{"id":2063,"date":"2024-12-31T14:26:06","date_gmt":"2024-12-31T06:26:06","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=2063"},"modified":"2024-12-31T14:26:06","modified_gmt":"2024-12-31T06:26:06","slug":"ajj","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ko\/\uc5d0\uc774\uc81c\uc774\/","title":{"rendered":"Amazon SageMaker \uc18c\uac1c"},"content":{"rendered":"<p>Amazon SageMaker\ub294 Amazon Web Services(AWS)\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ud3ec\uad04\uc801\uc778 \uba38\uc2e0 \ub7ec\ub2dd(ML) \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uac00 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \uc2e0\uc18d\ud558\uac8c \uad6c\ucd95, \ud559\uc2b5, \ubc30\ud3ec \ubc0f \uad00\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. SageMaker\ub294 \ub370\uc774\ud130 \uc900\ube44\ubd80\ud130 \ubaa8\ub378 \ud559\uc2b5, \ud29c\ub2dd, \ubc30\ud3ec\uae4c\uc9c0 \uc804\uccb4 \uae30\ub2a5 \uc138\ud2b8\ub97c \ud1b5\ud569\ud558\uc5ec \uba38\uc2e0 \ub7ec\ub2dd \ud504\ub85c\uc138\uc2a4\ub97c \ub2e8\uc21c\ud654\ud558\uace0 AI \uc194\ub8e8\uc158\uc758 \uac1c\ubc1c \uc8fc\uae30\ub97c \uac00\uc18d\ud654\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. \ucd08\ubcf4\uc790\ub4e0 \uc219\ub828\ub41c \uc804\ubb38\uac00\ub4e0, SageMaker\ub294 \ub2e4\uc591\ud55c \uae30\uc220 \uc218\uc900\uc5d0 \ub9de\ub294 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>SageMaker\uc758 \ud575\uc2ec \uae30\ub2a5<\/strong><\/h3>\n<h4>1.<strong>\ub370\uc774\ud130 \uc900\ube44 \ubc0f \ucc98\ub9ac<\/strong><\/h4>\n<p>\ub370\uc774\ud130 \uc804\ucc98\ub9ac\ub294 \uba38\uc2e0 \ub7ec\ub2dd\uc5d0\uc11c \uc911\uc694\ud55c \ub2e8\uacc4\uc785\ub2c8\ub2e4. SageMaker\ub294 \uc0ac\uc6a9\uc790\uac00 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uace0 \uc815\ub9ac\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>SageMaker \ub370\uc774\ud130 \ub7ad\uae00\ub7ec<\/strong>: \uc0ac\uc6a9\uc790\uac00 \ub4dc\ub798\uadf8 \uc564 \ub4dc\ub86d \uc791\uc5c5\uc744 \ud1b5\ud574 \ud50c\ub7ab\ud3fc\uc5d0 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ub85c\ub4dc\ud558\uace0 \ub2e4\uc591\ud55c \uc815\ub9ac, \ubcc0\ud658 \ubc0f \uc9d1\uacc4 \uc791\uc5c5\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub294 \uc2dc\uac01\uc801 \ub370\uc774\ud130 \uc900\ube44 \ub3c4\uad6c\uc785\ub2c8\ub2e4. Amazon S3, Redshift, RDS \ub4f1 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc18c\uc2a4\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>SageMaker \uae30\ub2a5 \uc800\uc7a5\uc18c<\/strong>: \uc0ac\uc6a9\uc790\uac00 \ub370\uc774\ud130 \uae30\ub2a5\uc744 \uc800\uc7a5, \uacf5\uc720, \uc7ac\uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc758 \uc77c\uad00\uc131\uacfc \ud6a8\uc728\uc131\uc744 \uac1c\uc120\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\ub2a5 \uad00\ub9ac\ub97c \uc704\ud574 \ud2b9\ubcc4\ud788 \uc124\uacc4\ub41c \uc11c\ube44\uc2a4\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-2073 