“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
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Education
MLOps: Continuous Integration for Models (CI/4M) — Testing the Whole ML System, Not Just the App
by Sianby SianIntroduction: 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. …