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In den WarenkorbTaschenbuch. Zustand: Neu. Neuware -This 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.APress in Springer Science + Business Media, Heidelberger Platz 3, 14197 Berlin 424 pp. Englisch.
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Verlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, Berlin, 2024
ISBN 13: 9798868810725
Sprache: Englisch
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In den WarenkorbPaperback. Zustand: new. Paperback. This 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.The book takes you through the complete NLP solution life cyclecovering data preparation, model fine-tuning, deployment, and monitoringwhile 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. What You Will LearnMaster key NLP concepts and the OCI ecosystemCreate high-quality datasets using Hugging Face and OCI Data Labeling ServiceFine-tune domain-specific pre-trained models from Hugging Face using OCI Data Science Notebook SessionsDeploy and operationalize your models with OCI Data Science Model DeploymentsAutomate the NLP life cycle with OCI Data Science PipelinesImplement cost-effective strategies throughout the entire NLP life cycle, from dataset preparation to model training and deployment Who This Book Is ForA 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 Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.
Verlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, Berlin, 2024
ISBN 13: 9798868810725
Sprache: Englisch
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In den WarenkorbPaperback. Zustand: new. Paperback. This 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.The book takes you through the complete NLP solution life cyclecovering data preparation, model fine-tuning, deployment, and monitoringwhile 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. What You Will LearnMaster key NLP concepts and the OCI ecosystemCreate high-quality datasets using Hugging Face and OCI Data Labeling ServiceFine-tune domain-specific pre-trained models from Hugging Face using OCI Data Science Notebook SessionsDeploy and operationalize your models with OCI Data Science Model DeploymentsAutomate the NLP life cycle with OCI Data Science PipelinesImplement cost-effective strategies throughout the entire NLP life cycle, from dataset preparation to model training and deployment Who This Book Is ForA 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 Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
Verlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, Berlin, 2024
ISBN 13: 9798868810725
Sprache: Englisch
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In den WarenkorbPaperback. Zustand: new. Paperback. This 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.The book takes you through the complete NLP solution life cyclecovering data preparation, model fine-tuning, deployment, and monitoringwhile 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. What You Will LearnMaster key NLP concepts and the OCI ecosystemCreate high-quality datasets using Hugging Face and OCI Data Labeling ServiceFine-tune domain-specific pre-trained models from Hugging Face using OCI Data Science Notebook SessionsDeploy and operationalize your models with OCI Data Science Model DeploymentsAutomate the NLP life cycle with OCI Data Science PipelinesImplement cost-effective strategies throughout the entire NLP life cycle, from dataset preparation to model training and deployment Who This Book Is ForA 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 Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.
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In den WarenkorbTaschenbuch. Zustand: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This 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.The 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.What You Will LearnMaster key NLP concepts and the OCI ecosystemCreate high-quality datasets using Hugging Face and OCI Data Labeling ServiceFine-tune domain-specific pre-trained models from Hugging Face using OCI Data Science Notebook SessionsDeploy and operationalize your models with OCI Data Science Model DeploymentsAutomate the NLP life cycle with OCI Data Science PipelinesImplement cost-effective strategies throughout the entire NLP life cycle, from dataset preparation to model training and deploymentWho This Book Is ForA 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.
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In den WarenkorbTaschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This 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.The 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.What You Will LearnMaster key NLP concepts and the OCI ecosystemCreate high-quality datasets using Hugging Face and OCI Data Labeling ServiceFine-tune domain-specific pre-trained models from Hugging Face using OCI Data Science Notebook SessionsDeploy and operationalize your models with OCI Data Science Model DeploymentsAutomate the NLP life cycle with OCI Data Science PipelinesImplement cost-effective strategies throughout the entire NLP life cycle, from dataset preparation to model training and deploymentWho This Book Is ForA 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 424 pp. Englisch.