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    NVIDIA DLI ???? ?? ?? ?? ?? ?? AI ??? ??

    2022? 1? 24?
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    NVIDIA Deep Learning Institute(DLI)?? ?? ??(anomaly detection)? AI ??????? ???? ?? ? ?? ??? ?? ?? ???? ?????.

    ?? ??? ????? ??? ???? ??? ??? ???? ???? ???????. ??? ???? ???? ?? ??? ????? ?? ?? ??? ??? ???? ????? ? ? ???? ??? ????.

    ?? ?? ???? ?? ??/???? ?? ?? ?? ??? ??? ???, ?? ????? ??? ???? ?? ????? ???? ??? ? ?? ???, ??? ??????? ????? ???? ???? ??? ? ?? ???? ?????.

    ?? ??? ???? ?? ??? ????? ??? ?? ?????. ???? ????? ?? ??? ?? ??? ??? ???, ?? ????? ?????. ? ??? IT? ????(DevOps) ???? ?? ??? ??? ??? ??? ? ?? ???? ????? ??. ???? ?? ?? ???? ?? ??? ??? ??????(KPI)? ??? ??? ??? ?? ???? ??? ?????.

    ?, ??? ??? ????? ?? ??? ???? ????? ??? ?? ???? ??? ???? ?? ??? ??? ???? ? ????.

    ?? ?? ????? ???

    ??? ??? ???? ???? ???? ?? ?? ?? ??? ???? ?? ???? ?????. ??? ????? ?? ???? ???? ??? ? ??? ??? ????? ???? ?? ???? ????? ?????. ?? ??? ??? ???? ?? ???? ????? ??? ??(Supervised Learning) ??? ??? ? ????. ???? ???? ?? ???? ??? ?? ??? ??? ??? ???? ???? ??(Unsupervised Learning)? ?????.

    DLI? ?? ??? AI ?????? ???? ??? ??(Supervised Learning)? ???? ??(Unsupervised Learning)? ??? ??? ?? ????. ??? XGBoost ??? ???? ???? ??? ??? KDD ???? ?? ?????? ?????. ?? ???? ?? ?? ???? ??? ???? ???? ??? ? ??? ???? ????? ????.

    ???? ??(Unsupervised Learning)?? ? ?? ???? ????. ?? ?????(autoencoder) ??????? ????? 2-???? ??? ??? ?? ??????(GAN)? ??? ???? ?? ????? ?? ??? ???? ????. ???? ? ???? ??? ???????.

    XGBoost ???

    XGBoost? ??? ??? ?? ???? ????? ???(gradient-boosting) ???????. ???? ?? ?? ?? ??? ??(Kaggle) ??? ???? ???? ??? ???? ??? ???? ??? ????. ????? ???? ???? ?? ??? ?? ??? ??? ?? XGBoost ??? ????(holdout) ?? ????? ?? ??? ???? ?? ????? ?????. ?? NVIDIA GPU? 1???? ??(binary) ???, 2???? ?? ??? ???? ??? ?? ?? ?? ??? ????? XGBoost? ?????.

    ????? ???

    ?? ?????? 2?? ???? ?????. ???? ??? ? ?? ??? ???? ???? ??? ???(latent representation)?? ?? ?? “???”???. ? ?? ??? ???? ???? ??? ??? ??? ?? ??? ???? ?????. ? ?? ?? ???? ??? ??? ?? ???? ??? ???? ?? ??? ??? ??? ???? ????? ?????. ?? ??? ??? ?? ???? ??? ???? ?? ??? ?? ????? ?? ???? ??? ??? ? ??? ??? ? ?? ???. ??? ???? ????? ???? ???? ?? ????? ?? ???? ???? ? ????. ?? ???? ?????? ???? ?? ???? ??? ??? ????? ????, ? ??? ???? ???? ???? ??? ?????.

    GAN ???

    ??? ?? ??????(GAN)? ?? ???? ??? ??? ???? 2?? ??????? ?????. ? ?? ??????? ‘???’? ??? ??? ???? ??? ?????? ??? ???? ??? ?? ??? ??? ???? ??? ?????. ? ?? ??????? ‘???’? ??? ?????? ??? ???? ??? ??? ???? ??? ???.

    ??? ??? ????? ???? ???? ??? ?? ??? ??? ???? ?? ???? ?? ???? ? ?? ???? ??? ???? ??? ???? ? ?? ???. ?? ??? ?? ???? ??? ????? ??? ??? ? ???? ?? ???? ?? ??? ???? ???, ???? ???? ??? ???? ??? ? ?? ???.

    ????? ??? ?? ??????? ???? ??? ??? ???? ??? ??? ??? ????? ???? ???? ?? ??? ?????. ??? ?? ??? ??, ???? ???? ???? ???? ??? ??? ?? ???? ???? ??? ?????.

    ? ????

    AI ?? ?? ??? ??? ???? ???? ??? ???? ??? ???? ???? ?????. ?? ??? ?? ??? ???? ?? ?? AI ????? ??? ????? ??? ? ??.

    ?? ??? ??? ???, ?? ???? ???? ??? ????? ??? ?? ???? ? ?? ??? ???? ???, NVIDIA DLI? ?? ??? AI ?????? ???? ?????. ?? ??? ???? ?????.

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    News | AI / Deep Learning | Education & Training | featured | GAN | XGBoost

    ??? ??

    Josh Wyatt ???
    Josh Wyatt is a seasoned software engineer, instructor, and curriculum developer who develops content for the NVIDIA Deep Learning Institute. Josh has helped to train thousands of developers, researchers, and data scientists all over the world to build GPU-accelerated applications in the fields of accelerated computing, data science, and deep learning. Josh has a Bachelor's Degree in Philosophy from St. Mary's College of California.
    Kevin McFall ???
    Kevin McFall, Ph.D., is a master instructor for the NVIDIA Deep Learning Institute. He is trained as a mechanical engineer with degrees from Virginia Tech, MIT, and Georgia Tech. However, a research position in a Computer Engineering department inspired him to shift focus to AI. He since built an academic career exploring topics in machine learning, computer vision, and robotics. Now at NVIDIA, he leverages this background to deliver DLI workshops across a wide spectrum of deep learning technologies.

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