{"id":16789,"date":"2022-03-10T02:37:04","date_gmt":"2022-03-10T02:37:04","guid":{"rendered":"https:\/\/blog.selectstar.ai\/kr\/?p=13885"},"modified":"2022-03-10T02:37:04","modified_gmt":"2022-03-10T02:37:04","slug":"data-centric-ai-%ed%98%84%ec%a3%bc","status":"publish","type":"post","link":"https:\/\/dev.selectstar.ai\/ko\/data-centric-ai-%ed%98%84%ec%a3%bc\/","title":{"rendered":"Data-centric AI, \ub354 \ub611\ub611\ud55c \uc778\uacf5\uc9c0\ub2a5\uc744 \ub9cc\ub4e4\uae30 \uc704\ud55c \ub3c4\uc57d"},"content":{"rendered":"

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\uc778\uacf5\uc9c0\ub2a5\uc740 \uc2dd\ube75\uacfc \uc6f0\uc2dc\ucf54\uae30\ub97c \uc815\ud655\ud558\uac8c \ubd84\ub958\ud560 \uc218 \uc788\uc744\uae4c\uc694?<\/h5><\/div><\/div><\/div>
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\ucd9c\ucc98: twitter_teenbisquit<\/figcaption><\/figure>\n

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\uc6b0\ub9ac \uc778\uac04\ub4e4\uc740 \uc2dd\ube75\uacfc \uc6f0\uc2dc\ucf54\uae30\ub97c \uc27d\uac8c \uad6c\ubd84\ud560 \uc218 \uc788\uc9c0\ub9cc(\uc0ac\uc2e4 \uc778\uac04\ub3c4 \uc880 \ud798\ub4ed\ub2c8\ub2e4..) \uc778\uacf5\uc9c0\ub2a5\uc5d0\uac8c \uc774\ubbf8\uc9c0\ub97c \ud310\ubcc4\ud558\ub294 \uac83\uc740 \uc544\uc9c1 \uc5b4\ub824\uc6b4 \uc77c\uc785\ub2c8\ub2e4. \uadf8\ub807\uae30 \ub54c\ubb38\uc5d0 \uc6b0\ub9ac\ub294 \uc778\ud130\ub137 \uc18d\uc5d0\uc11c \uc885\uc885 \u2018\ucea1\ucc60(CAPTCHA)\u2019<\/span>\ub97c \ub9cc\ub098\uace4 \ud569\ub2c8\ub2e4.<\/p>\n

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‘\ucea1\ucc60(CAPTCHA)’\ub780 \uc5b4\ub5a4\ud55c \uc774\uc6a9\uc790\uac00 \uc2e4\uc81c \uc0ac\ub78c\uc778\uc9c0 \ucef4\ud4e8\ud130 \ud504\ub85c\uadf8\ub7a8\uc778\uc9c0\ub97c \uad6c\ubcc4\ud558\uae30 \uc704\ud574 \uc0ac\uc6a9\ub418\ub294 \ubc29\ubc95\uc73c\ub85c, \uc0ac\ub78c\uc740 \uad6c\ubcc4\ud560 \uc218 \uc788\uc9c0\ub9cc
\n\ucef4\ud4e8\ud130\ub294 \uad6c\ubcc4\ud558\uae30 \ud798\ub4e4\uac8c \uc758\ub3c4\uc801\uc73c\ub85c \ube44\ud2c0\uac70\ub098 \ub367\uce60\ud55c \uadf8\ub9bc\uc744 \uc8fc\uace0 \uadf8 \uadf8\ub9bc\uc5d0 \uc4f0\uc5ec\uc788\ub294 \ub0b4\uc6a9\uc744 \ubb3c\uc5b4\ubcf4\ub294 \ubc29\ubc95\uc774 \uc790\uc8fc \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ud754\ud788
\n\uc6f9\uc0ac\uc774\ud2b8 \ud68c\uc6d0\uac00\uc785\uc744 \ud560 \ub54c \ub728\ub294 \uc790\ub3d9 \uac00\uc785 \ubc29\uc9c0 \ud504\ub85c\uadf8\ub7a8\uc740 \uac19\uc740 \uacf3\uc5d0 \uc4f0\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4.
\n(\ucd9c\ucc98: \uc704\ud0a4\ubc31\uacfc https:\/\/ko.wikipedia.org\/wiki\/CAPTCHA<\/span><\/a>)[\/vc_column_text]

