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- 7.000.000 titres dans notre catalogue
- Payer en toute sécurité
- Toujours un magasin près de chez vous
Kubeflow Operations Guide
Managing Cloud and On-Premise Deployment
Josh Patterson, Michael Katzenellenbogen, Austin Harris
Livre broché | Anglais
88,95 €
+ 177 points
Description
Building models is a small part of the story when it comes to deploying machine learning applications. The entire process involves developing, orchestrating, deploying, and running scalable and portable machine learning workloads--a process Kubeflow makes much easier. This practical book shows data scientists, data engineers, and platform architects how to plan and execute a Kubeflow project to make their Kubernetes workflows portable and scalable.
Authors Josh Patterson, Michael Katzenellenbogen, and Austin Harris demonstrate how this open source platform orchestrates workflows by managing machine learning pipelines. You'll learn how to plan and execute a Kubeflow platform that can support workflows from on-premises to cloud providers including Google, Amazon, and Microsoft.
- Dive into Kubeflow architecture and learn best practices for using the platform
- Understand the process of planning your Kubeflow deployment
- Install Kubeflow on an existing on-premise Kubernetes cluster
- Deploy Kubeflow on Google Cloud Platform, AWS, and Azure
- Use KFServing to develop and deploy machine learning models
Spécifications
Parties prenantes
- Auteur(s) :
- Editeur:
Contenu
- Nombre de pages :
- 301
- Langue:
- Anglais
Caractéristiques
- EAN:
- 9781492053279
- Date de parution :
- 12-01-21
- Format:
- Livre broché
- Format numérique:
- Trade paperback (VS)
- Dimensions :
- 178 mm x 231 mm
- Poids :
- 498 g
