{"id":15257,"date":"2024-01-23T19:07:17","date_gmt":"2024-01-24T03:07:17","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=15257"},"modified":"2025-06-13T22:42:04","modified_gmt":"2025-06-14T05:42:04","slug":"generative-ai-development","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/generative-ai-development\/","title":{"rendered":"\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \uac1c\ubc1c \uac00\uc774\ub4dc"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\uc774 \ube14\ub85c\uadf8 \uac8c\uc2dc\ubb3c\uc740 \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \uc194\ub8e8\uc158 \uac1c\ubc1c\uc744 \uc704\ud55c \uc778\uc0ac\uc774\ud2b8\uc640 \ubaa8\ubc94 \uc0ac\ub840\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \uac00\uc774\ub4dc\uac00 \ub05d\ub098\uba74 \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\uc758 \uc815\uc758, \uc791\ub3d9 \ubc29\uc2dd, \uc0ac\uc6a9 \uc0ac\ub840, \uc774\uc810, \ud544\uc694\ud55c \uae30\uc220 \uc2a4\ud0dd \ubc0f \uac1c\ubc1c\uc790\ub85c\uc11c \uc804\ubc18\uc801\uc73c\ub85c \uc54c\uc544\uc57c \ud560 \uc0ac\ud56d\uc744 \uba85\ud655\ud558\uac8c \uc774\ud574\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4. \uc9c0\uae08 \ubc14\ub85c \uc2dc\uc791\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\ub780 \ubb34\uc5c7\uc778\uac00\uc694?\u00a0<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uc0dd\uc131\ud615 AI\ub294 <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/tag\/artificial-intelligence\/\"><span style=\"font-weight: 400;\">\uc778\uacf5 \uc9c0\ub2a5<\/span><\/a><span style=\"font-weight: 400;\"> \uc0ac\uc9c4, \ud14d\uc2a4\ud2b8 \ub610\ub294 \uc74c\uc545\uacfc \uac19\uc740 \ucf58\ud150\uce20\ub97c \uc0dd\uc131\ud558\ub294 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\ub97c \uc0ac\uc6a9\ud558\ub294 ChatGPT, Bing, Bard, YouChat, DALL-E \ub610\ub294 Jasper\uc640 \uac19\uc740 \uc2dc\uc2a4\ud15c\uc744 \uc0ac\uc6a9\ud558\uac70\ub098 \ub4e4\uc5b4\ubcf8 \uc801\uc774 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4. \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\ub294 \ub370\uc774\ud130\ub97c \ud559\uc2b5\ud558\uc5ec \uc720\uc0ac\ud558\uac8c \ubcf4\uc774\uac70\ub098 \ub4e4\ub9ac\ub294 \ub3c5\ucc3d\uc801\uc778 \ucf58\ud150\uce20\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc694\uc998\uc5d0\ub294 \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8, \uc758\ub8cc, \uc2ec\uc9c0\uc5b4 \uae08\uc735 \ubd84\uc57c\uc5d0\uc11c\ub3c4 \uc774 \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\uac00 \uc778\uc0c1\uc801\uc778 \ub9cc\ud07c \uc0ac\uc6a9\uc790\ub97c \uc18d\uc774\ub294 \ucf58\ud150\uce20\ub97c \ub9cc\ub4e4\uc9c0 \uc54a\ub3c4\ub85d \ucc45\uc784\uac10 \uc788\uac8c \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4(\uc774\uc5d0 \ub300\ud574\uc11c\ub294 \ub098\uc911\uc5d0 \uc790\uc138\ud788 \ub2e4\ub8f0 \uc608\uc815\uc785\ub2c8\ub2e4).\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\ub294 \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\ub098\uc694?\u00a0<\/span><\/h2>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/what-is-generative-ai\/\"><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI<\/span><\/a><span style=\"font-weight: 400;\"> \ub294 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uae30\uc874 \ub370\uc774\ud130 \ub0b4\uc758 \ud328\ud134\uacfc \uad00\uacc4\ub97c \ubd84\uc11d\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \uc791\ub3d9\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub370\uc774\ud130\ub294 \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \uc624\ub514\uc624 \ub4f1 \ubb34\uc5c7\uc774\ub4e0 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubaa8\ub378\uc774 \uc774\ub7ec\ud55c \ud328\ud134\uc744 \ud559\uc2b5\ud558\uba74 \uc774\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud559\uc2b5\ud55c \uac83\uacfc \uc720\uc0ac\ud55c \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \ubaa8\ub378\uc774 \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud558\ub294 \ubc29\ubc95\uc5d0\ub294 \ub450 \uac00\uc9c0\uac00 \uc788\uc2b5\ub2c8\ub2e4:<\/span><\/p>\n<p style=\"padding-left: 40px;\"><a href=\"https:\/\/developers.google.com\/machine-learning\/gan\/gan_structure\"><b>\uc0dd\uc131\uc801 \uc801\ub300\uc801 \ub124\ud2b8\uc6cc\ud06c(GAN)<\/b><\/a><span style=\"font-weight: 400;\">: GAN\uc740 \uc81c\ub108\ub808\uc774\ud130\uc640 \ud310\ubcc4\uc790\ub77c\ub294 \ub450 \uac1c\uc758 \uacbd\uc7c1 \uc2e0\uacbd\ub9dd\uc73c\ub85c \uad6c\uc131\ub41c \uc2e0\uacbd\ub9dd\uc758 \uc77c\uc885\uc785\ub2c8\ub2e4. \uc0dd\uc131\uae30\ub294 \ud559\uc2b5\ub41c \ub370\uc774\ud130\uc640 \uc720\uc0ac\ud55c \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud558\ub824\uace0 \uc2dc\ub3c4\ud558\ub294 \ubc18\uba74, \ud310\ubcc4\uae30\ub294 \uc2e4\uc81c \ub370\uc774\ud130\uc640 \uc0dd\uc131\ub41c \ub370\uc774\ud130\ub97c \uad6c\ubcc4\ud558\ub824\uace0 \uc2dc\ub3c4\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uacbd\uc7c1\uc744 \ud1b5\ud574 \uc81c\ub108\ub808\uc774\ud130\ub294 \uc2e4\uc81c \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud558\ub294 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"padding-left: 40px;\"><a href=\"https:\/\/en.wikipedia.org\/wiki\/Variational_autoencoder\"><b>\ubcc0\ud615 \uc790\ub3d9 \uc778\ucf54\ub354(VAE)<\/b><\/a><span style=\"font-weight: 400;\">: VAE\ub294 \uc0dd\uc131\ud615 AI\uc5d0 \uc0ac\uc6a9\ub418\ub294 \uc2e0\uacbd\ub9dd\uc785\ub2c8\ub2e4. \uc785\ub825 \ub370\uc774\ud130\ub97c \uc7a0\uc7ac \uacf5\uac04\uc774\ub77c\uace0 \ud558\ub294 \uc555\ucd95\ub41c \ud45c\ud604\uc73c\ub85c \uc778\ucf54\ub529\ud55c \ub2e4\uc74c \uc774\ub97c \ud574\ub3c5\ud558\uc5ec \uc720\uc0ac\ud55c \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc694\uc57d\ud558\uba74, \uc0dd\uc131\ud615 AI \ubaa8\ub378\uc740 \uae30\uc874 \ub370\uc774\ud130\ub97c \ud559\uc2b5\ud558\uc5ec GAN\uc758 \uacbd\uc7c1 \ud504\ub85c\uc138\uc2a4 \ub610\ub294 VAE\uc758 \uc778\ucf54\ub529 \ubc0f \ub514\ucf54\ub529\uc744 \ud1b5\ud574 \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\uac1c\ubc1c\uc790\uac00 \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\uc5d0 \ub300\ud574 \uc54c\uc544\uc57c \ud560 \uc0ac\ud56d<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uc0dd\uc131\uc801 \uc801\ub300\uc801 \ub124\ud2b8\uc6cc\ud06c(GAN)\ub77c\uace0\ub3c4 \ud558\ub294 \uc0dd\uc131\uc801 AI\ub294 \uc0c8\ub86d\uace0 \ub3c5\ucc3d\uc801\uc778 \ucf58\ud150\uce20\ub97c \uc0dd\uc131\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub454 \uc778\uacf5 \uc9c0\ub2a5\uc758 \ud55c \ubd84\uc57c\uc785\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub85c\uc11c \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\uc5d0 \ub300\ud574 \uc54c\uc544\uc57c \ud560 \uba87 \uac00\uc9c0 \ud575\uc2ec \uc0ac\ud56d\uc774 \uc788\uc2b5\ub2c8\ub2e4:<\/span><\/p>\n<p style=\"padding-left: 40px;\"><b>\uae30\ubcf8 \uc0ac\ud56d \uc774\ud574<\/b><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\uc0dd\uc131\ud615 AI\ub294 \uc774\ubbf8\uc9c0, \uc74c\uc545, \ud14d\uc2a4\ud2b8 \ub610\ub294 \ube44\ub514\uc624 \ucf58\ud150\uce20\uc640 \uac19\uc740 \ud2b9\uc815 \uc785\ub825 \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc720\uc0ac\ud55c \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud558\uae30 \uc704\ud574 \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\uc77c\ubc18\uc801\uc73c\ub85c \uc0c8\ub85c\uc6b4 \ucf58\ud150\uce20\ub97c \uc0dd\uc131\ud558\ub294 \uc81c\ub108\ub808\uc774\ud130\uc640 \uc0dd\uc131\ub41c \ub370\uc774\ud130\uc640 \uc2e4\uc81c \ub370\uc774\ud130\ub97c \uad6c\ubd84\ud558\ub294 \ud310\ubcc4\uae30\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p style=\"padding-left: 40px;\"><b>\uad50\uc721 \uacfc\uc815<\/b><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\uc0dd\uc131\uc801 \uc801\ub300\uc801 \ub124\ud2b8\uc6cc\ud06c(GAN)\ub294 2\ub2e8\uacc4 \ud6c8\ub828 \ud504\ub85c\uc138\uc2a4\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\uc0dd\uc131\uae30\ub294 \ubb34\uc791\uc704 \ub178\uc774\uc988 \ub610\ub294 \ucd08\uae30 \uc785\ub825\uc744 \uae30\ubc18\uc73c\ub85c \ucf58\ud150\uce20\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\ud310\ubcc4\uae30\ub294 \uc0dd\uc131\ub41c \ucf58\ud150\uce20\ub97c \ud3c9\uac00\ud558\uace0 \uc0dd\uc131\uae30\uc758 \ucd9c\ub825\uc744 \uac1c\uc120\ud558\uae30 \uc704\ud55c \ud53c\ub4dc\ubc31\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\uc774 \uacfc\uc815\uc740 \uc81c\ub108\ub808\uc774\ud130\uac00 \uace0\ud488\uc9c8\uc758 \uc0ac\uc2e4\uc801\uc778 \ucf58\ud150\uce20\ub97c \uc81c\uc791\ud560 \ub54c\uae4c\uc9c0 \ubc18\ubcf5\ub429\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p style=\"padding-left: 40px;\"><b>\ub370\uc774\ud130 \uc694\uad6c \uc0ac\ud56d<\/b><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \ubaa8\ub378\uc5d0\ub294 \ud559\uc2b5\ud560 \uc218 \uc788\ub294 \ubc29\ub300\ud558\uace0 \ub2e4\uc591\ud55c \ud559\uc2b5 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\ud559\uc2b5 \ub370\uc774\ud130\uc758 \ud488\uc9c8\uacfc \ub2e4\uc591\uc131\uc740 \uc0dd\uc131\ub41c \ucf58\ud150\uce20\uc758 \ud488\uc9c8\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\uac1c\ubc1c\uc790\ub294 \uad50\uc721 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc6d0\ud558\ub294 \ucf58\ud150\uce20\ub97c \ub300\ud45c\ud558\ub294\uc9c0 \ud655\uc778\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p style=\"padding-left: 40px;\"><b>\uc544\ud0a4\ud14d\ucc98 \uc120\ud0dd<\/b><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\uc2ec\uce35 \ucee8\ubcfc\ub8e8\uc158 \uc0dd\uc131\uc801 \uc801\ub300 \ub124\ud2b8\uc6cc\ud06c(DCGAN), \uac00\ubcc0 \uc790\ub3d9 \uc778\ucf54\ub354(VAE) \ub4f1 \ub2e4\uc591\ud55c \uc544\ud0a4\ud14d\ucc98\uc640 \uae30\ubc95\uc744 \uc0dd\uc131\ud615 AI\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/span><a href=\"https:\/\/www.ibm.com\/topics\/transformer-model\"><span style=\"font-weight: 400;\">\ubcc0\uc555\uae30 \ubaa8\ub378<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\uac01 \uc544\ud0a4\ud14d\ucc98\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \ub370\uc774\ud130 \uc720\ud615\uc5d0 \ub530\ub77c \uc7a5\ub2e8\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p style=\"padding-left: 40px;\"><b>\ud3c9\uac00 \uc9c0\ud45c<\/b><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\uc0dd\uc131\ub41c \ucf58\ud150\uce20\uc758 \ud488\uc9c8\uc744 \ud3c9\uac00\ud558\ub294 \uac83\uc740 \uc5b4\ub824\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\uc815\ud655\ub3c4\ub098 \uc190\uc2e4\uacfc \uac19\uc740 \uae30\uc874 \uc9c0\ud45c\ub294 \uc801\ud569\ud558\uc9c0 \uc54a\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\ub2e4\uc74c\uacfc \uac19\uc740 \uba54\ud2b8\ub9ad <\/span><a href=\"https:\/\/en.wikipedia.org\/wiki\/Fr%C3%A9chet_inception_distance\"><span style=\"font-weight: 400;\">\ud504\ub808\uc170 \uc2dc\uc791 \uac70\ub9ac(FID)<\/span><\/a><span style=\"font-weight: 400;\"> \ub610\ub294 <\/span><a href=\"https:\/\/en.wikipedia.org\/wiki\/Inception_score\"><span style=\"font-weight: 400;\">\uc2dc\uc791 \uc810\uc218(IS)<\/span><\/a><span style=\"font-weight: 