{"product_id":"essential-kubeflow-prashanth-josyula-9780443452543","title":"Essential Kubeflow: Engineering ML Workflows on Kubernetes","description":"\u003ci\u003eEssential Kubeflow: Engineering ML Workflows on Kubernetes \u003c\/i\u003eprovides the tools needed to transform ML workflows from experimental notebooks to production-ready platforms. Through hands-on examples and production-tested patterns, readers will master essential skills for building enterprise-grade Machine Learning platforms, including architecting production systems on Kubernetes, designing end-to-end ML pipelines, implementing robust model serving, efficiently scaling workloads, managing multi-user environments, deploying automated MLOps workflows, and integrating with existing ML tools. Whether you're a Machine Learning engineer looking to operationalize models, a platform engineer diving into ML infrastructure, or a technical leader architecting ML systems, this book provides solutions for real-world challenges. \u003cp\u003e\u003c\/p\u003eWith this comprehensive guide to Kubeflow, a widely adopted open source MLOps platforms for automating ML workloads, readers will have the expertise to build and maintain scalable ML platforms that can handle the demands of modern enterprise AI initiatives.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Prashanth Josyula,Sonika Arora,Anant Kumar\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0443452547\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780443452543\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Morgan Kaufmann Publishers\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/21\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 378\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.30lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.90h x 8.40w x 0.80d","brand":"Prashanth Josyula","offers":[{"title":"Paperback","offer_id":50594177876223,"sku":"9780443452543","price":180.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_e2ca90e4-e276-4a34-8184-c09b8f6086cc.jpg?v=1791132592","url":"https:\/\/www.whiterainbookhouse.com\/products\/essential-kubeflow-prashanth-josyula-9780443452543","provider":"WR Book House","version":"1.0","type":"link"}