{"product_id":"154732","title":"Cubeflow Operation Guide ","description":"\u003ccenter\u003e\u003cdiv style=\"text-align:center\"\u003e\u003cimg src=\"https:\/\/tmgdisk01.cafe24.com\/images\/vs\/4172\/sv\/3jYDPLHBLeMvF89vN1ZStornZMuvHn.png?v=1765081576\" style=\"max-width:100%;max-height:10px\"\u003e\u003c\/div\u003e\u003c\/center\u003e\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\u003ccenter\u003e\n\n\u003cdiv style=\"width:95%\"\u003e\n\n\u003cdiv style=\"text-align:center;font-size:30px;font-weight:bolder;line-height:1.6em\"\u003e Cubeflow Operation Guide \u003c\/div\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003cdiv style=\"border-bottom:1px;border-bottom-style:dotted;border-color:;padding-bottom:20px\"\u003e\u003ccenter\u003e\u003ctable align=\"center\" width=\"100%\"\u003e\u003ctbody style=\"border:0px\"\u003e\n\n\u003ctr\u003e\u003ctd align=\"center\" style=\"line-height:1.2em;text-align:center;font-size:18px;color:black;font-weight:bold;padding-bottom:20px;\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\n\n\u003ctr\u003e\u003ctd style=\"text-align:center\"\u003e\u003cimg src=\"https:\/\/image.yes24.com\/goods\/106472396\/XL\" style=\"max-width:100%;height:auto\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\n\n\n\u003c\/tbody\u003e\u003c\/table\u003e\u003c\/center\u003e\u003c\/div\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003cdiv style=\"width:95%;{split_style6}padding-top:20px;padding-bottom:20px\"\u003e\n\n\u003cdiv style=\"text-align:left;font-size:16px;font-weight:bold;padding-bottom:20px\"\u003e Description \u003c\/div\u003e\n\n\u003cdiv style=\"text-align:left;word-break:break-all;font-size:14px;line-height:1.6em;\"\u003e\n\n\u003cdiv\u003e\u003ch5\u003e \u003cb\u003eBook Introduction\u003c\/b\u003e\n\u003c\/h5\u003e\u003c\/div\u003e\n\u003cdiv\u003e\n\u003cdiv\u003e\u003cdiv\u003e \u003cb\u003eA Practical Guide to Planning and Executing a Successful Kubeflow Project\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e In machine learning applications, ‘building a model’ is just a small step.\u003cbr\u003e The entire process includes developing, orchestrating, deploying, and operating portable and scalable machine learning workloads. \u003cbr\u003eThis book guides you through operational planning and execution of Kubernetes projects, making your Kubernetes workflows portable and scalable.\u003cbr\u003e We hope you can easily operate your machine learning applications with the Kubeflow platform, which supports workflows from on-premises to major cloud providers GCP, AWS, and Azure.\u003cbr\u003e\n\n\u003c\/div\u003e\u003c\/div\u003e\n\u003cdiv\u003e\u003cul\u003e\u003cli\u003e You can preview some of the book's contents.\u003cbr\u003e \u003cspan\u003ePreview\u003c\/span\u003e\n\n\u003c\/li\u003e\u003c\/ul\u003e\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cbr\u003e\u003cdiv\u003e\u003ch5\u003e \u003cb\u003eindex\u003c\/b\u003e\n\u003c\/h5\u003e\u003c\/div\u003e\n\u003cdiv\u003e\n\u003cdiv\u003e \u003cb\u003eCHAPTER 1: Introduction to Cubeflow\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e _1.1 Machine Learning in Kubernetes\u003cbr\u003e _1.2 Common Kubeflow Use Cases\u003cbr\u003e _1.3 Components of Kubeflow\u003cbr\u003e _1.4 In conclusion\u003cbr\u003e\u003cbr\u003e \u003cb\u003eCHAPTER 2: Kubflow Architecture and Best Practices\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e _2.1 Overview of Kubeflow Architecture\u003cbr\u003e _2.2 Kubeflow Multi-Tenancy Architecture\u003cbr\u003e _2.3 Jupyter Notebook Architecture\u003cbr\u003e _2.4 Pipeline Architecture\u003cbr\u003e _2.5 Kubeflow Best Practices\u003cbr\u003e _2.6 In conclusion\u003cbr\u003e\u003cbr\u003e \u003cb\u003eCHAPTER 3: CUBE FLOW INSTALLATION PLAN\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e _3.1 Security Plan \u003cbr\u003e_3.2 User\u003cbr\u003e _3.3 Workload\u003cbr\u003e _3.4 GPU Plan\u003cbr\u003e _3.5 Infrastructure Planning\u003cbr\u003e _3.6 Container Management\u003cbr\u003e _3.7 Serverless Container Operation with Knative\u003cbr\u003e _3.8 Size and Growth\u003cbr\u003e _3.9 In conclusion\u003cbr\u003e\u003cbr\u003e \u003cb\u003eCHAPTER 4 Installing Kubeflow on-premises\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e _4.1 Kubeflow Commands\u003cbr\u003e _4.2 Basic Installation Process\u003cbr\u003e _4.3 Accessing and Interacting with Kubeflow\u003cbr\u003e _4.4 Installing Kubeflow\u003cbr\u003e _4.5 In conclusion\u003cbr\u003e\u003cbr\u003e \u003cb\u003eCHAPTER 5: Running Google Cloud Kubeflow\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e _5.1 Google Cloud Platform Overview\u003cbr\u003e _5.2 Installing the Google Cloud SDK\u003cbr\u003e _5.3 Installing Kubeflow on Google Cloud Platform\u003cbr\u003e _5.4 In conclusion\u003cbr\u003e\u003cbr\u003e \u003cb\u003eCHAPTER 6: Amazon Web Services Kubeflow