{"product_id":"distributed-machine-learning-patterns-9781617299025","title":"Distributed Machine Learning Patterns","description":"\u003cp\u003e\u003c\/p\u003e\u003cblockquote\u003e\n\u003cbr\u003eDistributed Machine Learning Patterns is a book that provides practical patterns for scaling machine learning from laptops to distributed clusters. It covers topics such as data ingestion, distributed training, model serving, and automation using Kubernetes, TensorFlow, Kubeflow, and Argo Workflows. The book is based on real-world scenarios and hands-on projects and offers DevOps techniques for launching, managing, and monitoring cloud-native distributed machine learning pipelines. \u003c\/blockquote\u003e\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Paperback \/ softback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 375 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 17 January 2024\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Manning Publications\u003cbr\u003e\u003c\/p\u003e \u003cp\u003e\u003cbr\u003e\u003cbr\u003eUsing examples based in TensorFlow,Kubernetes,Kubeflow,and Argo Workflows,you ll learn how to apply patterns in a practical way. Real-world scenarios,hands-on projects,and clear,practical DevOps techniques let you easily launch,manage,and monitor cloud-native distributed machine learning pipelines.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWeight\u003c\/strong\u003e: 490g\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 236 x 190 x 2 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9781617299025\u003c\/p\u003e","brand":"Yuan Tang","offers":[{"title":"Paperback \/ softback","offer_id":45290256498938,"sku":"9781617299025","price":48.48,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/products\/noImage_1_a75ca44a-25dc-4ffe-90d8-e32a91fe37aa.jpg?v=1706343076","url":"https:\/\/shulphink.com\/products\/distributed-machine-learning-patterns-9781617299025","provider":"Shulph Ink","version":"1.0","type":"link"}