{"id":279,"date":"2021-01-03T17:14:20","date_gmt":"2021-01-03T08:14:20","guid":{"rendered":"http:\/\/www.kowanas.com\/tech\/?p=279"},"modified":"2021-01-03T18:15:21","modified_gmt":"2021-01-03T09:15:21","slug":"deep-learning","status":"publish","type":"post","link":"https:\/\/www.kowanas.com\/tech\/2021\/01\/03\/deep-learning\/","title":{"rendered":"Deep Learning \uc644\uc804 \uc27d\uac8c \uc774\ud574\ud558\uae30 for nonprogrammer"},"content":{"rendered":"\n<p>Deep Learning (\ub525\ub7ec\ub2dd) \uc744 Machine Learning (\uba38\uc2e0 \ub7ec\ub2dd)\uc744 \ub2e4 \uacf5\ubd80\ud558\uace0 \uc774\ud574\ud558\uba74 \uc88b\uaca0\uc9c0\ub9cc \uc5b8\uc81c \ub610 \uc774\uac78 \ub2e4 \uacf5\ubd80\ud558\uace0 \uc774\ud574\ud558\uaca0\uc2b5\ub2c8\uae4c.<\/p>\n\n\n\n<p>\uadf8\ub798\uc11c \uc55e\uc11c <a href=\"https:\/\/www.kowanas.com\/tech\/2020\/12\/31\/ai\/\">AI\uc5d0 \ub300\ud55c \uc774\ud574<\/a>\uc5d0 \ub300\ud55c \uae00\uc5d0 \uc774\uc5b4  Deep Learning\uc744 \ucd5c\ub300\ud55c \uc27d\uac8c \uc774\ud574\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uba85\ud558\ub294 \uae00\uc744 \uc791\uc131\ud574\ubd05\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uc778\uac04\uc758 \ub1cc\uc138\ud3ec\uc744 \ubcf8\ub530\uc11c \ub9cc\ub4e0 Deep Learning <\/h2>\n\n\n\n<p>Deep Learning \ud559\uc2b5\uc744 \ub3c4\uc785\ubd80\uc5d0 \ud56d\uc0c1 \ub4e3\ub294 \ub9d0\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uadfc\ub370 \uc911\uc694\ud55c \uac74 \uc81c\uac00 \uc778\uac04\uc758 \ub1cc\uc138\ud3ec\uc5d0 \ub300\ud55c \uc0dd\ubb3c\ud559\uc801 \uc9c0\uc2dd\uc774 \uc5c6\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uadf8\ub7ec\uba74\uc11c \ub9e8 \ucc98\uc74c \ubcf4\ub294\uac8c \uc2dc\ub0c5\uc2a4 \uc0ac\uc9c4\uc778\ub370 \uc800\ub294 \ub354 \uac70\ubd80\uac10\uc744 \uac00\uc84c\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc800\ud55c\ud14c\ub294 \uc774 \uc811\uadfc\uc740 \ub108\ubb34 \ucd94\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>\uadf8\ub798\uc11c \uc2dc\ub0c5\uc2a4\ub294 \uc78a\uc5b4\ubc84\ub9ac\uaca0\uc2b5\ub2c8\ub2e4.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Deep Learning Model\uc740 \uc870\uadf8 \ub2e4\uc774\uc5bc \ubc15\uc2a4<\/h2>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.kowanas.com\/tech\/wp-content\/uploads\/sites\/2\/2021\/01\/36EA59C0-0F9D-4AAE-85AB-B89466915DDF.png\" alt=\"Deep Learning \uc740 \uc870\uadf8 \ub2e4\uc774\uc5bc\uc758 \uc9d1\ud569\" class=\"wp-image-288\" width=\"480\" height=\"253\" srcset=\"https:\/\/www.kowanas.com\/tech\/wp-content\/uploads\/sites\/2\/2021\/01\/36EA59C0-0F9D-4AAE-85AB-B89466915DDF.png 480w, https:\/\/www.kowanas.com\/tech\/wp-content\/uploads\/sites\/2\/2021\/01\/36EA59C0-0F9D-4AAE-85AB-B89466915DDF-300x158.png 300w\" sizes=\"auto, (max-width: 480px) 100vw, 480px\" \/><\/figure><\/div>\n\n\n\n<p>\uc800\ub294 Deep Learning\uc744 \uc870\uadf8 \ub2e4\uc774\uc5bc \ubc15\uc2a4\ub85c \uc774\ud574\ub97c \ud558\ub2c8 \uc27d\uac8c \uc774\ud574\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc5ec\ub7ec input\uc744 \uc800 \uc870\uadf8 \ub2e4\uc774\uc5bc\uc758 \uc9d1\ud569\uc744 \ud1b5\uacfc\ud558\uba74 \uc6d0\ud558\ub294 output\uc774 \ub098\uc624\ub294 \ubc15\uc2a4\uac00 \ub525\ub7ec\ub2dd\uc73c\ub85c \ub9cc\ub4e0 Model\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc608\ub97c \ub4e4\uba74 input\uc774 0\uacfc 1\uc744 \uc81c\uacf5\ud558\uad6c\uc694.