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Hands-On MLOps on Azure by Banibrata De is a book available to read on EtoBox.
What is Hands-On MLOps on Azure about?
A practical guide to building, deploying, automating, monitoring, and scaling ML and LLM solutions in productionKey FeaturesBuild reproducible ML pipelines with Azure ML CLI and GitHub ActionsAutomate ML workflows end to end, including deployment and monitoringApply LLMOps principles to deploy and manage generative AI responsibly across cloudsPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionEffective machine learning (ML) now demands not just building models but deploying and managing them at scale. Written by a seasoned senior software engineer with high-level expertise in both MLOps and LLMOps, Hands-On MLOps on Azure equips ML practitioners, DevOps engineers, and cloud professionals with the skills to automate, monitor, and scale ML systems across environments.The book begins with MLOps fundamentals and their roots in DevOps, exploring training workflows, model versioning, and reproducibility using...
- Author
- Banibrata De
- Publisher
- Packt Publishing
- Published
- 2025
- Language
- EN
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