{"product_id":"data-pipelines-pocket-reference-moving-and-processing-data-for-analytics-9781492087830","title":"Data Pipelines Pocket Reference: Moving and Processing Data for Analytics","description":"\u003cp\u003eData pipelines are the foundation for success in data analytics and machine learning. Moving data from many diverse sources and processing it to provide context is the difference between having data and actually gaining value from it. This pocket reference defines data pipelines and explains how they work in today's modern data stack.\u003c\/p\u003e\u003cp\u003eYou'll learn common considerations and key decision points when implementing pipelines, such as data pipeline design patterns, data ingestion implementation, data transformation, the orchestration of pipelines, and build versus buy decision making. This book addresses the most common decisions made by data professionals and discusses foundational concepts that apply to open source frameworks, commercial products, and homegrown solutions.\u003c\/p\u003e\u003cp\u003eYou'll learn: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eWhat a data pipeline is and how it works\u003c\/li\u003e\n\u003cli\u003eHow data is moved and processed on modern data infrastructure, including cloud platforms\u003c\/li\u003e\n\u003cli\u003eCommon tools and products used by data engineers to build pipelines\u003c\/li\u003e\n\u003cli\u003eHow pipelines support machine learning and analytics needs\u003c\/li\u003e\n\u003cli\u003eConsiderations for pipeline maintenance, testing, and alerting\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/09\/2021\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781492087830\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 264","brand":"James Densmore","offers":[{"title":"Default Title","offer_id":38471611809973,"sku":"9781492087830","price":25.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_348e8a2b-9762-4878-a59f-9e24468ff400.jpg?v=1612931035","url":"https:\/\/pastforward.org\/products\/data-pipelines-pocket-reference-moving-and-processing-data-for-analytics-9781492087830","provider":"Past Forward","version":"1.0","type":"link"}