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\uc885\uc885 \ud280\uc5b4\ub098\uc640 \uc6b0\ub9ac\ub97c \uadc0\ucc2e\uac8c \ub9cc\ub4e4\ub358 \uc774\ubbf8\uc9c0\ub4e4\uc774 \uc778\uacf5\uc9c0\ub2a5\uc758 \uc57d\uc810\uc744 \uc774\uc6a9\ud55c \uac83\uc774\ub77c\ub2c8 \ub180\ub78d\uad70\uc694. \uc55e\uc73c\ub85c \uadc0\ucc2e\uc740 \ucea1\ucc60\uac00 \ub728\ub354\ub77c\ub3c4 \uc778\uac04\uc73c\ub85c\uc11c\uc758 \uae0d\uc9c0\uc640 \uc790\ubd80\uc2ec\uc744 \uac00\uc9c0\uace0 \uc990\uac70\uc6b4 \ub9c8\uc74c\uc73c\ub85c \uc784\ud574\uc57c\uaca0\uc2b5\ub2c8\ub2e4. \uc774\ub807\uac8c \uc138\uc0c1 \uc2a4\ub9c8\ud2b8\ud55c \ubbf8\ub798\uc758 \uc911\uc2ec\uc77c \uc904 \uc54c\uc558\ub358 \uc778\uacf5\uc9c0\ub2a5\uc740 \uc544\uc9c1 \uc0dd\uac01\ubcf4\ub2e4 \ub35c \ub611\ub611\ud558\uace0 \uc778\uac04\uc758 \uc9c0\ub2a5\uc744 \ub530\ub77c\uc7a1\uae30\uc5d0\ub294 \uac08 \uae38\uc774 \uba40\uc5b4 \ubcf4\uc785\ub2c8\ub2e4.<\/span><\/p>\n

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\uadf8\ub807\ub2e4\uba74 \ub611\ub611\ud55c \uc778\uacf5\uc9c0\ub2a5\uc744 \ub9cc\ub4e4\uae30 \uc704\ud574\uc11c \uc6b0\ub9ac\ub294 \ubb34\uc5c7\uc744 \ud574\uc57c \ud560\uae4c\uc694?<\/h5><\/div><\/div><\/div>
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\ucf54\ub4dc(Code), \ub370\uc774\ud130(Data), \ubaa8\ub378(Model), \uc54c\uace0\ub9ac\uc998(Algorithm) \ub4f1 \uc88b\uc740 \uc778\uacf5\uc9c0\ub2a5\uc744 \ub9cc\ub4e4\uae30 \uc704\ud574 \ud544\uc694\ud55c \ub2e4\uc591\ud55c \uc694\uc18c\ub4e4\uc774 \uc788\uc9c0\ub9cc \uadf8 \uac00\uc6b4\ub370 ‘\ub370\uc774\ud130’\uc758 \uc911\uc694\uc131<\/strong>\uc774 \ub300\ub450\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. AI 4\ub300 \ucc9c\uc655\uc73c\ub85c \ubd88\ub9ac\ub294 \uc564\ub4dc\ub958 \uc751 \uad50\uc218<\/strong>\ub294 21\ub144 3\uc6d4\uc5d0 \uc9c4\ud589\ub418\uc5c8\ub358 \uac15\uc5f0\uc5d0\uc11c \u2018\ub370\uc774\ud130\u2019\uc758 \uc911\uc694\uc131\uc5d0 \ub300\ud574 \uac15\uc870\ud588\uc2b5\ub2c8\ub2e4.[\/vc_column_text]

