{"id":4221,"date":"2025-12-11T16:58:38","date_gmt":"2025-12-11T08:58:38","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=4221"},"modified":"2025-12-11T16:58:38","modified_gmt":"2025-12-11T08:58:38","slug":"a-comprehensive-analysis-of-aws-ml-the-core-driving-force-for-building-an-intelligent-future-for-enterprises","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ko\/\uae30\uc5c5\uc758-\uc9c0\ub2a5\ud615-\ubbf8\ub798\ub97c-\uad6c\ucd95\ud558\ub294-\ud575\uc2ec-\ub3d9\ub825\uc778-aws-ml\uc5d0-\ub300\/","title":{"rendered":"AWS ML \uc885\ud569 \ubd84\uc11d: \uae30\uc5c5\uc758 \uc9c0\ub2a5\ud615 \ubbf8\ub798 \uad6c\ucd95\uc744 \uc704\ud55c \ud575\uc2ec \uc6d0\ub3d9\ub825"},"content":{"rendered":"<p>\uc778\uacf5\uc9c0\ub2a5\uc774 \ube44\uc988\ub2c8\uc2a4 \ud658\uacbd\uc744 \ube60\ub974\uac8c \ubcc0\ud654\uc2dc\ud0a4\ub294 \uc624\ub298\ub0a0, \uae30\uc5c5\ub4e4\uc740 \uba38\uc2e0\ub7ec\ub2dd(ML)\uc744 \ud65c\uc6a9\ud558\uc5ec \ud601\uc2e0\uc744 \uac00\uc18d\ud654\ud558\uace0, \uc6b4\uc601\uc744 \ucd5c\uc801\ud654\ud558\uba70, \uc758\uc0ac\uacb0\uc815 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uace0\uc790 \ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 ML \ud504\ub85c\uc81d\ud2b8\ub294 \ub370\uc774\ud130 \uc900\ube44, \ubaa8\ub378 \ud559\uc2b5, \ubc30\ud3ec \ubc0f \ubaa8\ub2c8\ud130\ub9c1 \ub4f1 \uc5ec\ub7ec \ub2e8\uacc4\ub97c \uac70\uccd0\uc57c \ud558\uba70, \uae30\uc220\uc801 \uc7a5\ubcbd\uacfc \uc6b4\uc601 \ube44\uc6a9\uc73c\ub85c \uc778\ud574 \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 \uc8fc\uc800\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc138\uacc4\uc801\uc778 \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305 \ud50c\ub7ab\ud3fc \uc120\ub3c4 \uae30\uc5c5\uc778 \uc544\ub9c8\uc874 \uc6f9 \uc11c\ube44\uc2a4(AWS)\ub294 \uc644\ubcbd\ud55c \uc11c\ube44\uc2a4 \uc81c\ud488\uad70\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. <strong>\uba38\uc2e0\ub7ec\ub2dd(AWS ML) \uc0dd\ud0dc\uacc4<\/strong>\uc774 \uc194\ub8e8\uc158\uc740 \ub370\uc774\ud130 \uc218\uc9d1\ubd80\ud130 \ubaa8\ub378 \uad6c\ud604\uae4c\uc9c0 \uc804\uccb4 \ud504\ub85c\uc138\uc2a4\ub97c \ud3ec\uad04\ud558\uc5ec \uae30\uc5c5\uc774 \ub354 \ube60\ub974\uace0 \uc800\ub834\ud558\uac8c AI \uae30\ubc18 \ubbf8\ub798\ub85c \uc9c4\uc785\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774 \uae00\uc5d0\uc11c\ub294 AWS \uba38\uc2e0 \ub7ec\ub2dd\uc758 \uc544\ud0a4\ud14d\ucc98, \ud575\uc2ec \uc11c\ube44\uc2a4, \uc77c\ubc18\uc801\uc778 \uc2dc\ub098\ub9ac\uc624 \ubc0f \uae30\uc5c5 \uac00\uce58\uc5d0 \ub300\ud55c \uc885\ud569\uc801\uc778 \ubd84\uc11d\uc744 \uc81c\uacf5\ud558\uace0, AWS \ub9ac\uc140\ub7ec\uc758 \uad00\uc810\uc5d0\uc11c \uc2e4\uc9c8\uc801\uc778 \uc870\uc5b8\uc744 \uc81c\uc2dc\ud569\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>AWS ML\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/strong><\/h4>\n<p><strong>AWS ML (AWS \uba38\uc2e0 \ub7ec\ub2dd)<\/strong> \uc774\ub294 AWS\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ubaa8\ub4e0 \uba38\uc2e0\ub7ec\ub2dd \uc11c\ube44\uc2a4 \ubc0f \uc778\ud504\ub77c \ubaa8\uc74c\uc744 \uc758\ubbf8\ud558\uba70 \ub2e4\uc74c\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\uc0ac\uc804 \ud559\uc2b5\ub41c AI \uc11c\ube44\uc2a4 (\ubaa8\ub378 \ud559\uc2b5 \ud544\uc694 \uc5c6\uc774 API\ub9cc \uc0ac\uc6a9)<\/strong><\/li>\n<li><strong>SageMaker\ub294 \uc790\uccb4 \ubaa8\ub378 \ud559\uc2b5\uc744 \uc704\ud55c \uc644\uc804 \uad00\ub9ac\ud615 \uba38\uc2e0\ub7ec\ub2dd \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4.<\/strong><\/li>\n<li><strong>\uace0\uc131\ub2a5 \uba38\uc2e0\ub7ec\ub2dd \uc778\ud504\ub77c(GPU\/\ubd84\uc0b0 \ud559\uc2b5)<\/strong><\/li>\n<\/ul>\n<p>\uae30\uc5c5\uc5d0 \uba38\uc2e0\ub7ec\ub2dd \ud300\uc774 \uc788\ub4e0 \uc5c6\ub4e0, AWS\ub97c \ud65c\uc6a9\ud558\uba74 \uae30\uc5c5\uc758 \ud544\uc694\uc5d0 \ub9de\ub294 \uc9c0\ub2a5\ud615 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>AWS ML\uc758 \uc138 \uac00\uc9c0 \ud575\uc2ec \uad6c\uc131 \uc694\uc18c<\/strong><\/h4>\n<h5><strong>1. AI \uc0ac\uc804 \ud559\uc2b5 \uc11c\ube44\uc2a4 \u2013 AI\uc5d0 \ub300\ud55c \uc7a5\ubcbd \uc5c6\ub294 \uc811\uadfc<\/strong><\/h5>\n<p>\uc774\ub7ec\ud55c \uc11c\ube44\uc2a4\ub294 \ubaa8\ub378 \ud559\uc2b5\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 API \ud638\ucd9c\ub9cc\uc73c\ub85c AI \uae30\ub2a5\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c, \uae30\uc5c5 \ubd80\uc11c\uc5d0\uc11c AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc2e0\uc18d\ud558\uac8c \ubc30\ud3ec\ud558\ub294 \ub370 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4:<\/p>\n<ul>\n<li><strong>\uc544\ub9c8\uc874 \ubca0\ub4dc\ub85d<\/strong>\ub2e4\uc591\ud55c \ucd5c\uace0\uae09 \ub300\ud615 \ubaa8\ub378(LLM) \uc81c\ud488\uc744 \uc704\ud55c \uc6d0\uc2a4\ud1b1 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>\uc544\ub9c8\uc874 \ub808\ucf54\uadf8\ub2c8\uc158<\/strong>\uc774\ubbf8\uc9c0 \uc778\uc2dd \ubc0f \ube44\ub514\uc624 \ubd84\uc11d<\/li>\n<li><strong>\uc544\ub9c8\uc874 \ucef4\ud504\ub9ac\ud5e8\ub4dc<\/strong>\ud14d\uc2a4\ud2b8 \ubd84\uc11d, \uac1c\uccb4 \uc778\uc2dd<\/li>\n<li><strong>\uc544\ub9c8\uc874 \ud2b8\ub79c\uc2a4\ud06c\ub77c\uc774\ube0c \/ \ud3f4\ub9ac<\/strong>\uc74c\uc131-\ud14d\uc2a4\ud2b8 \ubcc0\ud658 \/ \ud14d\uc2a4\ud2b8-\uc74c\uc131 \ubcc0\ud658<\/li>\n<li><strong>\uc544\ub9c8\uc874 \ubc88\uc5ed<\/strong>\uae30\uacc4 \ubc88\uc5ed<\/li>\n<li><strong>\uc544\ub9c8\uc874 \ud14d\uc2a4\ud2b8\ub799\ud2b8<\/strong>\ubb38\uc11c \uc778\uc2dd(OCR)<\/li>\n<\/ul>\n<p><strong>\uc801\uc6a9 \ub300\uc0c1:<\/strong><\/p>\n<p>\uc751\uc6a9 \ubd84\uc57c\uc5d0\ub294 \uc704\ud5d8 \uad00\ub9ac, \uace0\uac1d \uc11c\ube44\uc2a4 \ub85c\ubd07, \ucf58\ud150\uce20 \uac80\uc5f4, \ud14d\uc2a4\ud2b8 \ub9c8\uc774\ub2dd, \uacc4\uc57d\uc11c \uc778\uc2dd, \ube44\ub514\uc624 \uac10\uc2dc \ubc0f \ucf58\ud150\uce20 \uc81c\uc791 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h5><strong>2. \uc544\ub9c8\uc874 \uc138\uc774\uc9c0\uba54\uc774\ucee4 \u2013 \uc644\uc804 \uad00\ub9ac\ud615 \uba38\uc2e0\ub7ec\ub2dd \ud50c\ub7ab\ud3fc<\/strong><\/h5>\n<p>\uae30\uc5c5\uc774 \uc790\uccb4 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc744 \uad6c\ucd95\ud574\uc57c \ud560 \ub54c, SageMaker\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uae30\ub2a5\uc744 \ud3ec\ud568\ud558\ub294 \uc6d0\uc2a4\ud1b1 \uac1c\ubc1c \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\ub370\uc774\ud130 \uc900\ube44(\ucc98\ub9ac, \ub370\uc774\ud130 \uc815\ub9ac \ub3c4\uad6c)<\/li>\n<li>\ubaa8\ub378 \ud559\uc2b5<\/li>\n<li>\uc790\ub3d9 \ubaa8\ub378 \ud29c\ub2dd<\/li>\n<li>\ubc30\ud3ec \ubc29\uc2dd(\uc5d4\ub4dc\ud3ec\uc778\ud2b8, \uc11c\ubc84\ub9ac\uc2a4 \ucd94\ub860)<\/li>\n<li>\uc77c\uad04 \ubcc0\ud658<\/li>\n<li>\ubaa8\ub378 \ubaa8\ub2c8\ud130\ub9c1<\/li>\n<li>MLOps \ud30c\uc774\ud504\ub77c\uc778(CI\/CD \uae30\ubc18 \uba38\uc2e0\ub7ec\ub2dd)<\/li>\n<\/ul>\n<p>SageMaker\ub294 \uba38\uc2e0\ub7ec\ub2dd \ud504\ub85c\uc81d\ud2b8\uc758 \uac1c\ubc1c, \ubc30\ud3ec \ubc0f \uc720\uc9c0 \uad00\ub9ac \ube44\uc6a9\uc744 \ud06c\uac8c \uc808\uac10\ud558\uc5ec \uae30\uc5c5\uc774 AI \ud50c\ub7ab\ud3fc\uc744 \uad6c\ucd95\ud558\ub294 \ub370 \ucd5c\uc801\uc758 \uc120\ud0dd\uc774 \ub418\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n<h5><strong>3. \uba38\uc2e0\ub7ec\ub2dd \uc778\ud504\ub77c \u2013 \uace0\uc131\ub2a5 \ubd84\uc0b0 \ud559\uc2b5<\/strong><\/h5>\n<p>AWS\ub294 \uba38\uc2e0 \ub7ec\ub2dd\uc5d0 \ucd5c\uc801\ud654\ub41c \uae30\ubcf8 \uc778\ud504\ub77c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>GPU \uc778\uc2a4\ud134\uc2a4(p5, p4, g5, g6)<\/strong>\ub525\ub7ec\ub2dd\/\ub300\uaddc\ubaa8 \ubaa8\ub378 \ud559\uc2b5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<li>\ub525\ub7ec\ub2dd \ucee8\ud14c\uc774\ub108 \ubc0f AMI<\/li>\n<li>Elastic Kubernetes(EKS) \ub300\uaddc\ubaa8 \uad50\uc721<\/li>\n<li>EC2 + FSx + EFA\uc758 \ubd84\uc0b0 \ud559\uc2b5 \uc544\ud0a4\ud14d\ucc98<\/li>\n<\/ul>\n<p>\uc774 \uc194\ub8e8\uc158\uc740 \ub300\uaddc\ubaa8 \ubaa8\ub378 \ud559\uc2b5, \ucd94\ub860 \uac00\uc18d \ubc0f \ube44\uacf5\uac1c \ubaa8\ub378 \ubc30\ud3ec\uc640 \uac19\uc740 \uace0\uae09 \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud569\ub2c8\ub2e4.<\/p>\n<h4><\/h4>\n<h4><strong>\uae30\uc5c5\uc740 \uc65c AWS ML\uc774 \ud544\uc694\ud560\uae4c\uc694?<\/strong><\/h4>\n<h5><strong>1. AI \uad6c\ud604\uc758 \uc5b4\ub824\uc6c0\uc744 \uc904\uc785\ub2c8\ub2e4.<\/strong><\/h5>\n<p>\uc54c\uace0\ub9ac\uc998 \ubc0f \uc6b4\uc601 \uc720\uc9c0 \ubcf4\uc218 \uacbd\ud5d8\uc744 \uc218\ub144\uac04 \ucd95\uc801\ud560 \ud544\uc694 \uc5c6\uc774 \uae30\uc5c5\uc774 \ube60\ub974\uac8c AI \uc2dc\ub300\ub85c \uc9c4\uc785\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<h5><strong>2. \ube44\uc6a9 \uc808\uac10 \ubc0f \ud6a8\uc728\uc131 \ud5a5\uc0c1<\/strong><\/h5>\n<p>\uad00\ub9ac\ud615 \ud559\uc2b5, \uc628\ub514\ub9e8\ub4dc GPU \uc0ac\uc6a9 \ubc0f \uc11c\ubc84\ub9ac\uc2a4 \ucd94\ub860\uc744 \ud1b5\ud574 \uc2e4\ud5d8 \ubc0f \uc0dd\uc0b0 \ube44\uc6a9\uc744 \ub354\uc6b1 \ud6a8\uacfc\uc801\uc73c\ub85c \uad00\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h5><strong>3. \uae30\uc5c5 \uc218\uc900\uc758 \ubcf4\uc548<\/strong><\/h5>\n<p>\ubaa8\ub4e0 \uc791\uc5c5\uc740 AWS \ubcf4\uc548 \ud504\ub808\uc784\uc6cc\ud06c \ubc0f \uc9c0\uc6d0 \ubc94\uc704 \ub0b4\uc5d0\uc11c \uc2e4\ud589\ub429\ub2c8\ub2e4.<\/p>\n<ul>\n<li>IAM ID \ubc0f \uc561\uc138\uc2a4 \uc81c\uc5b4<\/li>\n<li>VPC \uaca9\ub9ac<\/li>\n<li>\ub370\uc774\ud130 \uc554\ud638\ud654(KMS)<\/li>\n<li>(\uae08\uc735\/\uc758\ub8cc\/\uc815\ubd80 \ubd80\ubb38\uc5d0 \uc801\uc6a9\ub418\ub294) \uaddc\uc815 \uc900\uc218 \uc778\uc99d<\/li>\n<\/ul>\n<h5><strong>4. \ud655\uc7a5\uc131\uc774 \ub9e4\uc6b0 \ub6f0\uc5b4\ub0a8<\/strong><\/h5>\n<p>\uc18c\uaddc\ubaa8 \uc2e4\ud5d8\ubd80\ud130 \ub300\uaddc\ubaa8 \ubd84\uc0b0 \ud559\uc2b5\uae4c\uc9c0 \uc6d0\ud65c\ud558\uac8c \ud655\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>\uae30\uc5c5 \ud658\uacbd\uc5d0\uc11c AWS ML\uc744 \ud65c\uc6a9\ud558\ub294 \uc77c\ubc18\uc801\uc778 \uc2dc\ub098\ub9ac\uc624<\/strong><\/h4>\n<h5><strong>1. \ub300\uaddc\ubaa8 \ubaa8\ub378\/\uc0dd\uc131\ud615 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158<\/strong><\/h5>\n<ul>\n<li>\uc9c0\ub2a5\ud615 \uace0\uac1d \uc11c\ube44\uc2a4<\/li>\n<li>\uce74\ud53c\ub77c\uc774\ud130 \uc138\ub300<\/li>\n<li>\uc774\ubbf8\uc9c0 \uc0dd\uc131<\/li>\n<li>AI \ud504\ub85c\uadf8\ub798\ubc0d \ub3c4\uc6b0\ubbf8<\/li>\n<li>\ubb38\uc11c \uc694\uc57d<\/li>\n<\/ul>\n<p>Bedrock\uc740 \uae30\uc5c5 \uc218\uc900\uc758 GenAI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc2e0\uc18d\ud558\uac8c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d Claude, Llama, Titan \ub4f1 \ub2e4\uc591\ud55c \ubaa8\ub378\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<h5><strong>2. \uc9c0\ub2a5\ud615 \uc704\ud5d8 \uad00\ub9ac \ubc0f \ubd80\uc815 \ubc29\uc9c0<\/strong><\/h5>\n<p>Comprehend, SageMaker \ubc0f Rekognition\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad6c\ucd95\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\uc2e0\uc6a9\ud3c9\uac00 \ubaa8\ub378<\/li>\n<li>\uc0ac\uae30 \uac70\ub798 \ubaa8\ub2c8\ud130\ub9c1<\/li>\n<li>\uc0ac\uc6a9\uc790 \ud589\ub3d9 \ubd84\uc11d<\/li>\n<\/ul>\n<h5><strong>3. \uc608\uce21 \ubd84\uc11d<\/strong><\/h5>\n<p>\uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc640 SageMaker \uc608\uce21\uc744 \uacb0\ud569\ud558\uae30:<\/p>\n<ul>\n<li>\ud310\ub9e4 \uc608\uce21<\/li>\n<li>\uacf5\uae09 \ubc0f \uc218\uc694 \uc608\uce21<\/li>\n<li>\uc6b4\uc601 \ubc0f \uc720\uc9c0\ubcf4\uc218 \uacbd\ubcf4 \uc608\uce21<\/li>\n<\/ul>\n<h5><strong>4. \uc9c0\ub2a5\ud615 \uc774\ubbf8\uc9c0 \ubc0f \ube44\ub514\uc624 \uc778\uc2dd<\/strong><\/h5>\n<p>\uc801\ud569\ud55c:<\/p>\n<ul>\n<li>\ubcf4\uc548 \ubaa8\ub2c8\ud130\ub9c1<\/li>\n<li>\uc81c\uc870 \ud488\uc9c8 \uac80\uc0ac<\/li>\n<li>\uc18c\ub9e4 \uc9c4\uc5f4\ub300 \uc2dd\ubcc4<\/li>\n<li>\uc758\ub8cc \uc601\uc0c1 \ubcf4\uc870 \ubd84\uc11d<\/li>\n<\/ul>\n<h5><strong>5. \uc9c0\ub2a5\ud615 \ubb38\uc11c \ucc98\ub9ac<\/strong><\/h5>\n<p>Textract\uc640 Comprehend\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud45c, \uacc4\uc57d\uc11c, \uc1a1\uc7a5 \ub4f1\uc5d0\uc11c \ucf58\ud150\uce20\ub97c \ucd94\ucd9c\ud568\uc73c\ub85c\uc368 \uc218\ub3d9 \uac80\ud1a0 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uc138\uc694.<\/p>\n<p>&nbsp;<\/p>\n<h4>\ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c<\/h4>\n<p>AWS \uacf5\uc778 \ub9ac\uc140\ub7ec\ub85c\uc11c \ub2f9\uc0ac\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc5d4\ud130\ud504\ub77c\uc774\uc988\uae09 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h5><strong>1. AI \uc2dc\ub098\ub9ac\uc624 \ucee8\uc124\ud305 \ubc0f \uae30\ud68d<\/strong><\/h5>\n<p>\uae30\uc5c5\ub4e4\uc774 