eBook|22 Aug 2025

Kubernetes-native AI: A leader's guide to scalable model training

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Businesses a plenty must strategically leverage generative AI (GenAI), whether to bolster internal business workflows or support customer-facing interactions, or risk being left behind by the competition.

This O’Reilly e-book, Scalable Kubernetes Infrastructure for AI Platforms, can help buoy your efforts by offering guidance on using Kubernetes for scalable AI platforms and overcoming roadblocks by adopting an MLOps discipline. Read on to access chapters dedicated to:
1. Advantages of using Kubernetes for your MLOps platform
2. LLM deployment on Kubernetes
3. Guidance on making training repeatable across the development lifecycle
4.Developing responsible AI guardrails

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