Analytics Engineering with SQL and dbt: Building Meaningful Data Models на Scale, Rui Pedro Machado, Helder Russa

Analytics Engineering with SQL and dbt: Building Meaningful Data Models at Scale, Rui Pedro Machado, Helder Russa купить книгу в Україні

Обкладинка - м"яка

Рік видання - 2024

Кількість сторінок - 321

Папір - білий, офсет

Про книгу Analytics Engineering with SQL and dbt: Building Meaningful Data Models at Scale, Rui Pedro Machado, Helder Russa

With 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.

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.

With this book, you'll learn:

What dbt is and how a dbt project is structured

How dbt fits into the data engineering and analytics worlds

How to collaborate on building data models

The main tools and architectures for building useful, functional data models

How to fit dbt into data warehousing and laking architecture

How to build tests for data transformations

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