{"id":6266,"date":"2021-05-24T08:56:52","date_gmt":"2021-05-24T01:56:52","guid":{"rendered":"https:\/\/bap-software.net\/?p=6266"},"modified":"2024-06-18T14:34:09","modified_gmt":"2024-06-18T07:34:09","slug":"programming-languages","status":"publish","type":"post","link":"https:\/\/bap-software.net\/kr\/programming-languages\/","title":{"rendered":"AI \ubc0f \uba38\uc2e0 \ub7ec\ub2dd\uc744 \uc704\ud55c \uc720\ub9dd\ud55c 5\uac00\uc9c0 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4"},"content":{"rendered":"

\uc778\uacf5\uc9c0\ub2a5<\/a>(AI)\uacfc \uba38\uc2e0 \ub7ec\ub2dd<\/a>(ML)\uc740 \ubca0\ud2b8\ub0a8\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc804 \uc138\uacc4 \uc5ec\ub7ec \uc120\uc9c4\uad6d\uc5d0\uc11c\ub3c4 \ub192\uc740 \uc6b0\uc120\uc21c\uc704\ub97c \ub450\uace0 \uc788\ub294 \ubd84\uc57c\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubd84\uc57c\uc5d0 \uad00\uc2ec\uc774 \uc788\ub2e4\uba74, \uc2dc\uc791\ud560 \uc218 \uc788\ub294 \ub9ce\uc740 \uc5b8\uc5b4 \uc635\uc158\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ub610\ud55c, \uc790\uc2e0\uc758 \ud544\uc694\ub97c \uac00\uc7a5 \uc798 \ucda9\uc871\uc2dc\ud0a4\uace0 AI \ubc0f ML \ubd84\uc57c\uc5d0\uc11c \ubbf8\ub798\ub97c \ubcf4\uc7a5\ud560 \uc218 \uc788\ub294 \uc5b8\uc5b4\ub97c \uc120\ud0dd\ud558\ub294 \uc804\ub7b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774 \ub450 \ubd84\uc57c\ub97c \uc120\ub3c4\ud558\ub294 \uc0c1\uc704 5\uac1c \uc5b8\uc5b4\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

\"5<\/p>\n

1. Python<\/strong><\/h2>\n

Python\uc740 AI \ubc0f \uba38\uc2e0 \ub7ec\ub2dd \ubd84\uc57c\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \uc5b8\uc5b4\uc785\ub2c8\ub2e4. \ub2e8\uc21c\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub85c AI\ub97c \uc704\ud55c \uc120\ud0dd\uc758 \uc5b8\uc5b4\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

\ub2e4\ub978 \uc5b8\uc5b4\uc640 \ube44\uad50\ud588\uc744 \ub54c Python\uc740 \ubc30\uc6b0\uae30 \ube60\ub974\uace0 \uac1c\ubc1c \uc2dc\uac04\uc744 \ub2e8\ucd95\uc2dc\ud0a4\uba70, \uac1d\uccb4 \uc9c0\ud5a5, \ud568\uc218\ud615 \ubc0f \uc808\ucc28\uc801 \ud504\ub85c\uadf8\ub798\ubc0d\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \ub9ce\uc740 \uc0ac\ub78c\ub4e4\uc774 \uc774 \uc5b8\uc5b4\uc758 \uc778\uae30\ub85c \uc778\ud574 Python\uc73c\ub85c \uc2dc\uc791\ud558\uae30\ub85c \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/p>\n

Python\uc740 \ud65c\ubc1c\ud55c \uc9c0\uc6d0 \ucee4\ubba4\ub2c8\ud2f0\ub97c \uac00\uc9c0\uace0 \uc788\uc5b4, \uc628\ub77c\uc778 \ud29c\ud1a0\ub9ac\uc5bc, \ucf54\uc2a4, \ud3ec\ub7fc, \uc9c0\uc6d0 \uadf8\ub8f9 \ub4f1\uc744 \uc27d\uac8c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc9c0\uc2dd\uc744 \uc219\ub2ec\ud558\uace0 \ub2a5\uc219\ud558\uac8c \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

