How to Create Data Vault Hubs Data Vault modeling is a modern approach to data warehousing, providing scalability, flexibility, and adaptability to changing business needs. One of the essential componentsโฆ
Null Business Keys Data Vault is a methodology used for modeling data in large-scale data warehouse environments. Itโs designed to handle rapidly changing data and easily scalable. One of theโฆ
Modeling Project Tasks and Actions In the world of Data Vault, creating effective data models to capture project tasks and actions is a crucial part of building scalable, efficient, andโฆ
Introduction dbt Labs has recently acquired SDF, a company known for its cutting-edge SQL comprehension technology. This acquisition brings several key benefits, including: Faster dbt project compilation Improved developer experienceโฆ
What Is the Unit of Work? The Unit of Work is a fundamental concept in Data Vault modeling. It refers to the idea of capturing all the related business keysโฆ
Understanding Data Vault on Wide Tables Storing data as wide tables in a data lake while applying a logical Data Vault layer using views presents unique challenges. The goal isโฆ
How Coalesce Manages Column Propagation Change is inevitable in data management. Whether you like it or not, IT table structures evolve due to various reasons. When these changes occur, theyโฆ
Investing in Data Warehousing Data warehousing is a crucial step for businesses looking to manage, integrate, and analyze large volumes of data efficiently. But at what point should a companyโฆ
What is a Business Glossary? A Business Glossary is a structured collection of business terms with clear definitions, ensuring consistency and accuracy across an organization. It serves as a singleโฆ
PII Business Keys In modern data architecture, handling Personally Identifiable Information (PII) is a crucial aspect of maintaining data privacy and integrity. One common challenge in Data Vault modeling isโฆ
What is a Microbatch? Microbatch is an innovative incremental strategy designed for large time-series datasets. Introduced in dbt Core version 1.9 (currently in beta), it complements existing incremental strategies byโฆ
Understanding Effectivity Satellites in Data Vault Effectivity satellites play a crucial role in Data Vault modeling by tracking changes and deletions in source systems. In this article, weโll explore whenโฆ
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