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    Machine Learning

    Machine learning is the foundational technology enabling systems to learn from data and improve performance without explicit programming.

    • ML is becoming ubiquitous infrastructure, embedded in virtually every software category from databases to security to productivity tools.
    • AutoML and MLOps are democratizing model development and deployment, enabling organizations to scale AI initiatives efficiently.
    • The focus is shifting from model accuracy to real-world performance, with emphasis on robustness, fairness, and deployment efficiency.

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