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Education

  • Education

    The Difference Between Analytics and Data Science

    by Sian February 16, 2026
    by Sian February 16, 2026

    “Analytics” and “data science” are often used as if they mean the same thing. They overlap, but they solve different problems. Analytics focuses on understanding and improving what is already …

  • Education

    MLOps: Continuous Integration for Models (CI/4M) — Testing the Whole ML System, Not Just the App

    by Sian January 1, 2026
    by Sian January 1, 2026

    Introduction: Why Traditional CI Is Not Enough for Machine Learning Continuous Integration (CI) is well established in software engineering. Teams merge code frequently, run automated tests, and catch defects early. …

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