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\uc564\ub4dc\ub958 \uc751 \uad50\uc218\ub294 \uc65c \ub370\uc774\ud130\ub97c \uac15\uc870\ud588\uc744\uae4c\uc694?<\/h5><\/div><\/div><\/div>[vc_column_text]\"\"<\/p>\n

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AI \uc2dc\uc2a4\ud15c<\/strong>\uc740 \ud06c\uac8c \ucf54\ub4dc<\/strong>\uc640 \ub370\uc774\ud130<\/strong>\ub85c \uc774\ub8e8\uc5b4\uc838 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc2dc\uc2a4\ud15c\uc5d0\uc11c AI\ub97c \ud559\uc2b5\uc2dc\ud0a4\ub294 \uacfc\uc815 \uc911 \uc5b4\ub5a4 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud588\uc744 \ub54c \uc6b0\ub9ac\uc5d0\uac8c\ub294 \ub450 \uac00\uc9c0\uc758 \uc120\ud0dd\uc9c0\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ubaa8\ub378\uc744\u00a0\ubc14\uafb8\ub294 \ubc29\ubc95(model-centric AI)<\/strong>\uacfc \ub370\uc774\ud130\ub97c \ubc14\uafb8\ub294 \ubc29\ubc95(data-centric AI)<\/strong>\uc774\uc8e0. \uc774 \ub450 \uac00\uc9c0 \ubc29\ubc95 \uc911 \uc564\ub4dc\ub958 \uc751 \uad50\uc218\ud300\uc758 \uc5f0\uad6c\uc5d0\uc11c\ub294 \ub370\uc774\ud130\ub97c \uac1c\uc120\ud558\ub294 \uac83\uc774 \ud6e8\uc52c \ud6a8\uc728\uc801\uc774\ub77c\ub294 \uacb0\uacfc\ub97c \ub3c4\ucd9c\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n

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\ucca0 \uc0dd\uc0b0 \uacfc\uc815\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ubd88\ub7c9\uc744 \ud0d0\uc9c0\ud558\ub294 \uc2dc\uc2a4\ud15c\uc744 \uba38\uc2e0\ub7ec\ub2dd\uc73c\ub85c \uac1c\ubc1c\ud558\uba70 \ubc1c\uc0dd\ud558\ub294 \ubb38\uc81c\uc5d0 \ub300\ud574 \uc5f0\uad6c\ud300\uc740 \ubaa8\ub378\uc744 \ubc14\uafb8\ub294 \ubc29\ubc95<\/strong>\uacfc\u00a0\ub370\uc774\ud130\ub97c \ubc14\uafb8\ub294 \ubc29\ubc95<\/strong>\uc744 \uac01\uac01 \uc9c4\ud589\ud588\uc2b5\ub2c8\ub2e4. \uadf8 \uacb0\uacfc \uccab \ubc88\uc9f8\ub85c \ub9cc\ub4e4\uc5c8\ub358 \ub370\uc774\ud130\ub85c \ud559\uc2b5\uc744 \uc2dc\ucf30\ub358 \uc815\ud655\ub3c4(Baseline \/ 76.2%)<\/strong>\uc5d0 \ub300\ud574 \ubaa8\ub378\uc744 \ubc14\uafb8\ub294 \ubc29\ubc95\uc740 \uac70\uc758 \uc131\uacfc\uac00 \uc5c6\uc5c8\uc73c\ub098 \ub370\uc774\ud130\ub97c \ubc14\uafbc \uacbd\uc6b0 \uadf8 \uc815\ud655\ub3c4\uac00 16.9% \uc99d\uac00<\/strong>\ud55c \uac83\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uadf8\ub807\uae30 \ub54c\ubb38\uc5d0 \uc774\uc804\uae4c\uc9c0\ub294 \ubca4\uce58\ub9c8\ud06c \ub370\uc774\ud130\uc14b\uc5d0 \ub300\ud574 \ubaa8\ub378\uc744 \uc88b\uac8c \ub9cc\ub4dc\ub294 \uac83\uc5d0 \uc9d1\uc911<\/span>\ud588\ub2e4\uba74 \uc774\uc81c\ub294 \ub370\uc774\ud130\ub97c \uc88b\uac8c \ub9cc\ub4dc\ub294\ub370 \uc9d1\uc911\ud574\uc57c \ud55c\ub2e4\ub294 \uac83<\/strong><\/span>\uc744 \uac15\uc870\ud588\uc2b5\ub2c8\ub2e4.[\/vc_column_text]