<\/p>\n\n\n\n<p>output\uc73c\ub85c XOR \ub97c \uacc4\uc0b0\ud574\ub0b4\ub294 \ubc15\uc2a4\ub97c \ub9cc\ub4e0\ub2e4\uace0 \uac00\uc815\ud574\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>x1<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>x2<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>y<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">0<\/td><td class=\"has-text-align-center\" data-align=\"center\">0<\/td><td class=\"has-text-align-center\" data-align=\"center\">0<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">1<\/td><td class=\"has-text-align-center\" data-align=\"center\">0<\/td><td class=\"has-text-align-center\" data-align=\"center\">1<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">0<\/td><td class=\"has-text-align-center\" data-align=\"center\">1<\/td><td class=\"has-text-align-center\" data-align=\"center\">1<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">1<\/td><td class=\"has-text-align-center\" data-align=\"center\">1<\/td><td class=\"has-text-align-center\" data-align=\"center\">0<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\uadf8\ub7fc \uadf8\ub9bc\uc0c1\uc73c\ub85c 12\uac1c \uc788\ub294 \uc870\uadf8 \ub2e4\uc774\uc5bc\uc744 \uc798 \ub9de\ucd94\uba74 \ub298 XOR\ub97c \uacc4\uc0b0\ud574\ub124\ub294 \ubc15\uc2a4\ub97c \ub9cc\ub4e4\uc218 \uc788\uac8c \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc2e4\uc81c\ub85c \ub525\ub7ec\ub2dd\uc73c\ub85c \ud574\ubcf4\uba74 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\ub300\uc2e0 \uc870\uadf8\ub2e4\uc774\uc5bc \uac12\uc740 \uc5c4\uccad \uc138\ubc00\ud558\uac8c \uc124\uc815\ud560 \uc218 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uc870\uadf8 \ub2e4\uc774\uc5bc \ud480\uc5b4\ubcf4\uae30<\/h2>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"502\" height=\"436\" src=\"https:\/\/www.kowanas.com\/tech\/wp-content\/uploads\/sites\/2\/2021\/01\/7C497BD9-5C7D-4748-A487-E2F5965F2511.png\" alt=\"\" class=\"wp-image-289\" srcset=\"https:\/\/www.kowanas.com\/tech\/wp-content\/uploads\/sites\/2\/2021\/01\/7C497BD9-5C7D-4748-A487-E2F5965F2511.png 502w, https:\/\/www.kowanas.com\/tech\/wp-content\/uploads\/sites\/2\/2021\/01\/7C497BD9-5C7D-4748-A487-E2F5965F2511-300x261.png 300w\" sizes=\"auto, (max-width: 502px) 100vw, 502px\" \/><\/figure><\/div>\n\n\n\n<p>\uc870\uadf8 \ub2e4\uc774\uc5bc\uc744 \ud480\uc5b4\ubd24\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub525\ub7ec\ub2dd\uc5d0\uc11c\ub294 \uc774\uac83\uc744 Cell\uc774\ub77c\uace0 \ubd80\ub985\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>x\ub85c \ud45c\ud604\ub41c input data<\/li><li>\uac01 x line\uc5d0 \ub300\ud574\uc11c \uac00\uc911\uce58\ub97c \ubd80\uc5ec\ud55c W (Weight)<\/li><li>\uc785\ub825\uac12\uc774 \ubaa8\ub450 0\uc77c\ub54c \uae30\ubcf8\uac12 b (Bias)<\/li><li>\uac01 x\uc640 w\uc744 \uacf1\ud55c \uac12\uc758 \ud569<\/li><li>\uac01 x\uc640 w\ub97c \uacf1\ud55c \uac12\uc758 \ud569\uc744 \ucc98\ub9ac\ud558\ub294 Function (Activation Function)<\/li><li>\uadf8\ub9ac\uace0 \ub9c8\uc9c0\ub9c9\uc73c\ub85c Output<\/li><\/ul>\n\n\n\n<p> \uc55e\uc11c w\ub294 \uac00\uc911\uce58\ub77c\uace0 \ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uadf8 \ub9d0\uc740 x\uc640 \uacf1\ud55c\ub2e4\ub294 \ub9d0\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774\uac78 \ud480\uc5b4\uc368\ubcf4\uba74 \ub2e4\uc74c\uacfc \uac19\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"614\" height=\"101\" src=\"https:\/\/www.kowanas.com\/tech\/wp-content\/uploads\/sites\/2\/2021\/01\/5829EC41-0D17-48AE-9BEA-F46487DE7219.png\" alt=\"\" class=\"wp-image-292\" srcset=\"https:\/\/www.kowanas.com\/tech\/wp-content\/uploads\/sites\/2\/2021\/01\/5829EC41-0D17-48AE-9BEA-F46487DE7219.png 614w, https:\/\/www.kowanas.com\/tech\/wp-content\/uploads\/sites\/2\/2021\/01\/5829EC41-0D17-48AE-9BEA-F46487DE7219-300x49.png 300w\" sizes=\"auto, (max-width: 614px) 100vw, 614px\" \/><\/figure>\n\n\n\n<p>Activation Function\uc740 \uc800 \ud569\uc758 \uac12\uc744 \uadf8\ub300\ub85c \ub0b4\ubcf4\ub0b4\ub294\uac8c \uc544\ub2c8\uace0 \uac12\uc5d0 \ub530\ub77c\uc11c \uc5b4\ub5bb\uac8c \ucc98\ub9ac\ud574\uc11c \ub0b4\ubcf4\ub0bc\uc9c0 \uacc4\uc0b0\ud574\uc8fc\ub294 Function\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc544\ub798 \uadf8\ub9bc\uc740 \uac00\uc7a5 \ud754\ud788 \uc4f0\uc774\ub294 sigmoid function\uc744 \uc0ac\uc6a9\ud55c \uacbd\uc6b0\ub97c \uadf8\ub824\ubd24\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ud569\uc758 \uac12\uc744 \uadf8\ub300\ub85c Output\uc73c\ub85c \uc0ac\uc6a9\ud558\uc9c0 \uc54a\uace0 Sigmoid function\uc744 \ud1b5\ud558\uba74 \uac12\uc774 0\uc774\ub098 1\uc5d0 \uac00\uae4c\uc6b4 \uac12\uc73c\ub85c \ub098\uc624\uac8c \ub418\uace0 \uc774 \uac12\uc744 \ud1b5\ud574\uc11c 0\uc774\ub098 1\ub85c \uad6c\ubd84\ud558\uc5ec Output\uc73c\ub85c \uc0ac\uc6a9\ud558\ub3c4\ub85d \ud574\uc8fc\ub294 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"418\" height=\"485\" src=\"https:\/\/www.kowanas.com\/tech\/wp-content\/uploads\/sites\/2\/2021\/01\/7699EBD2-14BF-49A4-A5F8-36C133157162.png\" alt=\"\" class=\"wp-image-301\" srcset=\"https:\/\/www.kowanas.com\/tech\/wp-content\/uploads\/sites\/2\/2021\/01\/7699EBD2-14BF-49A4-A5F8-36C133157162.png 418w, https:\/\/www.kowanas.com\/tech\/wp-content\/uploads\/sites\/2\/2021\/01\/7699EBD2-14BF-49A4-A5F8-36C133157162-259x300.png 259w\" sizes=\"auto, (max-width: 418px) 100vw, 418px\" \/><\/figure><\/div>\n\n\n\n<p>\uadf8\ub9bc\uc5d0\uc11c W\ub294 \ud558\ub098\uc758 w\uac00 \uc544\ub2c8\uace0 w\uc758 \uc9d1\ud569\uc774\ub77c\uace0 \uba85\uc2dc\uc801\uc73c\ub85c \ud45c\ud604\ud55c\uac78\ub85c \ubd10\uc8fc\uc2dc\uba74 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774\ub7ec\ud55c Function\ub4e4\uc740 \uc774\ubbf8 \ub9ce\uc740 \uc218\ud559\uc790\ub4e4\uaed8\uc11c \ub9cc\ub4e4\uc5b4\uc8fc\uc168\uae30 \ub54c\ubb38\uc5d0 \uadf8\ub54c \uadf8\ub54c \ub9de\ub294 Function\ub9cc \uc0ac\uc6a9\ud558\uba74 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc870\uadf8 \ub2e4\uc774\uc5bc \ud558\ub098\uac00 \uc124\uc815\uac12\uc774 \ud558\ub098\uac00 \uc544\ub2c8\ub77c \uc785\ub825 \uac12\uc758 \uac2f\uc218\uc5d0\ub2e4\uac00 bias\uc640 Activation Function\uae4c\uc9c0 \uc880 \ub2e4\uc591\ud558\uc8e0?<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Deep Learning Layer<\/h2>\n\n\n\n<p>\ub2e4\uc2dc \ub9d0\ud558\uba74 Deep Learning Model\uc740 \uc870\uadf8 \ub2e4\uc774\uc5bc\ub4e4\uc744 \uccab\ubc88\uc9f8 \uadf8\ub9bc\uc5d0\uc11c 12\uac1c\uc758 \uc870\uadf8 \ub2e4\uc774\uc5bc\uc744 \uc5f0\uacb0\ud55c\uac83\ucc98\ub7fc \ub2e4\uc218\uc758 \uc870\uadf8 \ub2e4\uc774\uc5bc\uc744 \uc5f0\uacb0\ud55c \uac83\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>3\uac1c\uc529 4\uac1c\uc758 \ub2e8\uacc4\ub85c \uc5f0\uacb0\uc744 \ud574\ub193\uc740\uac83\uc744 \uadf8\ub9bc\uc5d0\uc11c \uc54c\uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc790\uc138\ud788 \ubcf4\uc2dc\uba74 \ud68c\uc0c9\uc73c\ub85c \uac01\uac01 \uc870\uadf8\ub2e4\uc774\uc5bc\ub9c8\ub2e4 \uc5f0\uacb0\uc744 \ud574\ub1a8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774\uac83\uc744 \ub525\ub7ec\ub2dd\uc5d0\uc11c\ub294 Layer\ub77c\uace0 \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Deep Learning\uc740 Machine Learning<\/h2>\n\n\n\n<p>\ub525\ub7ec\ub2dd\uc740 \ucef4\ud4e8\ud130\uac00 \uc2a4\uc2a4\ub85c \uc800 \uc870\uadf8 \ub2e4\uc774\uc5bc\uc744 \ub3cc\ub824\uac00\uba70 \uc124\uc815\uac12\uc744 \ub2e4 \ub9de\ucd94\uc5c8\uc744\ub54c \uac00\uc7a5 \uc815\ub2f5\uc744 \ub0b4\ub193\uc744 \ud655\ub960\uc744 \ub192\uac8c \ud558\ub294 \uacfc\uc815\uc744 \ub9d0\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>100%\uc758 \uc815\ub2f5\uc744 \ub9de\ucd9c \uc218 \uc5c6\uc744 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. <\/p><p>\uc11c\ub85c \uc5f0\uad00\uc131\uc5d0 \uc758\ud574\uc11c \uc774 \uac12\uc744 \ubc14\uafb8\uba74 \ub2e4\ub978 \uc124\uc815\uac12\ub4e4\uc5d0\uac8c \uc601\ud5a5\uc744 \uc8fc\uac8c \ub418\uc5b4 100% \uc815\ub2f5\uc744 \ub9de\ucd94\ub294 \uc124\uc815\uac12\uc744 \ucc3e\uc9c0 \ubabb\ud560 \uc218\ub3c4 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p><\/blockquote>\n\n\n\n<p>\uadf8\ub798\uc11c \uc8fc\ub85c \ub525\ub7ec\ub2dd\uc740 \ud559\uc2b5\ud560 Input Data (x) \uc640 Output Data (y) \ub97c \uac00\uc9c0\uace0 \ubaa8\ub4e0 \uc870\uadf8 \ub2e4\uc774\uc5bc\uc758 \uc124\uc815\uac12\uc744 \ud558\ub098 \ud558\ub098 \ubc14\uafd4\uac00\uba74\uc11c \uc870\uadf8 \ub2e4\uc774\uc5bc \ubc15\uc2a4\ub97c \ud1b5\uacfc\ud588\uc744\ub54c \ud604\uc7ac\uc758 \ub2f5\uc774 \uc2e4\uc81c \ub2f5\uacfc \ub9de\ub294\uc9c0 \ube44\uad50\ud574\uac00\ub294 \uacfc\uc815\uc744 \uc218\uc5c6\uc774 \ubc18\ubcf5\ud558\ub294\uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc55e\uc11c <a href=\"https:\/\/www.kowanas.com\/tech\/2020\/12\/31\/ai\/\">AI \uc774\ud574\ud558\uae30<\/a> \uae00\uc5d0\uc11c \ucef4\ud4e8\ud130\uac00 \uc2a4\uc2a4\ub85c \ud559\uc2b5\ud558\ub294\uac8c \uba38\uc2e0\ub7ec\ub2dd\uc774\ub77c\uace0 \ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc989, \ub525\ub7ec\ub2dd\uc740 \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud55c \uc885\ub958\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Deep Learning\uc774 Machine Learning\uc774\uc5b4\uc57c \ud558\ub294 \uc774\uc720<\/h2>\n\n\n\n<p>\uc2e4\uc81c \ub525\ub7ec\ub2dd\uc758 Cell\uc740 \uc544\uc8fc \ub9ce\uc774 \uc5f0\uacb0\ud558\uc5ec \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.kowanas.com\/tech\/wp-content\/uploads\/sites\/2\/2021\/01\/image-21.png\" alt=\"\" class=\"wp-image-294\" width=\"509\" height=\"159\" srcset=\"https:\/\/www.kowanas.com\/tech\/wp-content\/uploads\/sites\/2\/2021\/01\/image-21.png 433w, https:\/\/www.kowanas.com\/tech\/wp-content\/uploads\/sites\/2\/2021\/01\/image-21-300x94.png 300w\" sizes=\"auto, (max-width: 509px) 100vw, 509px\" \/><\/figure><\/div>\n\n\n\n<p>\uc704 \ucf54\ub4dc\ub294 <a href=\"https:\/\/www.tensorflow.org\/\">Tensorflow homepage<\/a> \uc5d0 \ucd08\ubcf4\uc790 \uac00\uc774\ub4dc\uc5d0 \uc788\ub294 \uac00\uc7a5 \uae30\ubcf8\uc801\uc778 \ub525\ub7ec\ub2dd Cell Layer\uc758 \uc608\uc81c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc22b\uc790 \uc778\uc2dd \uc608\uc81c\uc778\ub370 input data\uac00 28&#215;28 = 784\uac1c \uc774\uace0 Layer\ub294 1 Depth\uc9c0\ub9cc Cell\uc774 128\uac1c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>output\uc740 10\uac1c\uc774\uad6c\uc694.<\/p>\n\n\n\n<p>\uc870\uc808\ud574\uc57c \ud558\ub294 \uac12\ub4e4\uc774 \ub2f9\ucdcc \uba87\uac1c\uc778\uac00\uc694?<\/p>\n\n\n\n<p>((784+1)*128+1)*10 = 1004810<\/p>\n\n\n\n<p>\uadf8\ub7fc \uc74c\uc131\uc778\uc2dd, \uc774\ubbf8\uc9c0\uc778\uc2dd\ub4f1\uacfc \uac19\uc740 \ubc29\ub300\ud55c Data\ub97c \ud559\uc2b5\ud558\uace0 \uace0\ub09c\uc774\ub3c4\uc758 \uc5ed\ud560\uc744 \uc218\ud589\ud574\uc57c \ud558\ub294 \ubaa8\ub378\uc740 \uc5bc\ub9c8\ub098 \ub9ce\uc740 \ud070 \uaddc\ubaa8\uc758 Cell Layer\uac00 \ud544\uc694\ud560\uae4c\uc694.<\/p>\n\n\n\n<p>\uadf8 \ub9ce\uc740 Cell\ub4e4\uc744 \uc778\uac04\uc774 \uc77c\uc77c\ud788 \uc870\uadf8 \ub2e4\uc774\uc5bc\uc744 \ub3cc\ub824\uac00\uba70 \ub9de\ucdb0\uac00\ub294 \uac83\uc740 \ubd88\uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uadf8\ub798\uc11c \ubc18\ubcf5\uc801\uc778 \uc77c\uc744 \uc81c\uc77c \uc798\ud558\ub294 \ucef4\ud4e8\ud130\uc5d0\uac8c \uc774 \uc77c\uc744 \uc2dc\ud0a4\uba74 \uac00\ub2a5\ud558\uae30 \ub54c\ubb38\uc5d0 \ub525\ub7ec\ub2dd\uc758 \uc6d0\uc870\uaca9\uc778 \ud37c\uc149\ud2b8\ub860 (perceptron)\uc774 