400;\"> \ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uc774\ubbf8\uc9c0 \uc0dd\uc131 \uc791\uc5c5\uc744 \ud3c9\uac00\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\ub610\ud55c \uac1c\ubc1c\uc790\ub294 \uc724\ub9ac\uc801 \uace0\ub824 \uc0ac\ud56d, \uacc4\uc0b0 \uc694\uad6c \uc0ac\ud56d, \uc804\uc774 \ud559\uc2b5 \ubc0f \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378, \ub3c4\uba54\uc778\ubcc4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\uc5d0\uc11c \uc9c0\uc18d\uc801\uc778 \ud559\uc2b5\uacfc \uc5f0\uad6c\uc758 \uc911\uc694\uc131\uc5d0 \ub300\ud574 \uc54c\uace0 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \uc774\ub7ec\ud55c \uce21\uba74\uc744 \uc774\ud574\ud568\uc73c\ub85c\uc368 \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \ud601\uc2e0\uc801\uc774\uace0 \uac00\uce58 \uc788\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\ub2e4\uc74c\uc740 \uc758\ub8cc, \uae08\uc735 \ubc0f \uac70\ub798, \ucf58\ud150\uce20 \uc81c\uc791, \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubd84\uc57c\uc5d0\uc11c \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\ub97c \ud65c\uc6a9\ud558\ub294 \uba87 \uac00\uc9c0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc785\ub2c8\ub2e4:<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\ud5ec\uc2a4\ucf00\uc5b4<\/span><\/h3>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc758\ub8cc \uc774\ubbf8\uc9c0 \uc0dd\uc131<\/b><span style=\"font-weight: 400;\">: \uc0dd\uc131 \ubaa8\ub378\uc740 \uc5d1\uc2a4\ub808\uc774, CT \uc2a4\uce94 \ub610\ub294 MRI \uc2a4\uce94\uacfc \uac19\uc740 \ud569\uc131 \uc758\ub8cc \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud558\uc5ec \ud559\uc2b5 \ub370\uc774\ud130\ub97c \ubcf4\uac15\ud558\uace0 \uc9c4\ub2e8 \uc791\uc5c5\uc744 \uc9c0\uc6d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc2e0\uc57d \uac1c\ubc1c<\/b><span style=\"font-weight: 400;\">: \uc81c\ub108\ub808\uc774\ud2f0\ube0c \ubaa8\ub378\uc740 \uc6d0\ud558\ub294 \ud2b9\uc131\uc744 \uac00\uc9c4 \uc0c8\ub85c\uc6b4 \ubd84\uc790\ub97c \uc0dd\uc131\ud558\uc5ec \uc2e0\uc57d \uac1c\ubc1c\uc5d0 \ub3c4\uc6c0\uc744 \uc8fc\uace0 \uc2e0\uc57d \ubc1c\uacac \ud504\ub85c\uc138\uc2a4\ub97c \uac00\uc18d\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud658\uc790 \ub370\uc774\ud130 \uc0dd\uc131<\/b><span style=\"font-weight: 400;\">: \uc0dd\uc131 \ubaa8\ub378\uc740 \uc758\ub8cc \uc54c\uace0\ub9ac\uc998\uc758 \uc5f0\uad6c, \uad50\uc721 \ubc0f \ud14c\uc2a4\ud2b8\ub97c \uc704\ud55c \ud604\uc2e4\uc801\uc778 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc81c\uacf5\ud558\uba74\uc11c \uac1c\uc778 \uc815\ubcf4\ub97c \ubcf4\ud638\ud558\uae30 \uc704\ud574 \ud569\uc131 \ud658\uc790 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\uae08\uc735 \ubc0f \ud2b8\ub808\uc774\ub529<\/span><\/h3>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uae08\uc735 \uc2dc\uc7a5 \uc2dc\ubbac\ub808\uc774\uc158<\/b><span style=\"font-weight: 400;\">: \uc0dd\uc131 \ubaa8\ub378\uc740 \uae08\uc735 \uc2dc\uc7a5 \uc0c1\ud669\uc744 \uc2dc\ubbac\ub808\uc774\uc158\ud558\uc5ec \ud2b8\ub808\uc774\ub529 \uc804\ub7b5 \ubc31\ud14c\uc2a4\ud2b8 \ubc0f \uc704\ud5d8 \ubd84\uc11d\uc744 \uc704\ud55c \ud569\uc131 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc0ac\uae30 \ud0d0\uc9c0<\/b><span style=\"font-weight: 400;\">: \uc0dd\uc131 \ubaa8\ub378\uc740 \ud569\uc131 \uc0ac\uae30 \uac70\ub798 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud558\uc5ec \uac15\ub825\ud55c \uc0ac\uae30 \ud0d0\uc9c0 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\uace0 \ud14c\uc2a4\ud2b8\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud3ec\ud2b8\ud3f4\ub9ac\uc624 \ucd5c\uc801\ud654<\/b><span style=\"font-weight: 400;\">: \uc0dd\uc131 \ubaa8\ub378\uc740 \ud569\uc131 \uc2dc\uc7a5 \uc2dc\ub098\ub9ac\uc624\ub97c \uc0dd\uc131\ud558\uc5ec \ud22c\uc790 \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \ucd5c\uc801\ud654\ud558\uace0 \uc704\ud5d8 \ub178\ucd9c\uc744 \ud3c9\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\ucf58\ud150\uce20 \uc81c\uc791<\/span><\/h3>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc608\uc220 \ubc0f \ub514\uc790\uc778<\/b><span style=\"font-weight: 400;\">: \uc81c\ub108\ub808\uc774\ud2f0\ube0c \ubaa8\ub378\uc740 \ub3c5\ud2b9\ud558\uace0 \ubbf8\uc801\uc73c\ub85c \ub9cc\uc871\uc2a4\ub7ec\uc6b4 \uc544\ud2b8\uc6cd, \ub514\uc790\uc778, \ud328\ud134\uc744 \ub9cc\ub4e4\uc5b4 \uc544\ud2f0\uc2a4\ud2b8\uc640 \ub514\uc790\uc774\ub108\uc758 \ucc3d\uc791 \uacfc\uc815\uc744 \ub3c4\uc640\uc90d\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uac00\uc0c1 \uce90\ub9ad\ud130 \uc0dd\uc131<\/b><span style=\"font-weight: 400;\">: \uc81c\ub108\ub808\uc774\ud2f0\ube0c \ubaa8\ub378\uc740 \ube44\ub514\uc624 \uac8c\uc784, \uac00\uc0c1 \ud604\uc2e4 \uacbd\ud5d8 \ubc0f \uc560\ub2c8\uba54\uc774\uc158\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \uc678\ubaa8, \uc131\uaca9 \ubc0f \ub3d9\uc791\uc744 \uac00\uc9c4 \uac00\uc0c1 \uce90\ub9ad\ud130\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc74c\uc545 \uc791\uace1<\/b><span style=\"font-weight: 400;\">: \uc81c\ub108\ub808\uc774\ud2f0\ube0c \ubaa8\ub378\uc740 \ub2e4\uc591\ud55c \uc7a5\ub974, \uc2a4\ud0c0\uc77c, \ubd84\uc704\uae30\uc758 \uc624\ub9ac\uc9c0\ub110 \uc74c\uc545\uc744 \uc791\uace1\ud560 \uc218 \uc788\uc5b4 \uc791\uace1\uac00\uc640 \ubba4\uc9c0\uc158\uc5d0\uac8c \uc0c8\ub85c\uc6b4 \uc601\uac10\uc758 \uc6d0\ucc9c\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)<\/span><\/h3>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud14d\uc2a4\ud2b8 \uc0dd\uc131<\/b><span style=\"font-weight: 