{"id":38637,"date":"2025-06-17T23:35:33","date_gmt":"2025-06-18T02:35:33","guid":{"rendered":"https:\/\/mastertrend.info\/?p=38637"},"modified":"2026-01-03T18:55:15","modified_gmt":"2026-01-03T21:55:15","slug":"%eb%a8%b8%ec%8b%a0%eb%9f%ac%eb%8b%9d%ec%97%90%ec%84%9c%ec%9d%98-%ed%8c%8c%ec%9d%b4%ec%8d%ac","status":"publish","type":"post","link":"https:\/\/mastertrend.info\/ko\/python-en-machine-learning\/","title":{"rendered":"\uba38\uc2e0 \ub7ec\ub2dd\uc5d0\uc11c\uc758 Python: \ucd5c\uace0\uc758 \ub77c\uc774\ube0c\ub7ec\ub9ac 9\uac00\uc9c0\ub97c \ub9cc\ub098\ubcf4\uc138\uc694 \ud83d\udcda\u2728"},"content":{"rendered":"

\uba38\uc2e0\ub7ec\ub2dd\uc5d0\uc11c\uc758 \ud30c\uc774\uc36c: \uc9c0\uae08 \ub2f9\uc7a5 \ub9c8\uc2a4\ud130\ud574\uc57c \ud558\ub294 7\uac00\uc9c0 \uc774\uc720! \ud83e\udd16\ud83d\udd25<\/h2>\n
\n

\ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc778 \ud30c\uc774\uc36c\uc740 \uc9c0\ub09c 30\ub144 \ub3d9\uc548 \uc815\ubcf4 \uae30\uc220(IT) \uc138\uacc4\uc5d0 \ud601\uba85\uc744 \uc77c\uc73c\ucf30\uc2b5\ub2c8\ub2e4. \ud30c\uc774\uc36c\uc740 \uac70\ub300\ud55c \uc628\ub77c\uc778 \ub3c4\ubc15 \uc2dc\uc7a5\uc744 \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc778\ud130\ub137 \uad00\ub828 \uc0b0\uc5c5\uc758 \ubc1c\uc804\uc5d0 \uc5ec\ub7ec \uce21\uba74\uc5d0\uc11c \uae30\uc5ec\ud588\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc774\ub294 \ud30c\uc774\uc36c\uc758 \ud601\uc2e0\uc801\uc778 \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \ube59\uc0b0\uc758 \uc77c\uac01\uc5d0 \ubd88\uacfc\ud569\ub2c8\ub2e4. \ud83c\udf10\u2728<\/p>\n

\ud30c\uc774\uc36c \ud504\ub85c\uadf8\ub798\ubc0d\uc774 \uba38\uc2e0\ub7ec\ub2dd(ML)\uc5d0 \ud1b5\ud569\ub418\uba74\uc11c IT\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc774 \uac15\ud654\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc810\uc810 \ub354 \ub9ce\uc740 \uba38\uc2e0\ub7ec\ub2dd \uc804\ubb38\uac00\ub4e4\uc774 \uc6f9 \uac1c\ubc1c, \uc138\ubd84\ud654, \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc124\uacc4, \ud504\ub85c\uc138\uc2a4 \uc790\ub3d9\ud654\ub97c \uc704\ud574 \uc774 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub4e4\uc774 \ud30c\uc774\uc36c\uc758 \uad6c\ubb38\uc744 \ub2e4\ub978 \uc5b8\uc5b4\uc640 \ud1b5\ud569\ud558\ub294 \uac83\ub3c4 \ub2f9\uc5f0\ud55c \uc77c\uc785\ub2c8\ub2e4. \uc778\uacf5\uc9c0\ub2a5<\/a> (AI)\ubfd0\ub9cc \uc544\ub2c8\ub77c \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \ud504\ub85c\uc81d\ud2b8\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud83e\udd16\ud83d\udca1<\/p>\n

\uadf8\ub807\ub2e4\uba74 \ud30c\uc774\uc36c\uc744 \uba38\uc2e0 \ub7ec\ub2dd\uc5d0 \uc774\uc0c1\uc801\uc778 \uc5b8\uc5b4\ub85c \ub9cc\ub4dc\ub294 \uac83\uc740 \ubb34\uc5c7\uc77c\uae4c\uc694? \uadf8\ub9ac\uace0 \uc774 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub294 \uae30\uc220 \uc804\ubc18\uc5d0\uc11c \uc5b4\ub5a4 \uc5ed\ud560\uc744 \ud560\uae4c\uc694? \uc624\ub298\uc758 \uc885\ud569 \uac00\uc774\ub4dc\uc5d0\uc11c \uc7a0\uc2dc \uc2dc\uac04\uc744 \ub0b4\uc5b4 \ubaa8\ub4e0 \uc9c8\ubb38\uc5d0 \ub300\ud55c \ub2f5\uc744 \ucc3e\uc544\ubcf4\uc138\uc694. \ud83d\udd52\ud83d\udcdd<\/p>\n

