{"id":50226,"date":"2024-02-06T16:12:40","date_gmt":"2024-02-06T19:12:40","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/academic-integrity-copy\/"},"modified":"2024-02-06T16:12:41","modified_gmt":"2024-02-06T19:12:41","slug":"machine-learning-in-science","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/ko\/machine-learning-in-science\/","title":{"rendered":"\uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c \uba38\uc2e0 \ub7ec\ub2dd\uc758 \uc601\ud5a5\ub825 \ub4dc\ub7ec\ub0b4\uae30"},"content":{"rendered":"<p>\ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \uba38\uc2e0\ub7ec\ub2dd\uc740 \uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c \uac15\ub825\ud55c \ub3c4\uad6c\ub85c \ubd80\uc0c1\ud558\uc5ec \uc5f0\uad6c\uc790\ub4e4\uc774 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130\ub97c \ud0d0\uc0c9\ud558\uace0 \ubd84\uc11d\ud558\ub294 \ubc29\uc2dd\uc744 \ud601\uc2e0\uc801\uc73c\ub85c \ubcc0\ud654\uc2dc\ucf30\uc2b5\ub2c8\ub2e4. \uc790\ub3d9\uc73c\ub85c \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0 \uc608\uce21\ud558\uba70 \uc228\uaca8\uc9c4 \uc778\uc0ac\uc774\ud2b8\ub97c \ubc1c\uacac\ud558\ub294 \ub2a5\ub825\uc744 \uac16\ucd98 \uba38\uc2e0\ub7ec\ub2dd\uc740 \uacfc\ud559\uc801 \ud0d0\uad6c\uc758 \uc0c8\ub85c\uc6b4 \uae38\uc744 \uc5f4\uc5c8\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc758 \ubaa9\uc801\uc740 \uba38\uc2e0\ub7ec\ub2dd\uc758 \uad11\ubc94\uc704\ud55c \uc751\uc6a9 \ubd84\uc57c\uc640 \uc774 \ubd84\uc57c\uc5d0\uc11c \uc774\ub8e8\uc5b4\uc9c4 \ubc1c\uc804, \uadf8\ub9ac\uace0 \ub354 \ub9ce\uc740 \ubc1c\uacac\uc744 \uc704\ud55c \uc7a0\uc7ac\ub825\uc744 \ud0d0\uad6c\ud568\uc73c\ub85c\uc368 \uacfc\ud559\uc5d0\uc11c \uba38\uc2e0\ub7ec\ub2dd\uc758 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \uac15\uc870\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uacfc\ud559\uc790\ub4e4\uc740 \uba38\uc2e0\ub7ec\ub2dd\uc758 \uc791\ub3d9 \uc6d0\ub9ac\ub97c \uc774\ud574\ud568\uc73c\ub85c\uc368 \uc9c0\uc2dd\uc758 \uacbd\uacc4\ub97c \ub113\ud788\uace0 \ubcf5\uc7a1\ud55c \ud604\uc0c1\uc744 \ud480\uc5b4\ub0b4\uba70 \ud68d\uae30\uc801\uc778 \ud601\uc2e0\uc758 \uae38\uc744 \uc5f4\uc5b4\uac00\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-what-is-machine-learning\"><strong>\uba38\uc2e0\ub7ec\ub2dd\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/strong><\/h2>\n\n\n\n<p>\uba38\uc2e0 \ub7ec\ub2dd\uc740 <a href=\"https:\/\/en.wikipedia.org\/wiki\/Artificial_intelligence\" target=\"_blank\" rel=\"noreferrer noopener\">\uc778\uacf5 \uc9c0\ub2a5<\/a> (AI)\ub294 \ucef4\ud4e8\ud130\uac00 \uba85\uc2dc\uc801\uc73c\ub85c \ud504\ub85c\uadf8\ub798\ubc0d\ud558\uc9c0 \uc54a\uace0\ub3c4 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ud559\uc2b5\ud558\uace0 \uc608\uce21\uc774\ub098 \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\ub294 \uc54c\uace0\ub9ac\uc998\uacfc \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ucef4\ud4e8\ud130\uac00 \ub370\uc774\ud130 \ub0b4\uc758 \ud328\ud134, \uad00\uacc4, \uc885\uc18d\uc131\uc744 \uc790\ub3d9\uc73c\ub85c \ubd84\uc11d\ud558\uace0 \ud574\uc11d\ud558\uc5ec \uac00\uce58 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\uc640 \uc9c0\uc2dd\uc744 \ucd94\ucd9c\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \ud1b5\uacc4 \ubc0f \uacc4\uc0b0 \uae30\ubc95\uc744 \uc5f0\uad6c\ud558\ub294 \uac83\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uad00\ub828 \ubb38\uc11c: <a href=\"https:\/\/mindthegraph.com\/blog\/artificial-intelligence-in-science\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>\uacfc\ud559 \ubd84\uc57c\uc758 \uc778\uacf5 \uc9c0\ub2a5<\/strong><\/a><\/p>\n\n\n\n<h3 id=\"h-machine-learning-in-science\"><strong>\uacfc\ud559 \ubd84\uc57c\uc758 \uba38\uc2e0 \ub7ec\ub2dd<\/strong><\/h3>\n\n\n\n<p>\uba38\uc2e0\ub7ec\ub2dd\uc740 \ub2e4\uc591\ud55c \uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c \uac15\ub825\ud55c \ub3c4\uad6c\ub85c \ubd80\uc0c1\ud558\uc5ec \uc5f0\uad6c\uc790\ub4e4\uc774 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ubd84\uc11d\ud558\uace0 \ud574\uc11d\ud558\ub294 \ubc29\uc2dd\uc5d0 \ud601\uc2e0\uc744 \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4. \uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c\ub294 \ub2e8\ubc31\uc9c8 \uad6c\uc870 \uc608\uce21, \ucc9c\uccb4 \ubd84\ub958, \uae30\ud6c4 \ud328\ud134 \ubaa8\ub378\ub9c1, \uc720\uc804\uc790 \ub370\uc774\ud130\uc758 \ud328\ud134 \uc2dd\ubcc4 \ub4f1 \ub2e4\uc591\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uba38\uc2e0\ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uacfc\ud559\uc790\ub4e4\uc740 \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ud6c8\ub828\uc2dc\ucf1c \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uc5ec \uc228\uaca8\uc9c4 \ud328\ud134\uc744 \ubc1c\uacac\ud558\uace0, \uc815\ud655\ud55c \uc608\uce21\uc744 \ud558\uace0, \ubcf5\uc7a1\ud55c \ud604\uc0c1\uc744 \ub354 \uae4a\uc774 \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uacfc\ud559 \ubd84\uc57c\uc758 \uba38\uc2e0\ub7ec\ub2dd\uc740 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \ud6a8\uc728\uc131\uacfc \uc815\ud655\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc0c8\ub85c\uc6b4 \ubc1c\uacac\uc758 \uae38\uc744 \uc5f4\uc5b4\uc8fc\uc5b4 \uc5f0\uad6c\uc790\ub4e4\uc774 \ubcf5\uc7a1\ud55c \uacfc\ud559\uc801 \uc9c8\ubb38\uc744 \ud574\uacb0\ud558\uace0 \uac01 \ubd84\uc57c\uc758 \ubc1c\uc804\uc744 \uac00\uc18d\ud654\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-types-of-machine-learning\"><strong>\uba38\uc2e0 \ub7ec\ub2dd\uc758 \uc720\ud615<\/strong><\/h2>\n\n\n\n<p>\uba38\uc2e0 \ub7ec\ub2dd\uc758 \uc77c\ubd80 \uc720\ud615\uc740 \ub2e4\uc591\ud55c \ubb38\uc81c \uc601\uc5ed\uacfc \ub370\uc774\ud130 \ud2b9\uc131\uc5d0 \uc801\ud569\ud55c \uad11\ubc94\uc704\ud55c \uc811\uadfc \ubc29\uc2dd\uacfc \uae30\uc220\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc5f0\uad6c\uc790\uc640 \uc2e4\ubb34\uc790\ub294 \ud2b9\uc815 \uc791\uc5c5\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \uc811\uadfc \ubc29\uc2dd\uc744 \uc120\ud0dd\ud558\uace0 \uba38\uc2e0 \ub7ec\ub2dd\uc758 \uac15\ub825\ud55c \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uc5ec \uc778\uc0ac\uc774\ud2b8\ub97c \ucd94\ucd9c\ud558\uace0 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uba38\uc2e0 \ub7ec\ub2dd\uc758 \uba87 \uac00\uc9c0 \uc720\ud615\uc785\ub2c8\ub2e4:<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"700\" height=\"500\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/02\/machine-learning-in-science-1-blog.png\" alt=\"\uacfc\ud559 \ubd84\uc57c\uc758 \uba38\uc2e0 \ub7ec\ub2dd\" class=\"wp-image-50228\" srcset=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/02\/machine-learning-in-science-1-blog.png 700w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/02\/machine-learning-in-science-1-blog-300x214.png 300w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/02\/machine-learning-in-science-1-blog-18x12.png 18w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/02\/machine-learning-in-science-1-blog-100x71.png 100w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><figcaption class=\"wp-element-caption\"><em><strong>\uc81c\uc791 \ub300\uc0c1 <a href=\"https:\/\/mindthegraph.com\/?utm_source=blog&amp;utm_medium=content\" target=\"_blank\" rel=\"noreferrer noopener\">Mind the Graph<\/a><\/strong><\/em><\/figcaption><\/figure><\/div>\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 id=\"h-supervised-learning\"><strong>\uc9c0\ub3c4 \ud559\uc2b5<\/strong><\/h3>\n\n\n\n<p>\uc9c0\ub3c4 \ud559\uc2b5\uc740 \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\ub294 \uba38\uc2e0 \ub7ec\ub2dd\uc758 \uae30\ubcf8 \uc811\uadfc \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc5ec\uae30\uc11c \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \ub370\uc774\ud130\ub780 \ud574\ub2f9 \ucd9c\ub825 \ub610\ub294 \ubaa9\ud45c \ub808\uc774\ube14\uacfc \uc30d\uc744 \uc774\ub8e8\ub294 \uc785\ub825 \ub370\uc774\ud130\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc9c0\ub3c4 \ud559\uc2b5\uc758 \ubaa9\ud45c\ub294 \ubaa8\ub378\uc774 \uc785\ub825 \ud2b9\uc9d5\uacfc \ud574\ub2f9 \ub808\uc774\ube14 \uc0ac\uc774\uc758 \ud328\ud134\uacfc \uad00\uacc4\ub97c \ud559\uc2b5\ud558\uc5ec \ubcf4\uc774\uc9c0 \uc54a\ub294 \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uc815\ud655\ud55c \uc608\uce21\uc774\ub098 \ubd84\ub958\ub97c \ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uac83\uc785\ub2c8\ub2e4.