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\ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \ub525\ub7ec\ub2dd \ubc0f \uba38\uc2e0\ub7ec\ub2dd \uae30\uc220\uc774 \ud3ed\ubc1c\uc801\uc73c\ub85c \uc131\uc7a5\ud568\uc5d0 \ub530\ub77c, \ud559\uc2b5 \ub370\uc774\ud130\uc14b\uc758 \uc911\uc694\uc131\uc774 \ub0a0\ub85c \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub370\uc774\ud130\uc14b\uc740 \ubaa8\ub378\uc758 \uc131\ub2a5\uacfc \uc9c1\uacb0\ub418\ubbc0\ub85c, \uc801\uc808\ud55c \ub370\uc774\ud130\uc14b\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ud504\ub85c\uc81d\ud2b8\uc758 \uc131\uacf5\uc5d0 \ub9e4\uc6b0 \uc911\uc694\ud55c \uc694\uc18c\uac00 \ub429\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ub370\uc774\ud130\uc14b\uc744 \uc0ac\uc6a9\ud560 \ub54c\ub294 \ubc18\ub4dc\uc2dc \uace0\ub824\ud574\uc57c \ud560 \uc911\uc694\ud55c \uc0ac\ud56d\uc774 \uc788\uc2b5\ub2c8\ub2e4: \ubc14\ub85c \ub77c\uc774\uc120\uc2a4\uc640 \uc800\uc791\uad8c \ubb38\uc81c\uc785\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ub370\uc774\ud130\uc14b \ub77c\uc774\uc120\uc2a4, \uc800\uc791\uad8c \ubb38\uc81c, \uadf8\ub9ac\uace0 \uc624\ud508\uc18c\uc2a4 \ub370\uc774\ud130\uc14b\uc758 \uc800\uc791\uad8c \uc900\uc218 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

1. \ub370\uc774\ud130\uc14b \ub77c\uc774\uc120\uc2a4\ub780?<\/h2>\n
\ub370\uc774\ud130\uc14b \ub77c\uc774\uc120\uc2a4\ub294 \ub370\uc774\ud130\uc14b\uc758 \uc0ac\uc6a9 \uc870\uac74\uc744 \uc815\uc758\ud558\ub294 \ubc95\uc801 \ubb38\uc11c\uc785\ub2c8\ub2e4. \uc774\ub294 \ub370\uc774\ud130\ub97c \ub204\uad6c\uc640 \uc5b4\ub5bb\uac8c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294\uc9c0\ub97c \uaddc\uba85\ud558\uba70, \ub370\uc774\ud130\uc14b\uc758 \uc18c\uc720\uc790\uac00 \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud558\ub294 \uc870\uac74\uc744 \uba85\uc2dc\ud569\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \ub370\uc774\ud130\uc14b \ub77c\uc774\uc120\uc2a4\ub294 \ub370\uc774\ud130\uc758 \ubcf5\uc0ac, \ubc30\ud3ec, \uc218\uc815, \uc0ac\uc6a9 \ub4f1\uc744 \ud3ec\ud568\ud558\ub294 \ub2e4\uc591\ud55c \uad8c\ub9ac\ub97c \ubd80\uc5ec\ud558\uac70\ub098 \uc81c\ud55c\ud569\ub2c8\ub2e4.<\/p>\n

1.1. \ub77c\uc774\uc120\uc2a4\uc758 \uc885\ub958<\/h3>\n
\ub370\uc774\ud130\uc14b \ub77c\uc774\uc120\uc2a4\ub294 \ud06c\uac8c \uba87 \uac00\uc9c0\ub85c \ub098\ub20c \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\ud37c\ube14\ub9ad \ub3c4\uba54\uc778<\/strong>: \ub370\uc774\ud130\uc14b\uc774 \uc800\uc791\uad8c\uc73c\ub85c\ubd80\ud130 \uc790\uc720\ub85c\uc6b4 \uc0c1\ud0dc\uc785\ub2c8\ub2e4. \ub204\uad6c\ub098 \uc790\uc720\ub86d\uac8c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \ucee4\uba3c\uc988 \ub77c\uc774\uc120\uc2a4<\/strong>: \uc800\uc791\uad8c\ubc95\uc744 \uc900\uc218\ud558\uba74\uc11c \ud2b9\uc815 \uc870\uac74 \ud558\uc5d0 \ub370\uc774\ud130\ub97c \uacf5\uc720\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \ub77c\uc774\uc120\uc2a4\uc785\ub2c8\ub2e4. CC BY, CC BY-SA, CC BY-NC \ub4f1 \ub2e4\uc591\ud55c \uc138\ubd80 \uc870\uac74\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uc0c1\uc5c5\uc801 \uc0ac\uc6a9 \uae08\uc9c0 \ub77c\uc774\uc120\uc2a4<\/strong>: \ube44\uc0c1\uc5c5\uc801 \ubaa9\uc801\uc73c\ub85c\ub9cc \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, CC BY-NC \ub77c\uc774\uc120\uc2a4\ub294 \ube44\uc0c1\uc5c5\uc801 \uc0ac\uc6a9\uc740 \ud5c8\uc6a9\ud558\uc9c0\ub9cc, \uc0c1\uc5c5\uc801 \uc6a9\ub3c4\ub85c\ub294 \uc0ac\uc6a9\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4.<\/li>\n
\ud504\ub77c\uc774\ubc84\uc2dc \ubcf4\uc7a5 \ub77c\uc774\uc120\uc2a4<\/strong>: \ub370\uc774\ud130\uc14b\uc5d0\uc11c \uac1c\uc778 \uc815\ubcf4\ub97c \ud3ec\ud568\ud558\ub294 \uacbd\uc6b0, \uac1c\uc778 \uc815\ubcf4\ub97c \ubcf4\ud638\ud558\uae30 \uc704\ud55c \uba85\ud655\ud55c \uaddc\uc815\uc744 \ub2f4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
2. \uc800\uc791\uad8c \ubb38\uc81c<\/h2>\n
\uc800\uc791\uad8c\uc740 \ucc3d\uc791\uc790\uc758 \uad8c\ub9ac\ub97c \ubcf4\ud638\ud558\ub294 \ubc95\uc801 \uc7a5\uce58\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\uc14b\uc5d0\ub3c4 \uc800\uc791\uad8c\uc774 \uc801\uc6a9\ub420 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \ub370\uc774\ud130\uc14b\uc774 \uc6d0\ub798 \uc791\uc131\ud55c \uc0ac\ub78c\uc758 \uc800\uc791\ubb3c\ub85c \uac04\uc8fc\ub420 \ub54c \ubc1c\uc0dd\ud569\ub2c8\ub2e4. \uc624\ud508\uc18c\uc2a4 \ub370\uc774\ud130\ub77c\uace0 \ud558\ub354\ub77c\ub3c4 \uc800\uc791\uad8c\uc774 \uc804\ud600 \uc5c6\ub294 \uac83\uc740 \uc544\ub2c8\ubbc0\ub85c \uc8fc\uc758\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n
2.1. \ub370\uc774\ud130\uc14b\uc758 \uc800\uc791\uad8c \uc5ec\ubd80<\/h3>\n
\uc77c\ubc18\uc801\uc73c\ub85c \ub370\uc774\ud130\uc14b\uc774 \uc800\uc791\uad8c \ubcf4\ud638\ub97c \ubc1b\uc73c\ub824\uba74 \ucc3d\uc791\uc131\uc774 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub2e8\uc21c\ud55c \uc22b\uc790\uc758 \ub098\uc5f4\uc774\ub098 \uae30\uc0c1 \ub370\uc774\ud130\ucc98\ub7fc \uc790\uc5f0 \ud604\uc0c1\uc744 \uae30\ub85d\ud55c \ub370\uc774\ud130\uc14b\uc740 \uc800\uc791\uad8c \ubcf4\ud638\ub97c \ubc1b\uc9c0 \uc54a\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774\ub7ec\ud55c \ub370\uc774\ud130\uc14b\uc744 \ud2b9\uc815\ud55c \ubc29\uc2dd\uc73c\ub85c \uad6c\uc131\ud558\uac70\ub098 \ubd84\uc11d\ud558\uc5ec \uc0c8\ub85c\uc6b4 \uc815\ubcf4\ub97c \uc0dd\uc131\ud558\uba74 \uc800\uc791\uad8c\uc774 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
2.2. \uc800\uc791\uad8c \uce68\ud574\uc758 \uc704\ud5d8<\/h3>\n