2. R<\/strong><\/h2>\n

R\uc740 \ud1b5\uacc4 \ub370\uc774\ud130 \ubd84\uc11d, \uc870\uc791 \ubc0f \ud3c9\uac00\ub97c \uc704\ud55c \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4. R\uc740 \uc77c\ubc18 \ubaa9\uc801\uc758 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub85c \uac00\uc7a5 \uc798 \uc54c\ub824\uc838 \uc788\uc9c0\ub9cc, \uba38\uc2e0 \ub7ec\ub2dd \ubc0f AI\uc5d0 \ud2b9\ud788 \uc801\ud569\ud55c \uba87 \uac00\uc9c0 \ud328\ud0a4\uc9c0\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc774 \ud328\ud0a4\uc9c0\uc5d0\ub294 RODBC, Gmodels, Class \ubc0f Tm\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud328\ud0a4\uc9c0\ub294 \ud2b9\ud788 \ube44\uc988\ub2c8\uc2a4 \uc9c0\ud5a5\uc801\uc778 \ubb38\uc81c\uc5d0 \ub300\ud55c \uba38\uc2e0 \ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \uad6c\ud604\uc744 \ub2e8\uc21c\ud654\ud569\ub2c8\ub2e4. \ucd08\ubcf4\uc790\uc5d0\uac8c\ub294 \ub2e4\uc18c \ubcf5\uc7a1\ud560 \uc218 \uc788\uc9c0\ub9cc, AI\uc5d0 \uc801\uc6a9\ud560 \ub54c \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n

3. Lisp<\/strong><\/h2>\n

Lisp\ub294 1958\ub144\uc5d0 \ub9cc\ub4e4\uc5b4\uc9c4 \uc774\ud6c4\ub85c AI \ubc0f \uba38\uc2e0 \ub7ec\ub2dd\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud574\uc654\uc2b5\ub2c8\ub2e4. \uc774\ub294 AI\uc758 \uc544\ubc84\uc9c0\uc778 John McCarthy\uc5d0 \uc758\ud574 \uac1c\ubc1c\ub418\uace0 \uc0ac\uc6a9\ub41c \uc5b8\uc5b4\uc785\ub2c8\ub2e4.<\/p>\n

Lisp\ub294 \ub6f0\uc5b4\ub09c \ud504\ub85c\ud1a0\ud0c0\uc774\ud551 \uae30\ub2a5\uacfc \uae30\ud638 \ud45c\ud604 \uc9c0\uc6d0 \ub4f1 AI\uc5d0 \uc801\ud569\ud55c \uc5ec\ub7ec \uac00\uc9c0 \uc7a5\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 Macsyma, DART, CYC\uc640 \uac19\uc740 \uc8fc\uc694 AI \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \uc0ac\uc6a9\ub418\ub294 \uac15\ub825\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc785\ub2c8\ub2e4.<\/p>\n

Lisp\ub294 \uae30\ud638 \uad6c\uc870\uc640 \ub2e4\uc6a9\ub3c4\ub85c \uc778\ud574 \uba38\uc2e0 \ub7ec\ub2dd\/ILP \ud558\uc704 \ubd84\uc57c\uc5d0\uc11c \uc8fc\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n

4. Prolog<\/strong><\/h2>\n

Prolog\uc740 AI \ud504\ub85c\uadf8\ub798\ubc0d\uc5d0\uc11c \ub9e4\uc6b0 \uc720\uc6a9\ud55c \uba87 \uac00\uc9c0 \uae30\ubcf8 \uba54\ucee4\ub2c8\uc998\uc744 \uac00\uc9c4 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4.<\/p>\n

\uc608\ub97c \ub4e4\uc5b4, \ud328\ud134 \ub9e4\uce6d, \uc790\ub3d9 \ubc31\ud2b8\ub798\ud0b9, \ud2b8\ub9ac \uae30\ubc18 \ub370\uc774\ud130 \uad6c\uc870\ud654 \uba54\ucee4\ub2c8\uc998\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n

\uc774\ub7ec\ud55c \uba54\ucee4\ub2c8\uc998\uc744 \uacb0\ud569\ud558\uba74 \uc791\uc5c5\uc5d0 \uc720\uc5f0\ud55c \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Prolog\ub294 AI \uc804\ubb38\uac00 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub418\uba70 \uc758\ub8cc \ud504\ub85c\uc81d\ud2b8\ub97c \uad6c\ud604\ud558\ub294 \ub370\uc5d0\ub3c4 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n

5. Java<\/strong><\/h2>\n

Java\ub3c4 \ud6cc\ub96d\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4. Java\ub294 AI \ud504\ub85c\uc81d\ud2b8\ub97c \uc2e4\ud589\ud558\ub294 \ub370 \ud544\uc694\ud55c \uace0\uae09 \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uac1d\uccb4 \uc9c0\ud5a5 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc785\ub2c8\ub2e4. \ud734\ub300\uc131\uc774 \ub6f0\uc5b4\ub098\uace0 \ub0b4\uc7a5\ub41c \uac00\ube44\uc9c0 \uceec\ub809\uc158 \uae30\ub2a5\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

Java \ucee4\ubba4\ub2c8\ud2f0\ub3c4 \uc7a5\uc810 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uc9c8\ubb38\uc774\ub098 \ubb38\uc81c\uac00 \uc788\uc744 \ub54c \ub9ce\uc740 \uc0ac\ub78c\ub4e4\uc774 \ub3c4\uc640\uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

