{"id":22745,"date":"2018-03-07T01:17:48","date_gmt":"2018-03-06T16:17:48","guid":{"rendered":"https:\/\/jirak.net\/wp\/amazon-sagemaker-%eb%aa%a8%eb%8d%b8-%eb%b0%b0%ed%8f%ac-%ec%84%9c%eb%b9%84%ec%8a%a4%ec%97%90-%ec%9e%90%eb%8f%99-%ec%8a%a4%ec%bc%80%ec%9d%bc%eb%a7%81-%ec%a7%80%ec%9b%90\/"},"modified":"2018-03-07T01:34:31","modified_gmt":"2018-03-06T16:34:31","slug":"amazon-sagemaker-%eb%aa%a8%eb%8d%b8-%eb%b0%b0%ed%8f%ac-%ec%84%9c%eb%b9%84%ec%8a%a4%ec%97%90-%ec%9e%90%eb%8f%99-%ec%8a%a4%ec%bc%80%ec%9d%bc%eb%a7%81-%ec%a7%80%ec%9b%90","status":"publish","type":"post","link":"https:\/\/jirak.net\/wp\/amazon-sagemaker-%eb%aa%a8%eb%8d%b8-%eb%b0%b0%ed%8f%ac-%ec%84%9c%eb%b9%84%ec%8a%a4%ec%97%90-%ec%9e%90%eb%8f%99-%ec%8a%a4%ec%bc%80%ec%9d%bc%eb%a7%81-%ec%a7%80%ec%9b%90\/","title":{"rendered":"Amazon SageMaker, \ubaa8\ub378 \ubc30\ud3ec \uc11c\ube44\uc2a4\uc5d0 \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1 \uc9c0\uc6d0"},"content":{"rendered":"<p>Amazon SageMaker, \ubaa8\ub378 \ubc30\ud3ec \uc11c\ube44\uc2a4\uc5d0 \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1 \uc9c0\uc6d0<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/jirak.net\/wp\/wp-content\/uploads\/2018\/03\/Screen-Shot-1-1024x429.png\" width=\"1024\" height=\"429\"><\/p>\n<p>AWS ML \ud50c\ub7ab\ud3fc \ud300\uc758 \uc81c\ud488 \uad00\ub9ac\uc790\uc778 Kumar Venkateswar\ub85c\ubd80\ud130 Amazon SageMaker\uc5d0\uc11c \uc0c8\ub86d\uac8c \uc9c0\uc6d0\ud558\ub294 \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1(Auto Scaling)\uc5d0 \ub300\ud55c \ubc1c\ud45c \ub0b4\uc6a9\uc744 \uc790\uc138\ud558\uac8c \ub4e4\uc5b4\ubd05\ub2c8\ub2e4.<\/p>\n<hr \/>\n<p><a href=\"https:\/\/aws.amazon.com\/sagemaker\/?sc_channel=PS&amp;sc_campaign=pac_ps_q4&amp;sc_publisher=google&amp;sc_medium=sagemaker_b_pac_search&amp;sc_content=sagemaker_e&amp;sc_detail=amazon%20sagemaker&amp;sc_category=sagemaker&amp;sc_segment=webp&amp;sc_matchtype=e&amp;sc_country=US&amp;sc_geo=namer&amp;sc_outcome=pac&amp;s_kwcid=AL!4422!3!245225393505!e!!g!!amazon%20sagemaker&amp;ef_id=WftJbAAAA-YTV2Xs:20180302024125:s\">Amazon SageMaker<\/a>\ub97c \uc0ac\uc6a9\ud558\uc5ec \uae30\uacc4 \ud559\uc2b5(Machine Learning, ML) \ubaa8\ub378\uc744 \uc190\uc27d\uac8c \uad6c\ucd95\ud558\uace0 \uad50\uc721\ud558\uace0 \ubc30\ud3ec\ud55c \uace0\uac1d\uc0ac\uac00 \uc774\ubbf8 \uc218\ucc9c\uc5ec\uac1c\uc5d0 \ub2ec\ud569\ub2c8\ub2e4. \uc624\ub298 \ubd80\ud130 Amazon SageMaker\uc6a9 \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1(Auto Scaling)\uc73c\ub85c \uc6b4\uc601 ML \ubaa8\ub378\uc744 \ub354\uc6b1 \uc190\uc27d\uac8c \uad00\ub9ac\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ucd94\ub860\uc5d0 \ud544\uc694\ud55c \uaddc\ubaa8\uc5d0 \ub9de\ucd94\uc5b4 \uc218 \ub9ce\uc740 \uc778\uc2a4\ud134\uc2a4\ub97c \uc218\ub3d9\uc73c\ub85c \uad00\ub9ac\ud560 \ud544\uc694 \uc5c6\uc774 SageMaker\uc5d0\uc11c AWS \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1 \uc815\ucc45\uc5d0 \ub530\ub77c \uc778\uc2a4\ud134\uc2a4 \uac1c\uc218\uac00 \uc790\ub3d9\uc73c\ub85c \uc870\uc815\ub418\ub3c4\ub85d \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>SageMaker\ub294 \ub9ce\uc740 \uace0\uac1d\uc774 ML \ud504\ub85c\uc138\uc2a4\ub97c \uc27d\uac8c \uad00\ub9ac\ud558\ub3c4\ub85d \uc9c0\uc6d0\ud574\uc654\uc2b5\ub2c8\ub2e4. \uad00\ub9ac\ud615 Jupyter \ub178\ud2b8\ubd81\uacfc \uad00\ub9ac\ud615 \ubc30\ud3ec \uad50\uc721\uc758 \uc774\uc810\uc744 \ud65c\uc6a9\ud558\ub294 \uace0\uac1d\ub4e4\ub3c4 \uc788\uc5c8\uace0, \uae30\uacc4 \ud559\uc2b5\uc744 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \ud1b5\ud569\ud558\ub294 \uacfc\uc815\uc5d0\uc11c \ucd94\ub860\uc744 \uc704\ud55c SageMaker \ud638\uc2a4\ud2b8\uc5d0 \ubaa8\ub378\uc744 \ubc30\ud3ec\ud558\ub294 \uace0\uac1d\ub4e4\ub3c4 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>SageMaker\ub97c \ud65c\uc6a9\ud558\uba74 \ucd94\ub860 \ud638\uc2a4\ud2b8\uc758 \uc6b4\uc601 \uccb4\uc81c(OS) \ub610\ub294 \ud504\ub808\uc784\uc6cc\ud06c\uc5d0 \ud328\uce58\ub97c \uc801\uc6a9\ud558\ub294 \ub370 \uc2e0\uacbd\uc744 \uc4f8 \ud544\uc694\uac00 \uc5c6\uace0 \uac00\uc6a9 \uc601\uc5ed \uc804\ubc18\uc5d0 \ucd94\ub860 \ud638\uc2a4\ud2b8\ub97c \uad6c\uc131\ud560 \ud544\uc694\ub3c4 \uc5c6\uc2b5\ub2c8\ub2e4. SageMaker\uc5d0 \ubaa8\ub378\uc744 \ubc30\ud3ec\ud558\uba74 \ub098\uba38\uc9c0 \uc791\uc5c5\uc740 \uc790\ub3d9\uc73c\ub85c \ucc98\ub9ac\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc9c0\uae08\uae4c\uc9c0\ub294 \ucd94\ub860\uc5d0 \ud544\uc694\ud55c \uaddc\ubaa8\ub97c \uc81c\uacf5\ud558\ub824\uba74 \uc5d4\ub4dc\ud3ec\uc778\ud2b8(\ub610\ub294 \ub2e4\ub978 \ud615\ud0dc\uc758 \uc6b4\uc601 \ud658\uacbd)\ub2f9 \ucd94\ub860\uc758 \uc218\uc640 \uc720\ud615\uc744 \uc9c0\uc815\ud574\uc57c \ud588\uc2b5\ub2c8\ub2e4. \ucd94\ub860 \ubcfc\ub968\uc774 \ubc14\ub00c\uba74 \uc778\uc2a4\ud134\uc2a4\uc758 \uc218 \ub610\ub294 \uc720\ud615\uc744 \ubcc0\uacbd\ud560 \uc218 \uc788\uc73c\uba70, \ub2e4\uc6b4\ud0c0\uc784 \uc5c6\uc774 \uc774 \ubcc0\uacbd \uc0ac\ud56d\uc740 \uac01 \uc5d4\ub4dc\ud3ec\uc778\ud2b8\uc5d0 \ub2e4\uc2dc \ubc18\uc601\ub429\ub2c8\ub2e4. \ud504\ub85c\ube44\uc800\ub2dd\uc744 \uc190\uc27d\uac8c \ubcc0\uacbd\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uac83 \uc678\uc5d0, \uace0\uac1d\ub4e4\uc740 