1958\ub144\uc5d0 \ub098\uc654\uc74c\uc5d0\ub3c4 \uc774\uc81c\uc11c\uc57c \uc2e4\uc6a9\ud654\ub418\uace0 \uc788\ub294 \uc774\uc720\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc800 \uc131\ub2a5 \ucef4\ud4e8\ud130\uc5d0\uac8c\ub294 \uc774\uc870\ucc28 \ubc84\uac70\uc6b4 \uc77c\uc774\uc5c8\uae30\ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc694\uc998 \ucef4\ud4e8\ud130 \uc131\ub2a5\uc774 \uc6cc\ub099 \uc88b\uc544\uc84c\uc73c\ub2c8 \ub9d0\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ub9c8\uce58\uba70<\/h2>\n\n\n\n<p>\uc774 \uae00\uc774 \ub525\ub7ec\ub2dd\uc5d0 \ub300\ud574\uc11c \uc870\uae08\uc774\ub77c\ub3c4 \uc774\ud574\uc5d0 \ub3c4\uc6c0\uc774 \ub418\uc5c8\uc73c\uba74 \uac10\uc0ac\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ud639\uc2dc \uc624\ub958\ub098 \ucd94\uac00\uc801\uc778 \uc870\uc5b8\uc774 \uc788\uc73c\uc2dc\uba74 \ub9d0\uc500\ud574\uc8fc\uc2dc\uba74 \uac10\uc0ac\ub4dc\ub9ac\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Deep Learning (\ub525\ub7ec\ub2dd) \uc744 Machine Learning (\uba38\uc2e0 \ub7ec\ub2dd)\uc744 \ub2e4 \uacf5\ubd80\ud558\uace0 \uc774\ud574\ud558\uba74 \uc88b\uaca0\uc9c0\ub9cc \uc5b8\uc81c \ub610 \uc774\uac78 \ub2e4 \uacf5\ubd80\ud558\uace0 \uc774\ud574\ud558\uaca0\uc2b5\ub2c8\uae4c. \uadf8\ub798\uc11c \uc55e\uc11c AI\uc5d0 \ub300\ud55c \uc774\ud574\uc5d0 \ub300\ud55c \uae00\uc5d0 \uc774\uc5b4 Deep Learning\uc744 \ucd5c\ub300\ud55c \uc27d\uac8c \uc774\ud574\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uba85\ud558\ub294 \uae00\uc744 \uc791\uc131\ud574\ubd05\ub2c8\ub2e4. \uc778\uac04\uc758 \ub1cc\uc138\ud3ec\uc744 \ubcf8\ub530\uc11c \ub9cc\ub4e0 Deep Learning Deep Learning \ud559\uc2b5\uc744 \ub3c4\uc785\ubd80\uc5d0 \ud56d\uc0c1 \ub4e3\ub294 \ub9d0\uc785\ub2c8\ub2e4. \uadfc\ub370 \uc911\uc694\ud55c \uac74 \uc81c\uac00 \uc778\uac04\uc758 \ub1cc\uc138\ud3ec\uc5d0 &#8230; <a title=\"Deep Learning \uc644\uc804 \uc27d\uac8c \uc774\ud574\ud558\uae30 for nonprogrammer\" class=\"read-more\" href=\"https:\/\/www.kowanas.com\/tech\/2021\/01\/03\/deep-learning\/\" aria-label=\"Read more about Deep Learning \uc644\uc804 \uc27d\uac8c \uc774\ud574\ud558\uae30 for nonprogrammer\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[50,52,55,53],"class_list":["post-279","post","type-post","status-publish","format-standard","hentry","category-tech","tag-ai","tag-deeplearning","tag-55","tag-53"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Deep Learning \uc644\uc804 \uc27d\uac8c \uc774\ud574\ud558\uae30 for nonprogrammer - Kowana&#039;s tech<\/title>\n<meta name=\"description\" content=\"Deep Learning (\ub525\ub7ec\ub2dd) \uc744 Machine Learning (\uba38\uc2e0 \ub7ec\ub2dd)\uc744 \uacf5\ubd80\ud558\uace0 \uc774\ud574\ud558\ub294\uac8c \ub2f9\uc5f0\ud788 \uc27d\uc9c0\ub9cc \uc5b8\uc81c \ub610 \uc774\uac78 \ub2e4 \uacf5\ubd80\ud558\uace0 \uc774\ud574\ud558\uaca0\uc2b5\ub2c8\uae4c. \uadf8\ub798\uc11c Deep Learning\uc744 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