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. The data build tool (dbt) helps you take data further. This practical book shows data analysts, data engineers, Bl developers, and data scientists how to create a true self-service transformation platform through the use of dynamic SQL. Authors Rui Machado from Fraudio 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. With this book, you'll learn: Essentials of data modeling techniques and their role in analytics engineering, Essentials of creating and maintaining databases with SQL, How SQL can be used to deliver data analytics insights and reports, The main tools and architectures for building useful, functional data models, What dbt is and how a dbt project is structured, How dbt fits into the data engineering and analytics worlds, How to build tests for data transformations
- ISBN:
- 9781098142384
- 9781098142384
-
Category:
- Database programming
- Format:
- Paperback
- Publication Date:
-
16-01-2024
- Language:
- English
- Publisher:
- O'Reilly Media, Incorporated
- Country of origin:
- United States
- Dimensions (mm):
- 233x178x27mm
- Weight:
- 0.55kg
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