Machine learning on Kubernetes : a practical handbook for building and using a complete open source machine learning platform on Kubernetes /

Build a Kubernetes-based self-serving, agile data science and machine learning ecosystem for your organization using reliable and secure open source technologies Key Features Build a complete machine learning platform on Kubernetes Improve the agility and velocity of your team by adopting the self-s...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Masood, Faisal (Autor), Brigoli, Ross (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham : Packt Publishing, 2022.
Temas:
Machine learning.
Open source software.
Apprentissage automatique.
Logiciels libres.
Machine learning
Open source software
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Table of Contents Challenges in Machine Learning Understanding MLOps Exploring Kubernetes The Anatomy of a Machine Learning Platform Data Engineering Machine Learning Engineering Model Deployment and Automation Building a Complete ML Project Using the Platform Building Your Data Pipeline Building, Deploying and Monitoring Your Model Machine Learning on Kubernetes.

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