{"id":3068,"date":"2025-05-16T17:09:56","date_gmt":"2025-05-16T09:09:56","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=3068"},"modified":"2025-05-27T09:57:04","modified_gmt":"2025-05-27T01:57:04","slug":"master-aws-sagemaker-pricing","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ko\/aws-sagemaker-\uac00\uaca9\/","title":{"rendered":"AWS SageMaker \uac00\uaca9 \ucc45\uc815 \ub9c8\uc2a4\ud130\ud558\uae30"},"content":{"rendered":"<p>\ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305\uacfc \uc778\uacf5\uc9c0\ub2a5\uc758 \uae34\ubc00\ud55c \ud1b5\ud569\uc744 \ud1b5\ud574 Amazon SageMaker\ub294 \uae30\uc5c5\uc774 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\uace0 \ubc30\ud3ec\ud558\ub294 \ub370 \uc911\uc694\ud55c \ud50c\ub7ab\ud3fc\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. AWS\uc758 \uad00\ub9ac\ud615 \uba38\uc2e0 \ub7ec\ub2dd \uc11c\ube44\uc2a4\uc778 SageMaker\ub294 \ub370\uc774\ud130 \uc900\ube44, \ubaa8\ub378 \ud559\uc2b5\ubd80\ud130 \ubaa8\ub378 \ubc30\ud3ec\uae4c\uc9c0 \uc804\uccb4 \ud504\ub85c\uc138\uc2a4\uc5d0 \ub300\ud55c \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 SageMaker\uc758 \uac00\uaca9 \ucc45\uc815 \ubaa8\ub378, \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c \ube44\uc6a9 \ubc0f \ucd5c\uc801\ud654 \ubc29\ubc95\uc744 \uc2ec\uce35\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uc5ec \uacfc\ud559\uc801\uc73c\ub85c \ube44\uc6a9\uc744 \uad00\ub9ac\ud558\uace0 AI \ud504\ub85c\uc81d\ud2b8\uc758 \ucd5c\ub300 \uc774\uc810\uc744 \uc5bb\ub294 \ub370 \ub3c4\uc6c0\uc744 \ub4dc\ub9bd\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h4>SageMaker \uc18c\uac1c<\/h4>\n<p>Amazon SageMaker\ub294 \uac1c\ubc1c\uc790\uac00 \uc9c0\ub8e8\ud55c \uc778\ud504\ub77c\ub97c \uad00\ub9ac\ud558\uc9c0 \uc54a\uace0\ub3c4 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \uc2e0\uc18d\ud558\uac8c \uad6c\ucd95, \ud559\uc2b5, \ubc30\ud3ec\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uc6d0\uc2a4\ud1b1 \uba38\uc2e0 \ub7ec\ub2dd \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. SageMaker\ub294 \ud559\uc2b5 \uc791\uc5c5, \ucd94\ub860 \uc5d4\ub4dc\ud3ec\uc778\ud2b8, \ub178\ud2b8\ubd81 \uc778\uc2a4\ud134\uc2a4, \uc790\ub3d9 \ubaa8\ub378 \ud29c\ub2dd \ub4f1 \uc5ec\ub7ec \uad6c\uc131 \uc694\uc18c\ub85c \uc774\ub8e8\uc5b4\uc838 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \ub9c1\ud06c\uc5d0\ub294 \ud574\ub2f9 \uccad\uad6c \uae30\uc900\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h4>SageMaker \uac00\uaca9 \uac1c\uc694<\/h4>\n<p>SageMaker\uc758 \uc218\uc218\ub8cc \uad6c\uc870\ub294 \uc8fc\ub85c \ub2e4\uc74c \ucc28\uc6d0\uc744 \uae30\ubc18\uc73c\ub85c \ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4(\uc778\uc2a4\ud134\uc2a4 \uc720\ud615 \ubc0f \uc0ac\uc6a9 \uc2dc\uac04)<\/strong><\/li>\n<li><strong>\uc800\uc7a5 \ub9ac\uc18c\uc2a4(\ub370\uc774\ud130 \ubc0f \ubaa8\ub378 \uc800\uc7a5)<\/strong><\/li>\n<li><strong>\ub370\uc774\ud130 \uc804\uc1a1(\uc9c0\uc5ed \uac04 \ubc0f \uc778\ud130\ub137 \uc778\ubc14\uc6b4\ub4dc \ubc0f \uc544\uc6c3\ubc14\uc6b4\ub4dc \ud2b8\ub798\ud53d)<\/strong><\/li>\n<li><strong>\ucd94\uac00 \uae30\ub2a5(\uc790\ub3d9 \ud29c\ub2dd, \ub178\ud2b8\ubd81 \uc778\uc2a4\ud134\uc2a4, \uc2e4\ud5d8 \uad00\ub9ac)<\/strong><\/li>\n<\/ul>\n<p>\uc0ac\uc6a9\ud558\ub294 \uae30\ub2a5\uc774 \ub9ce\uc544\uc9c0\uace0, \uc6b4\uc601\ud558\ub294 \uae30\uac04\uc774 \uae38\uc5b4\uc9c8\uc218\ub85d \ub2f9\uc5f0\ud788 \ube44\uc6a9\ub3c4 \ub192\uc544\uc9d1\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h4>SageMaker\uc758 \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c \ubc0f \ube44\uc6a9<\/h4>\n<h5>1. \ud6c8\ub828 \uc608\uc81c<\/h5>\n<p>\ubaa8\ub378 \ud559\uc2b5\uc740 \uba38\uc2e0 \ub7ec\ub2dd\uc758 \ud575\uc2ec\uc785\ub2c8\ub2e4. SageMaker\ub294 CPU, GPU, \uace0\uc131\ub2a5 \uac00\uc18d\uae30 \ub4f1 \ub2e4\uc591\ud55c \uc778\uc2a4\ud134\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \uc778\uc2a4\ud134\uc2a4 \uc720\ud615\uacfc \uadf8 \ud2b9\uc131:<\/p>\n<ul>\n<li><strong>ml.m5.xlarge<\/strong>(CPU): \uac00\ubcbc\uc6b4 \ud6c8\ub828\uc5d0 \uc801\ud569\ud558\uba70, \ub2e8\uc704 \uac00\uaca9\uc774 \ub0ae\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>ml.p3.2xlarge<\/strong>(GPU, NVIDIA V100): \ub525\ub7ec\ub2dd \ubaa8\ub378 \ud559\uc2b5\uc5d0 \uc801\ud569\ud558\uace0 \uc131\ub2a5\uc774 \ub6f0\uc5b4\ub098\uba70 \uac00\uaca9\uc774 \ube44\uad50\uc801 \ub192\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>ml.g4dn.xlarge<\/strong>(GPU, NVIDIA T4): \ucd94\ub860 \ubc0f \uc77c\ubd80 \ud559\uc2b5 \uc791\uc5c5\uc5d0 \uc801\ud569\ud558\uba70 \uac00\uaca9\uc740 \uc911\uac04 \uc218\uc900\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uad50\uc721 \ube44\uc6a9\uc740 \uc778\uc2a4\ud134\uc2a4 \uc2dc\uac04\ub2f9\uc73c\ub85c \uccad\uad6c\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, ml.p3.2xlarge\uc758 \ube44\uc6a9\uc740 \uc2dc\uac04\ub2f9 \uc57d $3.82\uc785\ub2c8\ub2e4. \ud6c8\ub828 \uc791\uc5c5\uc5d0 \uc2dc\uac04\uc774 \uc624\ub798 \uac78\ub9b4\uc218\ub85d \ube44\uc6a9\uc740 \ub354 \ub9ce\uc774 \ub4ed\ub2c8\ub2e4.<\/p>\n<h5>2. \ucd94\ub860 \uc5d4\ub4dc\ud3ec\uc778\ud2b8<\/h5>\n<p>\uc2e4\uc2dc\uac04 \ub610\ub294 \uc77c\uad04 \ucd94\ub860\uc744 \uc704\ud55c \ubaa8\ub378 \ubc30\ud3ec. \ucd94\ub860 \uc5d4\ub4dc\ud3ec\uc778\ud2b8 \uc720\ud615\uc740 \ud559\uc2b5\uacfc \uc720\uc0ac\ud558\uba70, \uac00\uaca9\uc740 \uc778\uc2a4\ud134\uc2a4 \uc0ac\uc591\uacfc \ub7f0\ud0c0\uc784\uc5d0 \ub530\ub77c \uacb0\uc815\ub429\ub2c8\ub2e4. \uc11c\ubc84\ub9ac\uc2a4 \ucd94\ub860\uc740 \uc694\uccad \uc218\uc5d0 \ub530\ub77c \uc694\uae08\uc774 \ubd80\uacfc\ub418\ubbc0\ub85c \ud2b8\ub798\ud53d \ubcc0\ub3d9\uc774 \ud06c\uace0 \uc694\uccad \ubcfc\ub968\uc774 \uc791\uc740 \uc2dc\ub098\ub9ac\uc624\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n<h5>3. \ub178\ud2b8\ubd81 \uc778\uc2a4\ud134\uc2a4<\/h5>\n<p>\uac1c\ubc1c \ubc0f \ub514\ubc84\uae45\uc5d0 \uc0ac\uc6a9\ub418\uba70, \uc778\uc2a4\ud134\uc2a4 \uc720\ud615\uacfc \uc2e4\ud589 \uc2dc\uac04\uc5d0 \ub530\ub77c \uc694\uae08\uc774 \uccad\uad6c\ub429\ub2c8\ub2e4. \ub300\ud654\ud615 \ub370\uc774\ud130 \ud0d0\uc0c9 \ubc0f \ubaa8\ub378 \uac1c\ubc1c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n<h5>4. \ubcf4\uad00<\/h5>\n<p>\ud6c8\ub828 \ub370\uc774\ud130\uc640 \ubaa8\ub378 \ud30c\uc77c\uc740 \uc77c\ubc18\uc801\uc73c\ub85c Amazon S3\uc5d0 \uc800\uc7a5\ub418\uba70, S3 \uc694\uae08\uc740 \uc800\uc7a5 \uc6a9\ub7c9\uacfc \uc561\uc138\uc2a4 \ube48\ub3c4\uc5d0 \ub530\ub77c \uacb0\uc815\ub429\ub2c8\ub2e4. \ub178\ud2b8\ubd81 \uc778\uc2a4\ud134\uc2a4\uc640 \uad50\uc721 \uc791\uc5c5\uc5d0 \ud544\uc694\ud55c \uc784\uc2dc \uc800\uc7a5\uc18c\ub294 Amazon EBS\ub97c \uc0ac\uc6a9\ud558\uba70 \uc774\uc5d0 \ub300\ud55c \uc694\uae08\ub3c4 \uccad\uad6c\ub429\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h4>SageMaker \uac00\uaca9 \ucc45\uc815 \uc608\uc2dc<\/h4>\n<p>\ud559\uc2b5 \uc2e4\ud589\uc5d0 ml.p3.2xlarge \uc778\uc2a4\ud134\uc2a4\uac00 \uc0ac\uc6a9\ub418\uace0 10\uc2dc\uac04\uc774 \uac78\ub9b0\ub2e4\uace0 \uac00\uc815\ud558\uba74 \ud559\uc2b5 \ube44\uc6a9\uc740 \ub300\ub7b5 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc138\uac8c \ub54c\ub9ac\ub2e4<\/p>\n<p>\ubcf5\uc0ac\ud3b8\uc9d1<\/p>\n<p>10\uc2dc\uac04 \u00d7 $3.82\/\uc2dc\uac04 = $38.2<\/p>\n<p>\uc2e4\uc2dc\uac04 \ucd94\ub860\uc5d0\ub294 ml.m5.large \uc778\uc2a4\ud134\uc2a4\uac00 \uc0ac\uc6a9\ub418\uba70, \uc2dc\uac04\ub2f9 \uc57d $0.11\uc758 \uc694\uae08\uc774 \uccad\uad6c\ub429\ub2c8\ub2e4. \ud558\ub8e8 24\uc2dc\uac04 \uc6b4\uc601\ud55c\ub2e4\uba74 \uc6d4 \uc774\uc6a9\ub8cc\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc138\uac8c \ub54c\ub9ac\ub2e4<\/p>\n<p>\ubcf5\uc0ac\ud3b8\uc9d1<\/p>\n<p>$0.11 \u00d7 24 \u00d7 30 \u2248 $79.2<\/p>\n<p>&nbsp;<\/p>\n<h4>SageMaker \ube44\uc6a9 \ucd5c\uc801\ud654\ub97c \uc704\ud55c \uc2e4\uc6a9\uc801\uc778 \uc804\ub7b5<\/h4>\n<ol>\n<li><strong>\uc2a4\ud31f \uc778\uc2a4\ud134\uc2a4\ub97c \uc0ac\uc6a9\ud55c \ud6c8\ub828<\/strong><\/li>\n<li>Spot \uc778\uc2a4\ud134\uc2a4\uc758 \uac00\uaca9\uc740 On-Demand \uc778\uc2a4\ud134\uc2a4\ubcf4\ub2e4 \ucd5c\ub300 90% \uc800\ub834\ud558\uba70, \uc911\ub2e8 \uac00\ub2a5\ud55c \uad50\uc721 \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uc778\uc2a4\ud134\uc2a4 \uc720\ud615\uc744 \uc801\uc808\ud788 \uc120\ud0dd\ud558\uc138\uc694<\/strong><\/li>\n<li>\uc791\uc5c5 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub530\ub77c \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\uace0 \uacfc\ub3c4\ud55c \uad6c\uc131\uc744 \ud53c\ud558\uc138\uc694.