&nbsp;<\/p>\n\n\n\n<p>\ud559\uc2b5 \uacfc\uc815\uc5d0\uc11c \ubaa8\ub378\uc740 \uc81c\uacf5\ub41c \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud30c\ub77c\ubbf8\ud130\ub97c \ubc18\ubcf5\uc801\uc73c\ub85c \uc870\uc815\ud558\uc5ec \uc608\uce21\ub41c \ucd9c\ub825\uacfc \uc2e4\uc81c \ub808\uc774\ube14 \uac04\uc758 \ucc28\uc774\ub97c \ucd5c\uc18c\ud654\ud558\uae30 \uc704\ud574 \ub178\ub825\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ubaa8\ub378\uc740 \ubcf4\uc774\uc9c0 \uc54a\ub294 \ub370\uc774\ud130\uc5d0 \ub300\ud574\uc11c\ub3c4 \uc77c\ubc18\ud654\ud558\uc5ec \uc815\ud655\ud558\uac8c \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc9c0\ub3c4 \ud559\uc2b5\uc740 \uc774\ubbf8\uc9c0 \uc778\uc2dd, \uc74c\uc131 \uc778\uc2dd, \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc608\uce21 \ubd84\uc11d \ub4f1 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-unsupervised-learning\"><strong>\ube44\uc9c0\ub3c4 \ud559\uc2b5<\/strong><\/h3>\n\n\n\n<p>\ube44\uc9c0\ub3c4 \ud559\uc2b5\uc740 \ubbf8\ub9ac \uc815\uc758\ub41c \ub300\uc0c1 \ub808\uc774\ube14\uc744 \uc0ac\uc6a9\ud558\uc9c0 \uc54a\uace0 \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub418\uc9c0 \uc54a\uc740 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ubd84\uc11d\ud558\uace0 \ud074\ub7ec\uc2a4\ud130\ub9c1\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub454 \uba38\uc2e0 \ub7ec\ub2dd\uc758 \ud55c \ubd84\uc57c\uc785\ub2c8\ub2e4. \ube44\uc9c0\ub3c4 \ud559\uc2b5\uc5d0\uc11c \uc54c\uace0\ub9ac\uc998\uc740 \ub370\uc774\ud130 \ub0b4\uc758 \ud328\ud134, \uc720\uc0ac\uc131, \ucc28\uc774\uc810\uc744 \uc790\ub3d9\uc73c\ub85c \uac10\uc9c0\ud558\ub3c4\ub85d \uc124\uacc4\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc228\uaca8\uc9c4 \uad6c\uc870\ub97c \ubc1c\uacac\ud568\uc73c\ub85c\uc368 \uc5f0\uad6c\uc790\uc640 \uc870\uc9c1\uc740 \ube44\uc9c0\ub3c4 \ud559\uc2b5\uc744 \ud1b5\ud574 \uac00\uce58 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uace0 \ub370\uc774\ud130 \uae30\ubc18\uc758 \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.&nbsp;<\/p>\n\n\n\n<p>\uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \ub370\uc774\ud130\uc758 \uae30\ubcf8 \uad6c\uc870\ub97c \uc774\ud574\ud558\uace0 \uc7a0\uc7ac\uc801\uc778 \ud328\ud134\uc774\ub098 \uad00\uacc4\ub97c \ud30c\uc545\ud558\ub294 \uac83\uc774 \ubaa9\ud45c\uc778 \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4. \ube44\uc9c0\ub3c4 \ud559\uc2b5\uc740 \uace0\uac1d \uc138\ubd84\ud654, \uc774\uc0c1 \uc9d5\ud6c4 \uac10\uc9c0, \ucd94\ucc9c \uc2dc\uc2a4\ud15c, \uc774\ubbf8\uc9c0 \uc778\uc2dd\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc601\uc5ed\uc5d0\uc11c\ub3c4 \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-reinforcement-learning\"><strong>\uac15\ud654 \ud559\uc2b5<\/strong><\/h3>\n\n\n\n<p>\uac15\ud654 \ud559\uc2b5(RL)\uc740 \uc9c0\ub2a5\ud615 \uc5d0\uc774\uc804\ud2b8\uac00 \ud658\uacbd\uc5d0\uc11c \ucd5c\uc801\uc758 \uacb0\uc815\uc744 \ub0b4\ub9ac\uace0 \ub204\uc801 \ubcf4\uc0c1\uc744 \uadf9\ub300\ud654\ud558\ub294 \ubc29\ubc95\uc744 \ud559\uc2b5\ud558\ub294 \ub370 \ucd08\uc810\uc744 \ub9de\ucd98 \uba38\uc2e0 \ub7ec\ub2dd\uc758 \ud55c \ubd84\uc57c\uc785\ub2c8\ub2e4. \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \uc785\ub825\/\ucd9c\ub825 \uc30d\uc5d0 \uc758\uc874\ud558\ub294 \uc9c0\ub3c4 \ud559\uc2b5\uc774\ub098 \uc228\uaca8\uc9c4 \ud328\ud134\uc744 \ubc1c\uacac\ud558\ub824\ub294 \ube44\uc9c0\ub3c4 \ud559\uc2b5\uacfc \ub2ec\ub9ac \uac15\ud654 \ud559\uc2b5\uc740 \ud658\uacbd\uacfc\uc758 \uc0c1\ud638 \uc791\uc6a9\uc744 \ud1b5\ud574 \ud559\uc2b5\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \uc791\ub3d9\ud569\ub2c8\ub2e4. \uc5d0\uc774\uc804\ud2b8\uac00 \uc0c8\ub85c\uc6b4 \uc804\ub7b5\uc744 \ubc1c\uacac\ud558\ub294 \ud0d0\uc0c9\uacfc \uc5d0\uc774\uc804\ud2b8\uac00 \ud604\uc7ac \uc9c0\uc2dd\uc744 \ud65c\uc6a9\ud558\uc5ec \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ud65c\uc6a9 \uc0ac\uc774\uc758 \uade0\ud615\uc744 \ucc3e\ub294 \uac83\uc774 \uadf8 \ubaa9\uc801\uc785\ub2c8\ub2e4.&nbsp;<\/p>\n\n\n\n<p>\uac15\ud654 \ud559\uc2b5\uc5d0\uc11c \ud658\uacbd\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ub2e4\uc74c\uacfc \uac19\uc774 \uc124\uba85\ub429\ub2c8\ub2e4. <a href=\"https:\/\/en.wikipedia.org\/wiki\/Markov_decision_process\" target=\"_blank\" rel=\"noreferrer noopener\">\ub9c8\ub974\ucf54\ud504 \uc758\uc0ac \uacb0\uc815 \ud504\ub85c\uc138\uc2a4<\/a> (MDP)\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub3d9\uc801 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\ubc95\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc874\uc758 \ub3d9\uc801 \ud504\ub85c\uadf8\ub798\ubc0d \ubc29\ubc95\uacfc \ub2ec\ub9ac RL \uc54c\uace0\ub9ac\uc998\uc740 MDP\uc758 \uc815\ud655\ud55c \uc218\ud559\uc801 \ubaa8\ub378\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc73c\uba70, \uc815\ud655\ud55c \ubc29\ubc95\uc774 \uc2e4\uc6a9\uc801\uc774\uc9c0 \uc54a\uc740 \ub300\uaddc\ubaa8 \ubb38\uc81c\ub97c \ucc98\ub9ac\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uac15\ud654 \ud559\uc2b5 \uae30\ubc95\uc744 \uc801\uc6a9\ud558\uba74 \uc5d0\uc774\uc804\ud2b8\uac00 \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uc801\uc751\ud558\uace0 \uc758\uc0ac \uacb0\uc815 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc73c\ubbc0\ub85c \uc790\uc728 \uc8fc\ud589, \ub85c\ubd07 \uacf5\ud559, \uac8c\uc784 \ud50c\ub808\uc774 \ubc0f \ub9ac\uc18c\uc2a4 \uad00\ub9ac\uc640 \uac19\uc740 \uc791\uc5c5\uc5d0 \uac15\ub825\ud55c \uc811\uadfc \ubc29\uc2dd\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-machine-learning-algorithms-and-techniques\"><strong>\uba38\uc2e0 \ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ubc0f \uae30\uc220<\/strong><\/h2>\n\n\n\n<p>\uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uacfc \uae30\uc220\uc740 \ub2e4\uc591\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uba70 \ubcf5\uc7a1\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \uc601\uc5ed\uc5d0 \uc801\uc6a9\ub429\ub2c8\ub2e4. \uac01 \uc54c\uace0\ub9ac\uc998\uc5d0\ub294 \uace0\uc720\ud55c \uc7a5\ub2e8\uc810\uc774 \uc788\uc73c\uba70, \uadf8 \ud2b9\uc131\uc744 \uc774\ud574\ud558\uba74 \uc5f0\uad6c\uc790\uc640 \uc2e4\ubb34\uc790\uac00 \ud2b9\uc815 \uc791\uc5c5\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \uc811\uadfc \ubc29\uc2dd\uc744 \uc120\ud0dd\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uacfc\ud559\uc790\ub4e4\uc740 \uc774\ub7ec\ud55c \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc5d0\uc11c \uac00\uce58 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uace0 \uac01\uc790\uc758 \ubd84\uc57c\uc5d0\uc11c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-random-forests\"><strong>\ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8<\/strong><\/h3>\n\n\n\n<p>\ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8\ub294 \uc559\uc0c1\ube14 \ud559\uc2b5\uc758 \ubc94\uc8fc\uc5d0 \uc18d\ud558\ub294 \uba38\uc2e0 \ub7ec\ub2dd\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \uc54c\uace0\ub9ac\uc998\uc785\ub2c8\ub2e4. \uc5ec\ub7ec \uc758\uc0ac \uacb0\uc815 \ud2b8\ub9ac\ub97c \uacb0\ud569\ud558\uc5ec \ub370\uc774\ud130\ub97c \uc608\uce21\ud558\uac70\ub098 \ubd84\ub958\ud569\ub2c8\ub2e4. \ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8\uc758 \uac01 \uc758\uc0ac \uacb0\uc815 \ud2b8\ub9ac\ub294 \ub370\uc774\ud130\uc758 \ub2e4\ub978 \ud558\uc704 \uc9d1\ud569\uc5d0 \ub300\ud574 \ud559\uc2b5\ub418\uba70, \ucd5c\uc885 \uc608\uce21\uc740 \ubaa8\ub4e0 \uac1c\ubcc4 \ud2b8\ub9ac\uc758 \uc608\uce21\uc744 \ud569\uc0b0\ud558\uc5ec \uacb0\uc815\ub429\ub2c8\ub2e4. \ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8\ub294 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ucc98\ub9ac\ud558\uace0, \uc815\ud655\ud55c \uc608\uce21\uc744 \uc81c\uacf5\ud558\uba70, \uacb0\uce21\uac12\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \uac83\uc73c\ub85c \uc798 \uc54c\ub824\uc838 \uc788\uc2b5\ub2c8\ub2e4. \uae08\uc735, \uc758\ub8cc, \uc774\ubbf8\uc9c0 \uc778\uc2dd \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-deep-learning-algorithm\"><strong>\ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998<\/strong><\/h3>\n\n\n\n<p>\ub525\ub7ec\ub2dd\uc740 \ub370\uc774\ud130\uc758 \ud45c\ud604\uc744 \ud559\uc2b5\ud558\uae30 \uc704\ud574 \uc5ec\ub7ec \uacc4\uce35\uc73c\ub85c \uad6c\uc131\ub41c \uc778\uacf5 \uc2e0\uacbd\ub9dd\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub454 \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud558\uc704 \uc9d1\ud569\uc785\ub2c8\ub2e4. \ub2e4\uc74c\uacfc \uac19\uc740 \ub525 \ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 <a href=\"https:\/\/en.wikipedia.org\/wiki\/Convolutional_neural_network\" target=\"_blank\" rel=\"noreferrer noopener\">\ucee8\ubcfc\ub8e8\uc158 \uc2e0\uacbd\ub9dd<\/a> (CNN) \ubc0f <a href=\"https:\/\/en.wikipedia.org\/wiki\/Recurrent_neural_network\" target=\"_blank\" rel=\"noreferrer noopener\">\uc21c\ud658 \uc2e0\uacbd\ub9dd<\/a> (RNN)\uc740 \uc774\ubbf8\uc9c0 \ubc0f \uc74c\uc131 \uc778\uc2dd, \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ucd94\ucc9c \uc2dc\uc2a4\ud15c\uacfc \uac19\uc740 \uc791\uc5c5\uc5d0\uc11c \uad04\ubaa9\ud560 \ub9cc\ud55c \uc131\uacf5\uc744 \uac70\ub450\uc5c8\uc2b5\ub2c8\ub2e4. \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \uc6d0\uc2dc \ub370\uc774\ud130\uc5d0\uc11c \uacc4\uce35\uc801 \ud2b9\uc9d5\uc744 \uc790\ub3d9\uc73c\ub85c \ud559\uc2b5\ud558\uc5ec \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \ud3ec\ucc29\ud558\uace0 \ub9e4\uc6b0 \uc815\ud655\ud55c \uc608\uce21\uc744 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ub525 \ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \ud559\uc2b5\uc744 \uc704\ud574 \ub300\ub7c9\uc758 \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \ub370\uc774\ud130\uc640 \uc0c1\ub2f9\ud55c \uc591\uc758 \ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \ub525 \ub7ec\ub2dd\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\ub824\uba74 <a href=\"https:\/\/www.ibm.com\/topics\/deep-learning\" target=\"_blank\" rel=\"noreferrer noopener\">IBM \uc6f9 \uc0ac\uc774\ud2b8<\/a>.<\/p>\n\n\n\n<h3 id=\"h-gaussian-processes\"><strong>\uac00\uc6b0\uc2a4 \ud504\ub85c\uc138\uc2a4<\/strong><\/h3>\n\n\n\n<p>\uac00\uc6b0\uc2a4 \ud504\ub85c\uc138\uc2a4\ub294 \uba38\uc2e0\ub7ec\ub2dd\uc5d0\uc11c \ud655\ub960 \ubd84\ud3ec\ub97c \uae30\ubc18\uc73c\ub85c \ubaa8\ub378\ub9c1\ud558\uace0 \uc608\uce21\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uac15\ub825\ud55c \uae30\ubc95\uc785\ub2c8\ub2e4. \ud2b9\ud788 \uc791\uace0 \ub178\uc774\uc988\uac00 \ub9ce\uc740 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ub2e4\ub8f0 \ub54c \uc720\uc6a9\ud569\ub2c8\ub2e4. \uac00\uc6b0\uc2a4 \ud504\ub85c\uc138\uc2a4\ub294 \uae30\ubcf8 \ub370\uc774\ud130 \ubd84\ud3ec\uc5d0 \ub300\ud55c \uac15\ub825\ud55c \uac00\uc815 \uc5c6\uc774 \ubcc0\uc218 \uac04\uc758 \ubcf5\uc7a1\ud55c \uad00\uacc4\ub97c \ubaa8\ub378\ub9c1\ud560 \uc218 \uc788\ub294 \uc720\uc5f0\ud558\uace0 \ube44\ubaa8\uc218\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac00\uc6b0\uc2a4 \ud504\ub85c\uc138\uc2a4\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uc785\ub825 \ud2b9\uc9d5\uc744 \uae30\ubc18\uc73c\ub85c \uc5f0\uc18d\uc801\uc778 \ucd9c\ub825\uc744 \ucd94\uc815\ud558\ub294 \uac83\uc774 \ubaa9\uc801\uc778 \ud68c\uadc0 \ubb38\uc81c\uc5d0\uc11c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uac00\uc6b0\uc2a4 \ud504\ub85c\uc138\uc2a4\ub294 \uc9c0\ub9ac\ud1b5\uacc4\ud559, \uae08\uc735, \ucd5c\uc801\ud654 \ub4f1\uc758 \ubd84\uc57c\uc5d0\uc11c \uc751\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-application-of-machine-learning-in-science\"><strong>\uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c\uc758 \uba38\uc2e0 \ub7ec\ub2dd \uc801\uc6a9<\/strong><\/h2>\n\n\n\n<p>\uacfc\ud559\uc5d0 \uba38\uc2e0\ub7ec\ub2dd\uc744 \uc801\uc6a9\ud558\uba74 \uacfc\ud559\uc790\ub4e4\uc774 \ubcf5\uc7a1\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uace0, \ud328\ud134\uc744 \ubc1c\uacac\ud558\uace0, \ub300\uaddc\ubaa8\uc758 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uae30\ubc18\uc73c\ub85c \uc608\uce21\ud560 \uc218 \uc788\ub294 \uc0c8\ub85c\uc6b4 \uc5f0\uad6c\uc758 \uae38\uc774 \uc5f4\ub9bd\ub2c8\ub2e4. \uacfc\ud559\uc790\ub4e4\uc740 \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud798\uc744 \ud65c\uc6a9\ud558\uc5ec \ub354 \uae4a\uc740 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uace0, \uacfc\ud559\uc801 \ubc1c\uacac\uc744 \uac00\uc18d\ud654\ud558\uba70, \ub2e4\uc591\ud55c \uacfc\ud559 \uc601\uc5ed\uc5d0 \uac78\uccd0 \uc9c0\uc2dd\uc744 \ubc1c\uc804\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-medical-imaging\"><strong>\uc758\ub8cc \uc601\uc0c1<\/strong><\/h3>\n\n\n\n<p>\uba38\uc2e0\ub7ec\ub2dd\uc740 \uc758\ub8cc \uc601\uc0c1 \ubd84\uc57c\uc5d0 \ud070 \uae30\uc5ec\ub97c \ud558\uba70 \uc9c4\ub2e8 \ubc0f \uc608\ud6c4 \uc608\uce21 \uae30\ub2a5\uc744 \ud601\uc2e0\uc801\uc73c\ub85c \ubc1c\uc804\uc2dc\ucf30\uc2b5\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \uc5d1\uc2a4\ub808\uc774, MRI, CT \uc2a4\uce94\uacfc \uac19\uc740 \uc758\ub8cc \uc774\ubbf8\uc9c0\ub97c \ubd84\uc11d\ud558\uc5ec \ub2e4\uc591\ud55c \uc9c8\ubcd1\uacfc \uc0c1\ud0dc\ub97c \uac10\uc9c0\ud558\uace0 \uc9c4\ub2e8\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uc2dd\ubcc4\ud558\uace0, \uc7a5\uae30\ub098 \uc870\uc9c1\uc744 \uc138\ubd84\ud654\ud558\uba70, \ud658\uc790\uc758 \uc608\ud6c4\ub97c \uc608\uce21\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc758\ub8cc \uc804\ubb38\uac00\ub4e4\uc740 \uc758\ub8cc \uc601\uc0c1\uc5d0 \uba38\uc2e0\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud568\uc73c\ub85c\uc368 \uc9c4\ub2e8\uc758 \uc815\ud655\uc131\uacfc \ud6a8\uc728\uc131\uc744 \ub192\uc5ec \ub354 \ub098\uc740 \ud658\uc790 \uad00\ub9ac\uc640 \uce58\ub8cc \uacc4\ud68d\uc744 \uc138\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-active-learning\"><strong>\ub2a5\ub3d9\uc801 \ud559\uc2b5<\/strong><\/h3>\n\n\n\n<p>\ub2a5\ub3d9\ud615 \ud559\uc2b5\uc740 \uc54c\uace0\ub9ac\uc998\uc774 \uc0ac\ub78c\uc774\ub098 \uc624\ub77c\ud074\uc5d0 \ub77c\ubca8\ub9c1\ub41c \ub370\uc774\ud130\ub97c \ub300\ud654\ud615\uc73c\ub85c \ucffc\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uba38\uc2e0 \ub7ec\ub2dd \uae30\ubc95\uc785\ub2c8\ub2e4. \uacfc\ud559 \uc5f0\uad6c\uc5d0\uc11c \uc561\ud2f0\ube0c \ub7ec\ub2dd\uc740 \uc81c\ud55c\ub41c \ub77c\ubca8\ub9c1\ub41c \ub370\uc774\ud130 \uc138\ud2b8\ub85c \uc791\uc5c5\ud558\uac70\ub098 \uc8fc\uc11d \ud504\ub85c\uc138\uc2a4\uc5d0 \uc2dc\uac04\uc774 \ub9ce\uc774 \uac78\ub9ac\uac70\ub098 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4dc\ub294 \uacbd\uc6b0\uc5d0 \uc720\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2a5\ub3d9\ud615 \ud559\uc2b5 \uc54c\uace0\ub9ac\uc998\uc740 \ub77c\ubca8\ub9c1\uc5d0 \uac00\uc7a5 \uc720\uc775\ud55c \uc0ac\ub840\ub97c \uc9c0\ub2a5\uc801\uc73c\ub85c \uc120\ud0dd\ud568\uc73c\ub85c\uc368 \ub354 \uc801\uc740 \uc218\uc758 \ub77c\ubca8\ub9c1\ub41c \uc0ac\ub840\ub85c \ub192\uc740 \uc815\ud655\ub3c4\ub97c \ub2ec\uc131\ud558\uc5ec \uc218\ub3d9 \uc8fc\uc11d \uc791\uc5c5\uc758 \ubd80\ub2f4\uc744 \uc904\uc774\uace0 \uacfc\ud559\uc801 \ubc1c\uacac\uc744 \uac00\uc18d\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 id=\"h-scientific-applications\"><strong>\uacfc\ud559\uc801 \uc751\uc6a9 \ubd84\uc57c<\/strong><\/h3>\n\n\n\n<p>\uba38\uc2e0\ub7ec\ub2dd\uc740 \ub2e4\uc591\ud55c \uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c \ud3ed\ub113\uac8c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc720\uc804\uccb4\ud559\uc5d0\uc11c \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 DNA\uc640 RNA \uc11c\uc5f4\uc744 \ubd84\uc11d\ud558\uc5ec \uc720\uc804\uc801 \ubcc0\uc774\ub97c \uc2dd\ubcc4\ud558\uace0 \ub2e8\ubc31\uc9c8 \uad6c\uc870\ub97c \uc608\uce21\ud558\uba70 \uc720\uc804\uc790 \uae30\ub2a5\uc744 \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc7ac\ub8cc \uacfc\ud559\uc5d0\uc11c\ub294 \uc6d0\ud558\ub294 \ud2b9\uc131\uc744 \uac00\uc9c4 \uc0c8\ub85c\uc6b4 \uc7ac\ub8cc\ub97c \uc124\uacc4\ud558\uace0, \uc7ac\ub8cc \ubc1c\uacac\uc744 \uac00\uc18d\ud654\ud558\uba70, \uc81c\uc870 \uacf5\uc815\uc744 \ucd5c\uc801\ud654\ud558\ub294 \ub370 \uba38\uc2e0\ub7ec\ub2dd\uc774 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd \uae30\uc220\uc740 \ud658\uacbd \uacfc\ud559\uc5d0\uc11c\ub3c4 \uc624\uc5fc \uc218\uc900 \uc608\uce21 \ubc0f \ubaa8\ub2c8\ud130\ub9c1, \uc77c\uae30 \uc608\ubcf4, \uae30\ud6c4 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ub610\ud55c \ubb3c\ub9ac\ud559, \ud654\ud559, \ucc9c\ubb38\ud559 \ubc0f \uae30\ud0c0 \uc5ec\ub7ec \uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c \ub370\uc774\ud130 \uae30\ubc18 \ubaa8\ub378\ub9c1, \uc2dc\ubbac\ub808\uc774\uc158 \ubc0f \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud568\uc73c\ub85c\uc368 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-benefits-of-machine-learning-in-science\"><strong>\uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c\uc758 \uba38\uc2e0 \ub7ec\ub2dd\uc758 \uc774\uc810<\/strong><\/h2>\n\n\n\n<p>\uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c \uba38\uc2e0 \ub7ec\ub2dd\uc758 \uc774\uc810\uc740 \ub2e4\uc591\ud558\uace0 \uc601\ud5a5\ub825\uc774 \ud07d\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uba87 \uac00\uc9c0 \uc8fc\uc694 \uc774\uc810\uc785\ub2c8\ub2e4:<\/p>\n\n\n\n<p><strong>\ud5a5\uc0c1\ub41c \uc608\uce21 \ubaa8\ub378\ub9c1:<\/strong> \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \ub300\uaddc\ubaa8\uc758 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ubd84\uc11d\ud558\uc5ec \uae30\uc874\uc758 \ud1b5\uacc4\uc801 \ubc29\ubc95\uc73c\ub85c\ub294 \uc27d\uac8c \uc778\uc2dd\ud560 \uc218 \uc5c6\ub294 \ud328\ud134, \ucd94\uc138, \uad00\uacc4\ub97c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uacfc\ud559\uc790\ub4e4\uc740 \ub2e4\uc591\ud55c \uacfc\ud559 \ud604\uc0c1\uacfc \uacb0\uacfc\uc5d0 \ub300\ud55c \uc815\ud655\ud55c \uc608\uce21 \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uc5ec \ubcf4\ub2e4 \uc815\ud655\ud55c \uc608\uce21\uacfc \ud5a5\uc0c1\ub41c \uc758\uc0ac \uacb0\uc815\uc73c\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p><strong>\ud6a8\uc728\uc131 \ubc0f \uc790\ub3d9\ud654 \ud5a5\uc0c1: <\/strong>\uba38\uc2e0\ub7ec\ub2dd \uae30\uc220\uc740 \ubc18\ubcf5\uc801\uc774\uace0 \uc2dc\uac04\uc774 \ub9ce\uc774 \uac78\ub9ac\ub294 \uc791\uc5c5\uc744 \uc790\ub3d9\ud654\ud558\uc5ec \uacfc\ud559\uc790\ub4e4\uc774 \ubcf4\ub2e4 \ubcf5\uc7a1\ud558\uace0 \ucc3d\uc758\uc801\uc778 \uc5f0\uad6c\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uace0, \uc2e0\uc18d\ud55c \ubd84\uc11d\uc744 \uc218\ud589\ud558\uba70, \uc778\uc0ac\uc774\ud2b8\uc640 \uacb0\ub860\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \ub3c4\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc0dd\uc0b0\uc131 \ud5a5\uc0c1\uc73c\ub85c \uc774\uc5b4\uc9c0\uace0 \uacfc\ud559\uc801 \ubc1c\uacac\uc758 \uc18d\ub3c4\ub97c \uac00\uc18d\ud654\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p><strong>\ud5a5\uc0c1\ub41c \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ud574\uc11d:<\/strong> \uba38\uc2e0 \ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \ud0c1\uc6d4\ud558\uc5ec \uacfc\ud559\uc790\ub4e4\uc774 \ub300\uaddc\ubaa8\uc758 \uc774\uc9c8\uc801\uc778 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uac00\uce58 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \ucd94\ucd9c\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. \uae30\uacc4 \ud559\uc2b5 \uc54c\uace0\ub9ac\uc998\uc740 \uc778\uac04 \uc5f0\uad6c\uc790\uac00 \uc989\uc2dc \ud30c\uc545\ud560 \uc218 \uc5c6\ub294 \uc228\uaca8\uc9c4 \ud328\ud134, \uc0c1\uad00\uad00\uacc4, \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uc2dd\ubcc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uba38\uc2e0\ub7ec\ub2dd \uae30\uc220\uc740 \uc124\uba85, \uc2dc\uac01\ud654, \uc694\uc57d\uc744 \uc81c\uacf5\ud558\uc5ec \ub370\uc774\ud130 \ud574\uc11d\uc744 \ub3d5\uace0 \ubcf5\uc7a1\ud55c \uacfc\ud559 \ud604\uc0c1\uc5d0 \ub300\ud55c \uc2ec\uce35\uc801\uc778 \uc774\ud574\ub97c \ub3d5\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p><strong>\uc758\uc0ac \uacb0\uc815 \uc9c0\uc6d0 \ucd09\uc9c4:<\/strong> \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc740 \uacfc\ud559\uc790\ub97c \uc704\ud55c \uc758\uc0ac\uacb0\uc815 \uc9c0\uc6d0 \ub3c4\uad6c\ub85c \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \uacfc\uac70 \ub370\uc774\ud130\uc640 \uc2e4\uc2dc\uac04 \uc815\ubcf4\ub97c \ubd84\uc11d\ud558\uc5ec \uac00\uc7a5 \uc720\ub9dd\ud55c \uc5f0\uad6c \ubc29\ubc95\uc744 \uc120\ud0dd\ud558\uac70\ub098 \uc2e4\ud5d8 \ub9e4\uac1c\ubcc0\uc218\ub97c \ucd5c\uc801\ud654\ud558\uac70\ub098 \uacfc\ud559 \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \uc7a0\uc7ac\uc801\uc778 \uc704\ud5d8\uc774\ub098 \ubb38\uc81c\ub97c \ud30c\uc545\ud558\ub294 \ub4f1\uc758 \uc758\uc0ac\uacb0\uc815 \uacfc\uc815\uc744 \uc9c0\uc6d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uacfc\ud559\uc790\ub4e4\uc740 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uc815\uc744 \ub0b4\ub9ac\uace0 \uc131\uacf5\uc801\uc778 \uacb0\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\ub294 \uac00\ub2a5\uc131\uc744 \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p><strong>\uacfc\ud559\uc801 \ubc1c\uacac \uac00\uc18d\ud654:<\/strong> \uba38\uc2e0\ub7ec\ub2dd\uc740 \uc5f0\uad6c\uc790\ub4e4\uc774 \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c \ud0d0\uc0c9\ud558\uace0, \uac00\uc124\uc744 \uc138\uc6b0\uace0, \uc774\ub860\uc744 \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc73c\ub85c \uac80\uc99d\ud560 \uc218 \uc788\uac8c \ud568\uc73c\ub85c\uc368 \uacfc\ud559\uc801 \ubc1c\uacac\uc744 \uac00\uc18d\ud654\ud569\ub2c8\ub2e4. \uacfc\ud559\uc790\ub4e4\uc740 \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\uc5ec \uc0c8\ub85c\uc6b4 \uc5f0\uacb0\uace0\ub9ac\ub97c \ub9cc\ub4e4\uace0, \uc0c8\ub85c\uc6b4 \uc778\uc0ac\uc774\ud2b8\ub97c \ubc1c\uacac\ud558\uace0, \uac04\uacfc\ud560 \uc218 \uc788\uc5c8\ub358 \uc5f0\uad6c \ubc29\ud5a5\uc744 \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ub2e4\uc591\ud55c \uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c \ub3cc\ud30c\uad6c\ub97c \ub9c8\ub828\ud558\uace0 \ud601\uc2e0\uc744 \ucd09\uc9c4\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-communicate-science-visually-with-the-power-of-the-best-and-free-infographic-maker\"><strong>\ucd5c\uace0\uc758 \ubb34\ub8cc \uc778\ud3ec\uadf8\ub798\ud53d \uba54\uc774\ucee4\ub85c \uacfc\ud559\uc744 \uc2dc\uac01\uc801\uc73c\ub85c \uc804\ub2ec\ud558\uc138\uc694.