Data Science – NVIDIA Technical Blog http://www.open-lab.net/ko-kr/blog Fri, 18 Apr 2025 04:43:18 +0000 ko-KR hourly 1 ???? ?? ???? ???? NVIDIA Llama Nemotron Ultra ?? ?? http://www.open-lab.net/ko-kr/blog/nvidia-llama-nemotron-ultra-open-model-delivers-groundbreaking-reasoning-accuracy/ Fri, 18 Apr 2025 04:43:14 +0000 http://www.open-lab.net/ko-kr/blog/?p=3698 Reading Time: 5 minutes AI? ?? ???? ??? ?? ??? ??, ??? ??? ?? ??, ?? ???? ??? ???? ??? ? ?? ??? ???? ????. ??, ?? ???, ?? ? ??? ???? ???? ??? ???? ??. NVIDIA? ??? ??? Llama Nemotron Ultra ?? ??? ?? ?? ?????. ? ??? ???? ?? ???? ??? ?? ?? ?? ?????? ?? ??? … Continued]]> Reading Time: 5 minutes AI? ?? ???? ??? ?? ??? ??, ??? ??? ?? ??, ?? ???? ??? ???? ??? ? ?? ??? ???? ????. ??, ?? ???, ?? ? ??? ???? ???? ??? ???? ??. NVIDIA? ??? ??? Llama Nemotron Ultra ?? ??? ?? ?? ?????. ? ??? ???? ?? ???? ??? ?? ?? ?? ?????? ?? ??? ???? ????, ?? ???? ?? ??????. Hugging Face?? ??? ???, ?? ???? ?? ???? ??, ?? ?? ??, ?? ??, ???? ????? ? ??? AI ?? ??? ?? ??? ? ????.

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?? ?? ?? NVIDIA cuML? scikit-learn ????? http://www.open-lab.net/ko-kr/blog/nvidia-cuml-brings-zero-code-change-acceleration-to-scikit-learn/ Wed, 09 Apr 2025 07:37:25 +0000 http://www.open-lab.net/ko-kr/blog/?p=3667 Reading Time: 5 minutes ???? ???? ?? ?? ??? scikit-learn ?????? ??? API? ??? ????, pandas, NumPy ?? ?? ?? ??? ??????? ????? ???? ??? ??? ?????. ?? NVIDIA cuML? ?? ??????? ?? ?? ?? scikit-learn API? Python ?????? ??? ????? NVIDIA GPU? CUDA ??? ??? ? ????, NVIDIA cuML 25.02 ????? ?? ?? ?? scikit-learn ????? ????? ??? … Continued]]> Reading Time: 5 minutes ???? ???? ?? ?? ??? scikit-learn ?????? ??? API? ??? ????, pandas, NumPy ?? ?? ?? ??? ??????? ????? ???? ??? ??? ?????. ?? NVIDIA cuML? ?? ??????? ?? ?? ?? scikit-learn API? Python ?????? ??? ????? NVIDIA GPU? CUDA ??? ??? ? ????, NVIDIA cuML 25.02 ????? ?? ?? ?? scikit-learn ????? ????? ??? ?? ??? ?????. 2019? ?? ??? NVIDIA cuML? Python ????? ?? CUDA ?? GPU ?????…

