\n1. \uc11c\ub860<\/h2>\n
\uc624\ub298\ub0a0 \uc778\uacf5\uc9c0\ub2a5(AI) \uae30\uc220\uc740 \uc6b0\ub9ac\uc758 \uc0dd\ud65c \uc804\ubc18\uc5d0 \ud37c\uc838 \uc788\uc73c\uba70, \uadf8 \uc911\uc5d0\uc11c\ub3c4 \ub525 \ub7ec\ub2dd\uacfc \uba38\uc2e0 \ub7ec\ub2dd\uc740 \uac00\uc7a5 \uc8fc\ubaa9\ubc1b\uace0 \uc788\ub294 \ubd84\uc57c\uc785\ub2c8\ub2e4. \ud2b9\ud788 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \uae30\uc220\ub85c, \ucc57\ubd07, \ubc88\uc5ed\uae30, \uc74c\uc131 \uc778\uc2dd \uc2dc\uc2a4\ud15c \ub4f1 \uc5ec\ub7ec \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \ud3ed\ub113\uac8c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uac1c\ub150\uacfc \uba38\uc2e0 \ub7ec\ub2dd\uc758 \uae30\ucd08\ub97c \uc0c1\uc138\ud788 \uc124\uba85\ud558\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p>\n<\/section>\n\n2. \uba38\uc2e0 \ub7ec\ub2dd\uc774\ub780?<\/h2>\n
\uba38\uc2e0 \ub7ec\ub2dd\uc740 \uc778\uacf5\uc9c0\ub2a5\uc758 \ud55c \ubd84\uc57c\ub85c, \ucef4\ud4e8\ud130\uac00 \uba85\uc2dc\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc5c6\uc774 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \ud559\uc2b5\ud558\uace0 \uc608\uce21\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc0ac\ub78c\uc758 \uac1c\uc785 \uc5c6\uc774\ub3c4 \uc54c\uace0\ub9ac\uc998\uc740 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \ud328\ud134\uc744 \uc778\uc2dd\ud558\uace0, \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uba38\uc2e0 \ub7ec\ub2dd\uc740 \ud06c\uac8c \uc138 \uac00\uc9c0 \uc720\ud615\uc73c\ub85c \ubd84\ub958\ub429\ub2c8\ub2e4: \uac10\ub3c5 \ud559\uc2b5, \ube44\uac10\ub3c5 \ud559\uc2b5, \uac15\ud654 \ud559\uc2b5.<\/p>\n
2.1 \uac10\ub3c5 \ud559\uc2b5<\/h3>\n
\uac10\ub3c5 \ud559\uc2b5\uc740 \uc54c\ub824\uc9c4 \uc815\ub2f5(label)\uacfc \ud568\uaed8 \ub370\uc774\ud130\ub97c \ud559\uc2b5\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc989, \uc785\ub825 \ub370\uc774\ud130\uc640 \uadf8\uc5d0 \ub300\ud55c \uc815\ub2f5\uc774 \uc81c\uacf5\ub418\uba70, \ubaa8\ub378\uc740 \ud559\uc2b5\uc744 \ud1b5\ud574 \uc785\ub825\uacfc \ucd9c\ub825 \uac04\uc758 \uad00\uacc4\ub97c \ud559\uc2b5\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc774\uba54\uc77c \uc2a4\ud338 \ud544\ud130\ub9c1\uc5d0\uc11c\ub294 \uc774\uba54\uc77c\uc774 \uc2a4\ud338\uc778\uc9c0 \uc544\ub2cc\uc9c0\ub97c \ud310\ubcc4\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n
2.2 \ube44\uac10\ub3c5 \ud559\uc2b5<\/h3>\n
\ube44\uac10\ub3c5 \ud559\uc2b5\uc740 \ub808\uc774\ube14\uc774 \uc5c6\ub294 \ub370\uc774\ud130\ub97c \ud559\uc2b5\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c, \ub370\uc774\ud130\uc758 \uad6c\uc870\ub098 \ud328\ud134\uc744 \ucc3e\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4. \uad70\uc9d1 \ubd84\uc11d(clustering)\uc774\ub098 \ucc28\uc6d0 \ucd95\uc18c(dimensionality reduction)\uc640 \uac19\uc740 \uae30\uc220\uc774 \uc774\uc5d0 \ud574\ub2f9\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uace0\uac1d \uc138\ubd84\ud654\ub97c \ud1b5\ud574 \ube44\uc988\ub2c8\uc2a4 \uc804\ub7b5\uc744 \ucd5c\uc801\ud654\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
