{"product_id":"generative-ai-on-kubernetes","title":"Generative AI on Kubernetes","description":"Generative AI is revolutionizing industries, and Kubernetes has fast become the backbone for deploying and managing these resource-intensive workloads. This book serves as a practical, hands-on guide for MLOps engineers, software developers, Kubernetes administrators, and AI professionals ready to unlock AI innovation with the power of cloud native infrastructure. Authors Roland Huss and Daniele Zonca provide a clear road map for training, fine-tuning, deploying, and scaling GenAI models on Kubernetes, addressing challenges like resource optimization, automation, and security along the way.\u003cp\u003eWith actionable insights with real-world examples, readers will learn to tackle the opportunities and complexities of managing GenAI applications in production environments. Whether you're experimenting with large-scale language models or facing the nuances of AI deployment at scale, you'll uncover expertise you need to operationalize this exciting technology effectively.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eLearn to run GenAI models on Kubernetes for efficient scalability\u003c\/li\u003e\n\u003cli\u003eGet techniques to train and fine-tune LLMs within Kubernetes environments\u003c\/li\u003e\n\u003cli\u003eSee how to deploy production-ready AI systems with automation and resource optimization\u003c\/li\u003e\n\u003cli\u003eDiscover how to monitor and scale GenAI applications to handle real-world demand\u003c\/li\u003e\n\u003cli\u003eUncover the best tools to operationalize your GenAI workloads\u003c\/li\u003e\n\u003cli\u003eLearn how to run agent-based and AI-driven applications\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":55883398381912,"sku":"9781098171926","price":59.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781098171926_ee182771-6c04-4f2c-88c5-0c01881d318c.jpg?v=1779864364","url":"https:\/\/agendabookshop.com\/products\/generative-ai-on-kubernetes","provider":"Agenda Bookshop","version":"1.0","type":"link"}