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??? ????? ?? GPU ?? ???? http://www.open-lab.net/ko-kr/blog/get-started-with-gpu-acceleration-for-data-science/ Tue, 08 Apr 2025 04:41:21 +0000 http://www.open-lab.net/ko-kr/blog/?p=3651 Reading Time: 5 minutes ??? ???? ???? ?? ???? ?? ? ????, ????? ?? ??? ??? ???? ? ?? ???? ?????. GPU ???? ?? ?????? ???? ??? ????, ??? ?? ??? ???? ????. RAPIDS? ???? ?? ???? GPU? ???? ??? ???? ?????? ?????? ??? NVIDIA?? ??? ?? ?? ??????? ????? ??????. ??? ??? ?? cuDF, ?? ??? ?? cuML, … Continued]]> Reading Time: 5 minutes ??? ???? ???? ?? ???? ?? ? ????, ????? ?? ??? ??? ???? ? ?? ???? ?????. GPU ???? ?? ?????? ???? ??? ????, ??? ?? ??? ???? ????. RAPIDS? ???? ?? ???? GPU? ???? ??? ???? ?????? ?????? ??? NVIDIA?? ??? ?? ?? ??????? ????? ??????. ??? ??? ?? cuDF, ?? ??? ?? cuML, ??? ??? ?? cuGraph? ?? ??? ???? RAPIDS? ?? Python ?????? ???? ??? ? ?? ??? ??????? ? ??? ????? ??? ? ???…

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NVIDIA cuDF? ???? JSON Lines? pandas?? 100? ? ??? ?? http://www.open-lab.net/ko-kr/blog/json-lines-reading-with-pandas-100x-faster-using-nvidia-cudf/ Fri, 28 Feb 2025 07:44:19 +0000 http://www.open-lab.net/ko-kr/blog/?p=3541 Reading Time: 6 minutes JSON? ??? ?? ?? ?? ??? ??? ?? ??? ?? ???? ????, ?? ? ?????? ? ?? ?? ??(LLM)? ?? ?????. JSON ??? ??? ?? ? ???, ??? ???? ? ??? ????? ??? ?????? ?????. JSON ???? ??? ??? ?? ???? ???? ?? ? ???? ??? JSON Lines(NDJSON???? ?)? ??? ??? ??? ????. JSON Lines … Continued]]> Reading Time: 6 minutes JSON? ??? ?? ?? ?? ??? ??? ?? ??? ?? ???? ????, ?? ? ?????? ? ?? ?? ??(LLM)? ?? ?????. JSON ??? ??? ?? ? ???, ??? ???? ? ??? ????? ??? ?????? ?????. JSON ???? ??? ??? ?? ???? ???? ?? ? ???? ??? JSON Lines(NDJSON???? ?)? ??? ??? ??? ????. JSON Lines ???? DataFrame?? ?? ??? ?? ??? ???? ?? ? ? ?? ? ?????. ? ?????? ?? ?????? ???? JSON Lines ???? DataFrame?? ????…

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?? ?? ??? ??? ???? ???? http://www.open-lab.net/ko-kr/blog/spinal-health-diagnostics-gets-deep-learning-automation/ Fri, 24 Jan 2025 04:24:52 +0000 http://www.open-lab.net/ko-kr/blog/?p=3452 Reading Time: 3 minutes ? ??? ??? ??? ?? ???? ??? ????? ?? ??? ??? ?? ?? ??? ??? ? ????. ??? ??? ??? ? ?? ? ??? ??? ??? ???? ?? ??? ??? ?? ????? ?? ???? ?? ?? ?? ??? ?? ??? ???? ? ??? ? ??? ?????. “?? ?? ??? ??? ????? ?????, ?? ??? ??? … Continued]]> Reading Time: 3 minutes ? ??? ??? ??? ?? ???? ??? ????? ?? ??? ??? ?? ?? ??? ??? ? ????. ??? ??? ??? ? ?? ? ??? ??? ??? ???? ?? ??? ??? ?? ????? ?? ???? ?? ?? ?? ??? ?? ??? ???? ? ??? ? ??? ?????. “?? ?? ??? ??? ????? ?????, ?? ??? ??? ???? ?? ??? ???? ????. ???? ??? ???? ??? ?? ??? ??? ? ?? ?? ??? ? ? ???? ? ???? ??? ? ????. AI ?? ?? ??? ?? ???? ???? ??? ???? ?? ? ????.”?? ??? ?? ????…