2.3 \uac15\ud654 \ud559\uc2b5<\/h3>\n
\uac15\ud654 \ud559\uc2b5\uc740 \uc5d0\uc774\uc804\ud2b8\uac00 \ud658\uacbd\uacfc \uc0c1\ud638\uc791\uc6a9\ud558\uba70 \ubcf4\uc0c1(reward)\uc744 \uadf9\ub300\ud654\ud558\ub294 \ubc29\ubc95\uc744 \ud559\uc2b5\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uac8c\uc784\uc5d0\uc11c\uc758 \uc804\ub7b5 \uc120\ud0dd\uc774\ub098 \ub85c\ubd07\uc758 \ud589\ub3d9 \uc870\uc815 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5d0\uc774\uc804\ud2b8\ub294 \uc2dc\ud589\ucc29\uc624\ub97c \ud1b5\ud574 \ucd5c\uc801\uc758 \ud589\ub3d9\uc744 \ucc3e\uc544\uac11\ub2c8\ub2e4.<\/p>\n<\/section>\n\n3. \ub525 \ub7ec\ub2dd\uc774\ub780?<\/h2>\n
\ub525 \ub7ec\ub2dd\uc740 \uba38\uc2e0 \ub7ec\ub2dd\uc758 \ud55c \ubd84\ub958\ub85c, \uc778\uacf5 \uc2e0\uacbd\ub9dd(Artificial Neural Networks)\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uace0\uae09 \uc54c\uace0\ub9ac\uc998\uc785\ub2c8\ub2e4. \ud2b9\ud788 \uc5ec\ub7ec \uce35\uc758 \uc2e0\uacbd\ub9dd\uc744 \ud65c\uc6a9\ud558\uc5ec \ub354 \ubcf5\uc7a1\ud55c \ud328\ud134\uacfc \ud2b9\uc9d5\uc744 \ud559\uc2b5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub525 \ub7ec\ub2dd\uc758 \ubc1c\uc804\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\uc640 \ub192\uc740 \uacc4\uc0b0 \ub2a5\ub825\uc744 \uac16\ucd98 \ucef4\ud4e8\ud130\uc758 \ub4f1\uc7a5\uc73c\ub85c \uac00\ub2a5\ud574\uc84c\uc2b5\ub2c8\ub2e4.<\/p>\n
3.1 \uc778\uacf5\uc2e0\uacbd\ub9dd\uc758 \uae30\ucd08<\/h3>\n
\uc778\uacf5\uc2e0\uacbd\ub9dd\uc740 \uc0dd\ubb3c\ud559\uc801 \uc2e0\uacbd\ub9dd\uc744 \ubaa8\ub378\ub85c \ud558\uc5ec \uc124\uacc4\ub41c \uc54c\uace0\ub9ac\uc998\uc785\ub2c8\ub2e4. \uae30\ubcf8\uc801\uc778 \uad6c\uc870\ub294 \uc785\ub825\uce35, \uc740\ub2c9\uce35, \ucd9c\ub825\uce35\uc73c\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uce35\uc740 \ub274\ub7f0(\uc2e0\uacbd\uc138\ud3ec)\uc5d0 \uc758\ud574 \uc5f0\uacb0\ub418\uc5b4 \uc788\uc73c\uba70, \uac01 \uc5f0\uacb0\uc740 \uac00\uc911\uce58(weight)\ub97c \uac00\uc9d1\ub2c8\ub2e4. \ud559\uc2b5 \uacfc\uc815\uc5d0\uc11c \ubaa8\ub378\uc740 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \uc774 \uac00\uc911\uce58\ub97c \uc870\uc815\ud558\uba70 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n
3.2 \ub525 \ub7ec\ub2dd\uc758 \ubc1c\uc804<\/h3>\n
\ub525 \ub7ec\ub2dd\uc758 \uc8fc\uc694 \uae30\uc220\uc801 \ubc1c\uc804\uc740 CNN(Convolutional Neural Networks), RNN(Recurrent Neural Networks), LSTM(Long Short-Term Memory) \ubc0f Transformer\uc5d0 \uae30\ubc18\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. CNN\uc740 \uc8fc\ub85c \uc774\ubbf8\uc9c0 \ucc98\ub9ac\uc5d0 \uc0ac\uc6a9\ub418\uba70, RNN\uacfc LSTM\uc740 \uc2dc\uac04 \uc21c\uc11c\uac00 \uc788\ub294 \ub370\uc774\ud130 \ucc98\ub9ac\uc5d0 \uac15\uc810\uc744 \ubcf4\uc785\ub2c8\ub2e4. \ucd5c\uadfc\uc5d0\ub294 Transformer \uad6c\uc870\uac00 NLP \ubd84\uc57c\uc5d0\uc11c \ud070 \ud601\uc2e0\uc744 \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4.<\/p>\n<\/section>\n\n4. \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)<\/h2>\n
\uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774\ub294 \uc74c\uc131 \uc778\uc2dd, \uae30\uacc4 \ubc88\uc5ed, \uac10\uc815 \ubd84\uc11d, \uc694\uc57d \uc0dd\uc131 \ub4f1 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ud65c\uc6a9\ub429\ub2c8\ub2e4. \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc11c\ub294 \uc804\ucc98\ub9ac, \ubb38\uc7a5 \uc784\ubca0\ub529, \uc5b8\uc5b4 \ubaa8\ub378\ub9c1\uacfc \uac19\uc740 \uc5ec\ub7ec \ub2e8\uacc4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n
4.1 \uc804\ucc98\ub9ac<\/h3>\n
\uc804\ucc98\ub9ac\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uccab \ub2e8\uacc4\ub85c, \uc6d0\uc2dc \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \uc815\uc81c\ud558\uace0 \ubcc0\ud658\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ud1a0\ud070\ud654(tokenization), \uc815\uc81c(cleaning), \ud45c\uc81c\uc5b4 \ucd94\ucd9c(lemmatization) \ubc0f \ubd88\uc6a9\uc5b4 \uc81c\uac70(stopword removal)\uc640 \uac19\uc740 \uc791\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n
4.2 \ubb38\uc7a5 \uc784\ubca0\ub529<\/h3>\n
\ubb38\uc7a5 \uc784\ubca0\ub529\uc740 \uc5b8\uc5b4 \ub370\uc774\ud130\uc758 \uc758\ubbf8\ub97c \ubca1\ud130 \ud615\ud0dc\ub85c \ud45c\ud604\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. Word2Vec, GloVe, FastText\uc640 \uac19\uc740 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\uba70, \ucd5c\uadfc\uc5d0\ub294 BERT, GPT\uc640 \uac19\uc740 Transformer \uae30\ubc18 \ubaa8\ub378\ub4e4\uc774 \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc784\ubca0\ub529 \uae30\ubc95\uc740 \ub2e8\uc5b4 \uac04\uc758 \uc758\ubbf8 \uad00\uacc4\ub97c \uc798 \ubc18\uc601\ud558\uc5ec \ub354 \ub098\uc740 NLP \uc131\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n
4.3 \uc5b8\uc5b4 \ubaa8\ub378\ub9c1<\/h3>\n
\uc5b8\uc5b4 \ubaa8\ub378\ub9c1\uc740 \uc8fc\uc5b4\uc9c4 \uc2dc\ud000\uc2a4\uc5d0\uc11c \ub2e4\uc74c\uc5d0 \uc62c \ub2e8\uc5b4\ub97c \uc608\uce21\ud558\ub294 \uc791\uc5c5\uc73c\ub85c, \ub525 \ub7ec\ub2dd \uae30\uc220\uc774 \ud544\uc218\uc801\uc73c\ub85c \ud65c\uc6a9\ub429\ub2c8\ub2e4. \uc774\ub294 \uae30\uacc4 \ubc88\uc5ed, \ucc57\ubd07 \uac1c\ubc1c \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub418\uba70, \ud2b9\ud788 \ucd5c\uadfc\uc5d0\ub294 GPT\uc640 \uac19\uc740 \ub300\ud615 \uc5b8\uc5b4 \ubaa8\ub378\uc774 \uadf8 \ud6a8\uc6a9\uc131\uc744 \ud06c\uac8c \uc99d\uac00\uc2dc\ucf30\uc2b5\ub2c8\ub2e4.<\/p>\n<\/section>\n\n5. \ub525 \ub7ec\ub2dd\uacfc \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uacb0\ud569<\/h2>\n