<\/li>\n<li><strong>\uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1<\/strong><\/li>\n<li>\ucd94\ub860 \uc5d4\ub4dc\ud3ec\uc778\ud2b8\ub97c \uc0ac\uc6a9\ud558\uba74 \uc790\ub3d9 \ud655\uc7a5\uc744 \ud1b5\ud574 \uc720\ud734 \ub9ac\uc18c\uc2a4\uc758 \ub0ad\ube44\ub97c \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc815\uae30\uc801\uc73c\ub85c \ub9ac\uc18c\uc2a4\ub97c \uc815\ub9ac\ud558\uc138\uc694<\/strong><\/li>\n<li>\uc0ac\uc6a9\ud558\uc9c0 \uc54a\ub294 \ub178\ud2b8\ubd81 \uc778\uc2a4\ud134\uc2a4, \uc5d4\ub4dc\ud3ec\uc778\ud2b8 \ubc0f \uc2a4\ud1a0\ub9ac\uc9c0 \ubcfc\ub968\uc744 \uc885\ub8cc\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ub0b4\uc7a5\ub41c \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c \ud65c\uc6a9<\/strong><\/li>\n<li>CloudWatch\ub97c \ud1b5\ud574 \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9\ub7c9\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc2dc\uae30\uc801\uc808\ud558\uac8c \uc870\uc815\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h4>SageMaker \uac00\uaca9 \uc138\ubd80 \uc815\ubcf4<\/h4>\n<h5>1. \ubcf4\uad00\ub8cc<\/h5>\n<p>SageMaker \ud559\uc2b5 \ubc0f \ubc30\ud3ec \uc911\uc5d0\ub294 \ub450 \uac00\uc9c0 \uc8fc\uc694 \uc720\ud615\uc758 \uc2a4\ud1a0\ub9ac\uc9c0 \ub9ac\uc18c\uc2a4\uac00 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\uc544\ub9c8\uc874 S3<\/strong>: \ud6c8\ub828 \ub370\uc774\ud130 \uc138\ud2b8, \ubaa8\ub378 \ucd9c\ub825 \ud30c\uc77c \ubc0f \ub85c\uadf8\ub97c \uc800\uc7a5\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. S3 \uc694\uae08\uc740 \uc800\uc7a5 \uc6a9\ub7c9\uacfc \ub370\uc774\ud130 \uc804\uc1a1\ub7c9\uc744 \uae30\uc900\uc73c\ub85c \ubd80\uacfc\ub429\ub2c8\ub2e4. \uac00\uaca9\uc740 \uc9c0\uc5ed\ub9c8\ub2e4 \uc57d\uac04\uc529 \ub2e4\ub985\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \ud45c\uc900 \uc800\uc7a5 \ube44\uc6a9\uc740 GB\ub2f9 \uc6d4 $0.023\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>Amazon EBS(Elastic Block Storage)<\/strong>: \ud6c8\ub828 \ubc0f \ucd94\ub860 \uc778\uc2a4\ud134\uc2a4\uc5d0 \ubc14\uc778\ub529\ub41c \uc2a4\ud1a0\ub9ac\uc9c0 \ubcfc\ub968\uc73c\ub85c, \uc6b4\uc601 \uccb4\uc81c\uc640 \uc784\uc2dc \ud30c\uc77c\uc744 \uc800\uc7a5\ud569\ub2c8\ub2e4. EBS \ubcfc\ub968\uc758 \uc720\ud615\uacfc \ud06c\uae30\ub294 \ube44\uc6a9\uc5d0 \uc9c1\uc811\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 gp3 \ubcfc\ub968\uc758 \uac00\uaca9\uc740 \uc57d $0.08\/GB\/\uc6d4\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\ub370\uc774\ud130 \uc800\uc7a5 \uc804\ub7b5\uc744 \uc801\uc808\ud788 \uacc4\ud68d\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4:<\/p>\n<ul>\n<li>\ud559\uc2b5 \ub370\uc774\ud130 \uc591\uc774 \ub9ce\uc744 \uacbd\uc6b0 S3 \uc544\uce74\uc774\ube0c \uc2a4\ud1a0\ub9ac\uc9c0(Glacier)\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucf5c\ub4dc \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uc5ec \uc800\uc7a5 \ube44\uc6a9\uc744 \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ud559\uc2b5 \uacfc\uc815\uc5d0\uc11c\ub294 \uc790\uc6d0 \ub0ad\ube44\ub97c \ud53c\ud558\uae30 \uc704\ud574 EBS \uc6a9\ub7c9\uc744 \ud569\ub9ac\uc801\uc73c\ub85c \ud560\ub2f9\ud558\uace0, \uc0ac\uc6a9\ub418\uc9c0 \uc54a\ub294 \uc6a9\ub7c9\uc740 \uc801\uc808\ud55c \uc2dc\uae30\uc5d0 \uc815\ub9ac\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h5>2. \ub370\uc774\ud130 \uc804\uc1a1 \uc694\uae08<\/h5>\n<p>AWS \uc9c0\uc5ed \ub0b4 \ub370\uc774\ud130 \uc804\uc1a1\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ubb34\ub8cc\uc774\uc9c0\ub9cc, \uc9c0\uc5ed \uac04 \uc804\uc1a1 \ubc0f \uc778\ud130\ub137 \uc1a1\uc2e0\uc5d0\ub294 \ucd94\uac00 \uc694\uae08\uc774 \ubd80\uacfc\ub429\ub2c8\ub2e4. \ud2b9\ud788:<\/p>\n<ul>\n<li>S3\uc5d0 \ud6c8\ub828 \ub370\uc774\ud130\ub97c \uc5c5\ub85c\ub4dc\ud558\uba74 \uc5c5\ub85c\ub4dc \ud2b8\ub798\ud53d\uc774 \uc0dd\uc131\ub429\ub2c8\ub2e4.<\/li>\n<li>\uc77c\ubc18\uc801\uc73c\ub85c \ub3d9\uc77c\ud55c \uc9c0\uc5ed \ub0b4\uc5d0\uc11c\ub294 S3\uc5d0\uc11c \uad50\uc721 \uc778\uc2a4\ud134\uc2a4\ub85c \ub370\uc774\ud130\ub97c \uc77d\uace0 \uc4f0\ub294 \uc791\uc5c5\uc740 \ubb34\ub8cc\uc774\uc9c0\ub9cc, \uc5ec\ub7ec \uc9c0\uc5ed\uc744 \ud638\ucd9c\ud558\ub294 \uacbd\uc6b0 \uc694\uae08\uc774 \ubd80\uacfc\ub429\ub2c8\ub2e4.<\/li>\n<li>\ucd94\ub860 \uc11c\ube44\uc2a4\uac00 \uc678\ubd80 API\ub098 \ub370\uc774\ud130 \uc18c\uc2a4\ub97c \ud638\ucd9c\ud560 \ub54c \uc720\ucd9c \ud2b8\ub798\ud53d \uc694\uae08\uc774 \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uae30\uc5c5\uc740 \uc9c0\uc5ed \uac04 \ub370\uc774\ud130 \uc811\uadfc\uc744 \ucd5c\uc18c\ud654\ud558\uace0, \uc801\uc808\ud55c \uc9c0\uc5ed \ubc30\ud3ec \uc11c\ube44\uc2a4\ub97c \uc120\ud0dd\ud558\uace0, \ubd88\ud544\uc694\ud55c \uc804\uc1a1 \ube44\uc6a9\uc744 \ud53c\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h4><\/h4>\n<h4>\ud3ec\uad04\uc801\uc778 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc2dc\ub098\ub9ac\uc624 \ubd84\uc11d: \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI \uad6c\ud604\uc5d0\uc11c SageMaker\uc758 \ube44\uc6a9 \uace0\ub824 \uc0ac\ud56d<\/h4>\n<p>\uc778\uacf5\uc9c0\ub2a5\uc774 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0 \uce68\ud22c\ud568\uc5d0 \ub530\ub77c SageMaker\ub294 \ub9ce\uc740 \uc77c\ubc18\uc801\uc778 \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c \ud575\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uac01 \uc2dc\ub098\ub9ac\uc624\uc5d0 \ud574\ub2f9\ud558\ub294 \ube44\uc6a9 \uad6c\uc870\ub97c \uc774\ud574\ud558\uba74 \uc0ac\uc804\uc5d0 \uc608\uc0b0 \uacc4\ud68d\uc744 \uc138\uc6b0\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<h5>1. \uc774\ubbf8\uc9c0 \uc778\uc2dd \ubc0f \ube44\ub514\uc624 \ubd84\uc11d<\/h5>\n<p>\uc774\ub7ec\ud55c \uc2dc\ub098\ub9ac\uc624\uc5d0\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ub9ce\uc740 \uc591\uc758 GPU \ud559\uc2b5 \ub9ac\uc18c\uc2a4\uac00 \ud544\uc694\ud558\uba70, \uc2e4\uc2dc\uac04 \ucd94\ub860\uc5d0 \uace0\uc131\ub2a5 \uc778\uc2a4\ud134\uc2a4\ub97c \uc0ac\uc6a9\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\ud6c8\ub828 \ube44\uc6a9\uc740 \ucd1d \ube44\uc6a9\uc758 70% \uc774\uc0c1\uc5d0 \ub2ec\ud560 \uc815\ub3c4\ub85c \ub192\uc740 \ube44\uc911\uc744 \ucc28\uc9c0\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc2a4\ud31f \uc778\uc2a4\ud134\uc2a4\uc640 \uacb0\ud569\ud558\uc5ec \ud6c8\ub828 \ube44\uc6a9\uc744 \uc808\uac10\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uc2e4\uc2dc\uac04 \ucd94\ub860 \uc5d4\ub4dc\ud3ec\uc778\ud2b8\ub294 \uc720\ud734 \ub9ac\uc18c\uc2a4\uc758 \ub0ad\ube44\ub97c \ubc29\uc9c0\ud558\uae30 \uc704\ud574 \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub530\ub77c \uc790\ub3d9\uc73c\ub85c \ud655\uc7a5\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h5>2. \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)<\/h5>\n<p>\ud14d\uc2a4\ud2b8 \ubd84\ub958 \ubc0f \uac10\uc815 \ubd84\uc11d\uacfc \uac19\uc740 NLP \ubaa8\ub378\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \uacc4\uc0b0 \uc694\uad6c \uc0ac\ud56d\uc774 \uc57d\uac04 \ub0ae\uace0 \ubcf4\ud1b5 \ud06c\uae30\uac00 \ub354 \uc791\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\ud6c8\ub828\uc5d0\ub294 CPU\ub098 \ud558\uc704 \uc0ac\uc591\uc758 GPU \uc778\uc2a4\ud134\uc2a4\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ucd94\ub860 \uc11c\ube44\uc2a4\ub294 Serverless Endpoint\ub97c \uc0ac\uc6a9\ud558\ub294\ub370, \uc774\ub294 \uc800\uc8fc\ud30c \ud1b5\ud654\uc5d0 \uc801\ud569\ud558\uba70 \uc9c0\uc18d\uc801\uc778 \uacb0\uc81c\uc5d0 \ub300\ud55c \ubd80\ub2f4\uc744 \uc904\uc5ec\uc90d\ub2c8\ub2e4.<\/li>\n<li>\uc790\ub3d9 \ubaa8\ub378 \ud29c\ub2dd \uae30\ub2a5(Autopilot)\uc740 \ube60\ub978 \ubc18\ubcf5\uc5d0 \uc801\ud569\ud558\uc9c0\ub9cc \ube44\uc6a9\uc774 \ube44\uad50\uc801 \ub192\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h5>3. \uc608\uce21 \ubd84\uc11d \ubc0f \uc2dc\uacc4\uc5f4<\/h5>\n<p>\uc7ac\ubb34\uc801 \uc704\ud5d8 \uad00\ub9ac \ubc0f \uc7a5\ube44 \uace0\uc7a5 \uc608\uce21\uacfc \uac19\uc740 \uc2dc\ub098\ub9ac\uc624\ub294 \ub192\uc740 \uc815\ud655\ub3c4\uc640 \ub0ae\uc740 \uc9c0\uc5f0 \uc2dc\uac04\uc5d0 \ucd08\uc810\uc744 \ub9de\ucda5\ub2c8\ub2e4.<\/p>\n<ul>\n<li>GPU\ub294 \uc885\uc885 \ubaa8\ub378 \uc815\ud655\ub3c4\ub97c \ub192\uc774\uae30 \uc704\ud574 \ud559\uc2b5\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<li>\ucd94\ub860 \uc5d4\ub4dc\ud3ec\uc778\ud2b8\ub294 \ub0ae\uc740 \uc9c0\uc5f0 \uc2dc\uac04\uc744 \uc694\uad6c\ud558\uace0 \uc9c0\uc18d\uc801\uc73c\ub85c \uc2e4\ud589\ub418\uc5b4\uc57c \ud558\ubbc0\ub85c \uc0c1\ub300\uc801\uc73c\ub85c \ub192\uc740 \ube44\uc6a9\uc774 \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/li>\n<li>\ubaa8\ub378 \ubaa8\ub2c8\ud130\ub9c1\uacfc \uc790\ub3d9 \uc54c\ub78c\uc744 \uacb0\ud569\ud558\uc5ec \uc801\uc2dc\uc5d0 \ub370\uc774\ud130 \ub4dc\ub9ac\ud504\ud2b8\ub97c \uac10\uc9c0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h4><\/h4>\n<h4>SageMaker \ube44\uc6a9\uc744 \uacfc\ud559\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc81c\uc5b4\ud558\ub294 \ubc29\ubc95<\/h4>\n<p>\uc608\uc0c1\uce58 \ubabb\ud55c \uc694\uae08 \uae09\uc99d\uc744 \ud53c\ud558\ub824\uba74 \ud074\ub77c\uc6b0\ub4dc \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9\uc744 \uc801\uc808\ud788 \uc81c\uc5b4\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uba87 \uac00\uc9c0 \uc2e4\uc6a9\uc801\uc778 \uc81c\uc548\uc785\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\uc608\uc0b0 \uc54c\ub9bc \ud65c\uc131\ud654<\/strong>: AWS Cost Explorer\uc5d0\uc11c \uc608\uc0b0 \uc784\uacc4\uac12\uc744 \uc124\uc815\ud558\uace0 \uc774\ub97c \ucd08\uacfc\ud558\ub294 \uacbd\uc6b0 \uc2dc\uae30\uc801\uc808\ud558\uac8c \uc870\uc815\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ud0dc\uadf8 \uad00\ub9ac \uc0ac\uc6a9<\/strong>: \ub2e4\uc591\ud55c \ud504\ub85c\uc81d\ud2b8, \ud300, \ud658\uacbd\uc5d0 \ub77c\ubca8\uc744 \uc9c0\uc815\ud558\uace0, \uac01 \ubd80\ubd84\uc758 \ube44\uc6a9\uc744 \uacc4\uc0b0\ud558\uace0, \uc815\ud655\ud558\uac8c \uc81c\uc5b4\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uc720\ud734 \ub9ac\uc18c\uc2a4\ub97c \uc815\uae30\uc801\uc73c\ub85c \uac10\uc0ac\ud558\uc138\uc694<\/strong>: AWS Trusted Advisor\uc640 \ube44\uc6a9 \uc774\uc0c1 \uac10\uc9c0 \uae30\ub2a5\uc744 \uc0ac\uc6a9\ud558\uba74 \uc885\ub8cc\ub418\uc9c0 \uc54a\uc740 \ucd94\ub860 \uc5d4\ub4dc\ud3ec\uc778\ud2b8\ub098 \ub108\ubb34 \ud070 \uc2a4\ud1a0\ub9ac\uc9c0 \ubcfc\ub968\uc744 \uc790\ub3d9\uc73c\ub85c \uac80\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\ub85c\uadf8 \ub370\uc774\ud130 \uc0dd\uc131 \ube48\ub3c4 \uac80\ud1a0<\/strong>: CloudWatch \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \ub85c\uadf8 \ub370\uc774\ud130\uac00 \ub108\ubb34 \ub9ce\uc73c\uba74 \ube44\uc6a9\ub3c4 \uc99d\uac00\ud569\ub2c8\ub2e4. \uc0d8\ud50c\ub9c1 \uc18d\ub3c4\uc640 \ubcf4\uc874 \uae30\uac04\uc744 \ud569\ub9ac\uc801\uc73c\ub85c \uad6c\uc131\ud558\uc138\uc694.<\/li>\n<\/ul>\n<h4><\/h4>\n<h4>\ud5a5\ud6c4 \uc804\ub9dd: SageMaker \uac00\uaca9 \ub3d9\ud5a5 \ubc0f \uc0c8\ub85c\uc6b4 \uae30\ub2a5<\/h4>\n<p>AWS\ub294 SageMaker \uae30\ub2a5\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uac15\ud654\ud558\uace0 \uac00\uaca9 \uad6c\uc870\ub97c \ucd5c\uc801\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubbf8\ub798\uc5d0\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ucd94\uc138\uac00 \ub098\ud0c0\ub0a0 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\ub354 \ub9ce\uc740 \uc11c\ubc84\ub9ac\uc2a4 \uc635\uc158<\/strong>: \ucd94\ub860 \uc11c\ube44\uc2a4\uc758 \uc784\uacc4\uac12\uc744 \ub0ae\ucd94\uace0 \uc18c\uaddc\ubaa8 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ube44\uc6a9\uc744 \uc808\uac10\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ud558\uc774\ube0c\ub9ac\ub4dc \ud074\ub77c\uc6b0\ub4dc \ubc0f \uc5e3\uc9c0 \ubc30\ud3ec \uc9c0\uc6d0<\/strong>: \uc9c0\uc5f0 \uc2dc\uac04\uc5d0 \ubbfc\uac10\ud55c \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud558\uae30 \uc704\ud574 \uc5d0\uc9c0 \uc2dc\ub098\ub9ac\uc624\uc5d0 \ub300\ud55c \uac00\uaca9\uc744 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>AI \uc11c\ube44\uc2a4 \ud328\ud0a4\uc9d5 \uc194\ub8e8\uc158<\/strong>: \ub2e4\ub978 AWS AI \uc11c\ube44\uc2a4\uc640 \uacb0\ud569\ub41c \ud328\ud0a4\uc9c0 \uac00\uaca9 \ucc45\uc815\uc774 \ucd9c\uc2dc\ub418\uc5b4 \uc804\ubc18\uc801\uc778 \uae30\uc5c5 \uc870\ub2ec\uc774 \uc6a9\uc774\ud574\uc84c\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc2a4\ub9c8\ud2b8 \ube44\uc6a9 \ucd5c\uc801\ud654 \ub3c4\uad6c<\/strong>: AI\ub97c \ud65c\uc6a9\ud558\uc5ec \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9\ub7c9\uc744 \uc608\uce21\ud558\uace0 \uc790\ub3d9\uc73c\ub85c \uc870\uc815\ud558\uc5ec \ube44\uc6a9\uc744 \ub354\uc6b1 \uc808\uac10\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>\ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305\uacfc \uc778\uacf5\uc9c0\ub2a5\uc758 \uae34\ubc00\ud55c \ud1b5\ud569\uc744 \ud1b5\ud574 Amazon SageMaker\ub294 \uae30\uc5c5\uc774 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\uace0 \ubc30\ud3ec\ud558\ub294 \ub370 \uc911\uc694\ud55c \ud50c\ub7ab\ud3fc\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. AWS\uc758 \uad00\ub9ac\ud615 \uba38\uc2e0 \ub7ec\ub2dd \uc11c\ube44\uc2a4\uc778 SageMaker\ub294 \ub370\uc774\ud130 \uc900\ube44, \ubaa8\ub378 \ud559\uc2b5\ubd80\ud130 \ubaa8\ub378 \ubc30\ud3ec\uae4c\uc9c0 \uc804\uccb4 \ud504\ub85c\uc138\uc2a4\uc5d0 \ub300\ud55c \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 SageMaker\uc758 \uac00\uaca9 \ucc45\uc815 \ubaa8\ub378, \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c \ube44\uc6a9 \ubc0f \ucd5c\uc801\ud654 \ubc29\ubc95\uc744 \uc2ec\uce35\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uc5ec \uacfc\ud559\uc801\uc73c\ub85c \ube44\uc6a9\uc744 \uad00\ub9ac\ud558\uace0 AI \ud504\ub85c\uc81d\ud2b8\uc758 \ucd5c\ub300 \uc774\uc810\uc744 \uc5bb\ub294 \ub370 \ub3c4\uc6c0\uc744 \ub4dc\ub9bd\ub2c8\ub2e4.<\/p>","protected":false},"author":1,"featured_media":3069,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-3068","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\/3068","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=3068"}],"version-history":[{"count":0,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/3068\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media\/3069"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media?parent=3068"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/categories?post=3068"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/tags?post=3068"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}