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\uadf8\ub807\ub2e4\uba74 \uace0\ud488\uc9c8\uc758 \ub370\uc774\ud130\ub294 \uc5b4\ub5bb\uac8c \ub9cc\ub4e4 \uc218 \uc788\uc744\uae4c\uc694?<\/h5><\/div><\/div><\/div>
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<\/div>[vc_column_text]\uace0\ud488\uc9c8\uc758 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub294 \ub370 \uc788\uc5b4 Consistency(\uc77c\uad00\uc131)<\/strong>\uc774 \uac00\uc7a5 \uc911\uc694\ud569\ub2c8\ub2e4. \ub2e4\uc591\ud55c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub294 \uacfc\uc815\uc5d0\uc11c \ubcf4\ud1b5 \uc5ec\ub7ec \uba85\uc758 \uc791\uc5c5\uc790\uac00 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub294\ub370 \ubaa8\ub450\uac00 \uacf5\uc720\ud558\uace0 \uc788\ub294 \ud558\ub098\uc758 \uae30\uc900\uc774 \uc788\uc5b4\uc57c AI\uac00 \uc81c\ub300\ub85c \ub41c \ud559\uc2b5\uc744 \ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uc564\ub4dc\ub958 \uc751 \uad50\uc218\ub294 \uc774\ub97c \ub4b7\ubc1b\uce68\ud558\uae30 \uc704\ud574 \uc74c\uc131 \uc778\uc2dd\uc744 \uc704\ud55c \ub370\uc774\ud130 \uc218\uc9d1\uc744 \uc608\ub85c \ub4e4\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

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\"\"\u201cUmm.. today\u2019s weather?\u201d\uc774\ub77c\ub294 \uc74c\uc131\uc744 \ub4e3\ub294\ub2e4\uba74 \uc5ec\ub7ec\ubd84\uc740 \uc5b4\ub5bb\uac8c \ubc1b\uc544 \uc801\uc73c\uc2e4 \uac83 \uac19\ub098\uc694?<\/p>\n

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\uac10\ud0c4\uc0ac\ub97c \uc801\uc5b4\uc57c \ud560\uc9c0, \uac10\ud0c4\uc0ac \ub4a4\uc5d0 \uc5b4\ub5a4 \ubb38\uc7a5\ubd80\ud638\ub97c \uc801\uc5b4\uc57c \ud560\uc9c0, \uadf8\ub0e5 \ubb38\uc7a5\ub9cc \uc801\uc5b4\uc57c \ud560\uc9c0 \uc5ec\ub7ec \uba85\uc758 \uc791\uc5c5\uc790\uac00 \ud568\uaed8 \uacf5\uc720\ud558\uace0 \uc788\ub294 \uba85\ud655\ud55c
\n\uae30\uc900\uc774 \uc5c6\ub2e4\uba74 \uc815\ub9d0 \ub2e4\uc591\ud55c \ubc29\ubc95\uc73c\ub85c \uc801\ud600\uc9c4 \ubb38\uc7a5\uc774 \uc218\uc9d1\ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n

