\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ubc31\ud14c\uc2a4\ud2b8 \uc5d4\uc9c4 \uc791\ub3d9\ubc95 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/29017\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ubc31\ud14c\uc2a4\ud2b8 \uc5d4\uc9c4 \uc791\ub3d9\ubc95 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"1. \uc11c\ub860 \ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc778\uae30\uac00 \uae09\uc99d\ud558\uba74\uc11c, \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc774 \ud22c\uc790 \uc804\ub7b5\uc5d0 \ub110\ub9ac \ub3c4\uc785\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5 \uac1c\ubc1c, \ubc31\ud14c\uc2a4\ud2b8\uc758 \uc911\uc694\uc131, \uadf8\ub9ac\uace0 \ubc31\ud14c\uc2a4\ud2b8 \uc5d4\uc9c4\uc758 \uc791\ub3d9 \ubc29\uc2dd\uc5d0 \ub300\ud574 \uc0c1\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 2. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \uae30\ucd08 2.1 \uba38\uc2e0\ub7ec\ub2dd \uac1c\uc694 \uba38\uc2e0\ub7ec\ub2dd\uc740 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ud328\ud134\uc744 \ud559\uc2b5\ud558\uc5ec \uc608\uce21\uc744 \uc218\ud589\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998\uc740 \uba85\uc2dc\uc801\uc73c\ub85c \ud504\ub85c\uadf8\ub798\ubc0d\ub418\uc9c0 \uc54a\uace0, … \ub354 \ubcf4\uae30 "\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ubc31\ud14c\uc2a4\ud2b8 \uc5d4\uc9c4 \uc791\ub3d9\ubc95"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/29017\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-27T16:16:21+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:55:20+00:00\" \/>\n<meta name=\"author\" content=\"root\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:site\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:label1\" content=\"\uae00\uc4f4\uc774\" \/>\n\t<meta name=\"twitter:data1\" content=\"root\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/29017\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/29017\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ubc31\ud14c\uc2a4\ud2b8 \uc5d4\uc9c4 \uc791\ub3d9\ubc95\",\"datePublished\":\"2024-10-27T16:16:21+00:00\",\"dateModified\":\"2024-11-26T06:55:20+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/29017\/\"},\"wordCount\":24,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/29017\/\",\"url\":\"https:\/\/atmokpo.com\/w\/29017\/\",\"name\":\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ubc31\ud14c\uc2a4\ud2b8 \uc5d4\uc9c4 \uc791\ub3d9\ubc95 - 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<\/p>\n

1. \uc11c\ub860<\/h2>\n
\n \ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc778\uae30\uac00 \uae09\uc99d\ud558\uba74\uc11c, \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc774 \ud22c\uc790 \uc804\ub7b5\uc5d0 \ub110\ub9ac \ub3c4\uc785\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.
\n \uc774 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5 \uac1c\ubc1c, \ubc31\ud14c\uc2a4\ud2b8\uc758 \uc911\uc694\uc131, \uadf8\ub9ac\uace0 \ubc31\ud14c\uc2a4\ud2b8 \uc5d4\uc9c4\uc758 \uc791\ub3d9 \ubc29\uc2dd\uc5d0 \ub300\ud574 \uc0c1\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4.\n <\/p>\n

2. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \uae30\ucd08<\/h2>\n

2.1 \uba38\uc2e0\ub7ec\ub2dd \uac1c\uc694<\/h3>\n
\n \uba38\uc2e0\ub7ec\ub2dd\uc740 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ud328\ud134\uc744 \ud559\uc2b5\ud558\uc5ec \uc608\uce21\uc744 \uc218\ud589\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998\uc740 \uba85\uc2dc\uc801\uc73c\ub85c \ud504\ub85c\uadf8\ub798\ubc0d\ub418\uc9c0 \uc54a\uace0,
\n \ub370\uc774\ud130\uc5d0\uc11c \ud559\uc2b5\ud558\uc5ec \uc2a4\uc2a4\ub85c \uac1c\uc120\ud569\ub2c8\ub2e4. \ub300\ud45c\uc801\uc778 \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc73c\ub85c\ub294 \ud68c\uadc0 \ubd84\uc11d, \uacb0\uc815 \ud2b8\ub9ac, SVM \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n