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NVIDIA RAPIDS 24.10: ?? ?? ?? ???? NetworkX, UMAP ? cuDF-Pandas ???? ?? http://www.open-lab.net/ko-kr/blog/nvidia-rapids-24-10-introduces-accelerated-networkx-with-zero-code-change-updates-for-umap-and-cudf-pandas/ Wed, 11 Dec 2024 05:23:06 +0000 http://www.open-lab.net/ko-kr/blog/?p=3365 Reading Time: 5 minutes RAPIDS v24.10 ??? ??? ???? ????? ?? ???? ????, ?? ??? ??? ??? ?? ? ?? ??????. ? ??? ?????? ??? ?? ??? ??? ?? ????? ????: ?? ?? ?? ???? NetworkX NetworkX ???? ???? cuGraph? NetworkX 3.4?? v24.10 ????? GA? ?????. ?? ???? GPU ?? ??? ??, ??? ??? ??, ??? ??? ???? ?? … Continued]]> Reading Time: 5 minutes RAPIDS v24.10 ??? ??? ???? ????? ?? ???? ????, ?? ??? ??? ??? ?? ? ?? ??????. ? ??? ?????? ??? ?? ??? ??? ?? ????? ????: NetworkX ???? ???? cuGraph? NetworkX 3.4?? v24.10 ????? GA? ?????. ?? ???? GPU ?? ??? ??, ??? ??? ??, ??? ??? ???? ?? ???????. ??? ?? ???? NetworkX ????? ??? ??? ???, ?? CPU? GPU ?? ???? ??? ??? ? ?? ??? ??? ??????? ?????.

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?? ?? ??? ??? ???? ??? AI ?? http://www.open-lab.net/ko-kr/blog/deep-learning-ai-model-identifies-breast-cancer-spread-without-surgery/ Fri, 08 Nov 2024 00:32:40 +0000 http://www.open-lab.net/ko-kr/blog/?p=3221 Reading Time: 3 minutes ??? ??? ??? ???? ?? ???? ??? ?? ??? ??? ? ??? ???? ?? ? ????. ?????? ?????? ??? ??? ???? ??? ? AI ??? ??? MRI? ?? ???? ???? ??? ?????? ??? ?? ?? ??? ??? ???? ??? ?????. ??? ??? ?? ?????? ??? ? ??? ??? ?? ??? ???? ??? ??? ?? ??? … Continued]]> Reading Time: 3 minutes ??? ??? ??? ???? ?? ???? ??? ?? ??? ??? ? ??? ???? ?? ? ????. ?????? ?????? ??? ??? ???? ??? ? AI ??? ??? MRI? ?? ???? ???? ??? ?????? ??? ?? ?? ??? ??? ???? ??? ?????. ??? ??? ?? ?????? ??? ? ??? ??? ?? ??? ???? ??? ??? ?? ??? ???? ? ??? ? ? ????. ??? ???? ??? ?? ??? ???? ?????. ???? ?? ??? ??? ?? ?? 3? ? 1?? ??? ????? ?????. ??? ??? ???? ???? ??? ??? ??? ??? ???…

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NVIDIA NeMo Curator? ??? Zyda-2 ?? 5T ?? ??? ??? ??? ?? LLM ???? http://www.open-lab.net/ko-kr/blog/train-highly-accurate-llms-with-the-zyda-2-open-5t-token-dataset-processed-with-nvidia-nemo-curator/ Fri, 25 Oct 2024 06:16:33 +0000 http://www.open-lab.net/ko-kr/blog/?p=3170 Reading Time: 3 minutes ?? ?? ??? ??? ??? ???? ?? ???? ?? ????? ???? ????? ??? ??? AI ??? ??? ? ?? ?? ??? ?????. ???? ??? ??? ???? ???? ? ??? ??? ??? ?? ?? ???? ?????? ???? ????? ???? ??? ??? ??? ? ??? ???? AI? ?? ??? ?????. Zyphra? ??? ????? ?? ??? ??? ???? … Continued]]> Reading Time: 3 minutes ?? ?? ??? ??? ??? ???? ?? ???? ?? ????? ???? ????? ??? ??? AI ??? ??? ? ?? ?? ??? ?????. ???? ??? ??? ???? ???? ? ??? ??? ??? ?? ?? ???? ?????? ???? ????? ???? ??? ??? ??? ? ??? ???? AI? ?? ??? ?????. Zyphra? ??? ????? ?? ??? ??? ???? ??? ??? ?? ??? ??? ????? AI ???? ? ?? ??? ? ??? ???. ??? ??? ???? ?? Zyphra ?? NVIDIA NeMo Curator ?? ??? ???? Zyda-1? 5? ??? 5T…