SageMaker\ub97c \ub354 \uc27d\uac8c \uad00\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \uae30\ub2a5\uc744 \uac1c\uc120\ud574\uc904 \uac83\uc744 \uc694\uccad\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/console.aws.amazon.com\/sagemaker\">SageMaker \ucf58\uc194<\/a>, <a href=\"https:\/\/docs.aws.amazon.com\/autoscaling\/application\/APIReference\/API_PutScalingPolicy.html\">AWS Auto Scaling API<\/a> \ubc0f <a href=\"https:\/\/docs.aws.amazon.com\/cli\/latest\/reference\/application-autoscaling\/index.html\">AWS SDK<\/a>\uc5d0\uc11c Amazon SageMaker\uc6a9 \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1\uc744 \uc0ac\uc6a9\ud558\uba74 \ud6e8\uc52c \uc27d\uac8c \uad00\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc81c \ucd94\ub860 \ubcfc\ub968\uc744 \uc790\uc138\ud558\uac8c \ubaa8\ub2c8\ud130\ub9c1\ud558\uc5ec \uadf8\uc5d0 \ub530\ub77c \uc5d4\ub4dc\ud3ec\uc778\ud2b8 \uad6c\uc131\uc744 \ubcc0\uacbd\ud560 \ud544\uc694 \uc5c6\uc774 \uace0\uac1d\uc774 AWS Auto Scaling\uc5d0 \uc801\uc6a9\ud560 \uc870\uc815 \uc815\ucc45\uc744 \uad6c\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1\uc740 \uc815\ucc45\uc5d0 \uc815\uc758\ub41c Amazon CloudWatch \uc9c0\ud45c\uc640 \ub300\uc0c1 \uac12\uc744 \uae30\uc900\uc73c\ub85c \uc2e4\uc81c \uc6cc\ud06c\ub85c\ub4dc\uc5d0 \ub530\ub77c \uc778\uc2a4\ud134\uc2a4 \uac1c\uc218\ub97c \ub298\ub9ac\uac70\ub098 \uc904\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub530\ub77c\uc11c \uace0\uac1d\uc774 \ucd94\ub860 \uc6a9\ub7c9\uc744 \uc790\ub3d9\uc73c\ub85c \uc870\uc815\ud558\uba74\uc11c \ub0ae\uc740 \ube44\uc6a9\uc73c\ub85c \uc608\uce21 \uac00\ub2a5\ud55c \uc131\ub2a5\uc744 \uc720\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc778\uc2a4\ud134\uc2a4\ub2f9 \ubaa9\ud45c \ucd94\ub860 \ucc98\ub9ac\ub7c9\uc744 \uc9c0\uc815\ud558\uace0 \uac01 \uc6b4\uc601 \ud658\uacbd\ubcc4 \uc778\uc2a4\ud134\uc2a4 \uac1c\uc218\uc758 \uc0c1\ud55c\uacfc \ud558\ud55c\uc744 \uc124\uc815\ud558\uae30\ub9cc \ud558\uba74 \ub429\ub2c8\ub2e4. \uadf8\ub7ec\uba74 SageMaker\uac00 Amazon CloudWatch \uacbd\ubcf4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc778\uc2a4\ud134\uc2a4\ub2f9 \ucc98\ub9ac\ub7c9\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud55c \ud6c4 \ud544\uc694\uc5d0 \ub530\ub77c \ud504\ub85c\ube44\uc800\ub2dd\ub41c \uc6a9\ub7c9\uc744 \ub298\ub9ac\uac70\ub098 \uc904\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc5d4\ub4dc\ud3ec\uc778\ud2b8\ub97c \uad6c\uc131\ud558\uace0 \ub098\uba74 SageMaker\uac00 \ubc30\ud3ec\ub41c \ubaa8\ub378\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\uc5ec \uc778\uc2a4\ud134\uc2a4 \uc218\ub97c \uc790\ub3d9\uc73c\ub85c \uc870\uc815\ud569\ub2c8\ub2e4. SageMaker\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud2b8\ub798\ud53d\uc758 \ubcc0\ud654\uc5d0 \ub300\uc751\ud558\uc5ec \ucc98\ub9ac\ub7c9\uc744 \uc6d0\ud558\ub294 \ub808\ubca8\ub85c \uc720\uc9c0\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \ub354 \uc774\uc0c1 \ucd5c\ub300 \ub85c\ub4dc\uc5d0 \ub9de\ucd94\uc5b4 \ubd88\ud544\uc694\ud558\uac8c \ub9ce\uc740 \uc6a9\ub7c9\uc744 \ud504\ub85c\ube44\uc800\ub2dd\ud560 \ud544\uc694\uac00 \uc5c6\uc73c\ubbc0\ub85c \uc6b4\uc601 \ud658\uacbd\uc5d0\uc11c \ubaa8\ub378\uc744 \uc190\uc27d\uac8c \uad00\ub9ac\ud558\uace0 \ubc30\ud3ec\ub41c \ubaa8\ub378\uc758 \ube44\uc6a9\uc744 \uc808\uac10\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub300\uc2e0, \uc608\uc0c1\ub418\ub294 \ucd5c\uc18c \ud2b8\ub798\ud53d\uacfc \ucd5c\ub300 \ud2b8\ub798\ud53d\uc744 \uc218\uc6a9\ud560 \uc218 \uc788\ub294 \ud55c\ub3c4\ub97c \uad6c\uc131\ud558\uba74 Amazon SageMaker\uac00 \uadf8 \ud55c\ub3c4 \ub0b4\uc5d0\uc11c \uc791\ub3d9\ud558\uba74\uc11c \ube44\uc6a9\uc744 \ucd5c\uc18c\ud55c\uc73c\ub85c \uc720\uc9c0\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc791\ud558\ub294 \ubc29\ubc95 SageMaker \ucf58\uc194\uc744 \uc5fd\ub2c8\ub2e4. \uae30\uc874 \uc5d4\ub4dc\ud3ec\uc778\ud2b8\uc758 \uacbd\uc6b0 \uba3c\uc800 \uc5d4\ub4dc\ud3ec\uc778\ud2b8\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uc124\uc815\uc744 \uc218\uc815\ud569\ub2c8\ub2e4.<\/p>\n<p><em><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-23167\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2018\/03\/02\/Screen-Shot-1-1024x429.png\" alt=\"\" width=\"1024\" height=\"429\" \/><\/em><br \/> \uadf8\ub7f0 \ub2e4\uc74c <strong>Endpoint runtime settings<\/strong> \uc139\uc158\uc73c\ub85c \uc2a4\ud06c\ub864\ud558\uc5ec \uc6b4\uc601 \ud658\uacbd \ud615\ud0dc\ub97c \uc120\ud0dd\ud558\uace0 <strong>Configure auto scaling<\/strong>\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-23168\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2018\/03\/02\/Screen-Shot-2-1024x233.png\" alt=\"\" width=\"1024\" height=\"233\" \/><br \/> \uba3c\uc800 \ucd5c\ub300 \ubc0f \ucd5c\uc18c \uc778\uc2a4\ud134\uc2a4 \uc218\ub97c \uad6c\uc131\ud569\ub2c8\ub2e4.