{"id":5096,"date":"2023-04-03T16:37:50","date_gmt":"2023-04-03T16:37:50","guid":{"rendered":"http:\/\/skimai.com\/?p=5096"},"modified":"2024-06-11T20:05:38","modified_gmt":"2024-06-12T01:05:38","slug":"%eb%94%a5%eb%9f%ac%eb%8b%9d%ec%9d%b4%eb%9e%80","status":"publish","type":"post","link":"https:\/\/skimai.com\/ko\/what-is-deep-learning\/","title":{"rendered":"\ub525\ub7ec\ub2dd\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\ubaa9\ucc28<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\ubaa9\ucc28 \ud1a0\uae00\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\ud1a0\uae00<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/skimai.com\/ko\/what-is-deep-learning\/#What_is_Deep_Learning\" >\ub525\ub7ec\ub2dd\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/skimai.com\/ko\/what-is-deep-learning\/#The_Building_Blocks_of_Deep_Learning\" >\ub525\ub7ec\ub2dd\uc758 \uad6c\uc131 \uc694\uc18c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/skimai.com\/ko\/what-is-deep-learning\/#The_Different_Types_of_Learning_Architectures\" >\ub2e4\uc591\ud55c \uc720\ud615\uc758 \ud559\uc2b5 \uc544\ud0a4\ud14d\ucc98<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/skimai.com\/ko\/what-is-deep-learning\/#Convolutional_Neural_Networks_CNNs\" >\ucee8\ubcfc\ub8e8\uc158 \uc2e0\uacbd\ub9dd(CNN)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/skimai.com\/ko\/what-is-deep-learning\/#Recurrent_Neural_Networks_RNNs\" >\uc21c\ud658 \uc2e0\uacbd\ub9dd(RNN)<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/skimai.com\/ko\/what-is-deep-learning\/#Challenges_of_Deep_Learning\" >\ub525\ub7ec\ub2dd\uc758 \uacfc\uc81c<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/skimai.com\/ko\/what-is-deep-learning\/#Interpretability_and_Explainability\" >\ud574\uc11d \uac00\ub2a5\uc131 \ubc0f \uc124\uba85 \uac00\ub2a5\uc131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/skimai.com\/ko\/what-is-deep-learning\/#Data_and_Computational_Requirements_for_Deep_Learning\" >\ub525 \ub7ec\ub2dd\uc744 \uc704\ud55c \ub370\uc774\ud130 \ubc0f \ucef4\ud4e8\ud305 \uc694\uad6c \uc0ac\ud56d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/skimai.com\/ko\/what-is-deep-learning\/#Robustness_and_Security\" >\uacac\uace0\uc131 \ubc0f \ubcf4\uc548<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/skimai.com\/ko\/what-is-deep-learning\/#Applications_of_Deep_Learning\" >\ub525\ub7ec\ub2dd\uc758 \uc751\uc6a9 \ubd84\uc57c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/skimai.com\/ko\/what-is-deep-learning\/#Revolutionizing_Industries_and_Applications\" >\uc0b0\uc5c5 \ubc0f \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud601\uc2e0<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h1><span class=\"ez-toc-section\" id=\"What_is_Deep_Learning\"><\/span>\ub525\ub7ec\ub2dd\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p>\ub525 \ub7ec\ub2dd\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694? \ub525\ub7ec\ub2dd(DL)\uc740 \uc8fc\ub85c \uc778\uac04\uc758 \ub450\ub1cc\uac00 \uc815\ubcf4\ub97c \ud559\uc2b5\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \ub2a5\ub825\uc744 \ubaa8\ubc29\ud558\ub294 \ub370 \ucd08\uc810\uc744 \ub9de\ucd98 \uba38\uc2e0\ub7ec\ub2dd(ML)\uc758 \ud558\uc704 \uc9d1\ud569\uc785\ub2c8\ub2e4. \ube60\ub974\uac8c \uc9c4\ud654\ud558\ub294 \uc778\uacf5\uc9c0\ub2a5(AI) \uc138\uacc4\uc5d0\uc11c \ub525\ub7ec\ub2dd\uc740 \ud5ec\uc2a4\ucf00\uc5b4\ubd80\ud130 \uc790\uc728 \uc8fc\ud589 \uc790\ub3d9\ucc28\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uac70\uc758 \ubaa8\ub4e0 \ubd84\uc57c\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \ud68d\uae30\uc801\uc778 \uae30\uc220\ub85c \ubd80\uc0c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n<p>\uc774\ub7ec\ud55c \ud559\uc2b5 \ubc0f \uc815\ubcf4 \ucc98\ub9ac \ub2a5\ub825\uc744 \ub2ec\uc131\ud558\uae30 \uc704\ud574 \ub525\ub7ec\ub2dd\uc740 \uc778\uacf5 \uc2e0\uacbd\ub9dd(ANN)\uc774\ub77c\uace0 \ud558\ub294 \uc0c1\ud638 \uc5f0\uacb0\ub41c \ub274\ub7f0\uc758 \ubcf5\uc7a1\ud55c \uc6f9\uc5d0 \uc758\uc874\ud569\ub2c8\ub2e4. \ub525 \ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uc790\ub3d9\uc73c\ub85c \uc801\uc751\ud558\uace0 \uac1c\uc120\ud558\ub294 ANN\uc758 \ub2a5\ub825\uc744 \ud65c\uc6a9\ud558\uc5ec \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \ubc1c\uacac\ud558\uace0 \uc758\ubbf8 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \ucd94\ucd9c\ud558\uba70 \ub180\ub77c\uc6b4 \uc815\ud655\ub3c4\ub85c \uc608\uce21\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n<p>*\ub525 \ub7ec\ub2dd\uc5d0 \ub300\ud55c \uc774 \ube14\ub85c\uadf8\ub97c \uc77d\uae30 \uc804\uc5d0 AI\uc640 ML\uc5d0 \ub300\ud55c \uc124\uba85\uc744 \ud655\uc778\ud558\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4. <\/p>\n<h2><span class=\"ez-toc-section\" id=\"The_Building_Blocks_of_Deep_Learning\"><\/span>\ub525\ub7ec\ub2dd\uc758 \uad6c\uc131 \uc694\uc18c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\ub525\ub7ec\ub2dd\uc758 \uae30\ucd08\ub294 \uc778\uac04 \ub450\ub1cc\uc758 \uad6c\uc870\uc640 \uae30\ub2a5\uc5d0\uc11c \uc601\uac10\uc744 \uc5bb\uc740 \uc778\uacf5\uc2e0\uacbd\ub9dd(ANN) \uac1c\ub150\uc5d0 \uae30\ubc18\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. ANN\uc740 \uc11c\ub85c \uc5f0\uacb0\ub41c \ub2e4\uc591\ud55c \uacc4\uce35\uc758 \ub178\ub4dc \ub610\ub294 \ub274\ub7f0\uc73c\ub85c \uad6c\uc131\ub418\uba70, \uac01 \ub274\ub7f0\uc740 \uc815\ubcf4\ub97c \ucc98\ub9ac\ud558\uc5ec \ub2e4\uc74c \uacc4\uce35\uc73c\ub85c \uc804\ub2ec\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub808\uc774\uc5b4\ub294 \ub274\ub7f0 \uac04\uc758 \uc5f0\uacb0 \uac00\uc911\uce58\ub97c \uc870\uc815\ud558\uc5ec \ud559\uc2b5\ud558\uace0 \uc801\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n<p>\uc778\uacf5 \uc2e0\uacbd\ub9dd\uc5d0\ub294 \uc778\uacf5 \ub274\ub7f0\uc774 \uc788\uc73c\uba70, \uac01 \ub274\ub7f0\uc740 \uc815\ubcf4\ub97c \ucc98\ub9ac\ud558\uae30 \uc804\uc5d0 \ub2e4\ub978 \ub274\ub7f0\uc73c\ub85c\ubd80\ud130 \uc785\ub825\uc744 \ubc1b\uc544 \uc5f0\uacb0\ub41c \ub274\ub7f0\uc73c\ub85c \ucd9c\ub825\uc744 \ubcf4\ub0c5\ub2c8\ub2e4. \ub274\ub7f0 \uac04\uc758 \uc774\ub7ec\ud55c \uc5f0\uacb0 \uac15\ub3c4\ub97c \uac00\uc911\uce58\ub77c\uace0 \ud558\uba70, \uac00\uc911\uce58\uc5d0 \ub530\ub77c \uc804\uccb4 \uacc4\uc0b0\uc5d0\uc11c \uac01 \uc785\ub825\uc758 \uc911\uc694\ub3c4\uac00 \uacb0\uc815\ub429\ub2c8\ub2e4. <\/p>\n<p><img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2023\/04\/230330-ANNs-01-scaled.jpg\" alt=\"\"><\/p>\n<p>ANN\uc740 \ubcf4\ud1b5 \uc138 \uac00\uc9c0 \uc8fc\uc694 \uacc4\uce35\uc73c\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4: <\/p>\n<ol>\n<li>\n<p>\uc785\ub825 \ub808\uc774\uc5b4: \uc785\ub825 \ub808\uc774\uc5b4\ub294 \uc6d0\uc2dc \ub370\uc774\ud130\ub97c \uc218\uc2e0\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\ud788\ub4e0 \ub808\uc774\uc5b4: \ud788\ub4e0 \ub808\uc774\uc5b4\ub294 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uace0 \ubcf5\uc7a1\ud55c \ubcc0\ud658\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. <\/p>\n<\/li>\n<li>\n<p>\ucd9c\ub825 \ub808\uc774\uc5b4: \ucd9c\ub825 \ub808\uc774\uc5b4\ub294 \ucd5c\uc885 \uacb0\uacfc\ubb3c\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. <\/p>\n<\/li>\n<\/ol>\n<p>ANN\uc758 \ub610 \ub2e4\ub978 \uc911\uc694\ud55c \uad6c\uc131 \uc694\uc18c\ub294 \uc218\uc2e0\ub41c \uc785\ub825\uc5d0 \ub530\ub77c \uac01 \ub274\ub7f0\uc758 \ucd9c\ub825\uc744 \uacb0\uc815\ud558\ub294 \ud65c\uc131\ud654 \ud568\uc218\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud568\uc218\ub294 \ub124\ud2b8\uc6cc\ud06c\uc5d0 \ube44\uc120\ud615\uc131\uc744 \ub3c4\uc785\ud558\uc5ec \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0 \ubcf5\uc7a1\ud55c \uacc4\uc0b0\uc744 \uc218\ud589\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. <\/p>\n<p>\ub525\ub7ec\ub2dd\uc740 \ub124\ud2b8\uc6cc\ud06c\uac00 \uc608\uce21\uacfc \uacb0\uacfc \uc0ac\uc774\uc758 \uc624\ucc28\ub97c \ucd5c\uc18c\ud654\ud558\uae30 \uc704\ud574 \uac00\uc911\uce58\ub97c \uc870\uc815\ud558\ub294 \ud559\uc2b5 \uacfc\uc815\uc744 \ud1b5\ud574 \uc774\ub8e8\uc5b4\uc9d1\ub2c8\ub2e4. \uc774 \ud559\uc2b5 \uacfc\uc815\uc5d0\ub294 \uc885\uc885 \ub124\ud2b8\uc6cc\ud06c\uc758 \ucd9c\ub825\uacfc \uc2e4\uc81c \uac12 \uc0ac\uc774\uc758 \ucc28\uc774\ub97c \uc815\ub7c9\ud654\ud558\ub294 \uc190\uc2e4 \ud568\uc218\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. <\/p>\n<h2><span class=\"ez-toc-section\" id=\"The_Different_Types_of_Learning_Architectures\"><\/span>\ub2e4\uc591\ud55c \uc720\ud615\uc758 \ud559\uc2b5 \uc544\ud0a4\ud14d\ucc98<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\uadf8\ub807\uae34 \ud558\uc9c0\ub9cc \ub525\ub7ec\ub2dd\uc740 \ud558\ub098\uc758 \ud559\uc2b5 \uc544\ud0a4\ud14d\ucc98\ub97c \ub530\ub974\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ub2e4\uc591\ud55c \ubb38\uc81c\uc5d0 \uc0ac\uc6a9\ub418\ub294 \uba87 \uac00\uc9c0 \uc8fc\uc694 \uc720\ud615\uc758 \uc544\ud0a4\ud14d\ucc98\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uac00\uc7a5 \uc77c\ubc18\uc801\uc778 \ub450 \uac00\uc9c0 \uc720\ud615\uc740 \ucee8\ubcfc\ub8e8\uc158 \uc2e0\uacbd\ub9dd(CNN)\uacfc \uc21c\ud658 \uc2e0\uacbd\ub9dd(RNN)\uc785\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ub2e4\uc74c\uacfc \uac19\uc740 \uba87 \uac00\uc9c0 \ub2e4\ub978 \uc720\ud615\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/developer.ibm.com\/articles\/cc-machine-learning-deep-learning-architectures\/\">LSTM, GRU \ubc0f \uc790\ub3d9 \uc778\ucf54\ub354<\/a>. <\/p>\n<h3><span class=\"ez-toc-section\" id=\"Convolutional_Neural_Networks_CNNs\"><\/span>\ucee8\ubcfc\ub8e8\uc158 \uc2e0\uacbd\ub9dd(CNN)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>CNN\uc740 \ucef4\ud4e8\ud130 \ube44\uc804\uacfc \uc774\ubbf8\uc9c0 \uc778\uc2dd \uc791\uc5c5\uc5d0\uc11c \uc911\ucd94\uc801\uc778 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. CNN\uc774 \ub4f1\uc7a5\ud558\uae30 \uc804\uc5d0\ub294 \uc774\ubbf8\uc9c0\uc5d0\uc11c \uac1d\uccb4\ub97c \uc2dd\ubcc4\ud558\uae30 \uc704\ud574 \ud798\ub4e4\uace0 \uc2dc\uac04\uc774 \ub9ce\uc774 \uc18c\uc694\ub418\ub294 \ud2b9\uc9d5 \ucd94\ucd9c \uae30\uc220\uc774 \ud544\uc694\ud588\uc2b5\ub2c8\ub2e4. \uc774\ubbf8\uc9c0 \uc778\uc2dd\uc758 \ub9e5\ub77d\uc5d0\uc11c CNN\uc758 \uc8fc\uc694 \uae30\ub2a5\uc740 \uc815\ud655\ud55c \uc608\uce21\uc744 \uc704\ud574 \ud544\uc218\uc801\uc778 \ud2b9\uc9d5\uc744 \ubcf4\uc874\ud558\uba74\uc11c \uc774\ubbf8\uc9c0\ub97c \ubcf4\ub2e4 \uad00\ub9ac\ud558\uae30 \uc26c\uc6b4 \ud615\ud0dc\ub85c \ubcc0\ud658\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>CNN\uc740 \uc774\ubbf8\uc9c0, \uc624\ub514\uc624 \uc2e0\ud638 \ub610\ub294 \uc74c\uc131 \uc785\ub825\uc5d0 \ub300\ud55c \ud0c1\uc6d4\ud55c \uc131\ub2a5\uc73c\ub85c \uc778\ud574 \ub2e4\ub978 \uc2e0\uacbd\ub9dd\ubcf4\ub2e4 \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubc1c\ud718\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. <\/p>\n<p>\uc774\ub4e4\uc740 \uc138 \uac00\uc9c0 \uc8fc\uc694 \uc720\ud615\uc758 \ub808\uc774\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc791\uc5c5\uc744 \uc218\ud589\ud569\ub2c8\ub2e4:<\/p>\n<ol>\n<li>\n<p><strong>\ucee8\ubcfc\ub8e8\uc158 \ub808\uc774\uc5b4<\/strong>: \ud53d\uc140 \ub0b4\uc758 \ud2b9\uc9d5\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ud480\ub9c1 \ub808\uc774\uc5b4<\/strong>: \ucd94\uac00 \ucc98\ub9ac\ub97c \uc704\ud55c \ucd94\uc0c1\ud654 \uae30\ub2a5.<\/p>\n<\/li>\n<li>\n<p><strong>\uc644\uc804 \uc5f0\uacb0(FC) \uacc4\uce35<\/strong>: \ud68d\ub4dd\ud55c \ud2b9\uc9d5\uc744 \uc608\uce21\uc5d0 \ud65c\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<p>\ucee8\ubcfc\ub8e8\uc158 \ub808\uc774\uc5b4\ub294 \ub300\ubd80\ubd84\uc758 \uc5f0\uc0b0\uc774 \uc774\ub8e8\uc5b4\uc9c0\ub294 CNN\uc758 \uac00\uc7a5 \uae30\ubcf8\uc801\uc778 \uad6c\uc131 \uc694\uc18c\uc785\ub2c8\ub2e4. \uc774 \uacc4\uce35\uc740 \uc785\ub825 \ub370\uc774\ud130, \ud544\ud130, \ud2b9\uc9d5 \ub9f5\uc73c\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. \ucee8\ubcfc\ub8e8\uc158 \ub808\uc774\uc5b4\ub294 \ud480\ub9c1 \ub808\uc774\uc5b4\ub85c \uacb0\uacfc\ub97c \ubcf4\ub0b4\uae30 \uc804\uc5d0 \uc785\ub825\uc5d0 \ub300\ud574 \ucee8\ubcfc\ub8e8\uc158 \uc5f0\uc0b0\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. <\/p>\n<p>\uc774\ubbf8\uc9c0 \uc778\uc2dd \uc791\uc5c5\uc5d0\uc11c \uc774 \ucee8\ubcfc\ub8e8\uc158\uc740 \uc218\uc6a9 \ud544\ub4dc \ub0b4\uc758 \ubaa8\ub4e0 \ud53d\uc140\uc744 \ub2e8\uc77c \uac12\uc73c\ub85c \uc555\ucd95\ud569\ub2c8\ub2e4. \uac04\ub2e8\ud788 \ub9d0\ud574, \uc774\ubbf8\uc9c0\uc5d0 \ucee8\ubcfc\ub8e8\uc158\uc744 \uc801\uc6a9\ud558\uba74 \uc774\ubbf8\uc9c0\uc758 \ud06c\uae30\uac00 \uc904\uc5b4\ub4e4\uace0 \ud544\ub4dc \ub0b4\uc758 \ubaa8\ub4e0 \uc815\ubcf4\uac00 \ub2e8\uc77c \ud53d\uc140\ub85c \uacb0\ud569\ub429\ub2c8\ub2e4. \uc218\ud3c9 \ubc0f \ub300\uac01\uc120 \uac00\uc7a5\uc790\ub9ac\uc640 \uac19\uc740 \uae30\ubcf8 \ud2b9\uc9d5\uc774 \ucee8\ubcfc\ub8e8\uc158 \ub808\uc774\uc5b4\uc5d0\uc11c \ucd94\ucd9c\ub429\ub2c8\ub2e4. \ucee8\ubcfc\ub8e8\uc158 \ub808\uc774\uc5b4\uc5d0\uc11c \uc0dd\uc131\ub41c \uacb0\uacfc\ubb3c\uc744 \ud2b9\uc9d5 \ub9f5\uc774\ub77c\uace0 \ud569\ub2c8\ub2e4.<\/p>\n<p>\ud480\ub9c1 \ub808\uc774\uc5b4\uc758 \uc8fc\uc694 \ubaa9\uc801\uc740 \ud53c\ucc98 \ub9f5\uc758 \ud06c\uae30\ub97c \uc904\uc5ec \ub808\uc774\uc5b4 \uac04\uc758 \uacc4\uc0b0\uacfc \uc5f0\uacb0\uc744 \uc904\uc774\ub294 \uac83\uc785\ub2c8\ub2e4. <\/p>\n<p>CNN\uc758 \uc138 \ubc88\uc9f8 \ub808\uc774\uc5b4\ub294 FC \ub808\uc774\uc5b4\ub85c, \ub450 \uac1c\uc758 \uc11c\ub85c \ub2e4\ub978 \ub808\uc774\uc5b4 \uc0ac\uc774\uc5d0 \ub274\ub7f0\uc744 \uc5f0\uacb0\ud569\ub2c8\ub2e4. \uc885\uc885 \ucd9c\ub825 \ub808\uc774\uc5b4 \uc55e\uc5d0 \uc704\uce58\ud558\uba70, \uc774\uc804 \ub808\uc774\uc5b4\uc758 \uc785\ub825 \uc774\ubbf8\uc9c0\uac00 \ud3c9\ud0c4\ud654\ub429\ub2c8\ub2e4. \ud3c9\ud0c4\ud654\ub41c \uc774\ubbf8\uc9c0\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uc218\ud559\uc801 \ud568\uc218\uac00 \ubd84\ub958 \ud504\ub85c\uc138\uc2a4\ub97c \uc2dc\uc791\ud558\ub294 \ucd94\uac00 FC \ub808\uc774\uc5b4\ub97c \ud1b5\uacfc\ud569\ub2c8\ub2e4.