{"product_id":"machine-learning-with-kubernetes-martin-dunagan-9798301897870","title":"Machine Learning with Kubernetes: A Hands-On Guide to Building, Deploying, and Managing Intelligent Applications","description":"\u003cp\u003eAre you ready to build and deploy cutting-edge machine learning applications that can scale, adapt, and handle real-world demands? \u003cb\u003e\"Machine Learning with Kubernetes: A Hands-On Guide to Building, Deploying, and Managing Intelligent Applications\"\u003c\/b\u003e is your comprehensive guide to harnessing the combined power of Kubernetes and machine learning. This book provides a practical, hands-on approach to building, deploying, and managing intelligent applications at scale.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eInside, you'll discover how to: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eMaster the fundamentals: Understand the core concepts of Kubernetes and the machine learning workflow.\u003c\/li\u003e\n\u003cli\u003eContainerize your applications: Package your models and dependencies into portable and reproducible Docker containers.\u003c\/li\u003e\n\u003cli\u003eOrchestrate complex pipelines: Build and manage scalable machine learning pipelines with Argo and Kubeflow.\u003c\/li\u003e\n\u003cli\u003eDeploy for various use cases: Expose your models as REST APIs, gRPC services, or batch prediction systems.\u003c\/li\u003e\n\u003cli\u003eScale your applications: Automatically scale your deployments to handle fluctuating workloads.\u003c\/li\u003e\n\u003cli\u003eOptimize for performance and cost: Efficiently manage resources and leverage GPUs for acceleration.\u003c\/li\u003e\n\u003cli\u003eSecure your deployments: Implement robust security measures to protect your valuable data and models.\u003c\/li\u003e\n\u003cli\u003eExplore advanced topics: Discover serverless machine learning, federated learning, and edge AI.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003eThis book is for you if you are: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eA machine learning engineer or data scientist looking to deploy models in production.\u003c\/li\u003e\n\u003cli\u003eA software developer interested in building scalable and reliable AI applications.\u003c\/li\u003e\n\u003cli\u003eA DevOps engineer responsible for managing machine learning infrastructure.\u003c\/li\u003e\n\u003cli\u003eAnyone who wants to learn how to leverage Kubernetes for machine learning.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eGain a competitive edge by mastering the skills needed to build and deploy intelligent applications.Accelerate your machine learning workflows and bring your models to production faster.Unlock the full potential of your data and build innovative solutions that can transform your business.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eDon't wait! Start your journey to mastering machine learning with Kubernetes today!\u003c\/b\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Martin Dunagan\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798301897870\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/30\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 176\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.64lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.61h x 6.69w x 0.38d","brand":"Martin Dunagan","offers":[{"title":"Paperback","offer_id":48588064227583,"sku":"9798301897870","price":19.3,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-with-kubernetes-martin-dunagan-9798301897870","provider":"WR Book House","version":"1.0","type":"link"}