions on Oracle Cloud Infrastructure: NLP practitioners, data scientists, and machine learning engineers who want to learn how to leverage Oracle AI and Hugging Face to implement an end-to-end NLP solution life cycle, from data preparation to model deployment; Oracle practitioners who want to expand their Oracle expertise by exploring OCI's advanced capabilities for building and scaling cutting-edge NLP solutions in enterprise environments; business decision makers who want to discover the strategic benefits of NLP solutions on OCI, including cost-effectiveness and responsible AI, while driving business value\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2024-12-19\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9798868810725\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/979-8-8688-1073-2\u003c\/p\u003e \u003cp\u003eDimensions: 254cm x178cm\u003c\/p\u003e \u003cp\u003ePages: 402\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":47555660972172,"sku":"9798868810725","price":58.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9798868810725.jpg?v=1776095956","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9798868810725","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}