\ub525 \ub7ec\ub2dd\uc774 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc11c \ud070 \ud601\uc2e0\uc744 \uc774\ub8ec \uc774\uc720\ub294 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \ucd94\ucd9c\ud558\uace0, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \ub192\uc740 \uc218\uc900\uc758 \uc5b8\uc5b4 \uc774\ud574\ub97c \uac00\ub2a5\ud558\uac8c \ud588\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uacfc\uac70\uc758 \uc804\ud1b5\uc801\uc778 \ubc29\ubc95\ub4e4\uc5d0 \ube44\ud574 \ub525 \ub7ec\ub2dd \ubaa8\ub378\uc740 \ub354 \ub192\uc740 \uc815\ud655\ub3c4\uc640 \uc720\uc5f0\uc131\uc744 \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
5.1 \uc2e4\uc6a9\uc801 \uc801\uc6a9 \uc0ac\ub840<\/h3>\n
\ub525 \ub7ec\ub2dd \uae30\ubc18\uc758 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uae30\uc220\uc740 \uc5ec\ub7ec \uc0b0\uc5c5\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uace0\uac1d \uc9c0\uc6d0\uc5d0\uc11c\uc758 \ucc57\ubd07, \ucf58\ud150\uce20 \ucd94\ucc9c \uc2dc\uc2a4\ud15c, \uc790\ub3d9 \ubc88\uc5ed \uc11c\ube44\uc2a4 \ub4f1\uc774 \uc774\uc5d0 \ud574\ub2f9\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc740 \uc0ac\uc6a9\uc790\uc5d0\uac8c \ub354 \ub098\uc740 \uacbd\ud5d8\uc744 \uc81c\uacf5\ud558\uba70 \ube44\uc988\ub2c8\uc2a4\uc758 \ud6a8\uc728\uc131\uc744 \ub192\uc774\ub294 \ub370 \uae30\uc5ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
5.2 \ud5a5\ud6c4 \ubc1c\uc804 \ubc29\ud5a5<\/h3>\n
\uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubd84\uc57c\ub294 \uc544\uc9c1 \ub9ce\uc740 \ubc1c\uc804 \uac00\ub2a5\uc131\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5b8\uc5b4\uc758 \ubcf5\uc7a1\uc131, \ub2e4\uc591\ud55c \ubb38\ud654\uc801 \ub9e5\ub77d, \ube44\uc5b8\uc5b4\uc801 \ucee4\ubba4\ub2c8\ucf00\uc774\uc158 \ub4f1\uc744 \ub354\uc6b1 \uc798 \uc774\ud574\ud558\uae30 \uc704\ud55c \uc5f0\uad6c\uac00 \uacc4\uc18d\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud5a5\ud6c4\uc5d0\ub294 \ub354\uc6b1 \ud6a8\uacfc\uc801\uc774\uace0 \ud0c1\uc6d4\ud55c \ubc29\uc2dd\uc73c\ub85c \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \uc2dc\uc2a4\ud15c\uc774 \uac1c\ubc1c\ub420 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n<\/section>\n\n6. \uacb0\ub860<\/h2>\n
\ub525 \ub7ec\ub2dd\uacfc \uba38\uc2e0 \ub7ec\ub2dd\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \ud575\uc2ec \uae30\uc220\ub85c \uc790\ub9ac \uc7a1\uc558\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc740 \uc0ac\ub78c\uacfc \uae30\uacc4 \uac04\uc758 \uc0c1\ud638\uc791\uc6a9\uc744 \ud601\uc2e0\uc801\uc73c\ub85c \uac1c\uc120\ud558\uace0 \uc788\uc73c\uba70, \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ud1b5\ud574 \uadf8 \uac00\ub2a5\uc131\uc744 \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uba38\uc2e0 \ub7ec\ub2dd\uacfc \ub525 \ub7ec\ub2dd\uc744 \uc774\ud574\ud558\ub294 \uac83\uc740 AI\uc758 \ubbf8\ub798\ub97c \uc0b4\ud3b4\ubcf4\ub294 \uc911\uc694\ud55c \uc5f4\uc1e0\uac00 \ub420 \uac83\uc785\ub2c8\ub2e4. \uc55e\uc73c\ub85c \uc774 \ubd84\uc57c\uc758 \ubc1c\uc804\uc774 \uc6b0\ub9ac \uc0dd\ud65c\uc5d0 \uc5b4\ub5a4 \ubcc0\ud654\ub97c \uac00\uc838\ub2e4\uc904\uc9c0 \uae30\ub300\ud569\ub2c8\ub2e4.<\/p>\n<\/section>\n<\/article>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
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