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Recurrent_Neural_Networks_RNNs\"><\/span>\uc21c\ud658 \uc2e0\uacbd\ub9dd(RNN)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\uc21c\ud658 \uc2e0\uacbd\ub9dd(RNN)\uc740 \uac00\uc7a5 \ucd5c\uadfc\uc5d0 \uac1c\ubc1c\ub41c \uc54c\uace0\ub9ac\uc998 \uc911 \ud558\ub098\ub85c, Siri \ubc0f Google\uc758 \uc74c\uc131 \uac80\uc0c9\uacfc \uac19\uc774 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \uae30\uc220\uc5d0 \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n<p>RNN\uc740 \ub0b4\ubd80 \uba54\ubaa8\ub9ac\ub97c \ud1b5\ud574 \uc785\ub825\uc744 \uc720\uc9c0\ud560 \uc218 \uc788\ub294 \ucd5c\ucd08\uc758 \uc54c\uace0\ub9ac\uc998\uc73c\ub85c, \uc74c\uc131, \ud14d\uc2a4\ud2b8, \uae08\uc735 \ub370\uc774\ud130, \uc624\ub514\uc624 \ub4f1\uacfc \uac19\uc740 \uc21c\ucc28\uc801 \ub370\uc774\ud130\uc640 \uad00\ub828\ub41c \uba38\uc2e0 \ub7ec\ub2dd \ubb38\uc81c\uc5d0 \uc720\uc6a9\ud569\ub2c8\ub2e4. RNN\uc758 \uace0\uc720\ud55c \uc544\ud0a4\ud14d\ucc98\ub97c \ud1b5\ud574 \uc2dc\ud000\uc2a4 \ub0b4\uc758 \uc885\uc18d\uc131\uacfc \ud328\ud134\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ud3ec\ucc29\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ubcf4\ub2e4 \uc815\ud655\ud55c \uc608\uce21\uacfc \uc804\ubc18\uc801\uc778 \uc131\ub2a5 \ud5a5\uc0c1\uc744 \uae30\ub300\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>RNN\uc758 \ud2b9\uc9d5\uc740 \ub0b4\ubd80 \uba54\ubaa8\ub9ac\ub85c \uc791\ub3d9\ud558\ub294 \uc228\uaca8\uc9c4 \uc0c1\ud0dc\ub97c \uc720\uc9c0\ud558\uc5ec \uc774\uc804 \uc2dc\uac04 \ub2e8\uacc4\uc758 \uc815\ubcf4\ub97c \uae30\uc5b5\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uba54\ubaa8\ub9ac \uae30\ub2a5\uc744 \ud1b5\ud574 RNN\uc740 \uc785\ub825 \uc2dc\ud000\uc2a4 \ub0b4\uc5d0\uc11c \uc7a5\uac70\ub9ac \uc885\uc18d\uc131\uc744 \ud559\uc2b5\ud558\uace0 \ud65c\uc6a9\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \uc2dc\uacc4\uc5f4 \ubd84\uc11d, NLP, \uc74c\uc131 \uc778\uc2dd\uacfc \uac19\uc740 \uc791\uc5c5\uc5d0 \ud2b9\ud788 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/p>\n<p>RNN\uc758 \uad6c\uc870\ub294 \uc77c\ub828\uc758 \uc0c1\ud638 \uc5f0\uacb0\ub41c \ub808\uc774\uc5b4\ub85c \uad6c\uc131\ub418\uba70, \uac01 \ub808\uc774\uc5b4\ub294 \uc785\ub825 \uc2dc\ud000\uc2a4\uc758 \ud55c \uc2dc\uac04 \ub2e8\uacc4 \ucc98\ub9ac\ub97c \ub2f4\ub2f9\ud569\ub2c8\ub2e4. \uac01 \uc2dc\uac04 \ub2e8\uacc4\uc758 \uc785\ub825\uc740 \ud604\uc7ac \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\uc640 \uc774\uc804 \uc2dc\uac04 \ub2e8\uacc4\uc758 \uc228\uaca8\uc9c4 \uc0c1\ud0dc\uc758 \uc870\ud569\uc785\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \uc774 \uc815\ubcf4\ub294 RNN \uacc4\uce35\uc5d0\uc11c \ucc98\ub9ac\ub418\uc5b4 \uc228\uaca8\uc9c4 \uc0c1\ud0dc\ub97c \uc5c5\ub370\uc774\ud2b8\ud558\uace0 \ucd9c\ub825\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc228\uaca8\uc9c4 \uc0c1\ud0dc\ub294 \uba54\ubaa8\ub9ac \uc5ed\ud560\uc744 \ud558\uba70 \uc774\uc804 \uc2dc\uac04 \ub2e8\uacc4\uc758 \uc815\ubcf4\ub97c \uc804\ub2ec\ud558\uc5ec \ud5a5\ud6c4 \ucc98\ub9ac\uc5d0 \uc601\ud5a5\uc744 \uc90d\ub2c8\ub2e4.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Challenges_of_Deep_Learning\"><\/span>\ub525\ub7ec\ub2dd\uc758 \uacfc\uc81c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\ub525\ub7ec\ub2dd\uc758 \uad04\ubaa9\ud560 \ub9cc\ud55c \uc131\uacf5\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0, \uc774 \ubd84\uc57c\ub97c \ubc1c\uc804\uc2dc\ud0a4\uace0 \uc774\ub7ec\ud55c \uae30\uc220\uc744 \ucc45\uc784\uac10 \uc788\uac8c \ubc30\ud3ec\ud558\uae30 \uc704\ud574 \uc55e\uc73c\ub85c \ub354 \uc5f0\uad6c\ud574\uc57c \ud560 \uba87 \uac00\uc9c0 \uacfc\uc81c\uc640 \uc601\uc5ed\uc774 \ub0a8\uc544 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Interpretability_and_Explainability\"><\/span>\ud574\uc11d \uac00\ub2a5\uc131 \ubc0f \uc124\uba85 \uac00\ub2a5\uc131<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\ub525\ub7ec\ub2dd \ubaa8\ub378\uc758 \uc8fc\uc694 \ud55c\uacc4 \uc911 \ud558\ub098\ub294 \ub0b4\ubd80 \uc791\ub3d9\uc758 \ubd88\ud22c\uba85\uc131\uacfc \ubcf5\uc7a1\uc131\uc744 \uc758\ubbf8\ud558\ub294 \ube14\ub799\ubc15\uc2a4 \ud2b9\uc131\uc785\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \uc2e4\ubb34\uc790, \uc0ac\uc6a9\uc790, \uaddc\uc81c \ub2f9\uad6d\uc740 \uc608\uce21\uacfc \uacb0\uc815\uc758 \uadfc\uac70\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\uae30\uac00 \uc5b4\ub835\uc2b5\ub2c8\ub2e4. <a href=\"http:\/\/skimai.com\/ko\/%eb%b8%94%eb%a1%9c%ea%b7%b8-ai%eb%a5%bc-%ec%84%a4%eb%aa%85-%ea%b0%80%eb%8a%a5%ed%95%98%ea%b2%8c-%eb%a7%8c%eb%93%9c%eb%8a%94-%ec%9d%b4%ec%9c%a0\/\">\uae30\uc220 \uac1c\ubc1c<\/a> \ub97c \uc0ac\uc6a9\ud558\uc5ec \ud574\uc11d \uac00\ub2a5\uc131\uc744 \ub192\uc774\uace0 <a href=\"http:\/\/skimai.com\/ko\/%eb%b8%94%eb%a1%9c%ea%b7%b8-%ec%84%a4%eb%aa%85-%ea%b0%80%eb%8a%a5%ed%95%9c-ai%eb%9e%80-%eb%ac%b4%ec%97%87%ec%9d%b8%ea%b0%80%ec%9a%94\/\">\uc124\uba85 \uac00\ub2a5\uc131<\/a> \ub294 \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc911\uc694\ud558\uba70, \uba87 \uac00\uc9c0 \uc911\uc694\ud55c \uc758\ubbf8\ub97c \ub2f4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2023\/04\/230330-Challenges-of-Deep-Learning-01-scaled.jpg\" alt=\"\"><\/p>\n<p>\ud574\uc11d \uac00\ub2a5\uc131\uacfc \uc124\uba85 \uac00\ub2a5\uc131\uc774 \ud5a5\uc0c1\ub418\uba74 \uc0ac\uc6a9\uc790\uc640 \uc774\ud574\uad00\uacc4\uc790\uac00 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc774 \uc608\uce21\uc774\ub098 \uc758\uc0ac \uacb0\uc815\uc5d0 \ub3c4\ub2ec\ud558\ub294 \uacfc\uc815\uc744 \ub354 \uc798 \uc774\ud574\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \ub525\ub7ec\ub2dd \ubaa8\ub378\uc758 \uae30\ub2a5\uacfc \uc2e0\ub8b0\uc131\uc5d0 \ub300\ud55c \uc2e0\ub8b0\ub97c \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ubbfc\uac10\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ud2b9\ud788 \uc911\uc694\ud569\ub2c8\ub2e4. <a href=\"http:\/\/skimai.com\/ko\/%eb%b8%94%eb%a1%9c%ea%b7%b8-%ec%9d%98%eb%a3%8c-%eb%b6%84%ec%95%bc%ec%97%90%ec%84%9c-%ec%84%a4%eb%aa%85-%ea%b0%80%eb%8a%a5%ed%95%9c-ai%eb%a5%bc-%ed%99%9c%ec%9a%a9%ed%95%98%eb%8a%94-%eb%b0%a9%eb%b2%95\/\">\ud5ec\uc2a4\ucf00\uc5b4<\/a>\uae08\uc735, \ud615\uc0ac \uc0ac\ubc95 \ub4f1 AI \uacb0\uc815\uc758 \uacb0\uacfc\uac00 \uac1c\uc778\uc758 \uc0b6\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\ub294 \ubd84\uc57c\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \ud574\uc11d\ud558\uace0 \uc124\uba85\ud558\ub294 \ub2a5\ub825\uc740 \uc7a0\uc7ac\uc801\uc778 \ud3b8\uacac, \uc624\ub958 \ub610\ub294 \uc758\ub3c4\ud558\uc9c0 \uc54a\uc740 \uacb0\uacfc\ub97c \uc2dd\ubcc4\ud558\uace0 \uc644\ud654\ud558\ub294 \ub370\ub3c4 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\ubb34\uc790\ub294 \ubaa8\ub378\uc758 \ub0b4\ubd80 \uc791\ub3d9\uc5d0 \ub300\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \ubaa8\ub378 \uc120\ud0dd, \ud559\uc2b5 \ubc0f \ubc30\ud3ec\uc5d0 \ub300\ud55c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc5b4 AI \uc2dc\uc2a4\ud15c\uc774 \ucc45\uc784\uac10 \uc788\uace0 \uc724\ub9ac\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub3c4\ub85d \ubcf4\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub525\ub7ec\ub2dd \ubaa8\ub378\uc758 \ub0b4\ubd80 \ud504\ub85c\uc138\uc2a4\uc5d0 \ub300\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \ud655\ubcf4\ud558\uba74 \uc2e4\ubb34\uc790\uac00 \uc131\ub2a5\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\ub294 \ubb38\uc81c\ub098 \uc624\ub958\ub97c \uc2dd\ubcc4\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\ubb34\uc790\ub294 \ubaa8\ub378\uc758 \uc608\uce21\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uc694\uc778\uc744 \uc774\ud574\ud568\uc73c\ub85c\uc368 \uc544\ud0a4\ud14d\ucc98, \ud559\uc2b5 \ub370\uc774\ud130 \ub610\ub294 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub97c \ubbf8\uc138 \uc870\uc815\ud558\uc5ec \uc804\ubc18\uc801\uc778 \uc131\ub2a5\uacfc \uc815\ud655\ub3c4\ub97c \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Data_and_Computational_Requirements_for_Deep_Learning\"><\/span>\ub525 \ub7ec\ub2dd\uc744 \uc704\ud55c \ub370\uc774\ud130 \ubc0f \ucef4\ud4e8\ud305 \uc694\uad6c \uc0ac\ud56d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\ub525\ub7ec\ub2dd\uc740 \ub180\ub78d\ub3c4\ub85d \uac15\ub825\ud558\uc9c0\ub9cc, \uc774 \uac15\ub825\ud55c \uc131\ub2a5\uc5d0\ub294 \uc0c1\ub2f9\ud55c \ub370\uc774\ud130\uc640 \uacc4\uc0b0 \uc694\uad6c \uc0ac\ud56d\uc774 \ub530\ub985\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc694\uad6c \uc0ac\ud56d\uc740 \ub54c\ub54c\ub85c \ub525\ub7ec\ub2dd\uc744 \uad6c\ud604\ud558\ub294 \ub370 \uc5b4\ub824\uc6c0\uc744 \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n<p><img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2023\/04\/230330-Challenges-of-Deep-Learning-02-scaled.jpg\" alt=\"\"><\/p>\n<p>\ub525\ub7ec\ub2dd\uc758 \uc8fc\uc694 \uacfc\uc81c \uc911 \ud558\ub098\ub294 \ub300\ub7c9\uc758 \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \ud559\uc2b5 \ub370\uc774\ud130\uac00 \ud544\uc694\ud558\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \ub525\ub7ec\ub2dd \ubaa8\ub378\uc740 \ud6a8\uacfc\uc801\uc73c\ub85c \ud559\uc2b5\ud558\uace0 \uc77c\ubc18\ud654\ud558\uae30 \uc704\ud574 \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\uac00 \ud544\uc694\ud55c \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \uc6d0\uc2dc \ub370\uc774\ud130\uc5d0\uc11c \uc790\ub3d9\uc73c\ub85c \uae30\ub2a5\uc744 \ucd94\ucd9c\ud558\uace0 \ud559\uc2b5\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \ub354 \ub9ce\uc740 \ub370\uc774\ud130\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc744\uc218\ub85d \ubcf5\uc7a1\ud55c \ud328\ud134\uacfc \uad00\uacc4\ub97c \ub354 \uc798 \uc2dd\ubcc4\ud558\uace0 \ud3ec\ucc29\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n<p>\ud558\uc9c0\ub9cc \uc774\ub807\uac8c \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \ub77c\ubca8\uc744 \ubd99\uc774\ub294 \uc791\uc5c5\uc740 \uc2dc\uac04\uacfc \ub178\ub3d9\ub825\uc774 \ub9ce\uc774 \ub4e4\uace0 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc758\ub8cc \uc601\uc0c1\uc774\ub098 \ud76c\uadc0 \uc5b8\uc5b4\uc640 \uac19\uc740 \ud2b9\uc218\ud55c \uc601\uc5ed\uc5d0\uc11c\ub294 \ub77c\ubca8\ub9c1\ub41c \ub370\uc774\ud130\uac00 \ubd80\uc871\ud558\uac70\ub098 \uad6c\ud558\uae30 \uc5b4\ub824\uc6b4 \uacbd\uc6b0\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc5f0\uad6c\uc790\ub4e4\uc740 \ub370\uc774\ud130 \uc99d\uac15, \uc804\uc774 \ud559\uc2b5, \ube44\uc9c0\ub3c4 \ub610\ub294 \ubc18\uc9c0\ub3c4 \ud559\uc2b5\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uae30\ubc95\uc744 \uc5f0\uad6c\ud558\uc5ec \uc81c\ud55c\ub41c \ub77c\ubca8\ub9c1 \ub370\uc774\ud130\ub85c \ubaa8\ub378 \uc131\ub2a5\uc744 \uac1c\uc120\ud558\uace0\uc790 \ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c \ub525\ub7ec\ub2dd \ubaa8\ub378\uc740 \ud559\uc2b5\uacfc \ucd94\ub860\uc5d0 \uc0c1\ub2f9\ud55c \uc5f0\uc0b0 \ub9ac\uc18c\uc2a4\ub97c \ud544\uc694\ub85c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc5d0\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ub9ce\uc740 \uc218\uc758 \ub9e4\uac1c\ubcc0\uc218\uc640 \ub808\uc774\uc5b4\uac00 \ud3ec\ud568\ub418\uba70, \ud544\uc694\ud55c \uacc4\uc0b0\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \uc218\ud589\ud558\uae30 \uc704\ud574\uc11c\ub294 \uac15\ub825\ud55c \ud558\ub4dc\uc6e8\uc5b4\uc640 GPU \ub610\ub294 TPU\uc640 \uac19\uc740 \ud2b9\uc218 \ucc98\ub9ac \uc7a5\uce58\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub525\ub7ec\ub2dd \ubaa8\ub378\uc758 \uacc4\uc0b0 \uc694\uad6c \uc0ac\ud56d\uc740 \ub9ac\uc18c\uc2a4\uac00 \uc81c\ud55c\ub41c \uc77c\ubd80 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774\ub098 \uc870\uc9c1\uc5d0\uc11c\ub294 \uc5c4\uccad\ub098\uac8c \ucee4\uc11c \ud559\uc2b5 \uc2dc\uac04\uc774 \uae38\uc5b4\uc9c0\uace0 \ube44\uc6a9\uc774 \ub192\uc544\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \uc644\ud654\ud558\uae30 \uc704\ud574 \uc5f0\uad6c\uc790\uc640 \uc2e4\ubb34\uc790\ub4e4\uc740 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \ucd5c\uc801\ud654\ud558\uace0 \ubaa8\ub378\uc758 \ud06c\uae30\uc640 \ubcf5\uc7a1\uc131\uc744 \uc904\uc774\uba74\uc11c \uc131\ub2a5\uc744 \uc720\uc9c0\ud558\uc5ec \uad81\uadf9\uc801\uc73c\ub85c \ud559\uc2b5 \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\uace0 \ub9ac\uc18c\uc2a4 \uc694\uad6c \uc0ac\ud56d\uc744 \ub0ae\ucd94\ub294 \ubc29\ubc95\uc744 \uc5f0\uad6c\ud574 \uc654\uc2b5\ub2c8\ub2e4.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Robustness_and_Security\"><\/span>\uacac\uace0\uc131 \ubc0f \ubcf4\uc548<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\ub525\ub7ec\ub2dd \ubaa8\ub378\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \uc785\uc99d\ud588\uc9c0\ub9cc, \ub2e4\uc74c\uacfc \uac19\uc740 \ubb38\uc81c\uc5d0 \uc5ec\uc804\ud788 \ucde8\uc57d\ud569\ub2c8\ub2e4. <a href=\"http:\/\/skimai.com\/ko\/%eb%b8%94%eb%a1%9c%ea%b7%b8-%ec%a0%81%eb%8c%80%ec%a0%81-ai-%ea%b3%b5%ea%b2%a9%ec%9d%b4%eb%9e%80-%eb%ac%b4%ec%97%87%ec%9d%b8%ea%b0%80%ec%9a%94\/\">\uc801\ub300\uc801 \uacf5\uaca9<\/a>. \uc774\ub7ec\ud55c \uacf5\uaca9\uc5d0\ub294 \ubaa8\ub378\uc744 \uc18d\uc5ec \uc798\ubabb\ub41c \uc608\uce21\uc774\ub098 \uacb0\uacfc\ub97c \uc0dd\uc131\ud558\ub3c4\ub85d \uc758\ub3c4\uc801\uc73c\ub85c \uc124\uacc4\ub41c \uc545\uc131 \uc785\ub825 \uc0d8\ud50c\uc744 \uc0dd\uc131\ud558\ub294 \uac83\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ucde8\uc57d\uc810\uc744 \ud574\uacb0\ud558\uace0 \uc545\uc758\uc801\uc778 \uc608\uc2dc \ubc0f \uae30\ud0c0 \uc7a0\uc7ac\uc801 \uc704\ud5d8\uc5d0 \ub300\ud574 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc758 \uacac\uace0\uc131\uacfc \ubcf4\uc548\uc744 \uac15\ud654\ud558\ub294 \uac83\uc740 AI \ucee4\ubba4\ub2c8\ud2f0\uc758 \uc911\uc694\ud55c \uacfc\uc81c\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uacf5\uaca9\uc758 \uacb0\uacfc\ub294 \ud2b9\ud788 AI \uc2dc\uc2a4\ud15c\uc758 \ubb34\uacb0\uc131\uacfc \uc2e0\ub8b0\uc131\uc774 \uac00\uc7a5 \uc911\uc694\ud55c \uc790\uc728 \uc8fc\ud589 \ucc28\ub7c9, \uc0ac\uc774\ubc84 \ubcf4\uc548, \uc758\ub8cc\uc640 \uac19\uc740 \uace0\uc704\ud5d8 \uc601\uc5ed\uc5d0\uc11c \uad11\ubc94\uc704\ud558\uac8c \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2023\/04\/230330-Challenges-of-Deep-Learning-03-scaled.jpg\" alt=\"\"><\/p>\n<p>\uc801\ub300\uc801 \uacf5\uaca9\uc740 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc774 \uc785\ub825 \ub370\uc774\ud130\uc758 \uc791\uace0 \ub208\uc5d0 \ub744\uc9c0 \uc54a\ub294 \uad50\ub780\uc5d0 \ubbfc\uac10\ud558\uac8c \ubc18\uc751\ud55c\ub2e4\ub294 \uc810\uc744 \uc545\uc6a9\ud569\ub2c8\ub2e4. \uc6d0\ubcf8 \ub370\uc774\ud130\ub97c \uc870\uae08\ub9cc \ubcc0\uacbd\ud574\ub3c4 \uc778\uac04 \uad00\ucc30\uc790\uc5d0\uac8c\ub294 \uac70\uc758 \ub3d9\uc77c\ud558\uac8c \ubcf4\uc774\ub294 \uc785\ub825 \ub370\uc774\ud130\uc784\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \uc608\uce21\uc774\ub098 \ubd84\ub958\uac00 \ud06c\uac8c \ub2ec\ub77c\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud604\uc0c1\uc740 \uacf5\uaca9\uc790\uac00 \uc785\ub825\uc744 \uc870\uc791\ud558\uc5ec \uc2dc\uc2a4\ud15c \uc131\ub2a5\uc744 \uc190\uc0c1\uc2dc\ud0ac \uc218 \uc788\ub294 \uc2e4\uc81c \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c \ub525\ub7ec\ub2dd \ubaa8\ub378\uc758 \uc548\uc815\uc131\uacfc \uc2e0\ub8b0\uc131\uc5d0 \ub300\ud55c \uc6b0\ub824\ub97c \ubd88\ub7ec\uc77c\uc73c\ud0b5\ub2c8\ub2e4.