Java\uc758 \uc0ac\uc6a9 \uc6a9\uc774\uc131\uacfc \ub514\ubc84\uae45 \uc6a9\uc774\uc131 \ub355\ubd84\uc5d0 AI \ud504\ub85c\uadf8\ub798\ubc0d\uc744 \ub354 \uc27d\uac8c \ub9cc\ub4e4 \uc218 \uc788\ub294 \uc720\uc5f0\ud55c \uc791\uc5c5 \ud658\uacbd\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

Java\uc758 \ud3ec\uad04\uc801\uc778 \uc11c\ube44\uc2a4\uc640 \uadf8\ub798\ud53d \ud45c\ud604 \uae30\ub2a5\uc740 \ub300\uaddc\ubaa8 \ud504\ub85c\uc81d\ud2b8\uc758 \uc6cc\ud06c\ud50c\ub85c\ub97c \ub2e8\uc21c\ud654\ud558\ub294 \ub370\ub3c4 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub9e4\ub825\uc801\uc778 \uadf8\ub798\ud53d \uc778\ud130\ud398\uc774\uc2a4\uac00 \uc131\uacf5\uc801\uc778 \ud504\ub85c\uc81d\ud2b8\uc758 \ud575\uc2ec\uc77c \ub54c Java\uac00 \ucd5c\uace0\uc758 \uc120\ud0dd\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

Source: itwork.vn; tma.vn<\/p>\n

<\/p>","protected":false},"excerpt":{"rendered":"

