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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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Masood, Faisal (Author), Brigoli, Ross (Author)
Format: Electronic eBook
Language:Inglés
Published: Birmingham : Packt Publishing, 2022.
Subjects:
Machine learning.
Open source software.
Apprentissage automatique.
Logiciels libres.
Machine learning
Open source software
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • 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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