\ub370\uc774\ud130\uc14b\uc744 \uc0ac\uc6a9\ud560 \ub54c \uc800\uc791\uad8c \uce68\ud574\uc758 \uc704\ud5d8\uc774 \uc874\uc7ac\ud569\ub2c8\ub2e4. \ub9cc\uc57d \ub77c\uc774\uc120\uc2a4 \uc870\ud56d\uc744 \uc704\ubc18\ud558\uac70\ub098 \ub370\uc774\ud130\uc14b\uc758 \uc6d0\uc791\uc790\uc758 \ud5c8\ub77d\uc744 \ubc1b\uc9c0 \uc54a\uace0 \uc0ac\uc6a9\ud558\ub294 \uacbd\uc6b0, \ubc95\uc801 \ucc45\uc784\uc744 \uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \ud56d\uc0c1 \ub370\uc774\ud130\uc14b\uc758 \ub77c\uc774\uc120\uc2a4\ub97c \ud655\uc778\ud558\uace0 \uadf8\uc5d0 \ub530\ub974\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n
3. \uc624\ud508\uc18c\uc2a4 \ub370\uc774\ud130\uc14b\uc758 \uc800\uc791\uad8c \uc900\uc218 \ubc29\ubc95<\/h2>\n
\uc624\ud508\uc18c\uc2a4 \ub370\uc774\ud130\uc14b\uc744 \uc0ac\uc6a9\ud560 \ub54c\ub294 \ubc18\ub4dc\uc2dc \uc800\uc791\uad8c \uaddc\uc815\uc744 \uc900\uc218\ud574\uc57c \ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \ub370\uc774\ud130\ub97c \ucc45\uc784\uac10 \uc788\uac8c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \ud301\uc785\ub2c8\ub2e4:<\/p>\n
3.1. \ub77c\uc774\uc120\uc2a4 \ud655\uc778<\/h3>\n
\uba3c\uc800, \ub370\uc774\ud130\uc14b\uc758 \ub77c\uc774\uc120\uc2a4\ub97c \ucca0\uc800\ud788 \ud655\uc778\ud574\uc57c \ud569\ub2c8\ub2e4. \uac01\uc774\ud55c \ub77c\uc774\uc120\uc2a4\ub294 \ub2e4\ub978 \uc870\uac74\uc744 \uac00\uc9c0\uace0 \uc788\uc73c\ubbc0\ub85c, \uc0ac\uc6a9\ud558\ub294 \ub370\uc774\ud130\uc14b\uc758 \ub77c\uc774\uc120\uc2a4\ub97c \ubc18\ub4dc\uc2dc \ud655\uc778\ud558\uace0, \uc694\uad6c\ud558\ub294 \ub300\ub85c \uc801\uc808\ud55c \ucd9c\ucc98 \ud45c\uae30\ub97c \ud574\uc57c \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, CC BY \ub77c\uc774\uc120\uc2a4\ub97c \uac00\uc9c4 \ub370\uc774\ud130\ub294 \uc800\uc791\uc790\ub97c \uba85\uc2dc\ud574\uc57c\ub9cc \ud569\ub2c8\ub2e4.<\/p>\n
3.2. \ub370\uc774\ud130\uc14b \ucd9c\ucc98 \uae30\ub85d<\/h3>\n
\ub370\uc774\ud130\uc14b\uc744 \uc0ac\uc6a9\ud560 \ub54c\ub294 \ucd9c\ucc98\ub97c \ub4f1\ub85d\ud558\uace0 \uc124\uacc4\ub41c \ubc29\ubc95\ub860\uc5d0 \ub530\ub77c \ub370\uc774\ud130\uc14b\uc744 \uc0ac\uc6a9\ud574\uc57c \ud569\ub2c8\ub2e4. \uc800\uc791\uad8c\uc790\uac00 \ub204\uad6c\uc778\uc9c0, \uc5b4\ub5a4 \ubaa9\uc801\uc73c\ub85c \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294\uc9c0\uc5d0 \ub300\ud55c \ucda9\ubd84\ud55c \uae30\ub85d\uc744 \ub0a8\uae30\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n
3.3. \ub370\uc774\ud130 \uac00\uacf5 \uc8fc\uc758<\/h3>\n
\ub370\uc774\ud130\uc14b\uc744 \uac00\uacf5\ud558\uac70\ub098 \uc218\uc815\ud560 \uacbd\uc6b0, \ub77c\uc774\uc120\uc2a4 \uc870\uac74\uc744 \uc7ac\ud655\uc778\ud574\uc57c \ud569\ub2c8\ub2e4. \ud2b9\ud788 \uc218\uc815\uc774\ub098 \ud30c\uc0dd\uc791\uc5c5\uc774 \ud5c8\uc6a9\ub418\uc9c0 \uc54a\ub294 \ub77c\uc774\uc120\uc2a4\ub97c \uac00\uc9c4 \ub370\uc774\ud130\uc14b\uc758 \uacbd\uc6b0, \ubb34\ub2e8\uc73c\ub85c \uc218\uc815\ud560 \uacbd\uc6b0 \ubc95\uc801\uc778 \ubb38\uc81c\ub97c \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
3.4. \uac1c\uc778 \ub370\uc774\ud130 \ubcf4\ud638<\/h3>\n