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Umm, today’s weather<\/em>
\nUmm… today’s weather<\/em>
\nToday’s weather<\/em><\/h5>\n

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\uc138 \uac00\uc9c0 \ubb38\uc7a5 \ubaa8\ub450 \ub370\uc774\ud130\ub85c \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc774 \uac00\ub2a5\ud558\uc9c0\ub9cc \ubb38\uc81c\ub294 \uc774 \uc74c\uc131\uc5d0 \ub300\ud574 \uc778\uacf5\uc9c0\ub2a5\uc744 \ud559\uc2b5\uc2dc\ucf30\uc744 \ub54c \uc14b \uc911 \ud558\ub098\ub97c \uafb8\uc900\ud788 \ud559\uc2b5\uc2dc\ucf1c\uc57c
\n\uc77c\uad00\uc131<\/strong>\uc744 \uac00\uc9c8 \uc218 \uc788\ub2e4\ub294 \uac83\uc774\uc8e0. \ub9cc\uc57d \uc138 \uac00\uc9c0 \ubb38\uc7a5 \ubaa8\ub450 \ub370\uc774\ud130\ub85c \ub9cc\ub4e4\uac8c \ub41c\ub2e4\uba74 \ub178\uc774\uc988<\/strong>\uac00 \ubc1c\uc0dd\ud558\uac8c \ub429\ub2c8\ub2e4. \uc77c\uad00\ub41c \uace0\ud488\uc9c8\uc758 \ub370\uc774\ud130\ub97c \uc5bb\uae30 \uc704\ud574\uc11c\ub294 \ub3d9\uc77c\ud55c \uc791\uc5c5\uc744 \uc5ec\ub7ec \uc791\uc5c5\uc790\uc5d0\uac8c \ub9e1\uaca8 \uc791\uc5c5\uc758 \uc77c\uad00\uc131\uc744 \uc7ac\uace0, \ub3d9\uc77c\ud55c \uacb0\uacfc\uac00 \ub098\uc62c \uc218 \uc788\ub3c4\ub85d \ub808\uc774\ube14\ub9c1 \uac00\uc774\ub4dc\ub97c \uc218\uc815\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n

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\"\"
(\uc5b4\ub514\ub85c \uac00\uc57c \ud558\uc8e0 \uc544\uc800\uc528… \ub178\uc774\uc9c0\ud55c \ub370\uc774\ud130\ub294 \ucc98\uc74c\uc778\uac00\uc694.. )<\/figcaption><\/figure>\n

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\uc704\uc758 \ud45c\uc5d0\uc11c \ud070 \ub370\uc774\ud130\uc758 \uacbd\uc6b0 \ub178\uc774\uc988\uac00 \uc788\ub354\ub77c\ub3c4\u00a0 \uadf8 \uc218\uac00 \ub9ce\uae30 \ub54c\ubb38\uc5d0 \uc5b4\ub290 \uc815\ub3c4 \uc77c\uad00\ub41c \uacb0\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\ub294 \ubc18\uba74 \uc791\uc740 \ub370\uc774\ud130\uc5d0 \ub178\uc774\uc988\uac00
\n\ub9ce\uc740 \uacbd\uc6b0 \uacb0\uacfc\uac00 \uac08\ud53c\ub97c \uc7a1\uc9c0 \ubabb\ud558\uace0 \uc77c\uad00\uc131\uc744 \uc783\ub294 \uac83\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc801\uc740 \uc218\uc758 \ub370\uc774\ud130\uc77c\uc218\ub85d \ub178\uc774\uc988\uc758 \uc601\ud5a5\uc774 \ud06c\uae30 \ub54c\ubb38\uc5d0 <\/strong>\ud074\ub9b0\ud558\uace0 \uc77c\uad00\uc131\uc788\ub294 \ub808\uc774\ube14<\/strong>\uc774 \uc911\uc694<\/span>\ud569\ub2c8\ub2e4.<\/p>\n

