Data Science – NVIDIA Technical Blog
http://www.open-lab.net/ko-kr/blog
Tue, 01 Jul 2025 04:30:55 +0000
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http://www.open-lab.net/ko-kr/blog/boost-embedding-model-accuracy-for-custom-information-retrieval/
Tue, 01 Jul 2025 04:30:52 +0000
http://www.open-lab.net/ko-kr/blog/?p=3911
Reading Time: 5 minutes ??? ?? ???(?? ??, ?? ??, ?? ??? ??? ??? ?? ?? ?)? ?? ??, ?? ??? ???? ??? ?? ??? ??? ????? ? ?? ?????. ???? ?? ??? ?? ??? ???? ???? ??? ??? ???? ??? ??? ????. ??? AI ??? ?? ?? ???? Coxwave Align? NVIDIA NeMo Curator? ??? ???? ??? ?? ????? … Continued]]>
Reading Time: 5 minutes ??? ?? ???(?? ??, ?? ??, ?? ??? ??? ??? ?? ?? ?)? ?? ??, ?? ??? ???? ??? ?? ??? ??? ????? ? ?? ?????. ???? ?? ??? ?? ??? ???? ???? ??? ??? ???? ??? ??? ????. ??? AI ??? ?? ?? ???? Coxwave Align? NVIDIA NeMo Curator? ??? ???? ??? ?? ????? ???, ?? ???? ??? ??? Fine-tuning?? ????. ? ??? ??? ?? ? ?? ???? ???, ?? ??? ???? ????? ?? ???? ? ?? ??? ???????.
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GPU? ??? ????? ??? ?? ?? ?????
http://www.open-lab.net/ko-kr/blog/accelerating-apache-parquet-scans-on-apache-spark-with-gpus/
Wed, 09 Apr 2025 11:10:12 +0000
http://www.open-lab.net/ko-kr/blog/?p=3681
Reading Time: 5 minutes ?? ??? ???? ??? ??? ??? ?? ??? ??(Apache Parquet)? ??? ??? ?? ?? ???? ?? ?????. ??? ??? ???? ???? ??? ??? ?? ??? ??? ???? ?????. ?? ?? ? ??? ???? ???? ??? ?? ??? ?? ???? ?? ??? ??? ?? ?? ? ?? ??? ?? ? ??? ???? ???. ??? ???? ??? … Continued]]>
Reading Time: 5 minutes ?? ??? ???? ??? ??? ??? ?? ??? ??(Apache Parquet)? ??? ??? ?? ?? ???? ?? ?????. ??? ??? ???? ???? ??? ??? ?? ??? ??? ???? ?????. ?? ?? ? ??? ???? ???? ??? ?? ??? ?? ???? ?? ??? ??? ?? ?? ? ?? ??? ?? ? ??? ???? ???. ??? ???? ??? ????? ?? ?? ?????, ?? ??? ??? ?????? ?? ???? ????. cuDF? ???? ??? ??? ???? RAPIDS ???? GPU?? ???? ???? ???? ?? ?? ?? ??? ???? ??? ?????.
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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 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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?? ??? CUDA ??
http://www.open-lab.net/ko-kr/blog/even-easier-introduction-cuda/
Fri, 06 Sep 2024 05:19:59 +0000
http://www.open-lab.net/ko-kr/blog/?p=3070
Reading Time: 8 minutes ? ???? NVIDIA? ?? ?? ??? ????? ????? ??? CUDA? ?? ?? ??? ?????. 2013?? CUDA? ?? ?? ???? ?? ???? ???? ?? ??? ???? CUDA ?????? ? ???? GPU? ?? ???? ??? ????? (??? ? ??) ??? ?????. CUDA C++? CUDA? ??? ?? ??????? ?? ? ?? ?? ? ?????. ??? C++ ????? ??? … Continued]]>
Reading Time: 8 minutes ? ???? NVIDIA? ?? ?? ??? ????? ????? ??? CUDA? ?? ?? ??? ?????. 2013?? CUDA? ?? ?? ???? ?? ???? ???? ?? ??? ???? CUDA ?????? ? ???? GPU? ?? ???? ??? ????? (??? ? ??) ??? ?????. CUDA C++? CUDA? ??? ?? ??????? ?? ? ?? ?? ? ?????. ??? C++ ????? ??? ???? GPU?? ???? ?? ?? ?? ???? ???? ??? ????? ??? ? ????. ?? ???? ??? ???? ?? ? ???? ?? ???? ??????? ??????, ???? ? ???? ???…
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Cyborg ? RAPIDS cuVS? ?? ??? ??? ??
