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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 - Atlan

    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. 9 Data Architecture Principles You Should Know - Airbyte

    Oct 31, 2025 · Let’s examine the nine data architecture principles that can help transform how you handle and analyze data for more efficient processes. Modern data architecture principles are crucial …

  5. 9 Core Principles of Good Data Architecture for Backend ... - Medium

    Jul 9, 2025 · Today, I want to bridge that gap by exploring 9 fundamental principles of good data architecture, as found in books like “Fundamentals of Data Engineering.” We’ll see how these …

  6. 5 Principles of a Well-Designed Data Architecture - TechTarget

    Jul 20, 2021 · Here are five data architecture principles to keep in mind. 1. Storage is a commodity but still a consideration. Not very long ago, data storage was expensive. So much so that defining …

  7. Understanding Data Architecture Principles and Frameworks

    Data architecture is built upon clear principles and proven frameworks that guide how information is organized, managed, and transformed into business value. These principles and frameworks form …

  8. 6 Modern Data Architecture Principles: A Fast-Track Guide

    Mar 4, 2025 · Following are the six main principles of modern data architecture that address the complexities of data management. Poor data gives inaccurate insights, and as a result, we end up …

  9. 7 Modern Data Architecture Principles - AtScale

    Oct 21, 2025 · So, I’ve come to think of the following list as the fundamental principles of modern data analytics architecture.

  10. 10 Principles of Data Architecture - IEEE Computer Society

    Jun 22, 2022 · Data architecture can be described as how an entity organizes its data. There are three aspects to this: How is the data stored? How is the data processed? How is the data used? We will …