2.2 \ub525\ub7ec\ub2dd \uac1c\uc694<\/h3>\n
\n \ub525\ub7ec\ub2dd\uc740 \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud55c \ubd84\uc57c\ub85c, \uc778\uacf5\uc2e0\uacbd\ub9dd\uc744 \uae30\ubc18\uc73c\ub85c \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4. \ub370\uc774\ud130\uac00 \ub9ce\uace0 \ubcf5\uc7a1\ud55c \uacbd\uc6b0
\n \ub525\ub7ec\ub2dd \ubaa8\ub378\uc774 \ub354 \ub098\uc740 \uc131\ub2a5\uc744 \ubc1c\ud718\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \ub300\ud45c\uc801\uc778 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc5d0\ub294 CNN(Convolutional Neural Networks),
\n RNN(Recurrent Neural Networks), LSTM(Long Short-Term Memory) \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n

3. \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5<\/h2>\n

3.1 \ub370\uc774\ud130 \uc218\uc9d1<\/h3>\n
\n \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc744 \uc704\ud574\uc11c\ub294 \ub370\uc774\ud130\uac00 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc8fc\uac00 \ub370\uc774\ud130, \uac70\ub798\ub7c9, \uae30\uc220\uc801 \uc9c0\ud45c \ub4f1 \ub2e4\uc591\ud55c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud574\uc57c \ud569\ub2c8\ub2e4.
\n \ubbff\uc744 \uc218 \uc788\ub294 \ub370\uc774\ud130 \ucd9c\ucc98\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uc5ec \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\uc2dc\ud0a4\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.\n <\/p>\n

3.2 \ub370\uc774\ud130 \uc804\ucc98\ub9ac<\/h3>\n
\n \uc218\uc9d1\ud55c \ub370\uc774\ud130\ub97c \uadf8\ub300\ub85c \uc0ac\uc6a9\ud560 \uc218\ub294 \uc5c6\uc2b5\ub2c8\ub2e4. \ub178\uc774\uc988\ub97c \uc81c\uac70\ud558\uace0, \uacb0\uce21\uce58\ub97c \ucc98\ub9ac\ud558\uba70, \ud2b9\uc131 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc744 \ud1b5\ud574
\n \ubaa8\ub378\uc774 \ud559\uc2b5\ud560 \uc218 \uc788\ub3c4\ub85d \ub370\uc774\ud130\ub97c \uc900\ube44\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub294 \ubaa8\ub378\uc758 \uc131\ub2a5\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \ub2e8\uacc4\uc785\ub2c8\ub2e4.\n <\/p>\n

3.3 \ubaa8\ub378 \uc120\ud0dd \ubc0f \ud6c8\ub828<\/h3>\n
\n \uba38\uc2e0\ub7ec\ub2dd\uc5d0\uc11c\ub294 \uc5ec\ub7ec \ubaa8\ub378 \uc911 \uac00\uc7a5 \uc801\ud569\ud55c \uac83\uc744 \uc120\ud0dd\ud558\uace0, \ud6c8\ub828 \ub370\uc774\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0b5\ub2c8\ub2e4.
\n \ub525\ub7ec\ub2dd\uc5d0\uc11c\ub294 \uc2e0\uacbd\ub9dd\uc758 \uad6c\uc870, \ud65c\uc131\ud654 \ud568\uc218, \ucd5c\uc801\ud654 \uc54c\uace0\ub9ac\uc998 \ub4f1\uc744 \uc124\uc815\ud558\uace0 \ud6c8\ub828\uc744 \uc9c4\ud589\ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c\ub294 \uacfc\uc801\ud569\uc744 \ud53c\ud558\uae30 \uc704\ud574
\n \uad50\ucc28 \uac80\uc99d \uae30\ubc95\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n