Operations\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e _6.1 Amazon Web Services Overview\u003cbr\u003e _6.2 Sign up for Amazon Web Services\u003cbr\u003e _6.3 Installing the AWS Command Line Interface\u003cbr\u003e _6.4 Kubeflow on Amazon Web Services\u003cbr\u003e _6.5 Using Managed Kubernetes on Amazon EKS\u003cbr\u003e _6.6 Understanding the Deployment Process\u003cbr\u003e _6.7 In conclusion\u003cbr\u003e\u003cbr\u003e \u003cb\u003eChapter 7: Azure Kubernetes Flow Operations\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e _7.1 Azure Cloud Platform Overview  \u003cbr\u003e_7.2 Azure Command Line Interface\u003cbr\u003e _7.3 Installing Kubeflow on Azure Kubernetes\u003cbr\u003e _7.4 Authorizing network access for distribution\u003cbr\u003e _7.5 In conclusion\u003cbr\u003e\u003cbr\u003e \u003cb\u003eCHAPTER 8 SERVING AND INTEGRATION WITH MODELS\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e _8.1 Basic Concepts of Model Management\u003cbr\u003e _8.2 Introduction to KFServing\u003cbr\u003e _8.3 Model Management Using KFServing\u003cbr\u003e _8.4 In conclusion\u003cbr\u003e\u003cbr\u003e Appendix A Infrastructure Concepts\u003cbr\u003e Appendix B: Kubernetes Overview\u003cbr\u003e Appendix C: Istio Operations and Kubeflow\u003c\/div\u003e\n\u003cdiv\u003e\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cbr\u003e\u003cdiv\u003e\u003ch5\u003e \u003cb\u003eDetailed image\u003c\/b\u003e \u003c\/h5\u003e\u003c\/div\u003e\n\u003cdiv\u003e\u003cdiv\u003e\u003cimg src=\"https:\/\/image.yes24.com\/momo\/TopCate3751\/MidCate005\/375046119.jpg\" border=\"0\" alt=\"Detailed Image 1\"\u003e\u003c\/div\u003e\u003c\/div\u003e\n\u003cbr\u003e\u003cdiv\u003e\u003ch5\u003e \u003cb\u003ePublisher's Review\u003c\/b\u003e\n\u003c\/h5\u003e\u003c\/div\u003e\n\u003cdiv\u003e\n\u003cdiv\u003e \u003cb\u003eHow to Run Machine Learning Applications Easier with Kubeflow\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e Kubeflow is a tool that allows you to easily and intuitively operate machine learning workflows running in a Kubernetes environment in a single environment.\u003cbr\u003e All steps, including writing code, creating and allocating containers, training models, serving, progressing machine learning projects, deployment, and security, can be handled with KubeFlow. \u003cbr\u003eKubeflow allows you to build machine learning workflows on Kubernetes without having to delve into the detailed internals.\u003cbr\u003e\u003cbr\u003e This book covers Kubeflow's core features, how to apply Kubeflow in various environments (AWS, GCP, Azure), and how to deploy it, allowing you to efficiently operate your machine learning applications.\u003cbr\u003e\u003cbr\u003e \u003cb\u003eKey Contents\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e - Understanding Kubeflow architecture and best practices for using the Kubeflow platform\u003cbr\u003e - Understanding the Kubeflow deployment process\u003cbr\u003e Installing Kubeflow on an existing on-premises Kubernetes cluster\u003cbr\u003e Deploying Kubernetes on GCP, AWS, and Azure\u003cbr\u003e -Developing and deploying machine learning models using KFServing \u003c\/div\u003e\n\u003cdiv\u003e\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\n\n\u003c\/div\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003cdiv style=\"width:95%;padding-top:20px;padding-bottom:20px\"\u003e\n\n\u003cdiv style=\"text-align:left;font-size:16px;font-weight:bold;padding-bottom:20px\"\u003e GOODS SPECIFICS \u003c\/div\u003e\n\n\u003cdiv style=\"text-align:left;font-size:14px;line-height:1.6em;\"\u003e\n\n\u003cdiv style=\"width:100%;margin-bottom:5px;line-height:1.6em;font-size:14px\"\u003e - \u003cstrong\u003eDate of issue:\u003c\/strong\u003e January 31, 2022\u003c\/div\u003e\n\n\u003cdiv style=\"width:100%;margin-bottom:5px;line-height:1.6em;font-size:14px\"\u003e - \u003cstrong\u003ePage count, weight, size:\u003c\/strong\u003e 344 pages | 183*235*30mm\u003c\/div\u003e\n\n\u003cdiv style=\"width:100%;margin-bottom:5px;line-height:1.6em;font-size:14px\"\u003e - \u003cstrong\u003eISBN13:\u003c\/strong\u003e 9791162245118\u003c\/div\u003e\n\n\u003cdiv style=\"width:100%;margin-bottom:5px;line-height:1.6em;font-size:14px\"\u003e - \u003cstrong\u003eISBN10:\u003c\/strong\u003e 1162245115 \u003c\/div\u003e\n\n\n\u003c\/div\u003e\n\n\n\u003c\/div\u003e\n\n\n\u003c\/div\u003e\n\n\u003ccenter\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003cspan\u003e\u003c\/span\u003e\n\n\u003c\/center\u003e\n\n\n\u003c\/center\u003e","brand":"LIBRAIRIE COREENNE","offers":[{"title":"Default Title","offer_id":43893445460010,"sku":"154732","price":36.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0683\/2750\/5962\/files\/edaecebf734899e13332edf42d338fe4.jpg?v=1765402482","url":"https:\/\/librairie.coreenne.fr\/en\/products\/154732","provider":"LIBRAIRIE COREENNE","version":"1.0","type":"link"}