{"product_id":"mastering-mlops-architecture-raman-jhajj-9789355519498","title":"Mastering MLOps Architecture: From Code to Deployment: Manage the Production Cycle of Continual Learning ML Models with MLOps","description":"MLOps, a combination of DevOps, data engineering, and machine learning, is crucial for delivering high-quality machine learning results due to the dynamic nature of machine learning data. This book delves into MLOps, covering its core concepts, components, and architecture, demonstrating how MLOps fosters robust and continuously improving machine learning systems. By covering the end-to-end machine learning pipeline from data to deployment, the book helps readers implement MLOps workflows. It discusses techniques like feature engineering, model development, A\/B testing, and canary deployments. The book equips readers with knowledge of MLOps tools and infrastructure for tasks like model tracking, model governance, metadata management, and pipeline orchestration. Monitoring and maintenance processes to detect model degradation are covered in depth.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Raman Jhajj\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 9355519494\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9789355519498\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Bpb Publications\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/14\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 226\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.87lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.48d","brand":"Raman Jhajj","offers":[{"title":"Paperback","offer_id":44809675866367,"sku":"9789355519498","price":39.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_15011e1f-4012-4964-843d-72db8713b682.jpg?v=1707927162","url":"https:\/\/www.whiterainbookhouse.com\/products\/mastering-mlops-architecture-raman-jhajj-9789355519498","provider":"WR Book House","version":"1.0","type":"link"}