{"product_id":"advanced-python-patterns-for-data-abhishek-kumar-9798252666761","title":"Advanced Python Patterns for Data Engineering: Build Production-Ready ETL Pipelines, Scalable Data Systems, and Reliable Data Platforms","description":"\u003cp\u003e\u003cb\u003eAre you still writing one-off scripts instead of building real data pipelines?\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eMost Python developers struggle to transition into data engineering because they lack one thing - \u003cb\u003eproduction-level design skills\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003eThis book changes that.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAdvanced Python Patterns for Data Engineering\u003c\/b\u003e is a practical, real-world guide to building scalable, reliable, and production-ready data systems using Python.\u003c\/p\u003e\u003cp\u003eInstead of focusing on theory, this book teaches you how real data engineers design pipelines that run daily, handle failures, and scale to millions of records.\u003c\/p\u003e\u003cbr\u003e What You'll Learn\u003cul\u003e\n\u003cli\u003e\u003cp\u003eHow to design reusable ETL and ELT pipelines\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eAdvanced Python patterns for scalable data workflows\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eIncremental loading, idempotency, and schema evolution\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eError handling, retry strategies, and circuit breakers\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eData validation, monitoring, and observability\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eParallel and distributed processing concepts\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003ePartitioning, caching, and performance optimization\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBatch vs streaming architecture\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eHow to build production-ready pipelines from scratch\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e Real-World Focus\u003cp\u003eThis book includes: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003ereal production case studies\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003earchitecture-level thinking\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003ecomplete end-to-end project\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eindustry best practices\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e Who This Book Is For\u003cul\u003e\n\u003cli\u003e\u003cp\u003ePython developers moving into data engineering\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003easpiring data engineers\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003edata analysts upgrading to pipeline development\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eengineers preparing for interviews\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eprofessionals who want to build production systems\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e What Makes This Book Different\u003cp\u003eUnlike most books, this is not about writing scripts.\u003c\/p\u003e\u003cp\u003eIt's about: \u003cbr\u003e designing systems\u003cbr\u003e handling real-world failures\u003cbr\u003e building scalable data platforms\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Abhishek Kumar\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798252666761\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/18\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 156\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.48lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.33d","brand":"Abhishek Kumar","offers":[{"title":"Paperback","offer_id":48460478120191,"sku":"9798252666761","price":49.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_5c1fab58-7487-462c-98a2-7a17a950bf45.jpg?v=1777415021","url":"https:\/\/www.whiterainbookhouse.com\/products\/advanced-python-patterns-for-data-abhishek-kumar-9798252666761","provider":"WR Book House","version":"1.0","type":"link"}