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uac00\uce58\ub97c \ud3c9\uac00\ud558\uace0 \uae30\uc220 \ub85c\ub4dc\ub9f5\uc744 \uc218\ub9bd\ud558\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<h5><strong>2. AWS ML \uc544\ud0a4\ud14d\ucc98 \uc124\uacc4<\/strong><\/h5>\n<p>\ud3ec\ud568\ud558\ub2e4:<\/p>\n<ul>\n<li>\ubca0\ub4dc\ub77d \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc544\ud0a4\ud14d\ucc98<\/li>\n<li>SageMaker \ubaa8\ub378 \ud559\uc2b5 \ubc0f \ucd94\ub860 \uc544\ud0a4\ud14d\ucc98<\/li>\n<li>GPU \ud559\uc2b5 \ud074\ub7ec\uc2a4\ud130 \uc194\ub8e8\uc158<\/li>\n<li>\ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4 \ubc0f \ubcf4\uc548 \uc2dc\uc2a4\ud15c<\/li>\n<\/ul>\n<h5><strong>3. \uae30\uc5c5 \uc218\uc900\uc758 AI \ubbf8\ub4e4\uc6e8\uc5b4 \ud50c\ub7ab\ud3fc \uad6c\ucd95<\/strong><\/h5>\n<p>\uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\uc740 \uc7ac\uc0ac\uc6a9 \uac00\ub2a5\ud55c AI \uac1c\ubc1c, \uad50\uc721 \ubc0f \ubc30\ud3ec \uae30\ub2a5\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h5><strong>4. \ub9c8\uc774\uadf8\ub808\uc774\uc158 \ubc0f \uad6c\ud604<\/strong><\/h5>\n<p>PoC(\ud504\ub85c\ud1a0\ud0c0\uc785 \uac80\uc99d)\ubd80\ud130 \ub300\uaddc\ubaa8 \ubc30\ud3ec\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc804 \uacfc\uc815\uc5d0 \uac78\uce5c \uae30\uc220 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<h5><strong>5. \ube44\uc6a9 \ucd5c\uc801\ud654<\/strong><\/h5>\n<p>Spot GPU, \uc11c\ubc84\ub9ac\uc2a4 \ucd94\ub860 \ubc0f \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1\uc744 \ud65c\uc6a9\ud558\uc5ec \uae30\uc5c5\uc774 \ud559\uc2b5 \ubc0f \ucd94\ub860 \ube44\uc6a9\uc744 \uc808\uac10\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<h5><strong>6. AWS \uacf5\uc2dd \ub9ac\uc18c\uc2a4 \ubc0f \uc694\uae08 \uc801\uc6a9(\uc608: MDF)<\/strong><\/h5>\n<p>\uae30\uc5c5\ub4e4\uc774 AWS\uc758 \uacf5\uc2dd \uc790\uae08 \uc9c0\uc6d0 \ubc0f \uae30\uc220 \uc9c0\uc6d0\uc744 \ud655\ubcf4\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>\uc694\uc57d\ud558\ub2e4<\/strong><\/h4>\n<p>AWS ML\uc740 \uae30\ubcf8\uc801\uc778 AI \uc11c\ube44\uc2a4\ubd80\ud130 \uc804\ubb38\uac00\uae09 \uba38\uc2e0\ub7ec\ub2dd \ud50c\ub7ab\ud3fc\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uae30\uc5c5\uc5d0 \ud3ec\uad04\uc801\uc778 \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uc5ec \uc9c0\ub2a5\ud615 \uad6c\ucd95\uc744 \ub354\uc6b1 \ud6a8\uc728\uc801\uc774\uace0 \uc548\uc804\ud558\uba70 \uc81c\uc5b4 \uac00\ub2a5\ud558\uac8c \ub9cc\ub4ed\ub2c8\ub2e4. \uae30\uc5c5\uc774 AI \ud559\uc2b5 \ucd08\uae30 \ub2e8\uacc4\uc5d0 \uc788\ub4e0 \ubcf5\uc7a1\ud55c \ubaa8\ub378 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\ub4e0 \uad00\uacc4\uc5c6\uc774 AWS\uc5d0\uc11c \uba38\uc2e0\ub7ec\ub2dd \uc791\uc5c5\uc758 \uc804\uccb4 \ub77c\uc774\ud504\uc0ac\uc774\ud074\uc744 \uc644\ub8cc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>AWS \ub9ac\uc140\ub7ec\ub85c\uc11c \ub2f9\uc0ac\ub294 \uae30\uc5c5\ub4e4\uc774 AWS ML\uc744 \ud65c\uc6a9\ud558\uc5ec \uc9c0\ub2a5\ud615 \ube44\uc988\ub2c8\uc2a4 \uc5ed\ub7c9\uc744 \uad6c\ucd95\ud558\uace0, \ub514\uc9c0\ud138 \uc804\ud658\uc744 \uac00\uc18d\ud654\ud558\uba70, \ub354\uc6b1 \ud6a8\uc728\uc801\uc774\uace0 \uc9c0\ub2a5\uc801\uc778 \ubbf8\ub798\ub97c \ub9de\uc774\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc18d\uc801\uc73c\ub85c \uc9c0\uc6d0\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"<p>\uc778\uacf5\uc9c0\ub2a5\uc774 \ube44\uc988\ub2c8\uc2a4 \ud658\uacbd\uc744 \ube60\ub974\uac8c \ubcc0\ud654\uc2dc\ud0a4\ub294 \uc624\ub298\ub0a0, \uae30\uc5c5\ub4e4\uc740 \uba38\uc2e0\ub7ec\ub2dd(ML)\uc744 \ud65c\uc6a9\ud558\uc5ec \ud601\uc2e0\uc744 \uac00\uc18d\ud654\ud558\uace0, \uc6b4\uc601\uc744 \ucd5c\uc801\ud654\ud558\uba70, \uc758\uc0ac\uacb0\uc815 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uace0\uc790 \ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 ML \ud504\ub85c\uc81d\ud2b8\ub294 \ub370\uc774\ud130 \uc900\ube44, \ubaa8\ub378 \ud559\uc2b5, \ubc30\ud3ec \ubc0f \ubaa8\ub2c8\ud130\ub9c1 \ub4f1 \uc5ec\ub7ec \ub2e8\uacc4\ub97c \uac70\uccd0\uc57c \ud558\uba70, \uae30\uc220\uc801 \uc7a5\ubcbd\uacfc \uc6b4\uc601 \ube44\uc6a9\uc73c\ub85c \uc778\ud574 \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 \uc8fc\uc800\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>","protected":false},"author":1,"featured_media":4222,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-4221","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\/4221","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=4221"}],"version-history":[{"count":1,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/4221\/revisions"}],"predecessor-version":[{"id":4223,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/4221\/revisions\/4223"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media\/4222"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media?parent=4221"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/categories?post=4221"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/tags?post=4221"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}