vândut de libris.ro
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 Hu 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. With actionable insights with real-world examples, readers will learn to tackle the opportunities and complexities of managing GenAI applications in production environments. Whether youre experimenting with large-scale language models or facing the nuances of AI deployment at scale, youll uncover expertise you need to operationalize this exciting technology effectively. - Learn to run GenAI models on Kubernetes for efficient scalability - Get techniques to train and fine-tune LLMs within Kubernetes environments - See how to deploy production-ready AI systems with automation and resource optimization - Discover how to monitor and scale GenAI applications to handle real-world demand - Uncover the best tools to operationalize your GenAI workloads - Learn how to run agent-based and AI-driven applications
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Vânzător: Libris.ro
Brand: Roland Huss