3.4 \uc608\uce21 \ubc0f \ud2b8\ub808\uc774\ub529 \uc2e0\ud638 \uc0dd\uc131<\/h3>\n
\n \ud6c8\ub828\ub41c \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\ub97c \uc785\ub825\ud558\uace0 \uc608\uce21 \uacb0\uacfc\ub97c \uc5bb\uc2b5\ub2c8\ub2e4. \uc774 \uc608\uce21 \uacb0\uacfc\ub97c \uae30\ubc18\uc73c\ub85c \ub9e4\uc218 \ub610\ub294 \ub9e4\ub3c4 \uc2e0\ud638\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.
\n \uc608\ub97c \ub4e4\uc5b4, \uac00\uaca9 \uc0c1\uc2b9 \uc608\uce21 \uc2dc \ub9e4\uc218 \uc2e0\ud638\ub97c, \uac00\uaca9 \ud558\ub77d \uc608\uce21 \uc2dc \ub9e4\ub3c4 \uc2e0\ud638\ub97c \uc8fc\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4.\n <\/p>\n

4. \ubc31\ud14c\uc2a4\ud2b8\uc758 \uc911\uc694\uc131<\/h2>\n
\n \ubc31\ud14c\uc2a4\ud2b8\ub294 \uac1c\ubc1c\ud55c \uc54c\uace0\ub9ac\uc998\uc758 \uc131\ub2a5\uc744 \uacfc\uac70 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \uac80\uc99d\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc54c\uace0\ub9ac\uc998\uc774 \uc2e4\uc81c \uc2dc\uc7a5\uc5d0\uc11c \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud560\uc9c0\ub97c
\n \ud655\uc778\ud560 \uc218 \uc788\uc73c\uba70, \ub2e4\uc591\ud55c \uc2dc\uc7a5 \uc0c1\ud669\uc5d0\uc11c\uc758 \ubc18\uc751\uc744 \ud3c9\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc31\ud14c\uc2a4\ud2b8\ub294 \uc704\ud5d8 \uad00\ub9ac \ubc0f \uc804\ub7b5 \uac1c\uc120\uc5d0 \ud544\uc218\uc801\uc778 \uc694\uc18c\uc785\ub2c8\ub2e4.\n <\/p>\n

5. \ubc31\ud14c\uc2a4\ud2b8 \uc5d4\uc9c4 \uc791\ub3d9\ubc95<\/h2>\n

5.1 \ubc31\ud14c\uc2a4\ud2b8 \uc5d4\uc9c4\uc774\ub780?<\/h3>\n
\n \ubc31\ud14c\uc2a4\ud2b8 \uc5d4\uc9c4\uc740 \ud2b9\uc815 \uc54c\uace0\ub9ac\uc998 \uc804\ub7b5\uc744 \uacfc\uac70 \ub370\uc774\ud130\uc5d0 \uc801\uc6a9\ud558\uc5ec \uc131\uacfc\ub97c \ubd84\uc11d\ud558\ub294 \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc785\ub2c8\ub2e4. \uc774 \uc5d4\uc9c4\uc740
\n \uac70\ub798 \uc2e0\ud638 \uc0dd\uc131, \ud3ec\ud2b8\ud3f4\ub9ac\uc624 \uad00\ub9ac, \uac70\ub798 \ube44\uc6a9 \uacc4\uc0b0 \ub4f1\uc758 \uae30\ub2a5\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.\n <\/p>\n