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\ub370\uc774\ud130\ub294 \uc5ed\uc2dc \uc140\ub809\ud2b8\uc2a4\ud0c0!<\/h5><\/div><\/div><\/div>
<\/div>[vc_column_text]\uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc140\ub809\ud2b8\uc2a4\ud0c0\ub294 \uc790\uccb4 \uac1c\ubc1c\ud55c \uc218\ud559\uc801 \uc54c\uace0\ub9ac\uc998\uc744 \uc801\uc6a9\ud55c \ucca8\ub2e8 \ub370\uc774\ud130 \uac80\uc218 \uc2dc\uc2a4\ud15c<\/strong>\uc744 \ud1b5\ud574 \ud655\uc7a5 \uac00\ub2a5\ud558\uace0 \uac15\ub825\ud55c
\n\ud06c\ub77c\uc6b0\ub4dc\uc18c\uc2f1 \ud50c\ub7ab\ud3fc \uce90\uc2dc\ubbf8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub610\ud55c \ubc18\uc790\ub3d9 \ub808\uc774\ube14\ub9c1<\/strong>\uc744 \ud1b5\ud55c \ud3b8\ub9ac\ud55c \ub370\uc774\ud130 \uac00\uacf5 \ud658\uacbd\uc744 \uc81c\uacf5\ud558\uace0 \uc720\uc0ac\uc131 \uac80\uc0ac\ub97c \ud1b5\ud574 \ube44\uc2b7\ud55c \ub370\uc774\ud130\ub97c \ud544\ud130\ub9c1\ud558\ub294 \ub4f1 \ub611\ub611\ud55c AI\uac00 \ub3c4\uc640\uc8fc\ub294 \ub370\uc774\ud130 \uc218\uc9d1\uacfc \uac00\uacf5\uc73c\ub85c \ud6a8\uc728\uc801\uc774\uace0 \ud6a8\uacfc\uc801\uc778 \uacb0\uacfc\ub97c \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ub2e4\uc591\ud55c \uae30\uc5c5\ub4e4\uacfc \uc5ec\ub7ec \ub300\ud559 \uc5f0\uad6c\uc2e4\uc5d0\uc11c \uc9c0\uc6d0 \uc0ac\uc5c5\uc5d0 \ucc38\uc5ec\ud558\uc5ec, \uc140\ub809\ud2b8\uc2a4\ud0c0\ub97c \ud1b5\ud574 \ubb34\ub8cc\ub85c \ub370\uc774\ud130\uc14b\uc744 \uad6c\ucd95\ud558\uc600\uace0, \ub354 \ub098\uc740 AI\ub97c \uc704\ud574 \ub354 \ub9ce\uc740 \uc774\ub4e4\uc5d0\uac8c \uc591\uc9c8\uc758 \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud558\uace0\uc790 \u2018\uc624\ud508\ub370\uc774\ud130\uc14b’\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uacf5\uac1c\ud558\uc600\uc73c\uba70 \ud604\uc7ac \ub2e4\uc6b4\ub85c\ub4dc\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n

\ub370\uc774\ud130\ub97c \ud1b5\ud574 IT \uc0b0\uc5c5\uc744 \ubc1c\uc804\uc2dc\ucf1c \ub354 \ud3b8\ud55c \uc138\uc0c1\uc744 \ub9cc\ub4e4\uae30 \uc704\ud574 \uc140\ub809\ud2b8\uc2a4\ud0c0\ub294 \uc624\ub298\ub3c4 \uc5f4\uc2ec\ud788 \uc6c0\uc9c1\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4.[\/vc_column_text]

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Data-Centric AI, <\/strong><\/h3>\n

\uc140\ub809\ud2b8\uc2a4\ud0c0\uc640 \ud568\uaed8\ud558\uc138\uc694.<\/strong><\/h3>\n

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