http://www.open-lab.net/ko-kr/blog/bringing-confidentiality-to-vector-search-with-cyborg-and-rapids-cuvs/
http://www.open-lab.net/ko-kr/blog/bringing-confidentiality-to-vector-search-with-cyborg-and-rapids-cuvs/#respond
Fri, 16 Aug 2024 07:29:03 +0000
http://www.open-lab.net/ko-kr/blog/?p=3005
Reading Time: 5 minutes ??? AI ??? ?? ??????? ??? ???? ????? ???? ???? ? ???? ? ? ?? ??? ?????. ??? ?? ??????? ????? ?? ??????? ??? ??, ?? ??, ?? ??? ? ??? ??? ?????. ??? ???????? ??? ?? ??? ???? ?? ??? ??? ?? ???? ??? ???? ?? ????? ?????. ? ??? ??? ???? ?? Cyborg? … Continued]]>
Reading Time: 5 minutes ??? AI ??? ?? ??????? ??? ???? ????? ???? ???? ? ???? ? ? ?? ??? ?????. ??? ?? ??????? ????? ?? ??????? ??? ??, ?? ??, ?? ??? ? ??? ??? ?????. ??? ???????? ??? ?? ??? ???? ?? ??? ??? ?? ???? ??? ???? ?? ????? ?????. ? ??? ??? ???? ?? Cyborg? ??? ?????? ?? ??? ????? ?? ?? ??? RAPIDS cuVS ?????? ???? ?? ??????? ??? ???? ?? NVIDIA? ???? ????. ? ??? ??? Cyborg? ???? ??…
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http://www.open-lab.net/ko-kr/blog/bringing-confidentiality-to-vector-search-with-cyborg-and-rapids-cuvs/feed/
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??? AI ?? ??? ?? ???? ?? ???????? ???? NVIDIA NIM
http://www.open-lab.net/ko-kr/blog/nvidia-nim-offers-optimized-inference-microservices-for-deploying-ai-models-at-scale/
http://www.open-lab.net/ko-kr/blog/nvidia-nim-offers-optimized-inference-microservices-for-deploying-ai-models-at-scale/#respond
Fri, 22 Mar 2024 01:34:13 +0000
http://www.open-lab.net/ko-kr/blog/?p=2520
Reading Time: 4 minutes ??? AI ??? ??? ?????. 2022? OpenAI? ChatGPT ??? ??? ? ??? ??? ? ? ?? 1? ? ??? ???? ?????, ?? ?? ???? ?? ??? ??????. 2023??? ????? Meta, Mistral, Stability ?? API? ?? ?? ???? ??? ???? POC? ??????. 2024?? ????? ???? AI ??? ?? ?????? ???? ????, ??? ?? ??? ???, ??, … Continued]]>
Reading Time: 4 minutes ??? AI ??? ??? ?????. 2022? OpenAI? ChatGPT ??? ??? ? ??? ??? ? ? ?? 1? ? ??? ???? ?????, ?? ?? ???? ?? ??? ??????. 2023??? ????? Meta, Mistral, Stability ?? API? ?? ?? ???? ??? ???? POC? ??????. 2024?? ????? ???? AI ??? ?? ?????? ???? ????, ??? ?? ??? ???, ??, ????, ?? ?? ????? ? ???? ???? ??? ??? ??? ????. ?????? ?? ? ??? ???? ??? ?? ????, ?? ???? ?? ?? ??…
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2520
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MONAI ? RAPIDS? ?? ??? ?? ???? ??? ??
http://www.open-lab.net/ko-kr/blog/whole-slide-image-analysis-in-real-time-with-monai-and-rapids/
http://www.open-lab.net/ko-kr/blog/whole-slide-image-analysis-in-real-time-with-monai-and-rapids/#respond
Wed, 19 Jul 2023 21:52:18 +0000
http://www.open-lab.net/ko-kr/blog/?p=1792
Reading Time: 6 minutes ??? ?? ???? ???? ??? ???? ?????. ?? ????? ????? 40??? ???? ???? ???? ?????. ??? ?? ?? ??? ????? 1~2GB? ?? ? ???, ? ?? ??? ???? ??, ??, ????, ??? ??? ?????. ???? ?? ???? ???? ?? ???? ??? ??? ?? ?? ??? ???? ?????. ?? ???? ????? ???? ? ??? ?? ?? … Continued]]>
Reading Time: 6 minutes ??? ?? ???? ???? ??? ???? ?????. ?? ????? ????? 40??? ???? ???? ???? ?????. ??? ?? ?? ??? ????? 1~2GB? ?? ? ???, ? ?? ??? ???? ??, ??, ????, ??? ??? ?????. ???? ?? ???? ???? ?? ???? ??? ??? ?? ?? ??? ???? ?????. ?? ???? ????? ???? ? ??? ?? ?? ????? ??? ???? ?? ??? ? ????. ?? ?? ???? ?? ????? ?????. ??? ???? ???? ?? ??? ????? ????? ?? ???? ??? ?? ??? ???? ??? ?????.
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