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  1. Five Essential Data Architecture Principles - Dataversity

    Jul 20, 2022 · Data Architecture principles are a set of policies that govern the enterprise data framework with its operating rules for collecting, integrating, using, and managing data assets.

  2. Modern Data Architecture Principles | IBM

    Oct 20, 2025 · Discover 10 principles to build a modern, scalable data architecture that unifies data and fuels intelligence.

  3. What is Data Architecture? Types, Components & Principles

    Dec 3, 2024 · Discover what data architecture is and why it’s essential for modern organizations. Learn about types, principles, and strategies in this 2025 guide.

  4. 6 Modern Data Architecture Principles: A Fast-Track Guide

    Mar 4, 2025 · Modern data architecture offers a dynamic framework for scalability and secure data governance to meet such high demands. In this article, we'll through its key principles and how …

  5. 9 Data Architecture Principles You Should Know - Airbyte

    Oct 31, 2025 · Explore the nine fundamental principles of data architecture that are necessary for efficient data management.

  6. 7 Modern Data Architecture Principles - AtScale

    Oct 21, 2025 · No matter what part of the data world you work in — whether you’re managing systems, crunching numbers, developing strategies, or tracking results — these seven …

  7. 10 Principles of Data Architecture - IEEE Computer Society

    An essential guide to the principles of data architecture and how to put them into practice to keep your data tidy and easily accessible.

  8. 5 Principles of a Well-Designed Data Architecture - TechTarget

    Jul 20, 2021 · Here are five core data architecture principles to help organizations build a modern architecture that successfully meets their data management and analytics needs.

  9. Data Architecture: Principles, Types, and Best Practices

    Aug 21, 2025 · At its foundation, data architecture serves as the blueprint for how an organization collects, stores, manages, and utilizes its data. It ensures seamless information flow, …

  10. What Is Data Architecture? Components, Principles & Examples

    Jun 19, 2025 · Data architecture is the structure and organization of how you acquire data, store it, and manage it, and ultimately how your systems access and use it. Data architecture …