Intelligent Workloads at the Edge : Deliver Cyber-Physical Outcomes with Data and Machine Learning Using AWS IoT Greengrass.

Explore IoT, data analytics, and machine learning to solve cyber-physical problems using the latest capabilities of managed services such as AWS IoT Greengrass and Amazon SageMaker Key Features Accelerate your next edge-focused product development with the power of AWS IoT Greengrass Develop profici...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Mitra, Indraneel
Otros Autores: Burke, Ryan
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham : Packt Publishing, Limited, 2022.
Temas:
Amazon Web Services (Firm)
Machine learning.
Cloud computing.
Web services.
Big data.
Application software.
Internet of things.
Apprentissage automatique.
Infonuagique.
Services Web.
Données volumineuses.
Logiciels d'application.
Internet des objets.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Table of Contents Introduction to the Data-Driven Edge with Machine Learning Foundations of Edge Workloads Building the Edge Extending the Cloud to the Edge Ingesting and Streaming Data from the Edge Processing and Consuming Data on the Cloud Machine Learning Workloads at the Edge DevOps and MLOps for the Edge Fleet Management at Scale Reviewing the Solution with AWS Well-Architected Framework.

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