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The Problem Our question comes from a project where the source system occasionally delivers new columns for existing tables. When these columns are added to a satellite, the hash difference…
Read MoreUnlocking Analytics with Semantic Models and Metrics A semantic model is a layer of abstraction that defines business-friendly terms and metrics on top of raw or transformed data. It bridges…
Read MoreHow does Data Vault add value when we have the Delta Lake? In the world of modern data management, businesses often find themselves navigating a maze of tools, architectures, and…
Read MoreMastering Semi-Structured Data: Key Approaches and Best Practices Semi-structured data, such as JSON, is increasingly common in modern data ecosystems. But how should you store and handle it? Should you…
Read MoreDomain Management Within Salesforce Account Engagement In this video guide, we explore the essential components of domain management within Salesforce Account Engagement, highlighting their critical roles and why they are…
Read MoreCustom Node Types in Coalesce: Unlocking Flexibility and Reusability Nodes are the foundational building blocks in Coalesce, serving as database objects like tables or views. Each node belongs to a…
Read MoreUnderstanding Status Tracking Satellites in Data Vault The integration of Change Data Capture (CDC) data into multi-active satellites and status tracking satellites is a nuanced topic. In a previous session,…
Read MoreKey Factors for Data Vault Automation We are excited to announce an upcoming webinar, "Key Factors for Data Vault Automation," where you'll gain valuable insights into leveraging automation to optimize…
Read MoreThe Need for a Data Warehouse In today’s rapidly evolving digital landscape, businesses generate and collect vast amounts of data. However, data alone isn’t enough to ensure success—it’s about how…
Read MoreExpanding Agile Practices and Embracing Data Governance for Modern Organizations Why change a running system? In a rapidly evolving digital landscape, embracing new methodologies and exploring broader perspectives becomes essential.…
Read MoreFederate Multiple Sets of Non-Historized Data Welcome to another edition of Data Vault Friday! In this session, we’ll address an interesting question: how to integrate a second system into an…
Read MoreSnapshots in dbt: A Quick Overview dbt snapshots allow you to "look back" at historical data by capturing changes in your database tables. This is achieved by implementing type-2 Slowly…
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