400;\">: \uc81c\ub108\ub808\uc774\ud2f0\ube0c \ubaa8\ub378\uc740 \uc2a4\ud1a0\ub9ac, \uae30\uc0ac, \uc81c\ud488 \uc124\uba85 \ub4f1 \uc0ac\ub78c\uacfc \uc720\uc0ac\ud55c \ud14d\uc2a4\ud2b8\ub97c \uc0dd\uc131\ud558\uc5ec \ucf58\ud150\uce20 \uc81c\uc791 \ubc0f \uc790\ub3d9 \ud14d\uc2a4\ud2b8 \uc0dd\uc131\uc744 \uc9c0\uc6d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ucc57\ubd07 \ubc0f \uac00\uc0c1 \ube44\uc11c<\/b><span style=\"font-weight: 400;\">: \uc0dd\uc131 \ubaa8\ub378\uc740 \ub300\ud654\ud615 \uc5d0\uc774\uc804\ud2b8\ub97c \uac15\ud654\ud558\uc5ec \ucc57\ubd07\uacfc \uac00\uc0c1 \ube44\uc11c\uac00 \uc0ac\uc6a9\uc790\uc640 \uc790\uc5f0\uc2a4\ub7fd\uace0 \uc77c\uad00\uc131 \uc788\ub294 \ub300\ud654\ub97c \ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc5b8\uc5b4 \ubc88\uc5ed<\/b><span style=\"font-weight: 400;\">: \uc0dd\uc131 \ubaa8\ub378\uc740 \uc11c\ub85c \ub2e4\ub978 \uc5b8\uc5b4 \uac04\uc758 \ud14d\uc2a4\ud2b8\ub97c \ubc88\uc5ed\ud558\uc5ec \uae30\uacc4 \ubc88\uc5ed \uc2dc\uc2a4\ud15c\uc758 \uc815\ud655\uc131\uacfc \uc720\ucc3d\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\uc774\ub7ec\ud55c \uc0ac\uc6a9 \uc0ac\ub840\ub294 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\uc758 \ub2e4\uc7ac\ub2e4\ub2a5\ud568\uc744 \ubcf4\uc5ec\uc8fc\uba70, \ud601\uc2e0\uc801\uc778 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uace0 \uc774\ub7ec\ud55c \uc601\uc5ed\uc758 \ubc1c\uc804\uc744 \uc8fc\ub3c4\ud568\uc73c\ub85c\uc368 \uc758\ub8cc, \uae08\uc735, \ucf58\ud150\uce20 \uc81c\uc791, NLP\uc5d0 \ud601\uba85\uc744 \uc77c\uc73c\ud0ac \uc218 \uc788\ub294 \uc7a0\uc7ac\ub825\uc744 \uac15\uc870\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\uc758 \uc774\uc810<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\ub294 \uc5ec\ub7ec \uac00\uc9c0 \uc774\uc810\uc744 \uc81c\uacf5\ud558\uc5ec \uc720\uc6a9\ud55c \ub3c4\uad6c\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uba87 \uac00\uc9c0 \uc8fc\uc694 \uc774\uc810\uc785\ub2c8\ub2e4:<\/span><\/p>\n<p><b>\uc790\ub3d9\ud654\ub41c \ucf58\ud150\uce20 \uc81c\uc791<\/b><span style=\"font-weight: 400;\">: \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\ub97c \ud1b5\ud574 \uc790\ub3d9\ud654\ub41c \ucf58\ud150\uce20 \uc81c\uc791\uc774 \uac00\ub2a5\ud574\uc838 \uae30\uc5c5\uc740 \uc0ac\ub78c\uc758 \uac1c\uc785\uc744 \ucd5c\uc18c\ud654\ud558\uba74\uc11c \ucc3d\uc758\uc801\uc774\uace0 \uac1c\uc778\ud654\ub41c \ucf58\ud150\uce20\ub97c \ub300\ub7c9\uc73c\ub85c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ucf58\ud150\uce20 \uc81c\uc791 \ud504\ub85c\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\uc5ec \ube44\uc6a9\uc744 \uc808\uac10\ud558\uace0 <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/use-cases\/developer-productivity\/\"><span style=\"font-weight: 400;\">\uc0dd\uc0b0\uc131 \ud5a5\uc0c1<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><b>\ud5a5\uc0c1\ub41c \uace0\uac1d \uacbd\ud5d8<\/b><span style=\"font-weight: 400;\">: \uae30\uc5c5\uc740 \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\ub97c \ud65c\uc6a9\ud558\uc5ec \uac1c\uc778\ud654\ub41c \ub9de\ucda4\ud615 \uace0\uac1d \uacbd\ud5d8\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc81c\ub108\ub808\uc774\ud2f0\ube0c \ubaa8\ub378\uc740 \ub9de\ucda4\ud615 \ucd94\ucc9c, \uc81c\ud488 \uc81c\uc548, \uc0ac\uc6a9\uc790 \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc0dd\uc131\ud558\uc5ec \uace0\uac1d \ub9cc\uc871\ub3c4\uc640 \ucc38\uc5ec\ub3c4\ub97c \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\ube44\uc6a9 \ubc0f \uc2dc\uac04 \ud6a8\uc728\uc131<\/b><span style=\"font-weight: 400;\">: \uc0dd\uc131\ud615 AI\ub294 \ub2e4\uc591\ud55c \uc791\uc5c5\uc5d0\uc11c \ube44\uc6a9\uacfc \uc2dc\uac04\uc744 \ud06c\uac8c \uc808\uac10\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc790\ub3d9\ud654\ub41c \ucf58\ud150\uce20 \uc0dd\uc131\uc744 \ud1b5\ud574 \uae30\uc5c5\uc740 \ub9c8\ucf00\ud305 \uc790\ub8cc, \uc81c\ud488 \uc124\uba85, \ub514\uc790\uc778\uc744 \uc218\uc791\uc5c5\uc5d0 \ube44\ud574 \ud6e8\uc52c \uc801\uc740 \ube44\uc6a9\uc73c\ub85c \ub354 \ube60\ub974\uac8c \uc81c\uc791\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub300\uaddc\ubaa8 \uc778\ub825\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc73c\uba70 \uc0dd\uc0b0 \uc8fc\uae30\ub97c \ub2e8\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\uc791\uc5c5 \uc790\ub3d9\ud654<\/b><span style=\"font-weight: 400;\">: \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\ub97c \uc0ac\uc6a9\ud558\uba74 \ubc18\ubcf5\uc801\uc774\uace0 \uc2dc\uac04\uc774 \ub9ce\uc774 \uc18c\uc694\ub418\ub294 \uc791\uc5c5\uc744 \uc790\ub3d9\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \uc785\ub825, \uc774\ubbf8\uc9c0 \ubc0f \ube44\ub514\uc624 \ud3b8\uc9d1, \ubcf4\uace0\uc11c \uc0dd\uc131\uc740 \uc81c\ub108\ub808\uc774\ud2f0\ube0c \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc790\ub3d9\ud654\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \uc778\ub825\uc774 \ubcf4\ub2e4 \ubcf5\uc7a1\ud558\uace0 \uc804\ub7b5\uc801\uc778 \ud65c\ub3d9\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\ub370\uc774\ud130 \ubd84\uc11d<\/b><span style=\"font-weight: 400;\">: \uc0dd\uc131\ud615 AI\ub294 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uac00\uce58 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \ubc1c\uacac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud328\ud134\uc744 \ubd84\uc11d\ud558\uace0 \ud569\uc131 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud568\uc73c\ub85c\uc368 \uae30\uc5c5\uc740 \uace0\uac1d \ud589\ub3d9, \uc2dc\uc7a5 \ub3d9\ud5a5, \uc7a0\uc7ac\uc801 \uae30\ud68c\ub97c \ub354 \uc798 \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub9ac\uace0 \ud6a8\uacfc\uc801\uc778 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\uac1c\uc778\ud654<\/b><span style=\"font-weight: 400;\">: \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\ub294 \uae30\uc5c5\uc774 \ub300\uaddc\ubaa8\ub85c \uac1c\uc778\ud654\ub41c \uacbd\ud5d8\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\uc790 \uc120\ud638\ub3c4\ub97c \ud30c\uc545\ud558\uace0 \ub9de\ucda4\ud615 \ucd94\ucc9c, \uad11\uace0 \ub610\ub294 \ub2e4\uc591\ud55c \uc81c\ud488\uc744 \uc0dd\uc131\ud568\uc73c\ub85c\uc368 \uae30\uc5c5\uc740 \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ub192\uc774\uace0 \ucc38\uc5ec\ub3c4\ub97c \ub192\uc774\uba70 \uc804\ud658\uc744 \uc720\ub3c4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\uc0ac\uc6a9\uc790 \uc9c0\uc815<\/b><span style=\"font-weight: 400;\">: \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\ub97c \uc0ac\uc6a9\ud558\uba74 \uac1c\ubcc4 \uace0\uac1d\uc758 \ub2c8\uc988\uc5d0 \ub9de\uac8c \uc81c\ud488\uacfc \uc11c\ube44\uc2a4\ub97c \ub9de\ucda4\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\uc740 \uc81c\ub108\ub808\uc774\ud2f0\ube0c \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac1c\uc778\ud654\ub41c \ub514\uc790\uc778, \uad6c\uc131 \ub610\ub294 \uc0ac\uc6a9\uc790 \uc778\ud130\ud398\uc774\uc2a4\ub97c \ub9cc\ub4e4\uc5b4 \uace0\uac1d\uc5d0\uac8c \uace0\uc720\ud558\uace0 \ub9de\ucda4\ud654\ub41c \uacbd\ud5d8\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc804\ubc18\uc801\uc73c\ub85c \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\ub294 \uc790\ub3d9\ud654, \ud6a8\uc728\uc131, \uac1c\uc778\ud654 \ubc0f \ub9de\ucda4\ud654 \uae30\ud68c\ub97c \uc81c\uacf5\ud558\uc5ec \uace0\uac1d \uacbd\ud5d8 \uac1c\uc120, \ube44\uc6a9 \uc808\uac10, \ube44\uc988\ub2c8\uc2a4 \uc131\uacfc \ud5a5\uc0c1\uc73c\ub85c \uc774\uc5b4\uc9d1\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\uc758 \uacfc\uc81c<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uc0dd\uc131 AI\ub294 \ub9ce\uc740 \uc7a5\uc810\uc744 \uc81c\uacf5\ud558\uc9c0\ub9cc, \uac1c\ubc1c\uc790\uc640 \uc5f0\uad6c\uc790\uac00 \ud574\uacb0\ud574\uc57c \ud560 \uacfc\uc81c\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uadf8 \uc911 \uba87 \uac00\uc9c0\uc785\ub2c8\ub2e4:<\/span><\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud488\uc9c8 \ubc0f \uad00\ub9ac<\/b><span style=\"font-weight: 400;\">: \uc81c\ub108\ub808\uc774\ud2f0\ube0c \ubaa8\ub378\uc740 \ube44\ud604\uc2e4\uc801\uc774\uac70\ub098 \uc77c\uad00\uc131 \uc5c6\ub294 \uacb0\uacfc\ubb3c\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \uace0\ud488\uc9c8 \ucf58\ud150\uce20\ub97c \uc77c\uad00\ub418\uac8c \uc0dd\uc131\ud558\ub294 \uac83\uc740 \uc5b4\ub824\uc6b4 \uc77c\uc785\ub2c8\ub2e4.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub370\uc774\ud130 \uc138\ud2b8 \uc81c\ud55c<\/b><span style=\"font-weight: 400;\">: \uc0dd\uc131\ud615 AI\ub294 \ud559\uc2b5 \ub370\uc774\ud130\uc758 \ud488\uc9c8\uacfc \ub2e4\uc591\uc131\uc5d0 \ud06c\uac8c \uc758\uc874\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc81c\ud55c\uc801\uc774\uac70\ub098 \ud3b8\ud5a5\ub41c \uacbd\uc6b0 \ubaa8\ub378\uc740 \ud3b8\ud5a5\ub418\uac70\ub098 \ubd80\uc815\ud655\ud55c \uacb0\uacfc\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uad50\uc721 \ubcf5\uc7a1\uc131<\/b><span style=\"font-weight: 400;\">: \uc0dd\uc131 \ubaa8\ub378 \ud6c8\ub828\uc740 \uacc4\uc0b0 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4e4\uae30 \ub54c\ubb38\uc5d0 GPU\ub098 TPU\uc640 \uac19\uc740 \uac15\ub825\ud55c \ud558\ub4dc\uc6e8\uc5b4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \ub610\ud55c \ud2b9\ud788 \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc774\ub098 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \uacbd\uc6b0 \uc2dc\uac04\uc774 \uc624\ub798 \uac78\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud3c9\uac00 \ubc0f \uc9c0\ud45c<\/b><span style=\"font-weight: 400;\">: \uc0dd\uc131 \ubaa8\ub378\uc758 \ud488\uc9c8\uacfc \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\ub294 \uac83\uc740 \uc5b4\ub824\uc6b4 \uc77c\uc785\ub2c8\ub2e4. \ud310\ubcc4 \ubaa8\ub378\uc5d0 \uc0ac\uc6a9\ub418\ub294 \uae30\uc874\uc758 \ud3c9\uac00 \uc9c0\ud45c\ub294 \uc801\ud569\ud558\uc9c0 \uc54a\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc81c\ub108\ub808\uc774\ud2f0\ube0c \ubaa8\ub378\uc5d0 \uc801\ud569\ud55c \ud3c9\uac00 \uc9c0\ud45c\uc640 \ubca4\uce58\ub9c8\ud06c\ub97c \uac1c\ubc1c\ud558\ub294 \uac83\uc740 \ud604\uc7ac \uc9c4\ud589 \uc911\uc778 \uc5f0\uad6c \ubd84\uc57c\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc724\ub9ac\uc801 \uace0\ub824 \uc0ac\ud56d<\/b><span style=\"font-weight: 400;\">: \uc0dd\uc131\ud615 AI\ub294 \ud2b9\ud788 \ub525\ud398\uc774\ud06c, \uac00\uc9dc \ub274\uc2a4 \ub610\ub294 \uc545\uc131 \ucf58\ud150\uce20 \uc81c\uc791\uacfc \uad00\ub828\ud558\uc5ec \uc724\ub9ac\uc801 \ubb38\uc81c\ub97c \uc81c\uae30\ud569\ub2c8\ub2e4. \ucc45\uc784\uac10 \uc788\ub294 \uac1c\ubc1c \uad00\ud589, \ud22c\uba85\uc131, \uaddc\uc815\uc740 \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \uae30\uc220\uc758 \uc724\ub9ac\uc801 \uc0ac\uc6a9\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \ud544\uc694\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\uc774\ub7ec\ud55c \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub824\uba74 \uc9c0\uc18d\uc801\uc778 \uc5f0\uad6c\uc640 \ud611\ub825, \ubaa8\ubc94 \uc0ac\ub840 \ubc0f \uac00\uc774\ub4dc\ub77c\uc778\uc744 \uac1c\ubc1c\ud558\uc5ec \ucc45\uc784\uac10 \uc788\uace0 \uc724\ub9ac\uc801\uc778 \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \uae30\uc220 \uc0ac\uc6a9\uc744 \ubcf4\uc7a5\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \uae30\uc220 \uc2a4\ud0dd<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \uac1c\ubc1c\uc5d0\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ud504\ub808\uc784\uc6cc\ud06c, \ub77c\uc774\ube0c\ub7ec\ub9ac \ubc0f \ub3c4\uad6c\uc758 \uc870\ud569\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\uc5d0 \uc0ac\uc6a9\ub418\ub294 \uc77c\ubc18\uc801\uc778 \uae30\uc220 \uc2a4\ud0dd\uc785\ub2c8\ub2e4:<\/span><\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub525 \ub7ec\ub2dd \ud504\ub808\uc784\uc6cc\ud06c<\/b><span style=\"font-weight: 400;\">: \ud150\uc11c\ud50c\ub85c\uc6b0, \ud30c\uc774\ud1a0\uce58, \ucf00\ub77c\uc2a4\ub294 \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\uace0 \ud6c8\ub828\ud558\ub294 \ub370 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud504\ub808\uc784\uc6cc\ud06c\ub294 \ub192\uc740 \uc218\uc900\uc758 API, \ub2e4\uc591\ud55c \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98 \ubc0f \ucd5c\uc801\ud654 \uc54c\uace0\ub9ac\uc998\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc81c\ub108\ub808\uc774\ud2f0\ube0c \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98<\/b><span style=\"font-weight: 400;\">: \uac00\ubcc0 \uc790\ub3d9 \uc778\ucf54\ub354(VAE), \uc0dd\uc131\uc801 \uc801\ub300\uc801 \ub124\ud2b8\uc6cc\ud06c(GAN), \ud2b8\ub79c\uc2a4\ud3ec\uba38\ub294 \uc0dd\uc131 \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98\uc758 \uc608\uc785\ub2c8\ub2e4. \uc131\uacf5\uc801\uc778 \uad6c\ud604\uc744 \uc704\ud574\uc11c\ub294 \uc774\ub7ec\ud55c \uad6c\uc870\ub97c \uc774\ud574\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378<\/b><span style=\"font-weight: 400;\">: GPT-3 \ub610\ub294 StyleGAN2\uc640 \uac19\uc774 \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378\ub85c \uc2dc\uc791\ud558\uba74 \uc2dc\uac04\uacfc \ub9ac\uc18c\uc2a4\ub97c \uc808\uc57d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \ubbf8\uc138 \uc870\uc815\ud558\uac70\ub098 \uc804\uc774 \ud559\uc2b5\uc5d0 \uc0ac\uc6a9\ud558\uc5ec \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \ud504\ub85c\uc81d\ud2b8\uc758 \uae30\ubc18\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uc99d\uac15<\/b><span style=\"font-weight: 400;\">: NumPy\ub098 Pandas\uc640 \uac19\uc740 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud55c \uc801\uc808\ud55c \ub370\uc774\ud130 \uc804\ucc98\ub9ac\ub294 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \ud68c\uc804\uc774\ub098 \ub178\uc774\uc988 \ucd94\uac00\uc640 \uac19\uc740 \ub370\uc774\ud130 \uc99d\uac15 \uae30\ubc95\uc740 \ud559\uc2b5 \ub370\uc774\ud130\uc758 \ub2e4\uc591\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>GPU \uac00\uc18d<\/b><span style=\"font-weight: 400;\">: \uc0dd\uc131\ud615 AI \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub824\uba74 \uc0c1\ub2f9\ud55c \uc5f0\uc0b0 \ub2a5\ub825\uc774 \ud544\uc694\ud55c \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. CUDA \ubc0f cuDNN\uacfc \uac19\uc740 \ub77c\uc774\ube0c\ub7ec\ub9ac\uac00 \uc9c0\uc6d0\ud558\ub294 GPU\ub294 \ud559\uc2b5 \ubc0f \ucd94\ub860 \ud504\ub85c\uc138\uc2a4\ub97c \uac00\uc18d\ud654\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\uc774 \uae30\uc220 \uc2a4\ud0dd\uc740 \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c\uc744 \uc704\ud55c \uae30\ubc18\uc744 \uc81c\uacf5\ud558\uc9c0\ub9cc, \uc0ac\uc6a9\ub418\ub294 \uad6c\uccb4\uc801\uc778 \ub3c4\uad6c\uc640 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d\uacfc \uac1c\ubc1c\ud300\uc758 \uc120\ud638\ub3c4\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \uc194\ub8e8\uc158 \uad6c\ucd95 \ubc29\ubc95\u00a0<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \uc194\ub8e8\uc158 \uad6c\ucd95\uc5d0\ub294 \uc5ec\ub7ec \ub2e8\uacc4\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \ud504\ub85c\uc138\uc2a4\uc5d0 \ub300\ud55c \uac1c\uad04\uc801\uc778 \uac1c\uc694\uc785\ub2c8\ub2e4:<\/span><\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ubb38\uc81c \uc815\uc758<\/b><span style=\"font-weight: 400;\">: \ucf58\ud150\uce20 \uc720\ud615, \uc6d0\ud558\ub294 \ud2b9\uc131, \uc0dd\uc131\ub41c \ucf58\ud150\uce20\uc758 \ubaa9\uc801 \ub4f1 \uc0dd\uc131\ud615 AI\ub85c \ud574\uacb0\ud558\uace0\uc790 \ud558\ub294 \ubb38\uc81c\ub97c \uba85\ud655\ud558\uac8c \uc815\uc758\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc900\ube44<\/b><span style=\"font-weight: 400;\">: \uc0dd\uc131\ud558\ub824\ub294 \ucf58\ud150\uce20\ub97c \ub300\ud45c\ud558\ub294 \ub2e4\uc591\ud558\uace0 \uade0\ud615 \uc7a1\ud78c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc218\uc9d1\ud558\uac70\ub098 \uc0dd\uc131\ud569\ub2c8\ub2e4. \ub370\uc774\ud130\ub97c \uc804\ucc98\ub9ac\ud558\uc5ec \uad50\uc721\uc5d0 \uc801\ud569\ud55c \ud615\uc2dd\uc73c\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc81c\ub108\ub808\uc774\ud2f0\ube0c \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98 \uc120\ud0dd<\/b><span style=\"font-weight: 400;\">: \ubb38\uc81c\uc640 \ub370\uc774\ud130 \ud2b9\uc131\uc5d0 \ub530\ub77c VAE, GAN \ub610\ub294 \ud2b8\ub79c\uc2a4\ud3ec\uba38\uc640 \uac19\uc740 \uc801\uc808\ud55c \uc0dd\uc131 \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98\ub97c \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc81c\ub108\ub808\uc774\ud2f0\ube0c \ubaa8\ub378 \uad6c\ud604<\/b><span style=\"font-weight: 400;\">: \ub525\ub7ec\ub2dd \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc120\ud0dd\ud55c \uc0dd\uc131 \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98\ub97c \uad6c\ud604\ud569\ub2c8\ub2e4. \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud558\ub3c4\ub85d \uc0ac\uc6a9\uc790 \uc9c0\uc815\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ubaa8\ub378 \ud6c8\ub828<\/b><span style=\"font-weight: 400;\">: \uc900\ube44\ub41c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0dd\uc131 \ubaa8\ub378\uc744 \ud6c8\ub828\ud569\ub2c8\ub2e4. \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub97c \ucd5c\uc801\ud654\ud558\uace0 \uc815\uaddc\ud654 \uae30\ubc95\uc744 \uc2e4\ud5d8\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud3c9\uac00 \ubc0f \ubbf8\uc138 \uc870\uc815<\/b><span style=\"font-weight: 400;\">: \uc801\uc808\ud55c \uc9c0\ud45c\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud569\ub2c8\ub2e4. \ud544\uc694\ud55c \uacbd\uc6b0 \ubaa8\ub378\uc744 \ubbf8\uc138 \uc870\uc815\ud558\uc5ec \ucd9c\ub825 \ud488\uc9c8\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ubc30\ud3ec \ubc0f \ud1b5\ud569<\/b><span style=\"font-weight: 400;\">: \ud504\ub85c\ub355\uc158 \ud658\uacbd\uc5d0 \uc0dd\uc131 \ubaa8\ub378\uc744 \ubc30\ud3ec\ud558\uace0 \uc194\ub8e8\uc158\uc758 \ub2e4\ub978 \uad6c\uc131 \uc694\uc18c\uc640 \ud1b5\ud569\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc9c0\uc18d\uc801\uc778 \uac1c\uc120 \ubc0f \ubc18\ubcf5<\/b><span style=\"font-weight: 400;\">: \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \ud3c9\uac00\ud558\uace0, \uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31\uc744 \uc218\uc9d1\ud558\uace0, \uc194\ub8e8\uc158\uc744 \ubc18\ubcf5\ud558\uc5ec \ud55c\uacc4\ub97c \ud574\uacb0\ud558\uace0 \ucc3d\uc758\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc724\ub9ac\uc801 \uace0\ub824 \uc0ac\ud56d \ud574\uacb0<\/b><span style=\"font-weight: 400;\">: \ud3b8\uacac\uc744 \uc644\ud654\ud558\uace0 \uacf5\uc815\uc131\uc744 \ubcf4\uc7a5\ud558\uba70 \uae30\uc220 \uc624\uc6a9\uc744 \ubc29\uc9c0\ud558\uae30 \uc704\ud55c \uc548\uc804\uc7a5\uce58\ub97c \uad6c\ud604\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc720\uc9c0 \uad00\ub9ac \ubc0f \uc5c5\ub370\uc774\ud2b8<\/b><span style=\"font-weight: 400;\">: \uc0dd\uc131 AI \uc194\ub8e8\uc158\uc744 \uc815\uae30\uc801\uc73c\ub85c \uc720\uc9c0 \uad00\ub9ac\ud558\uace0 \uc5c5\ub370\uc774\ud2b8\ud558\uc5ec \ud574\ub2f9 \ubd84\uc57c\uc758 \ucd5c\uc2e0 \uc5f0\uad6c\uc640 \ubc1c\uc804\uc5d0 \ub300\ud55c \uc815\ubcf4\ub97c \uc5bb\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \uc194\ub8e8\uc158\uc744 \uad6c\ucd95\ud558\ub824\uba74 \ub525\ub7ec\ub2dd, \ub370\uc774\ud130 \ucc98\ub9ac, \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc5d0 \ub300\ud55c \uc804\ubb38 \uc9c0\uc2dd\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ucd5c\uc2e0 \uc815\ubcf4\ub97c \ud30c\uc545\ud558\uace0 \uae30\uc874 \ub9ac\uc18c\uc2a4\ub97c \ud65c\uc6a9\ud558\uc5ec \uac1c\ubc1c\uc744 \uac00\uc18d\ud654\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \uac1c\ubc1c \ubaa8\ubc94 \uc0ac\ub840<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \uc194\ub8e8\uc158\uc744 \uac1c\ubc1c\ud560 \ub54c\ub294 \ud6a8\uc728\uc801\uc774\uace0 \ud6a8\uacfc\uc801\uc778 \uac1c\ubc1c\uc744 \uc704\ud574 \ubaa8\ubc94 \uc0ac\ub840\ub97c \ub530\ub974\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uba87 \uac00\uc9c0 \uc8fc\uc694 \ubaa8\ubc94 \uc0ac\ub840\uc785\ub2c8\ub2e4:<\/span><\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uba85\ud655\ud55c \ubaa9\ud45c \uc815\uc758<\/b><span style=\"font-weight: 400;\">: \uc0dd\uc131 AI \uc194\ub8e8\uc158\uc758 \ubaa9\ud45c\uc640 \uc694\uad6c \uc0ac\ud56d\uc744 \uba85\ud655\ud558\uac8c \uc815\uc758\ud558\uc5ec \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\ub97c \uc548\ub0b4\ud558\uace0 \ubaa9\ud45c\uc5d0 \ub9de\uac8c \uc870\uc815\ud558\uc138\uc694.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc18c\uaddc\ubaa8\ub85c \uc2dc\uc791\ud558\uc5ec \ubc18\ubcf5<\/b><span style=\"font-weight: 400;\">: \uac04\ub2e8\ud55c \ubaa8\ub378\ubd80\ud130 \uc2dc\uc791\ud558\uc5ec \uc810\ucc28 \ubcf5\uc7a1\ub3c4\ub97c \ub192\uc774\uace0 \ud3c9\uac00 \uc9c0\ud45c\uc640 \uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31\uc744 \uae30\ubc18\uc73c\ub85c \ubc18\ubcf5\uc801\uc73c\ub85c \uac1c\uc120\ud558\uace0 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub370\uc774\ud130 \ud050\ub808\uc774\uc158 \ubc0f \uc804\ucc98\ub9ac<\/b><span style=\"font-weight: 400;\">: \uace0\ud488\uc9c8\uc758 \ub2e4\uc591\ud55c \ud559\uc2b5 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ud050\ub808\uc774\uc158\ud558\ub294 \ub370 \uc2dc\uac04\uc744 \ud22c\uc790\ud558\uc138\uc694. \ub370\uc774\ud130\ub97c \uc815\ub9ac \ubc0f \uc804\ucc98\ub9ac\ud558\uc5ec \ub178\uc774\uc988, \uc774\uc0c1\uac12, \ud3b8\ud5a5\uc744 \uc81c\uac70\ud558\uace0 \ub370\uc774\ud130 \uc99d\uac15 \uae30\uc220\uc744 \uace0\ub824\ud558\uc5ec \uac00\ubcc0\uc131\uc744 \ub192\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378 \ud65c\uc6a9<\/b><span style=\"font-weight: 400;\">: \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \uc2dc\uac04\uacfc \ub9ac\uc18c\uc2a4\ub97c \uc808\uc57d\ud558\uc138\uc694. \ud2b9\uc815 \ub370\uc774\ud130 \uc138\ud2b8\ub098 \uc791\uc5c5\uc5d0 \ub9de\uac8c \ubbf8\uc138 \uc870\uc815\ud558\uc5ec \uc131\ub2a5\uc744 \uac1c\uc120\ud558\uace0 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\uac8c \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc544\ud0a4\ud14d\ucc98 \ubc0f \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub85c \uc2e4\ud5d8\ud558\uae30<\/b><span style=\"font-weight: 400;\">: \ub2e4\uc591\ud55c \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98, \ub808\uc774\uc5b4, \ud65c\uc131\ud654 \ubc0f \uc8fc\uc758 \uba54\ucee4\ub2c8\uc998\uc744 \ud0d0\uc0c9\ud558\uc5ec \uc791\uc5c5\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \ubaa8\ub378\uc744 \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uccb4\uacc4\uc801\uc778 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ud29c\ub2dd\uc744 \uc218\ud589\ud558\uc5ec \ubaa8\ub378 \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud558\uc138\uc694.