\uac1c\uc778 \uc815\ubcf4\ub97c \ud3ec\ud568\ud558\ub294 \ub370\uc774\ud130\uc14b\uc744 \uc0ac\uc6a9\ud560 \ub54c\ub294 \ub370\uc774\ud130 \ubcf4\ud638 \uad00\ub828 \ubc95\ub960\uc744 \ubc18\ub4dc\uc2dc \uc900\uc218\ud574\uc57c \ud569\ub2c8\ub2e4. GDPR \ubc0f CCPA\uc640 \uac19\uc740 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638\ubc95\uc5d0 \ub530\ub978 \uaddc\uc815\uc744 \uc900\uc218\ud558\ub294 \uac83\uc774 \uc911\uc694\ud558\uba70, \uac1c\uc778\uc758 \ub3d9\uc758\ub97c \ubc1b\uac70\ub098 \ub370\uc774\ud130 \uac00\uacf5 \uc2dc \ub354\uc6b1 \uc8fc\uc758\ub97c \uae30\uc6b8\uc5ec\uc57c \ud569\ub2c8\ub2e4.<\/p>\n
4. \uacf5\uac1c\ub41c \ub370\uc774\ud130\uc14b\uc758 \uc608<\/h2>\n
\ub2e4\uc74c\uc740 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uacf5\uac1c\ub41c \ub370\uc774\ud130\uc14b\uc758 \uc608\uc785\ub2c8\ub2e4:<\/p>\n
\n
Kaggle Datasets<\/a> – \ub2e4\uc591\ud55c \ubd84\uc57c\uc758 \ub370\uc774\ud130\uc14b\uc744 \uc81c\uacf5\ud558\uba70, \ud06c\ub77c\uc6b0\ub4dc\uc18c\uc2f1\uc744 \ud1b5\ud574 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uc744 \uc218 \uc788\ub294 \ud50c\ub7ab\ud3fc.<\/li>\n
UCI Machine Learning Repository<\/a> – \uace0\uc804\uc801\uc778 \uba38\uc2e0\ub7ec\ub2dd \ubb38\uc81c\ub97c \uc704\ud55c \ub370\uc774\ud130\uc14b\uc744 \uc81c\uacf5.<\/li>\n
Data.gov<\/a> – \ubbf8\uad6d \uc815\ubd80\uc758 \ub370\uc774\ud130 \ud3ec\ud138\ub85c \ub2e4\uc591\ud55c \uacf5\uacf5 \ub370\uc774\ud130\uc14b \uc81c\uacf5.<\/li>\n
OpenML<\/a> – \uba38\uc2e0\ub7ec\ub2dd \uc2e4\ud5d8\uc744 \uc704\ud55c \ub370\uc774\ud130\uc14b\uc744 \uacf5\uc720\ud558\ub294 \ud50c\ub7ab\ud3fc.<\/li>\n
Awesome Public Datasets<\/a> – GitHub\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ub2e4\uc591\ud55c \ubd84\uc57c\uc758 \uacf5\uac1c \ub370\uc774\ud130\uc14b \ubaa9\ub85d.<\/li>\n<\/ul>\n
5. \uacb0\ub860<\/h2>\n
\ub525\ub7ec\ub2dd\uacfc \uba38\uc2e0\ub7ec\ub2dd\uc758 \ubc1c\uc804\uc5d0 \ub530\ub77c \ub370\uc774\ud130\uc14b\uc758 \uc911\uc694\uc131\uc740 \ub0a0\ub85c \uc99d\uac00\ud558\uace0 \uc788\uc73c\uba70, \uc774\uc5d0 \ub530\ub77c \ub77c\uc774\uc120\uc2a4\uc640 \uc800\uc791\uad8c \ubb38\uc81c\ub3c4 \ub354\uc6b1 \ubcf5\uc7a1\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130\uc14b\uc744 \uc0ac\uc6a9\ud560 \ub54c\ub294 \ubc18\ub4dc\uc2dc \ud574\ub2f9 \ub77c\uc774\uc120\uc2a4\ub97c \uc900\uc218\ud558\uace0 \uc800\uc791\uad8c\uc790\uc758 \uad8c\ub9ac\ub97c \uc874\uc911\ud574\uc57c \ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc774 \uae00\uc5d0\uc11c \uc81c\uacf5\ud55c \uc815\ubcf4\uc640 \uac00\uc774\ub4dc\ub97c \ucc38\uace0\ud558\uc5ec \ub370\uc774\ud130\uc14b\uc744 \uc62c\ubc14\ub974\uac8c \uc0ac\uc6a9\ud558\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4. \uae30\uc220\uc758 \ubc1c\uc804\uc5d0 \ub530\ub77c \uc774\ub8e8\uc5b4\uc9c0\ub294 \ub370\uc774\ud130 \ud65c\uc6a9\uc774 \ubc95\uc801\uc73c\ub85c\ub3c4 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n
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