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7 Data Quality Metrics to Assess Your Data Health

Astera

To do so, they need data quality metrics relevant to their specific needs. Organizations use data quality metrics, also called data quality measurement metrics, to assess the different aspects, or dimensions, of data quality within a data system and measure the data quality against predefined standards and requirements.

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Guide to Data Warehouse: Concepts, Schemas and Benefits Explained

Astera

In the digital age, a data warehouse plays a crucial role in businesses across several industries. It provides a systematic way to collect and analyze large amounts of data from multiple sources, such as marketing, sales, finance databases, and web analytics. What is a Data Warehouse?

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Data Vault 101: Your Guide to Adaptable and Scalable Data Warehousing

Astera

Data vault is an emerging technology that enables transparent, agile, and flexible data architectures, making data-driven organizations always ready for evolving business needs. What is a Data Vault?  A data vault is a data modeling technique that enables you to build data warehouses for enterprise-scale analytics.

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Information Marts: Enabling Agile, Scalable, and Accurate BI

Astera

Businesses need scalable, agile, and accurate data to derive business intelligence (BI) and make informed decisions. Their data architecture should be able to handle growing data volumes and user demands, deliver insights swiftly and iteratively. The combination of data vault and information marts solves this problem.

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The Future of AI in Data Warehousing: Trends and Predictions 

Astera

Additionally, AI-powered data modeling can improve data accuracy and completeness. For instance, Walmart uses AI-powered smart data modeling techniques to optimize its data warehouse for specific use cases, such as supply chain management and customer analytics.

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Data Vault 2.0: What You Need to Know

Astera

With its foundation rooted in scalable hub-and-spoke architecture, Data Vault 1.0 provided a framework for traceable, auditable, and flexible data management in complex business environments. Building upon the strengths of its predecessor, Data Vault 2.0 Data Vault 2.0 Data Vault 2.0’s Data Vault 2.0:

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Single Source of Truth: What Is It and Why Is It Essential?

Astera

This is the key to unlocking the potential of this data, empowering businesses to make sense of it and make accurate business decisions. In this blog , you will find out what a single source of truth is, how it applies to enterprises, the implementation challenges, and the benefits it offers. What is a Single Source of Truth?