<\/p>\n<p><em><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-23169\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2018\/03\/02\/Screen-Shot-3-1024x586.png\" alt=\"\" width=\"1024\" height=\"586\" \/><\/em><\/p>\n<p>\ub2e4\uc74c\uc73c\ub85c, \uc774\uc804 \ub85c\ub4dc \ud14c\uc2a4\ud2b8 \uacb0\uacfc\uc5d0 \ub530\ub77c \uc778\uc2a4\ud134\uc2a4\ub97c \ucd94\uac00\ud558\ub294 \ub370 \uae30\uc900\uc774 \ub420 \uc778\uc2a4\ud134\uc2a4\ub2f9 \ucc98\ub9ac\ub7c9\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/p>\n<p><em><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-23171\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2018\/03\/02\/Screen-Shot-4-1024x435.png\" alt=\"\" width=\"1024\" height=\"435\" \/><\/em><\/p>\n<p>\ud544\uc694\ud55c \uacbd\uc6b0 \uc6cc\ud06c\ub85c\ub4dc\uc758 \ubcc0\ud654 \ud3ed\uc774 \ud070 \uae30\uac04 \ub3d9\uc548 \uc7a6\uc740 \ubcc0\ub3d9\uc744 \ubc29\uc9c0\ud558\uae30 \uc704\ud574 \uc870\uc815\uc744 \uc911\ub2e8\ud558\uac70\ub098 \uc7ac\uac1c\ud558\ub294 \ucfe8\ub2e4\uc6b4 \uae30\uac04\uc744 \uc124\uc815\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uac04\uc744 \uc124\uc815\ud558\uc9c0 \uc54a\uc73c\uba74 SageMaker\uac00 \uae30\ubcf8\uac12\uc73c\ub85c \uc791\ub3d9\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774\uac78\ub85c \ub05d\uc785\ub2c8\ub2e4. \uc774\uc81c \ucd94\ub860\uc774 \ub298\uc5b4\ub0a8\uc5d0 \ub530\ub77c \uc5d4\ub4dc\ud3ec\uc778\ud2b8\uac00 \uc790\ub3d9\uc73c\ub85c \uc870\uc815\ub429\ub2c8\ub2e4.<\/p>\n<p><em><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-23172\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2018\/03\/02\/Screen-Shot-5-1024x423.png\" alt=\"\" width=\"1024\" height=\"423\" \/><\/em><\/p>\n<p>\uc0ac\uc6a9\ub7c9\uc5d0 \ub530\ub978 \uc77c\ubc18\uc801\uc778 SageMaker \uacb0\uc81c \ubc29\uc2dd\uc5d0 \ub530\ub77c \uc694\uae08\uc744 \uc9c0\ubd88\ud558\ubbc0\ub85c, \uc0c1\ub300\uc801\uc73c\ub85c \uc0ac\uc6a9\ub7c9\uc774 \uc801\uc740 \uae30\uac04\uc5d0 \uc0ac\uc6a9\ud558\uc9c0 \uc54a\uc740 \uc6a9\ub7c9\uc758 \uc694\uae08\uc744 \ub354 \uc774\uc0c1 \uc9c0\ubd88\ud560 \ud544\uc694\uac00 \uc5c6\uc2b5\ub2c8\ub2e4.<\/p>\n<p>Amazon SageMaker\uc758 Auto Scaling\uc740 \uc624\ub298\ubd80\ud130 \ubbf8\uad6d \ub3d9\ubd80(\ubc84\uc9c0\ub2c8\uc544 \ubd81\ubd80 \ubc0f \uc624\ud558\uc774\uc624), EU(\uc544\uc77c\ub79c\ub4dc), \ubbf8\uad6d \uc11c\ubd80(\uc624\ub808\uace4) AWS \ub9ac\uc804\uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc790\uc138\ud55c \ub0b4\uc6a9\uc740 <a href=\"https:\/\/docs.aws.amazon.com\/sagemaker\/latest\/dg\/endpoint-auto-scaling.html\">Amazon SageMaker Auto Scaling \uc124\uba85\uc11c<\/a>\ub97c \ucc38\uace0\ud558\uc2ed\uc2dc\uc624.<\/p>\n<p>(\uc5ed\uc790\uc8fc. SageMaker\ub97c \ud1b5\ud574 \ub525\ub7ec\ub2dd \ud559\uc2b5 \ubc0f \ubaa8\ub378 \uad6c\ucd95\uacfc \ubc30\ud3ec\uc5d0 \ub300\ud574\uc11c\ub294 \ud55c\uad6d\uc5b4\ub85c \uc9c4\ud589\ub41c <a href=\"https:\/\/www.slideshare.net\/awskorea\/amazon-sage-maker-jupyter-notebook-channy-88646940\">\uc628\ub77c\uc778 \uc138\ubbf8\ub098 \uc790\ub8cc \ubc0f \ub3d9\uc601\uc0c1<\/a>\uc744 \ucc38\uace0\ud558\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4.)