<\/span><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\uc774\ub7ec\ud55c \ubaa8\ubc94 \uc0ac\ub840\ub97c \ub530\ub974\uba74 \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\uc758 \ud6a8\uc728\uc131, \uc548\uc815\uc131 \ubc0f \ud6a8\uacfc\ub97c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \uac1c\ubc1c\uc758 \ubbf8\ub798<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uadf8\ub9ac\uace0 <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/2024-predictions-ai-applications\/\"><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\uc758 \ubbf8\ub798<\/span><\/a><span style=\"font-weight: 400;\"> \ub294 \ubc1c\uc804\uacfc \ud601\uc2e0\uc744 \uc704\ud55c \ud070 \uc7a0\uc7ac\ub825\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc8fc\uc694 \ud2b8\ub80c\ub4dc\uc5d0\ub294 \ubaa8\ub378 \ud488\uc9c8 \ud5a5\uc0c1, \uc0ac\uc6a9\uc790\uc5d0\uac8c \ub354 \ub9ce\uc740 \uc81c\uc5b4 \ubc0f \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc635\uc158 \uc81c\uacf5, \uba40\ud2f0\ubaa8\ub2ec \uc0dd\uc131 \ud0d0\uc0c9, \uc18c\ub7c9 \ubc0f \ub2e8\ubc1c \ud559\uc2b5 \uac1c\ubc1c, \uc9c0\uc18d\uc801\uc778 \ud559\uc2b5 \ud1b5\ud569, \uc724\ub9ac\uc640 \ucc45\uc784\uc5d0 \ub300\ud55c \uac15\uc870, \uc5f0\ud569 \ubc0f \ubd84\uc0b0 \uc811\uadfc \ubc29\uc2dd \ucc44\ud0dd, \ub2e4\uc591\ud55c \uc601\uc5ed\uc73c\ub85c\uc758 \ud655\uc7a5, \uc778\uac04-AI \ud611\uc5c5 \ucd09\uc9c4, \uc624\ud508 \uc18c\uc2a4 \uc774\ub2c8\uc154\ud2f0\ube0c \ubc0f \ucee4\ubba4\ub2c8\ud2f0 \ud611\uc5c5 \ucd09\uc9c4 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud2b8\ub80c\ub4dc\ub294 \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\uc758 \ubc1c\uc804\uc744 \ucd09\uc9c4\ud558\uace0 \uc801\uc6a9 \ubd84\uc57c\ub97c \ud655\ub300\ud560 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc778\uacf5 \uc9c0\ub2a5(AI)\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\ub824\uba74 \ub2e4\uc74c \ub9ac\uc18c\uc2a4\ub97c \ud655\uc778\ud558\uc138\uc694:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/genai-a-new-tool-in-the-developer-toolbox\/\"><span style=\"font-weight: 400;\">GenAI: \uac1c\ubc1c\uc790 \ub3c4\uad6c \uc0c1\uc790\uc758 \uc0c8\ub85c\uc6b4 \ub3c4\uad6c<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/what-is-generative-ai\/\"><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\uc640 \uce74\uc6b0\uce58\ubca0\uc774\uc2a4\uc758 \uc791\ub3d9 \ubc29\uc2dd<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/generative-ai-coding-tco\/\"><span style=\"font-weight: 400;\">\uac1c\ubc1c\uc790\uac00 AI\ub85c \uc18c\ud504\ud2b8\uc6e8\uc5b4 TCO\ub97c \uc808\uac10\ud560 \uc218 \uc788\uc744\uae4c\uc694?<\/span><\/a><span style=\"font-weight: 400;\">\u00a0<\/span><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/large-language-models-explained\/\"><span style=\"font-weight: 400;\">\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \uc124\uba85<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/vector-databases\/\"><span style=\"font-weight: 400;\">\ud55c \ucc28\uc6d0 \ub192\uc740 \uac80\uc0c9\uc744 \uc2e4\ud604\ud558\uc138\uc694: \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \ud798<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/ai-cloud-services\/\"><span style=\"font-weight: 400;\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4, \uc0c8\ub85c\uc6b4 AI \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4 '\uce74\ud3a0\ub77c \uc544\uc774\ud050' \ucd9c\uc2dc<\/span><\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>This blog post will provide you with insights and best practices for developing generative AI solutions. By the end of this guide, you\u2019ll have a clear understanding of what generative AI entails, how it works, use cases, benefits, required tech [&hellip;]<\/p>","protected":false},"author":82066,"featured_media":15258,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1814,10122,1815,9973,9937],"tags":[9632],"ppma_author":[9657],"class_list":["post-15257","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-application-design","category-artificial-intelligence-ai","category-best-practices-and-tutorials","category-generative-ai-genai","category-vector-search","tag-database-tco"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.7.1 (Yoast SEO v25.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>A Guide to Generative AI Development - The Couchbase Blog<\/title>\n<meta name=\"description\" content=\"This blog post acts as a guide to developing generative AI solutions. It also includes generative AI applications and development best practices.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/generative-ai-development\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"A Guide to Generative AI Development\" \/>\n<meta property=\"og:description\" content=\"This blog post acts as a guide to developing generative AI solutions. 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