{"product_id":"analytics-engineering-with-sql-and-dbt-building-meaningful-data-models-at-scale-9781098142384","title":"Analytics Engineering with SQL and Dbt: Building Meaningful Data Models at Scale","description":"\u003cp\u003eWith the shift from data warehouses to data lakes, data now lands in repositories before it's been transformed, enabling engineers to model raw data into clean, well-defined datasets. dbt (data build tool) helps you take data further. This practical book shows data analysts, data engineers, BI developers, and data scientists how to create a true self-service transformation platform through the use of dynamic SQL. \u003c\/p\u003e\u003cp\u003e Authors Rui Machado from Monstarlab and Hélder Russa from Jumia show you how to quickly deliver new data products by focusing more on value delivery and less on architectural and engineering aspects. If you know your business well and have the technical skills to model raw data into clean, well-defined datasets, you'll learn how to design and deliver data models without any technical influence. \u003c\/p\u003e\u003cp\u003e With this book, you'll learn: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eWhat dbt is and how a dbt project is structured \u003c\/li\u003e\n\u003cli\u003eHow dbt fits into the data engineering and analytics worlds \u003c\/li\u003e\n\u003cli\u003eHow to collaborate on building data models \u003c\/li\u003e\n\u003cli\u003eThe main tools and architectures for building useful, functional data models \u003c\/li\u003e\n\u003cli\u003eHow to fit dbt into data warehousing and laking architecture \u003c\/li\u003e\n\u003cli\u003eHow to build tests for data transformations \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":50727253803282,"sku":"9781098142384","price":47.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_3845636b-56e0-46aa-83d7-7b5cb2b6b198.jpg?v=1734898069","url":"https:\/\/surprise-castle.myshopify.com\/products\/analytics-engineering-with-sql-and-dbt-building-meaningful-data-models-at-scale-9781098142384","provider":"Surprise Castle","version":"1.0","type":"link"}