<\/strong><\/h2>\n\n\n\n<p><a href=\"https:\/\/mindthegraph.com\/?utm_source=blog&amp;utm_medium=content\" target=\"_blank\" rel=\"noreferrer noopener\">Mind the Graph<\/a> \ud50c\ub7ab\ud3fc\uc740 \uacfc\ud559\uc790\ub4e4\uc774 \uc790\uc2e0\uc758 \uc5f0\uad6c\ub97c \uc2dc\uac01\uc801\uc73c\ub85c \ud6a8\uacfc\uc801\uc73c\ub85c \uc804\ub2ec\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc8fc\ub294 \uadc0\uc911\ud55c \ub9ac\uc18c\uc2a4\uc785\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ucd5c\uace0\uc758 \ubb34\ub8cc \uc778\ud3ec\uadf8\ub798\ud53d \uba54\uc774\ucee4\uc758 \uac15\ub825\ud55c \uae30\ub2a5\uc744 \ud1b5\ud574 \uacfc\ud559\uc790\ub4e4\uc774 \ubcf5\uc7a1\ud55c \uacfc\ud559 \uac1c\ub150\uacfc \ub370\uc774\ud130\ub97c \uc2dc\uac01\uc801\uc73c\ub85c \ubb18\uc0ac\ud558\ub294 \ub9e4\ub825\uc801\uc774\uace0 \uc720\uc775\ud55c \uc778\ud3ec\uadf8\ub798\ud53d\uc744 \ub9cc\ub4e4 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. \uc5f0\uad6c \uacb0\uacfc\ub97c \ubc1c\ud45c\ud558\ub4e0, \uacfc\ud559\uc801 \uacfc\uc815\uc744 \uc124\uba85\ud558\ub4e0, \ub370\uc774\ud130 \ucd94\uc138\ub97c \uc2dc\uac01\ud654\ud558\ub4e0, Mind the Graph \ud50c\ub7ab\ud3fc\uc740 \uacfc\ud559\uc790\ub4e4\uc774 \uc790\uc2e0\uc758 \uacfc\ud559\uc744 \uba85\ud655\ud558\uace0 \uc124\ub4dd\ub825 \uc788\uac8c \uc2dc\uac01\uc801\uc73c\ub85c \uc804\ub2ec\ud560 \uc218 \uc788\ub294 \uc218\ub2e8\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc9c0\uae08 \ubb34\ub8cc\ub85c \uac00\uc785\ud558\uace0 \ub514\uc790\uc778\uc744 \ub9cc\ub4e4\uc5b4 \ubcf4\uc138\uc694.<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/mindthegraph.com\/?utm_source=blog&amp;utm_medium=content\"><img decoding=\"async\" loading=\"lazy\" width=\"648\" height=\"535\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2022\/11\/beautiful-poster-templates.png\" alt=\"\uc544\ub984\ub2e4\uc6b4 \ud3ec\uc2a4\ud130 \ud15c\ud50c\ub9bf\" class=\"wp-image-25482\" srcset=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2022\/11\/beautiful-poster-templates.png 648w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2022\/11\/beautiful-poster-templates-300x248.png 300w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2022\/11\/beautiful-poster-templates-15x12.png 15w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2022\/11\/beautiful-poster-templates-100x83.png 100w\" sizes=\"(max-width: 648px) 100vw, 648px\" \/><\/a><\/figure><\/div>\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"is-layout-flex wp-block-buttons\">\n<div class=\"wp-block-button aligncenter\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/mindthegraph.com\/?utm_source=blog&amp;utm_medium=content\" style=\"border-radius:50px;background-color:#dc1866\" target=\"_blank\" rel=\"noreferrer noopener\">Mind the Graph\ub85c \uc81c\uc791 \uc2dc\uc791\ud558\uae30<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:44px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>","protected":false},"excerpt":{"rendered":"<p>\uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c \uba38\uc2e0 \ub7ec\ub2dd\uc758 \ud68d\uae30\uc801\uc778 \ud601\uc2e0\uacfc \ub2e4\uc591\ud55c \uc751\uc6a9 \ubd84\uc57c, \uadf8\ub9ac\uace0 \ub9e4\ub825\uc801\uc778 \uc9c0\ud3c9\uc744 \uc5f4\uc5b4\uac00\uace0 \uc788\ub294 \uba38\uc2e0 \ub7ec\ub2dd\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uc138\uc694.<\/p>","protected":false},"author":35,"featured_media":50232,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[959,28],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Unveiling the Influence of Machine Learning in Science<\/title>\n<meta name=\"description\" content=\"Delve into the groundbreaking innovations, diverse applications, and compelling frontiers of machine learning in science.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mindthegraph.com\/blog\/ko\/machine-learning-in-science\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Unveiling the Influence of Machine Learning in Science\" \/>\n<meta property=\"og:description\" content=\"Delve into the groundbreaking innovations, diverse applications, and compelling frontiers of machine learning in science.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mindthegraph.com\/blog\/ko\/machine-learning-in-science\/\" \/>\n<meta property=\"og:site_name\" content=\"Mind the Graph Blog\" \/>\n<meta property=\"article:published_time\" content=\"2024-02-06T19:12:40+00:00\" \/>\n<meta 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