<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full wp-image-23179\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2018\/03\/02\/headshot2.jpg\" alt=\"\" width=\"150\" height=\"150\" \/> <i><a href=\"https:\/\/www.linkedin.com\/in\/rvenkate\/\">Kumar Venkateswar<\/a>\ub294 Amazon SageMaker, Amazon Machine Learning \ubc0f AWS Deep Learning AMI\ub97c \ud3ec\ud568\ud55c AWS ML \ud50c\ub7ab\ud3fc \ud300\uc758 \uc81c\ud488 \uad00\ub9ac\uc790\uc785\ub2c8\ub2e4. \uc5ec\uac00 \uc2dc\uac04\uc5d0 Kumar\ub294 \ubc14\uc774\uc62c\ub9b0\uc744 \uc5f0\uc8fc\ud558\uac70\ub098 \ub9e4\uc9c1: \ub354 \uac8c\ub354\ub9c1 \uac8c\uc784\uc744 \uc990\uae41\ub2c8\ub2e4.<\/i><\/p>\n<p>Source: <a href=\"https:\/\/aws.amazon.com\/ko\/blogs\/korea\/auto-scaling-is-now-available-for-amazon-sagemaker\/\" target=\"_blank\">Amazon SageMaker, \ubaa8\ub378 \ubc30\ud3ec \uc11c\ube44\uc2a4\uc5d0 \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1 \uc9c0\uc6d0<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<div class=\"mh-excerpt\"><p>Amazon SageMaker, \ubaa8\ub378 \ubc30\ud3ec \uc11c\ube44\uc2a4\uc5d0 \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1 \uc9c0\uc6d0 AWS ML \ud50c\ub7ab\ud3fc \ud300\uc758 \uc81c\ud488 \uad00\ub9ac\uc790\uc778 Kumar Venkateswar\ub85c\ubd80\ud130 Amazon SageMaker\uc5d0\uc11c \uc0c8\ub86d\uac8c \uc9c0\uc6d0\ud558\ub294 \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1(Auto Scaling)\uc5d0 \ub300\ud55c \ubc1c\ud45c \ub0b4\uc6a9\uc744 \uc790\uc138\ud558\uac8c \ub4e4\uc5b4\ubd05\ub2c8\ub2e4. Amazon SageMaker\ub97c \uc0ac\uc6a9\ud558\uc5ec \uae30\uacc4 \ud559\uc2b5(Machine Learning, ML) \ubaa8\ub378\uc744 \uc190\uc27d\uac8c \uad6c\ucd95\ud558\uace0 \uad50\uc721\ud558\uace0 \ubc30\ud3ec\ud55c \uace0\uac1d\uc0ac\uac00 \uc774\ubbf8 \uc218\ucc9c\uc5ec\uac1c\uc5d0 \ub2ec\ud569\ub2c8\ub2e4. \uc624\ub298 \ubd80\ud130 Amazon SageMaker\uc6a9 \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1(Auto Scaling)\uc73c\ub85c \uc6b4\uc601 ML \ubaa8\ub378\uc744 \ub354\uc6b1 \uc190\uc27d\uac8c \uad00\ub9ac\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ucd94\ub860\uc5d0 \ud544\uc694\ud55c \uaddc\ubaa8\uc5d0 \ub9de\ucd94\uc5b4 \uc218 \ub9ce\uc740 \uc778\uc2a4\ud134\uc2a4\ub97c \uc218\ub3d9\uc73c\ub85c \uad00\ub9ac\ud560 \ud544\uc694 \uc5c6\uc774 SageMaker\uc5d0\uc11c AWS \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1 \uc815\ucc45\uc5d0 \ub530\ub77c \uc778\uc2a4\ud134\uc2a4 \uac1c\uc218\uac00 \uc790\ub3d9\uc73c\ub85c \uc870\uc815\ub418\ub3c4\ub85d \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. SageMaker\ub294 \ub9ce\uc740 \uace0\uac1d\uc774 ML \ud504\ub85c\uc138\uc2a4\ub97c \uc27d\uac8c \uad00\ub9ac\ud558\ub3c4\ub85d \uc9c0\uc6d0\ud574\uc654\uc2b5\ub2c8\ub2e4. \uad00\ub9ac\ud615 Jupyter \ub178\ud2b8\ubd81\uacfc \uad00\ub9ac\ud615 \ubc30\ud3ec \uad50\uc721\uc758 \uc774\uc810\uc744 \ud65c\uc6a9\ud558\ub294 \uace0\uac1d\ub4e4\ub3c4 \uc788\uc5c8\uace0, \uae30\uacc4 \ud559\uc2b5\uc744 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \ud1b5\ud569\ud558\ub294 \uacfc\uc815\uc5d0\uc11c \ucd94\ub860\uc744 \uc704\ud55c SageMaker \ud638\uc2a4\ud2b8\uc5d0 \ubaa8\ub378\uc744 \ubc30\ud3ec\ud558\ub294 \uace0\uac1d\ub4e4\ub3c4 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. SageMaker\ub97c \ud65c\uc6a9\ud558\uba74 \ucd94\ub860 \ud638\uc2a4\ud2b8\uc758 \uc6b4\uc601 \uccb4\uc81c(OS) \ub610\ub294 \ud504\ub808\uc784\uc6cc\ud06c\uc5d0 \ud328\uce58\ub97c \uc801\uc6a9\ud558\ub294 \ub370 \uc2e0\uacbd\uc744 \uc4f8 \ud544\uc694\uac00 \uc5c6\uace0 \uac00\uc6a9 \uc601\uc5ed \uc804\ubc18\uc5d0 \ucd94\ub860 \ud638\uc2a4\ud2b8\ub97c \uad6c\uc131\ud560 \ud544\uc694\ub3c4 \uc5c6\uc2b5\ub2c8\ub2e4. SageMaker\uc5d0 \ubaa8\ub378\uc744 <a class=\"mh-excerpt-more\" href=\"https:\/\/jirak.net\/wp\/amazon-sagemaker-%eb%aa%a8%eb%8d%b8-%eb%b0%b0%ed%8f%ac-%ec%84%9c%eb%b9%84%ec%8a%a4%ec%97%90-%ec%9e%90%eb%8f%99-%ec%8a%a4%ec%bc%80%ec%9d%bc%eb%a7%81-%ec%a7%80%ec%9b%90\/\" title=\"Amazon SageMaker, \ubaa8\ub378 \ubc30\ud3ec \uc11c\ube44\uc2a4\uc5d0 \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1 \uc9c0\uc6d0\">[ more&#8230; ]<\/a><\/p>\n<\/div>","protected":false},"author":1,"featured_media":22746,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[169],"tags":[656],"class_list":["post-22745","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-aws"],"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/posts\/22745","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/comments?post=22745"}],"version-history":[{"count":1,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/posts\/22745\/revisions"}],"predecessor-version":[{"id":22747,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/posts\/22745\/revisions\/22747"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/media\/22746"}],"wp:attachment":[{"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/media?parent=22745"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/categories?post=22745"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/tags?post=22745"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}