{"product_id":"prefect-and-dagster-in-action-ned-bhatia-9798276695822","title":"Prefect and Dagster in Action: End-to-End Workflow Orchestration for Data Engineers, Data Scientists, and ML Teams","description":"\u003cp\u003e\u003cb\u003eAre your data pipelines constantly breaking, scaling poorly, or slowing your team down when you need reliability the most?\u003c\/b\u003e Modern data platforms demand workflows that run consistently, recover quickly, and support rapid experimentation, yet many teams still rely on brittle, ad-hoc orchestration stitched together with scripts, cron jobs, or legacy schedulers. If you want to build systems that are resilient, observable, and production-ready, this book will show you how.\u003c\/p\u003e\u003cb\u003e\u003ci\u003ePrefect and Dagster in Action\u003c\/i\u003e\u003c\/b\u003e is the practical, end-to-end guide for data engineers, data scientists, ML engineers, and analytics teams who want to orchestrate pipelines the right way. Through hands-on examples, real-world patterns, and production-grade techniques, you'll learn how modern workflow orchestrators keep data reliable, reproducible, and continuously flowing across the entire data stack.\u003cp\u003eYou'll compare Prefect and Dagster in meaningful, applied ways, how they structure workflows, enforce data quality, support asset-based development, integrate with dbt and warehouses, manage ML pipelines, and handle observability, lineage, and scale. Whether you're building batch ETL, asset graphs, streaming-style triggers, or machine learning automation, this book shows you exactly \u003ci\u003ehow to make it work in production.\u003c\/i\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eBy the end, you will confidently be able to: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eBuild maintainable ETL\/ELT pipelines using Prefect flows, tasks, schedules, and state management\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDevelop Dagster jobs, ops, and Software-Defined Assets (SDAs) for asset-first data architecture\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eOrchestrate dbt models, data warehouse ingestion, and machine learning pipelines\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eApply robust retry logic, idempotency patterns, backfills, sensors, and event-based triggers\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eUse observability, metadata, and lineage tools to monitor pipelines and reduce failures\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDesign CI\/CD, testing strategies, and IaC provisioning for orchestrators on Kubernetes and cloud platforms\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eChoose the right orchestrator for your organization and execute a practical migration plan\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eIf you're ready to replace fragile workflows with an orchestration platform that scales with your data and your team, \u003cb\u003ethis book gives you the tools and patterns to make it happen.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eBuild reliable pipelines. Improve team productivity. Ship faster with confidence.\u003cbr\u003eStart reading \u003ci\u003ePrefect and Dagster in Action\u003c\/i\u003e today and transform how your organization moves data.\u003c\/b\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Ned Bhatia\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798276695822\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/30\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 314\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.21lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.66d","brand":"Ned Bhatia","offers":[{"title":"Paperback","offer_id":48623545319679,"sku":"9798276695822","price":31.6,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/prefect-and-dagster-in-action-ned-bhatia-9798276695822","provider":"WR Book House","version":"1.0","type":"link"}