size-large\" src=\"http:\/\/aws-oncloudai.com\/wp-content\/uploads\/2024\/12\/mfdxrahldmfsctpsctp-1024x683.jpg\" alt=\"\" width=\"1024\" height=\"683\" srcset=\"https:\/\/aws-oncloudai.com\/wp-content\/uploads\/2024\/12\/mfdxrahldmfsctpsctp-1024x683.jpg 1024w, https:\/\/aws-oncloudai.com\/wp-content\/uploads\/2024\/12\/mfdxrahldmfsctpsctp-300x200.jpg 300w, https:\/\/aws-oncloudai.com\/wp-content\/uploads\/2024\/12\/mfdxrahldmfsctpsctp-768x512.jpg 768w, https:\/\/aws-oncloudai.com\/wp-content\/uploads\/2024\/12\/mfdxrahldmfsctpsctp-1536x1024.jpg 1536w, https:\/\/aws-oncloudai.com\/wp-content\/uploads\/2024\/12\/mfdxrahldmfsctpsctp-2048x1365.jpg 2048w, https:\/\/aws-oncloudai.com\/wp-content\/uploads\/2024\/12\/mfdxrahldmfsctpsctp-18x12.jpg 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h4>2.<strong>\uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378 \ud559\uc2b5<\/strong><\/h4>\n<p>SageMaker\ub294 \ubaa8\ub378 \ud559\uc2b5 \ud504\ub85c\uc138\uc2a4\ub97c \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc774\uace0 \uc790\ub3d9\ud654\ud560 \uc218 \uc788\ub294 \uc77c\ub828\uc758 \ub3c4\uad6c\uc640 \ub9ac\uc18c\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\ub0b4\uc7a5\ub41c \uc54c\uace0\ub9ac\uc998 \ubc0f \ud504\ub808\uc784\uc6cc\ud06c<\/strong>: SageMaker\uc5d0\ub294 \uc120\ud615 \ud68c\uadc0, XGBoost, \ub525\ub7ec\ub2dd \ud504\ub808\uc784\uc6cc\ud06c(TensorFlow, PyTorch, MXNet \ub4f1) \ub4f1 \uc5ec\ub7ec \uac00\uc9c0 \uc0ac\uc804 \uad6c\ucd95\ub41c \uba38\uc2e0 \ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc774 \ub0b4\uc7a5\ub418\uc5b4 \uc788\uc5b4 \uc0ac\uc6a9\uc790\ub294 \ubcf5\uc7a1\ud55c \ucf54\ub4dc\ub97c \uc791\uc131\ud558\uc9c0 \uc54a\uace0\ub3c4 \ubc14\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>SageMaker \uc790\ub3d9 \uc870\uc885 \uc7a5\uce58<\/strong>: \ub370\uc774\ud130 \uc804\ucc98\ub9ac, \uae30\ub2a5 \uc120\ud0dd, \ubaa8\ub378 \uc120\ud0dd, \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ucd5c\uc801\ud654 \ub4f1\uc758 \ub2e8\uacc4\ub97c \uc790\ub3d9\ud654\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \ud6a8\uc728\uc801\uc778 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ube60\ub974\uac8c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc790\ub3d9\ud654\ub41c \uba38\uc2e0 \ub7ec\ub2dd(AutoML) \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>\uc138\uc774\uc9c0\uba54\uc774\ucee4 \uc2a4\ud29c\ub514\uc624<\/strong>: \uc0ac\uc6a9\uc790\uac00 \uc2e4\ud5d8\ud558\uace0, \uac1c\ubc1c\ud558\uace0, \ub514\ubc84\uae45\ud560 \uc218 \uc788\ub294 \ud1b5\ud569 \uac1c\ubc1c \ud658\uacbd(IDE)\uc785\ub2c8\ub2e4. \ub178\ud2b8\ubd81, \ubaa8\ub378 \ud559\uc2b5, \ub85c\uae45, \ud29c\ub2dd \ubc0f \uae30\ud0c0 \uae30\ub2a5\uc744 \ud1b5\ud569\ud558\uc5ec \uac1c\ubc1c \uc8fc\uae30\ub97c \uac00\uc18d\ud654\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ubd84\uc0b0 \ud6c8\ub828<\/strong>: SageMaker\ub294 \ub300\uaddc\ubaa8 \ubd84\uc0b0 \ud559\uc2b5\uc744 \uc9c0\uc6d0\ud558\uace0 \uc5ec\ub7ec GPU\ub098 \uba38\uc2e0\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubcd1\ub82c \ud559\uc2b5\uc744 \uc9c4\ud589\ud558\ubbc0\ub85c \ud559\uc2b5 \uc2dc\uac04\uc774 \ud06c\uac8c \ub2e8\ucd95\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h4>3.