Machine Learning on Kubernetes
A practical handbook for building and using a complete open source machine learning platform on Kubernetes
Publisher:Packt Publishing Limited
By: Faisal Masood and Ross Brigoli
Paid access
|Jul 2022
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
PDF ISBN: 978-1-80323-165-5
Publisher: Packt Publishing Limited
Copyright owner: © 2022 Packt Publishing Limited
Publication date: 2022
Language: English
Pages: 384
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