{"product_id":"natural-language-processing-on-oracle-cloud-infrastructure-building-transformer-based-nlp-solutions-using-oracle-ai-and-hugging-face-9798868810725","title":"Natural Language Processing on Oracle Cloud Infrastructure: Building Transformer-Based Nlp Solutions Using Oracle AI and Hugging Face","description":"\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 \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 \u003cp\u003e \u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eWhat You Will Learn\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eMaster key NLP concepts and the OCI ecosystem\u003c\/li\u003e \u003c\/ul\u003e \u003cul\u003e \u003cli\u003eCreate high-quality datasets using Hugging Face and OCI Data Labeling Service\u003c\/li\u003e \u003c\/ul\u003e \u003cul\u003e \u003cli\u003eFine-tune domain-specific pre-trained models from Hugging Face using OCI Data Science Notebook Sessions\u003c\/li\u003e \u003c\/ul\u003e \u003cul\u003e \u003cli\u003eDeploy and operationalize your models with OCI Data Science Model Deployments\u003c\/li\u003e \u003c\/ul\u003e \u003cul\u003e \u003cli\u003eAutomate the NLP life cycle with OCI Data Science Pipelines\u003c\/li\u003e \u003c\/ul\u003e \u003cul\u003e \u003cli\u003eImplement cost-effective strategies throughout the entire NLP life cycle, from dataset preparation to model training and deployment\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eWho This Book Is For\u003c\/strong\u003e\u003c\/p\u003e \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\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/19\/2024\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9798868810725\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 402\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.61lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.86d","brand":"Hicham Assoudi","offers":[{"title":"Default Title","offer_id":45169507893429,"sku":"9798868810725","price":55.24,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/files\/img_ec70bf5f-854f-43f4-9710-5a79d5747bad.jpg?v=1741703378","url":"https:\/\/pastforward.org\/products\/natural-language-processing-on-oracle-cloud-infrastructure-building-transformer-based-nlp-solutions-using-oracle-ai-and-hugging-face-9798868810725","provider":"Past Forward","version":"1.0","type":"link"}