<strong>\ubaa8\ub378 \ud29c\ub2dd<\/strong><\/h4>\n<p>\ud6c8\ub828\ub41c \ubaa8\ub378\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ucd94\uac00\uc801\uc778 \ucd5c\uc801\ud654\uac00 \ud544\uc694\ud558\uba70, SageMaker\ub294 \uc0ac\uc6a9\uc790\uc5d0\uac8c \ub2e4\uc591\ud55c \ud29c\ub2dd \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ud29c\ub2dd<\/strong>: SageMaker\ub294 \uc790\ub3d9\ud654\ub41c \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ud29c\ub2dd\uc744 \uc9c0\uc6d0\ud558\uba70, \ubca0\uc774\uc9c0\uc548 \ucd5c\uc801\ud654 \uc54c\uace0\ub9ac\uc998\uc744 \ud1b5\ud574 \uc790\ub3d9\uc73c\ub85c \ucd5c\uc801\uc758 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \uc870\ud569\uc744 \uc120\ud0dd\ud558\uc5ec \ubaa8\ub378 \uc131\ub2a5\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>SageMaker \ub514\ubc84\uac70<\/strong>: \uadf8\ub798\ub514\uc5b8\ud2b8 \ud3ed\ubc1c, \uacfc\uc801\ud569 \ub4f1 \ud559\uc2b5 \uc911\uc5d0 \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ubb38\uc81c\ub97c \uc790\ub3d9\uc73c\ub85c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uc801\uc2dc\uc5d0 \ubb38\uc81c\ub97c \ucc3e\uc544 \ud574\uacb0\ud560 \uc218 \uc788\ub3c4\ub85d \uc790\uc138\ud55c \ub514\ubc84\uae45 \uc815\ubcf4\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h4>4.<strong>\ubaa8\ub378 \ubc30\ud3ec \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/strong><\/h4>\n<p>\ubaa8\ub378 \ud559\uc2b5\uc774 \uc644\ub8cc\ub418\uba74 SageMaker\ub294 \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud3b8\ub9ac\ud55c \ubaa8\ub378 \ubc30\ud3ec \ubc0f \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>SageMaker \uc5d4\ub4dc\ud3ec\uc778\ud2b8<\/strong>: SageMaker\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\ub294 \ud6c8\ub828\ub41c \ubaa8\ub378\uc744 \uc2e4\uc2dc\uac04 API\ub85c \ubc30\ud3ec\ud558\uace0 \uac04\ub2e8\ud55c \ud638\ucd9c\uc744 \ud1b5\ud574 \uc608\uce21 \uacb0\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc30\ud3ec \uc911\uc5d0 \uc790\ub3d9 \ud655\uc7a5\uc774 \uc9c0\uc6d0\ub418\uba70, \ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4\ub294 \uc694\uccad \ubcfc\ub968\uc5d0 \ub530\ub77c \uc870\uc815\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>SageMaker \ubaa8\ub378 \ubaa8\ub2c8\ud130<\/strong>: \ud504\ub85c\ub355\uc158 \ud658\uacbd\uc5d0\uc11c \ubaa8\ub378 \uc131\ub2a5\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0, \ub370\uc774\ud130 \ub4dc\ub9ac\ud504\ud2b8 \ubc0f \ubaa8\ub378 \uc131\ub2a5 \uc800\ud558\uc640 \uac19\uc740 \ubb38\uc81c\ub97c \uac10\uc9c0\ud558\uace0, \ud68c\uc0ac\uac00 \ubaa8\ub378\uc758 \uc7a5\uae30\uc801\uc778 \ud6a8\uacfc\ub97c \uc720\uc9c0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/li>\n<li><strong>A\/B \ud14c\uc2a4\ud2b8<\/strong>: SageMaker\ub294 A\/B \ud14c\uc2a4\ud2b8\ub97c \ud1b5\ud574 \uc5ec\ub7ec \ubaa8\ub378 \ubc84\uc804\uc744 \ube44\uad50\ud558\uc5ec \ud504\ub85c\ub355\uc158 \ubc30\ud3ec\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \ubaa8\ub378\uc744 \uc120\ud0dd\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h4>5.<strong>\ud1b5\ud569 \ubc0f \uc790\ub3d9\ud654<\/strong><\/h4>\n<p>SageMaker\ub294 \uc0ac\uc6a9\uc790\uac00 \uba38\uc2e0 \ub7ec\ub2dd \uae30\ub2a5\uc744 \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc5d0 \ud1b5\ud569\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ub2e4\uc591\ud55c \ud1b5\ud569 \uc635\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>SageMaker \ud30c\uc774\ud504\ub77c\uc778<\/strong>: \uc0ac\uc6a9\uc790\uac00 \ub370\uc774\ud130 \ucc98\ub9ac, \ubaa8\ub378 \ud559\uc2b5, \uac80\uc99d \ubc0f \ubc30\ud3ec\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \ub2e8\uacc4\uc5d0\uc11c \uc791\uc5c5\uc744 \uc0dd\uc131, \uc790\ub3d9\ud654 \ubc0f \uad00\ub9ac\ud560 \uc218 \uc788\ub294 \uc644\ubcbd\ud55c \uba38\uc2e0 \ub7ec\ub2dd \uc6cc\ud06c\ud50c\ub85c \uad00\ub9ac \ub3c4\uad6c\ub85c, \uc774\ub97c \ud1b5\ud574 \uc804\uccb4 \uba38\uc2e0 \ub7ec\ub2dd \uc218\uba85 \uc8fc\uae30\uc758 \uc790\ub3d9\ud654 \uc218\uc900\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>SageMaker \ucd94\ub860<\/strong>: \uc0ac\uc6a9\uc790\ub294 SageMaker\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \uc5d0\uc9c0 \uc7a5\uce58(\uc608: IoT \uc7a5\uce58)\uc5d0 \ubc30\ud3ec\ud558\uac70\ub098 \uc77c\uad04 \ucd94\ub860\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub300\ub7c9\uc758 \uc624\ud504\ub77c\uc778 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>SageMaker\uc758 \uc801\uc6a9 \uc2dc\ub098\ub9ac\uc624<\/strong><\/h3>\n<p>Amazon SageMaker\uc758 \ud2b9\uc9d5\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uacfc \ubd84\uc57c\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub420 \uc218 \uc788\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8 \uc2dc\ub098\ub9ac\uc624\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\uae08\uc735 \uc0b0\uc5c5<\/strong>: SageMaker\ub294 \uae08\uc735 \uae30\uad00\uc774 \uc2e0\uc6a9 \ud3c9\uac00, \uc704\ud5d8 \ud3c9\uac00, \uc0ac\uae30 \uac10\uc9c0 \ub4f1\uc758 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uba38\uc2e0 \ub7ec\ub2dd\uc758 \ub3c4\uc6c0\uc73c\ub85c \uae08\uc735 \ud68c\uc0ac\ub294 \ubc29\ub300\ud55c \uc591\uc758 \uacfc\uac70 \uac70\ub798 \ub370\uc774\ud130\uc5d0\uc11c \uc7a0\uc7ac\uc801\uc778 \uc704\ud5d8\uacfc \uae30\ud68c\ub97c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uac74\uac15 \uad00\ub9ac<\/strong>: \uc758\ub8cc \ubd84\uc57c\uc5d0\uc11c SageMaker\ub294 \uc758\ub8cc \uc601\uc0c1, \uc758\ub8cc \uae30\ub85d \ubc0f \uc720\uc804\uccb4 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uc758\uc0ac\uac00 \uc9c8\ubcd1\uc744 \uc608\uce21\ud558\uace0 \uc870\uae30\uc5d0 \uc9c4\ub2e8\ud558\uace0 \uac1c\uc778\ud654\ub41c \uce58\ub8cc\ub97c \uc81c\uacf5\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc18c\ub9e4 \ubc0f \uc804\uc790\uc0c1\uac70\ub798<\/strong>: SageMaker\ub294 \uac1c\uc778\ud654\ub41c \ucd94\ucc9c \uc2dc\uc2a4\ud15c, \uc81c\ud488 \uc218\uc694 \uc608\uce21, \uc7ac\uace0 \uad00\ub9ac \ub4f1\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc0ac\uc6a9\uc790 \ud589\ub3d9 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud568\uc73c\ub85c\uc368 \uc18c\ub9e4\uc5c5\uccb4\ub294 \ud310\ub9e4 \ucd94\uc138\ub97c \ubcf4\ub2e4 \uc815\ud655\ud558\uac8c \uc608\uce21\ud558\uace0 \uc7ac\uace0\ub97c \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc870\uc791<\/strong>: \uc81c\uc870\uc5c5\uacc4\uc5d0\uc11c\ub294 SageMaker\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc7a5\ube44 \uace0\uc7a5 \uc608\uce21, \ud488\uc9c8 \uad00\ub9ac, \uc0dd\uc0b0 \ucd5c\uc801\ud654\ub97c \uc218\ud589\ud569\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd\uc740 \uac00\ub3d9 \uc911\uc9c0 \uc2dc\uac04\uc744 \uc904\uc774\uace0 \uc0dd\uc0b0\uc131\uc744 \ub192\uc774\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc790\uc728\uc8fc\ud589<\/strong>\uff1aSageMaker\ub294 \uc790\uc728\uc8fc\ud589\ucc28 \uac1c\ubc1c\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ub525\ub7ec\ub2dd\uc744 \ud1b5\ud574 \uc774\ubbf8\uc9c0 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \uc790\uc728\uc8fc\ud589 \uc2dc\uc2a4\ud15c\uc758 \uc778\uc9c0, \uc758\uc0ac\uacb0\uc815, \uc81c\uc5b4\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-2074 size-large\" src=\"http:\/\/aws-oncloudai.com\/wp-content\/uploads\/2024\/12\/mfhslshhsttsctp-1024x683.jpg\" alt=\"\" width=\"1024\" height=\"683\" srcset=\"https:\/\/aws-oncloudai.com\/wp-content\/uploads\/2024\/12\/mfhslshhsttsctp-1024x683.jpg 1024w, https:\/\/aws-oncloudai.com\/wp-content\/uploads\/2024\/12\/mfhslshhsttsctp-300x200.jpg 300w, https:\/\/aws-oncloudai.com\/wp-content\/uploads\/2024\/12\/mfhslshhsttsctp-768x512.jpg 768w, https:\/\/aws-oncloudai.com\/wp-content\/uploads\/2024\/12\/mfhslshhsttsctp-1536x1024.jpg 1536w, https:\/\/aws-oncloudai.com\/wp-content\/uploads\/2024\/12\/mfhslshhsttsctp-2048x1365.jpg 2048w, https:\/\/aws-oncloudai.com\/wp-content\/uploads\/2024\/12\/mfhslshhsttsctp-18x12.jpg 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3><strong>SageMaker\uc758 \uc7a5\ub2e8\uc810<\/strong><\/h3>\n<h4>\uc774\uc810:<\/h4>\n<ul>\n<li><strong>\ud3ec\uad04\uc801\uc778 \uae30\ub2a5<\/strong>: SageMaker\ub294 \ub370\uc774\ud130 \uc804\ucc98\ub9ac, \ubaa8\ub378 \ud559\uc2b5, \ubaa8\ub378 \ubc30\ud3ec, \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uad00\ub9ac\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uba38\uc2e0 \ub7ec\ub2dd \ud504\ub85c\uc81d\ud2b8\uc758 \ubaa8\ub4e0 \uce21\uba74\uc744 \ud3ec\uad04\ud558\uc5ec \uc6d0\uc2a4\ud1b1 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uc790\ub3d9\ud654 \uc9c0\uc6d0<\/strong>: SageMaker Autopilot \ubc0f \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ud29c\ub2dd\uacfc \uac19\uc740 \ub3c4\uad6c\ub97c \ud1b5\ud574 \uba38\uc2e0 \ub7ec\ub2dd \ud504\ub85c\uc138\uc2a4\uac00 \ub354\uc6b1 \uc790\ub3d9\ud654\ub418\uc5b4 \uc804\ubb38\uac00\uc5d0 \ub300\ud55c \uc758\uc874\ub3c4\uac00 \uc904\uc5b4\ub4ed\ub2c8\ub2e4.<\/li>\n<li><strong>\ud655\uc7a5\uc131<\/strong>: SageMaker\ub294 \ubd84\uc0b0 \ud559\uc2b5\uacfc \uc790\ub3d9 \ud655\uc7a5\uc744 \uc9c0\uc6d0\ud558\uba70, \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc640 \uace0\uc131\ub2a5 \uc694\uad6c \uc0ac\ud56d\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>AWS \uc5d0\ucf54\uc2dc\uc2a4\ud15c\uacfc\uc758 \uc6d0\ud65c\ud55c \ud1b5\ud569<\/strong>: SageMaker\ub294 \ub2e4\ub978 AWS \uc11c\ube44\uc2a4(\uc608: S3, EC2, Lambda \ub4f1)\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\uc5b4 \ub370\uc774\ud130 \uc800\uc7a5, \ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4 \uad00\ub9ac, \uc11c\ube44\uc2a4 \ud638\ucd9c\uc744 \uc6a9\uc774\ud558\uac8c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h4>\uacb0\uc810:<\/h4>\n<ul>\n<li><strong>\ube44\uc6a9 \ubb38\uc81c<\/strong>: SageMaker\ub294 \uac15\ub825\ud55c \uae30\ub2a5\uc744 \ub9ce\uc774 \uc81c\uacf5\ud558\uc9c0\ub9cc, \uba38\uc2e0 \ub7ec\ub2dd\uc5d0 \ud544\uc694\ud55c \ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4\uc640 \uc800\uc7a5 \ube44\uc6a9\uc740 \uc18c\uaddc\ubaa8 \uae30\uc5c5\uacfc \uc2a4\ud0c0\ud2b8\uc5c5\uc5d0\uac8c\ub294 \uc0c1\ub300\uc801\uc73c\ub85c \ub192\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\ud559\uc2b5 \uace1\uc120<\/strong>: \ucd08\ubcf4\uc790\uc5d0\uac8c SageMaker\ub294 \ub2e4\uc591\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ubbc0\ub85c \uc5b4\ub290 \uc815\ub3c4 \ud559\uc2b5 \uace1\uc120\uc774 \uc788\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc790\ub3d9\ud654 \ub3c4\uad6c\ub294 \ub9ce\uc9c0\ub9cc, \uc774\ub97c \uc219\ub2ec\ud558\uace0 \uc774\ud574\ud558\ub824\uba74 \uc5ec\uc804\ud788 \uc2dc\uac04\uacfc \uc5f0\uc2b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>\uc694\uc57d\ud558\ub2e4<\/strong><\/h3>\n<p>Amazon SageMaker\ub294 \uac1c\ubc1c\uc790, \ub370\uc774\ud130 \uacfc\ud559\uc790 \ubc0f \uae30\uc5c5\uc758 \uba38\uc2e0 \ub7ec\ub2dd \ud504\ub85c\uc138\uc2a4\ub97c \ub2e8\uc21c\ud654\ud558\ub3c4\ub85d \uc124\uacc4\ub41c \uac15\ub825\ud55c \uba38\uc2e0 \ub7ec\ub2dd \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. AWS\ub294 \uc0ac\uc6a9\uc790\uac00 \uba38\uc2e0 \ub7ec\ub2dd \ub77c\uc774\ud504\uc0ac\uc774\ud074\uc744 \ucc98\uc74c\ubd80\ud130 \ub05d\uae4c\uc9c0 \uad00\ub9ac\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc790\ub3d9\ud654 \ub3c4\uad6c\uc640 \ub2e4\ub978 AWS \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\ud569\uc744 \ud1b5\ud574 \ud6a8\uc728\uc131\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \ucd08\ubcf4\uc790\ub4e0 \uacbd\ud5d8\uc774 \ud48d\ubd80\ud55c \uc804\ubb38\uac00\ub4e0 SageMaker\ub294 \uba38\uc2e0 \ub7ec\ub2dd \ud504\ub85c\uc81d\ud2b8\uc758 \uac1c\ubc1c\uacfc \ubc30\ud3ec\ub97c \uac00\uc18d\ud654\ud558\ub294 \ub370 \ud544\uc694\ud55c \uc801\uc808\ud55c \ub3c4\uad6c\uc640 \ub9ac\uc18c\uc2a4\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc790\uc6d0\uc774 \ubd80\uc871\ud55c \ud300\uc758 \uacbd\uc6b0 \ube44\uc6a9\uc774 \uace0\ub824\uc0ac\ud56d\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>AWS\ub294 SageMaker\ub97c \ud1b5\ud574 \uba38\uc2e0 \ub7ec\ub2dd\uc758 \ubcf5\uc7a1\uc131\uc744 \uc131\uacf5\uc801\uc73c\ub85c \ub2e8\uc21c\ud654\ud558\uc5ec \uae30\uc5c5\uc774 \ub370\uc774\ud130\uc5d0\uc11c \ub354 \ube60\ub974\uac8c \uac00\uce58\ub97c \ucd94\ucd9c\ud558\uace0 \ube44\uc988\ub2c8\uc2a4\uc758 \uc9c0\ub2a5\uc801 \ud601\uc2e0\uc744 \ucd94\uc9c4\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud588\uc2b5\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"<p>Amazon SageMaker\ub294 Amazon Web Services(AWS)\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ud3ec\uad04\uc801\uc778 \uba38\uc2e0 \ub7ec\ub2dd(ML) \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\uac00 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \uc2e0\uc18d\ud558\uac8c \uad6c\ucd95, \ud559\uc2b5, \ubc30\ud3ec \ubc0f \uad00\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. SageMaker\ub294 \ub370\uc774\ud130 \uc900\ube44\ubd80\ud130 \ubaa8\ub378 \ud559\uc2b5, \ud29c\ub2dd, \ubc30\ud3ec\uae4c\uc9c0 \uc804\uccb4 \uae30\ub2a5 \uc138\ud2b8\ub97c \ud1b5\ud569\ud558\uc5ec \uba38\uc2e0 \ub7ec\ub2dd \ud504\ub85c\uc138\uc2a4\ub97c \ub2e8\uc21c\ud654\ud558\uace0 AI \uc194\ub8e8\uc158\uc758 \uac1c\ubc1c \uc8fc\uae30\ub97c \uac00\uc18d\ud654\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. \ucd08\ubcf4\uc790\ub4e0 \uc219\ub828\ub41c \uc804\ubb38\uac00\ub4e0, SageMaker\ub294 \ub2e4\uc591\ud55c \uae30\uc220 \uc218\uc900\uc5d0 \ub9de\ub294 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>","protected":false},"author":1,"featured_media":2064,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-2063","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technical-sharing"],"_links":{"self":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/2063","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/comments?post=2063"}],"version-history":[{"count":0,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/2063\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media\/2064"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media?parent=2063"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/categories?post=2063"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/tags?post=2063"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}