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Applications_of_Deep_Learning\"><\/span>\ub525\ub7ec\ub2dd\uc758 \uc751\uc6a9 \ubd84\uc57c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\ub525\ub7ec\ub2dd\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uadf8 \ud601\uc2e0\uc801 \uc7a0\uc7ac\ub825\uc744 \uc785\uc99d\ud588\uc2b5\ub2c8\ub2e4. \uac00\uc7a5 \uc8fc\ubaa9\ud560 \ub9cc\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\uc774\ubbf8\uc9c0 \uc778\uc2dd \ubc0f \ucef4\ud4e8\ud130 \ube44\uc804: \ub525\ub7ec\ub2dd\uc740 \uc774\ubbf8\uc9c0 \uc778\uc2dd \ubc0f \ucef4\ud4e8\ud130 \ube44\uc804 \uc791\uc5c5\uc758 \uc815\ud655\uc131\uacfc \ud6a8\uc728\uc131\uc744 \ud68d\uae30\uc801\uc73c\ub85c \uac1c\uc120\ud588\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 CNN\uc740 \uc774\ubbf8\uc9c0 \ubd84\ub958, \ubb3c\uccb4 \uac10\uc9c0, \uc138\ubd84\ud654\uc5d0\uc11c \ud0c1\uc6d4\ud55c \ub2a5\ub825\uc744 \ubc1c\ud718\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc1c\uc804\uc740 \uc5bc\uad74 \uc778\uc2dd, \uc790\uc728 \uc8fc\ud589 \ucc28\ub7c9, \uc758\ub8cc \uc774\ubbf8\uc9c0 \ubd84\uc11d\uacfc \uac19\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc704\ud55c \uae38\uc744 \uc5f4\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<li>NLP: \ub525\ub7ec\ub2dd\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0 \ud601\uba85\uc744 \uc77c\uc73c\ucf1c \ub354\uc6b1 \uc815\uad50\ud55c \uc5b8\uc5b4 \ubaa8\ub378\uacfc \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uac8c \ud588\uc2b5\ub2c8\ub2e4. \uae30\uacc4 \ubc88\uc5ed, \uac10\uc815 \ubd84\uc11d, \ud14d\uc2a4\ud2b8 \uc694\uc57d, \uc9c8\uc758\uc751\ub2f5 \uc2dc\uc2a4\ud15c\uacfc \uac19\uc740 \uc791\uc5c5\uc5d0\uc11c \ucd5c\ucca8\ub2e8 \uacb0\uacfc\ub97c \uc5bb\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \ubaa8\ub378\uc774 \uc0ac\uc6a9\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uc74c\uc131 \uc778\uc2dd \ubc0f \uc0dd\uc131: \ub525\ub7ec\ub2dd\uc740 \uc74c\uc131 \uc778\uc2dd \ubc0f \uc0dd\uc131 \ubd84\uc57c\uc5d0\uc11c\ub3c4 \uc0c1\ub2f9\ud55c \uc9c4\uc804\uc744 \uc774\ub8e8\uc5c8\uc2b5\ub2c8\ub2e4. \uc74c\uc131 \uc5b8\uc5b4\ub97c \uc11c\uba74 \ud14d\uc2a4\ud2b8\ub85c \ubcc0\ud658\ud558\ub294 \ubcf4\ub2e4 \uc815\ud655\ud558\uace0 \ud6a8\uc728\uc801\uc778 \uc790\ub3d9 \uc74c\uc131 \uc778\uc2dd(ASR) \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\ub294 \ub370 RNN\uacfc CNN\uacfc \uac19\uc740 \uae30\uc220\uc774 \uc0ac\uc6a9\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ub610\ud55c \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \ud1b5\ud574 \uace0\ud488\uc9c8 \uc74c\uc131 \ud569\uc131\uc774 \uac00\ub2a5\ud574\uc838 \ud14d\uc2a4\ud2b8\uc5d0\uc11c \uc0ac\ub78c\uacfc \uc720\uc0ac\ud55c \uc74c\uc131\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uac15\ud654 \ud559\uc2b5: \ub525\ub7ec\ub2dd\uc740 \uac15\ud654 \ud559\uc2b5\uacfc \uacb0\ud569\ud558\uc5ec \ub2e4\uc74c\uacfc \uac19\uc740 \ubc1c\uc804\uc744 \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/huggingface.co\/blog\/deep-rl-intro\">\uc2ec\uce35 \uac15\ud654 \ud559\uc2b5(DRL)<\/a> \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. DRL\uc740 \uc758\uc0ac \uacb0\uc815 \ubc0f \uc81c\uc5b4\ub97c \uc704\ud55c \ucd5c\uc801\uc758 \uc815\ucc45\uc744 \ud559\uc2b5\ud560 \uc218 \uc788\ub294 \uc5d0\uc774\uc804\ud2b8\ub97c \ud6c8\ub828\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ub85c\ubd07 \uacf5\ud559, \uae08\uc735, \uac8c\uc784 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c DRL\uc744 \uc801\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uc0dd\uc131 \ubaa8\ub378: \uc0dd\uc131\ud615 \ub525\ub7ec\ub2dd \ubaa8\ub378: \ub2e4\uc74c\uacfc \uac19\uc740 \uc0dd\uc131\ud615 \ub525\ub7ec\ub2dd \ubaa8\ub378 <a href=\"http:\/\/skimai.com\/ko\/%ec%a0%9c%eb%84%88%eb%a0%88%ec%9d%b4%ed%8b%b0%eb%b8%8c-ai%eb%9e%80\/\">\uc0dd\uc131\uc801 \uc801\ub300\uc801 \ub124\ud2b8\uc6cc\ud06c(GAN)<\/a>\ub294 \uc0ac\uc2e4\uc801\uc778 \ub370\uc774\ud130 \uc0d8\ud50c\uc744 \uc0dd\uc131\ud558\ub294 \ub370 \ub180\ub77c\uc6b4 \uc7a0\uc7ac\ub825\uc744 \ubcf4\uc5ec\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \uc774\ubbf8\uc9c0 \ud569\uc131, \uc2a4\ud0c0\uc77c \uc804\uc1a1, \ub370\uc774\ud130 \uc99d\uac15, \uc774\uc0c1 \uc9d5\ud6c4 \uac10\uc9c0 \ub4f1\uc758 \uc791\uc5c5\uc5d0 \ud65c\uc6a9\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ud5ec\uc2a4\ucf00\uc5b4: \ub525\ub7ec\ub2dd\uc740 \uc758\ub8cc \ubd84\uc57c\uc5d0\uc11c\ub3c4 \uc9c4\ub2e8, \uc2e0\uc57d \uac1c\ubc1c, \uac1c\uc778 \ub9de\ucda4 \uc758\ud559\uc5d0 \ud601\uba85\uc744 \uc77c\uc73c\ud0a4\uba70 \ud070 \uae30\uc5ec\ub97c \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc740 \uc758\ub8cc \uc774\ubbf8\uc9c0\ub97c \ubd84\uc11d\ud558\uc5ec \uc9c8\ubcd1\uc744 \uc870\uae30\uc5d0 \ubc1c\uacac\ud558\uace0, \ud658\uc790\uc758 \uacb0\uacfc\ub97c \uc608\uce21\ud558\uace0, \uc7a0\uc7ac\uc801\uc778 \uc57d\ubb3c \ud6c4\ubcf4\ub97c \uc2dd\ubcc4\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Revolutionizing_Industries_and_Applications\"><\/span>\uc0b0\uc5c5 \ubc0f \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud601\uc2e0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\ub525\ub7ec\ub2dd\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uacfc \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ud601\uc2e0\ud560 \uc218 \uc788\ub294 \uc7a0\uc7ac\ub825\uc744 \uc9c0\ub2cc \ud68d\uae30\uc801\uc778 \uae30\uc220\ub85c \ub5a0\uc624\ub974\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub525\ub7ec\ub2dd\uc758 \ud575\uc2ec\uc740 \uc778\uacf5 \uc2e0\uacbd\ub9dd\uc744 \ud65c\uc6a9\ud558\uc5ec \uc815\ubcf4\ub97c \ud559\uc2b5\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \uc778\uac04 \ub450\ub1cc\uc758 \ub2a5\ub825\uc744 \ubaa8\ubc29\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. CNN\uacfc RNN\uc740 \uc774\ubbf8\uc9c0 \uc778\uc2dd, \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc74c\uc131 \uc778\uc2dd, \ud5ec\uc2a4\ucf00\uc5b4 \ub4f1\uc758 \ubd84\uc57c\uc5d0\uc11c \uc0c1\ub2f9\ud55c \ubc1c\uc804\uc744 \uac00\ub2a5\ud558\uac8c \ud55c \ub450 \uac00\uc9c0 \ub300\ud45c\uc801\uc778 \uc544\ud0a4\ud14d\ucc98\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub525\ub7ec\ub2dd\uc740 \ucc45\uc784\uac10 \uc788\uace0 \uc724\ub9ac\uc801\uc778 \ubc30\ud3ec\ub97c \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \ud574\uacb0\ud574\uc57c \ud560 \uacfc\uc81c\uc5d0 \uc5ec\uc804\ud788 \uc9c1\uba74\ud574 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uacfc\uc81c\uc5d0\ub294 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc758 \ud574\uc11d \uac00\ub2a5\uc131 \ubc0f \uc124\uba85 \uac00\ub2a5\uc131 \uac1c\uc120, \ub370\uc774\ud130 \ubc0f \uacc4\uc0b0 \uc694\uad6c \uc0ac\ud56d \ud574\uacb0, \uc801\ub300\uc801 \uacf5\uaca9\uc5d0 \ub300\ud55c \ubaa8\ub378\uc758 \uacac\uace0\uc131 \ubc0f \ubcf4\uc548 \uac15\ud654 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc5f0\uad6c\uc790\uc640 \uc2e4\ubb34\uc790\ub4e4\uc774 \uc774\ub7ec\ud55c \uacfc\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ud601\uc2e0\uc801\uc778 \uae30\uc220\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ud0d0\uad6c\ud558\uace0 \uac1c\ubc1c\ud568\uc5d0 \ub530\ub77c \ub525\ub7ec\ub2dd \ubd84\uc57c\ub294 \uc758\uc2ec\ud560 \uc5ec\uc9c0 \uc5c6\uc774 \uacc4\uc18d \ubc1c\uc804\ud558\uc5ec \uc6b0\ub9ac\uac00 \uc0dd\ud65c\ud558\uace0 \uc77c\ud558\uba70 \uc8fc\ubcc0 \uc138\uacc4\uc640 \uc0c1\ud638 \uc791\uc6a9\ud558\ub294 \ubc29\uc2dd\uc744 \ubcc0\ud654\uc2dc\ud0ac \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uacfc \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub0b4\ub193\uc744 \uac83\uc785\ub2c8\ub2e4. \uc5c4\uccad\ub09c \uc7a0\uc7ac\ub825\uc744 \uc9c0\ub2cc \ub525 \ub7ec\ub2dd\uc740 \uc778\uacf5\uc9c0\ub2a5\uc758 \ubbf8\ub798\ub97c \ud615\uc131\ud558\uace0 \ub2e4\uc591\ud55c \uc601\uc5ed\uc5d0\uc11c \uae30\uc220 \ubc1c\uc804\uc744 \uc8fc\ub3c4\ud558\ub294 \ub370 \uc810\uc810 \ub354 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"<p>What is Deep Learning? Deep learning (DL) is a subset of machine learning (ML) that primarily focuses on mimicking the human brain\u2019s ability to learn and process information. In the rapidly evolving world of artificial intelligence (AI), deep learning has emerged as a groundbreaking technology that is impacting virtually every field, from healthcare to autonomous [&hellip;]<\/p>\n","protected":false},"author":1003,"featured_media":11704,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"single-custom-post-template.php","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[67],"tags":[104],"class_list":["post-5096","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ml-nlp","tag-deep-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What Is Deep Learning? - Skim AI<\/title>\n<meta name=\"description\" content=\"Discover the power behind AI&#039;s most transformative technology. Explore the fundamentals of deep learning and how it&#039;s changing the world.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/skimai.com\/ko\/\ub525\ub7ec\ub2dd\uc774\ub780\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What Is Deep Learning? - Skim AI\" \/>\n<meta property=\"og:description\" content=\"Discover the power behind AI&#039;s most transformative technology. 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