5.2 \ubc31\ud14c\uc2a4\ud2b8 \uc5d4\uc9c4\uc758 \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c<\/h3>\n
\n
\ub370\uc774\ud130 \ub85c\ub354<\/strong>: \uc5ed\uc0ac\uc801 \uac00\uaca9 \ub370\uc774\ud130\ub97c \ub85c\ub4dc\ud558\uc5ec \uc54c\uace0\ub9ac\uc998\uc758 \uc785\ub825\uac12\uc73c\ub85c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n
\uc2dc\ubbac\ub808\uc774\ud130<\/strong>: \uc8fc\uc5b4\uc9c4 \ub9e4\ub9e4 \uc2e0\ud638\ub97c \ubc14\ud0d5\uc73c\ub85c \uac00\uc0c1\uc758 \uac70\ub798\ub97c \uc218\ud589\ud558\uace0 \uacb0\uacfc\ub97c \uae30\ub85d\ud569\ub2c8\ub2e4.<\/li>\n
\uc131\uacfc \ubd84\uc11d\uae30<\/strong>: \ub9e4\ub9e4 \uc131\uacfc\ub97c \ud3c9\uac00\ud558\uace0, \uc218\uc775\ub960, \uc0e4\ud504 \ube44\uc728, \ucd5c\ub300 \ub099\ud3ed \ub4f1\uc758 \uc9c0\ud45c\ub97c \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
5.3 \ubc31\ud14c\uc2a4\ud2b8 \ud504\ub85c\uc138\uc2a4<\/h3>\n
\n
\uacfc\uac70 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uc5ec \uc900\ube44\ud569\ub2c8\ub2e4.<\/li>\n
\uc54c\uace0\ub9ac\uc998\uc744 \uc815\uc758\ud558\uace0, \uac70\ub798 \uc2e0\ud638\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n
\uc2dc\ubbac\ub808\uc774\ud130\ub97c \ud1b5\ud574 \uac00\uc0c1\uc758 \uac70\ub798\ub97c \uc218\ud589\ud569\ub2c8\ub2e4.<\/li>\n
\uc131\uacfc \ubd84\uc11d\uae30\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacb0\uacfc\ub97c \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/li>\n
\ud544\uc694\uc2dc \uc54c\uace0\ub9ac\uc998\uc744 \uc870\uc815\ud558\uace0, \ub2e4\uc2dc \ubc31\ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n
6. \uacb0\ub860<\/h2>\n
\n \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \ud2b8\ub808\uc774\ub529 \uc804\ub7b5 \uac1c\ubc1c\uc740 \ubcf5\uc7a1\ud558\uc9c0\ub9cc, \uc2e0\uc911\ud558\uac8c \uc811\uadfc\ud558\uba74 \uc720\ub9dd\ud55c \uacb0\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.
\n \ubc31\ud14c\uc2a4\ud2b8\ub294 \uc774\ub7ec\ud55c \uc54c\uace0\ub9ac\uc998\uc758 \uc2e0\ub8b0\uc131\uc744 \ub192\uc774\uace0, \uc2e4\uc81c \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uc131\uacfc\ub97c \uc608\uce21\ud558\ub294 \ub370 \ud544\uc218\uc801\uc778 \ub2e8\uacc4\uc785\ub2c8\ub2e4.
\n \uc55e\uc73c\ub85c\uc758 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5 \uac1c\ubc1c\uc5d0 \uc774 \uac15\uc88c\uac00 \ub3c4\uc6c0\uc774 \ub418\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4.\n <\/p>\n
7. \ucc38\uace0 \uc790\ub8cc<\/h2>\n
\n
\ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4: Python<\/li>\n
\uba38\uc2e0\ub7ec\ub2dd \ub77c\uc774\ube0c\ub7ec\ub9ac: scikit-learn, TensorFlow, Keras<\/li>\n
\ub370\uc774\ud130 \uc218\uc9d1: Yahoo Finance API, Alpha Vantage<\/li>\n
\ubc31\ud14c\uc2a4\ud2b8 \ud504\ub808\uc784\uc6cc\ud06c: Backtrader, Zipline<\/li>\n<\/ul>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
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