\uc778\uacf5\uc9c0\ub2a5(AI)\uacfc \uba38\uc2e0 \ub7ec\ub2dd(ML)\uc740 \ubca0\ud2b8\ub0a8\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc804 \uc138\uacc4 \uc5ec\ub7ec \uc120\uc9c4\uad6d\uc5d0\uc11c\ub3c4 \ub192\uc740 \uc6b0\uc120\uc21c\uc704\ub97c \ub450\uace0 \uc788\ub294 \ubd84\uc57c\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubd84\uc57c\uc5d0 \uad00\uc2ec\uc774 \uc788\ub2e4\uba74, \uc2dc\uc791\ud560 \uc218 \uc788\ub294 \ub9ce\uc740 \uc5b8\uc5b4 \uc635\uc158\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc790\uc2e0\uc758 \ud544\uc694\ub97c \uac00\uc7a5 \uc798 \ucda9\uc871\uc2dc\ud0a4\uace0 AI \ubc0f ML \ubd84\uc57c\uc5d0\uc11c \ubbf8\ub798\ub97c \ubcf4\uc7a5\ud560 \uc218 \uc788\ub294 \uc5b8\uc5b4\ub97c \uc120\ud0dd\ud558\ub294 \uc804\ub7b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774 \ub450 \ubd84\uc57c\ub97c \uc120\ub3c4\ud558\ub294 \uc0c1\uc704 5\uac1c \uc5b8\uc5b4\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. Python Python\uc740 AI \ubc0f \uba38\uc2e0 \ub7ec\ub2dd \ubd84\uc57c\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \uc5b8\uc5b4\uc785\ub2c8\ub2e4. \ub2e8\uc21c\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub85c AI\ub97c \uc704\ud55c \uc120\ud0dd\uc758 \uc5b8\uc5b4\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ub2e4\ub978 \uc5b8\uc5b4\uc640 \ube44\uad50\ud588\uc744 \ub54c Python\uc740 \ubc30\uc6b0\uae30 \ube60\ub974\uace0 \uac1c\ubc1c \uc2dc\uac04\uc744 \ub2e8\ucd95\uc2dc\ud0a4\uba70, \uac1d\uccb4 \uc9c0\ud5a5, \ud568\uc218\ud615 \ubc0f \uc808\ucc28\uc801 \ud504\ub85c\uadf8\ub798\ubc0d\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \ub9ce\uc740 \uc0ac\ub78c\ub4e4\uc774 \uc774 \uc5b8\uc5b4\uc758 \uc778\uae30\ub85c \uc778\ud574 Python\uc73c\ub85c \uc2dc\uc791\ud558\uae30\ub85c \uc120\ud0dd\ud569\ub2c8\ub2e4. Python\uc740 \ud65c\ubc1c\ud55c \uc9c0\uc6d0 \ucee4\ubba4\ub2c8\ud2f0\ub97c \uac00\uc9c0\uace0 \uc788\uc5b4, \uc628\ub77c\uc778 \ud29c\ud1a0\ub9ac\uc5bc, \ucf54\uc2a4, \ud3ec\ub7fc, \uc9c0\uc6d0 \uadf8\ub8f9 \ub4f1\uc744 \uc27d\uac8c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc9c0\uc2dd\uc744 \uc219\ub2ec\ud558\uace0 \ub2a5\uc219\ud558\uac8c \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. 2. R R\uc740 \ud1b5\uacc4 \ub370\uc774\ud130 \ubd84\uc11d, \uc870\uc791 \ubc0f \ud3c9\uac00\ub97c \uc704\ud55c \uc778\uae30 \uc788\ub294 \uc120\ud0dd\uc785\ub2c8\ub2e4. R\uc740 \uc77c\ubc18 \ubaa9\uc801\uc758 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub85c \uac00\uc7a5 \uc798 \uc54c\ub824\uc838 \uc788\uc9c0\ub9cc, \uba38\uc2e0 \ub7ec\ub2dd \ubc0f AI\uc5d0 \ud2b9\ud788 \uc801\ud569\ud55c \uba87 \uac00\uc9c0 \ud328\ud0a4\uc9c0\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud328\ud0a4\uc9c0\uc5d0\ub294 RODBC, Gmodels, Class \ubc0f Tm\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud328\ud0a4\uc9c0\ub294 \ud2b9\ud788 \ube44\uc988\ub2c8\uc2a4 \uc9c0\ud5a5\uc801\uc778 \ubb38\uc81c\uc5d0 \ub300\ud55c \uba38\uc2e0 \ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \uad6c\ud604\uc744 \ub2e8\uc21c\ud654\ud569\ub2c8\ub2e4. \ucd08\ubcf4\uc790\uc5d0\uac8c\ub294 \ub2e4\uc18c \ubcf5\uc7a1\ud560 \uc218 \uc788\uc9c0\ub9cc, AI\uc5d0 \uc801\uc6a9\ud560 \ub54c \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4. 3. Lisp Lisp\ub294 1958\ub144\uc5d0 \ub9cc\ub4e4\uc5b4\uc9c4 \uc774\ud6c4\ub85c AI \ubc0f \uba38\uc2e0 \ub7ec\ub2dd\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud574\uc654\uc2b5\ub2c8\ub2e4. \uc774\ub294 AI\uc758 \uc544\ubc84\uc9c0\uc778 John McCarthy\uc5d0 \uc758\ud574 \uac1c\ubc1c\ub418\uace0 \uc0ac\uc6a9\ub41c \uc5b8\uc5b4\uc785\ub2c8\ub2e4. Lisp\ub294 \ub6f0\uc5b4\ub09c \ud504\ub85c\ud1a0\ud0c0\uc774\ud551 \uae30\ub2a5\uacfc \uae30\ud638 \ud45c\ud604 \uc9c0\uc6d0 \ub4f1 AI\uc5d0 \uc801\ud569\ud55c \uc5ec\ub7ec \uac00\uc9c0 \uc7a5\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 Macsyma, DART, CYC\uc640 \uac19\uc740 \uc8fc\uc694 AI \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \uc0ac\uc6a9\ub418\ub294 \uac15\ub825\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc785\ub2c8\ub2e4. Lisp\ub294 \uae30\ud638 \uad6c\uc870\uc640 \ub2e4\uc6a9\ub3c4\ub85c \uc778\ud574 \uba38\uc2e0 \ub7ec\ub2dd\/ILP \ud558\uc704 \ubd84\uc57c\uc5d0\uc11c \uc8fc\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. 4. Prolog Prolog\uc740 AI \ud504\ub85c\uadf8\ub798\ubc0d\uc5d0\uc11c \ub9e4\uc6b0 \uc720\uc6a9\ud55c \uba87 \uac00\uc9c0 \uae30\ubcf8 \uba54\ucee4\ub2c8\uc998\uc744 \uac00\uc9c4 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud328\ud134 \ub9e4\uce6d, \uc790\ub3d9 \ubc31\ud2b8\ub798\ud0b9, \ud2b8\ub9ac \uae30\ubc18 \ub370\uc774\ud130 \uad6c\uc870\ud654 \uba54\ucee4\ub2c8\uc998\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uba54\ucee4\ub2c8\uc998\uc744 \uacb0\ud569\ud558\uba74 \uc791\uc5c5\uc5d0 \uc720\uc5f0\ud55c \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Prolog\ub294 AI \uc804\ubb38\uac00 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub418\uba70 \uc758\ub8cc \ud504\ub85c\uc81d\ud2b8\ub97c \uad6c\ud604\ud558\ub294 \ub370\uc5d0\ub3c4 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4. 5. Java Java\ub3c4 \ud6cc\ub96d\ud55c \uc120\ud0dd\uc785\ub2c8\ub2e4. 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