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  1. Data Modeling: A Comprehensive Guide for Analysts

    Apr 15, 2025 · Data modelling is a fundamental component that facilitates the organisation, structuring, and interpretation of complicated datasets by analysts. In this tutorial we'll dive into …

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  2. Data Modeling Explained: Techniques, Examples, and Best

    Feb 19, 2025 · Whether you're designing a database from scratch or refining an existing system, understanding data modeling is key to making data work for you. In this post, we’ll explore …

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  3. How to Speak Data in Plain English - OpenDataScience.com

    Dec 28, 2020 · Takeaway on how to speak data: Don’t drown a non-technical audience in data or process. Give your most compelling 2–3 findings or reasons for action and provide backup …

  4. Trying to explain data modeling to non-technical stakeholders?

    Oct 12, 2024 · Here are some effective strategies: Use analogies: Compare data models to familiar objects like maps or blueprints to make abstract ideas more concrete. Visual aids: …

  5. How to Explain Your ML Models? - Medium

    Sep 10, 2020 · In this post, we will get hands-on experience in explaining an ML model using a couple of approaches. By the end of it, you will have a good grasp of some fundamental ways …

  6. Data Modeling Concepts for Beginners - DATAVERSITY

    Jan 23, 2025 · Data modeling proves its value by its processes of discovering, analyzing, and scoping company-wide data requirements. It results in clear definitions and knowledge about …

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  7. How to Speak Data in Plain English | by Jordan Bean - Medium

    Dec 8, 2020 · Takeaway: Don’t drown a non-technical audience in data or process. Give your most compelling 2–3 findings or reasons for action and provide backup data as its requested. …

  8. 7 Tips for Data Scientists to Explain Technical Concepts to

    Apr 29, 2024 · Use simple language: Avoid jargon and technical terms. If you must use them, provide clear, concise definitions. Provide examples: Concrete examples can illuminate …

  9. Understanding Data Modeling and types of data models - Agile Data

    Apr 26, 2024 · Data modeling adds clarity and a unified language to data work and analysis by creating blueprints that help understand data structures and connections. In this article, I make …

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  10. Data Modeling Explained in 10 Minutes or Less - Credera

    Aug 20, 2018 · Data modeling occurs at three levels—physical, logical, and conceptual. A physical model is a schema or framework for how data is physically stored in a database. A …

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