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NetworkX, NVIDIA cuGraph? ??? ?? ?? ?? ??? ?? http://www.open-lab.net/ko-kr/blog/networkx-introduces-zero-code-change-acceleration-using-nvidia-cugraph/ Wed, 23 Oct 2024 04:45:56 +0000 http://www.open-lab.net/ko-kr/blog/?p=3158 Reading Time: 5 minutes NVIDIA cuGraph? ???? NetworkX? NetworkX ?? ?? ??? ?? ??? ??????. NVIDIA cuGraph? PageRank, Louvain, Betweenness Centrality? ?? ?? ?? ??? ????? ?? GPU ??? ?????. ????? ??? ??? ?? CPU? NetworkX?? ?? 50?, ??? 500??? NetworkX ?????? ?? ???? ? ????. ? ?????? NetworkX? cuGraph ??? ??? ??? ???? ?? ??? ??? ?????. ?? … Continued]]> Reading Time: 5 minutes NVIDIA cuGraph? ???? NetworkX? NetworkX ?? ?? ??? ?? ??? ??????. NVIDIA cuGraph? PageRank, Louvain, Betweenness Centrality? ?? ?? ?? ??? ????? ?? GPU ??? ?????. ????? ??? ??? ?? CPU? NetworkX?? ?? 50?, ??? 500??? NetworkX ?????? ?? ???? ? ????. ? ?????? NetworkX? cuGraph ??? ??? ??? ???? ?? ??? ??? ?????. ?? NetworkX? cuGraph ???? ???? ??? ?? ?????? ??? ???…

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NVIDIA CUDA-X, ?? Polars ??? ?? ????? ??? http://www.open-lab.net/ko-kr/blog/nvidia-cuda-x-now-accelerates-the-polars-data-processing-library/ http://www.open-lab.net/ko-kr/blog/nvidia-cuda-x-now-accelerates-the-polars-data-processing-library/#respond Wed, 16 Oct 2024 04:25:10 +0000 http://www.open-lab.net/ko-kr/blog/?p=3146 Reading Time: 2 minutes ?? ??? ???? ?? ??? ?? ?? ? ??? Polars? ?? ???? ? 900? ?? ??????. ?? ??? ??? ??????, ??? ????? ??? ?? ??? ???? ????? ??? ?? ?? ???? ?? ??? ??? ????? ??? ? ??? ???????. ???? ??? ?? ?? ?? ???? ? ?? ?? ???? ??? ???? ?? ?? ?? ??? … Continued]]> Reading Time: 2 minutes ?? ??? ???? ?? ??? ?? ?? ? ??? Polars? ?? ???? ? 900? ?? ??????. ?? ??? ??? ??????, ??? ????? ??? ?? ??? ???? ????? ??? ?? ?? ???? ?? ??? ??? ????? ??? ? ??? ???????. ???? ??? ?? ?? ?? ???? ? ?? ?? ???? ??? ???? ?? ?? ?? ??? ????? ??? ??? ??? ??? ????? ? ?? ??? ??????. Polars? NVIDIA ?????? ?? ?? ??? ???? Polars ????? ???? ???? ???? RAPIDS cuDF ??? Polars GPU…

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