<\/span>\"\uba38\uc2e0\ub7ec\ub2dd\uc5d0\uc11c\uc758\uba38\uc2e0\ub7ec\ub2dd\uc5d0 \ud30c\uc774\uc36c\uc744 \uc0ac\uc6a9\ud558\ub294 \uc774\uc720\ub294?<\/strong><\/h2>\n

\ub2e4\uc74c\uacfc \uac19\uc740 \uce21\uba74\uacfc \uc54c\uace0\ub9ac\uc998 \ub355\ubd84\uc5d0 Python\uc740 \uc624\ub298\ub0a0\uc758 \ud504\ub85c\uc81d\ud2b8 \uad6c\ud604\uc5d0 \uc801\ud569\ud55c \uc120\ud0dd\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

<\/span>\ub2e8\uc21c\uc131\uacfc \uc77c\uad00\uc131<\/strong><\/h3>\n

\uc774 \uace0\uae09 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc AI \uc54c\uace0\ub9ac\uc998\uc744 \uad6c\uc131\ud558\ub294 \ubcf5\uc7a1\ud55c \uc608\uce21 \uae30\uc220\uc744 \uac04\uc18c\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uba85\ud655\ud55c \ucf54\ub4dc\uc640 \uad11\ubc94\uc704\ud55c \uba38\uc2e0\ub7ec\ub2dd \uc804\uc6a9 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub610\ud55c \uc77c\uad00\uc131 \uc788\uace0 \uc9c1\uad00\uc801\uc774\uba70 \ubc30\uc6b0\uae30 \uc27d\uc2b5\ub2c8\ub2e4. \uc774\uac83\uc774 \ubc14\ub85c \uc774 \uc5b8\uc5b4\uac00 \uac00\uc7a5 \uc778\uae30 \uc788\ub294 \uae30\uc220 \uc911 3\uc704\ub97c \ucc28\uc9c0\ud558\ub294 \uc774\uc720\uc785\ub2c8\ub2e4. \ud83d\udcca\ud83d\udc4c<\/p>\n

<\/span>\uad11\ubc94\uc704\ud55c \ud504\ub808\uc784\uc6cc\ud06c \ubc0f \ub77c\uc774\ube0c\ub7ec\ub9ac<\/strong><\/h3>\n

ML \ubc0f AI \uc54c\uace0\ub9ac\uc998\uc744 \uad6c\ud604\ud558\ub294 \uac83\uc740 \ubcf5\uc7a1\ud558\uace0 \uc2dc\uac04\uc774 \ub9ce\uc774 \uac78\ub9ac\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \ucd5c\uace0\uc758 \ucf54\ub529 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\ub824\uba74 \uac04\uacb0\ud558\uace0 \uc798 \uad6c\uc131\ub41c \ud658\uacbd\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ub2e4\ud589\ud788 SciPy\ub098 NumPy\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 PyTorch\uc640 \uac19\uc740 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc0ac\uc6a9\ud558\uba74 \uc77c\uc0c1\uc801\uc778 \uc791\uc5c5\uc744 \ud574\uacb0\ud558\uace0 \uc2dc\uac04\uc744 \uc808\uc57d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub2e4\uc591\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 ML \ubc0f AI \ud504\ub85c\uc81d\ud2b8 \ubaa8\ub450\uc5d0 \uc801\ud569\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \u23f1\ufe0f\ud83d\udd27<\/p>\n

<\/span>\ud50c\ub7ab\ud3fc \ub3c5\ub9bd\uc131<\/strong><\/h3>\n

Python \uae30\ubc18 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc194\ub8e8\uc158\uc740 \ub2e4\uc591\ud55c \uc6b4\uc601 \uccb4\uc81c \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc2e4\ud589\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c Python ML\uc744 \uc0ac\uc6a9\ud558\uba74 \ub354\uc6b1 \ud3b8\ub9ac\ud558\uac8c \uc791\uc5c5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud83d\udcbb\ud83c\udf0d<\/p>\n

\ud6cc\ub96d\ud55c \ucee4\ubba4\ub2c8\ud2f0<\/strong><\/h3>\n

\ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ucf54\ub529 \uc5b8\uc5b4\uc758 \ud2b9\uc131 \ub355\ubd84\uc5d0 \ubc29\ub300\ud55c \ucee4\ubba4\ub2c8\ud2f0\ub97c \ubcf4\uc720\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c ML \uac1c\ubc1c\uc5d0 \ud544\uc694\ud55c \uac70\uc758 \ubaa8\ub4e0 \uc815\ubcf4\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ucee4\ubba4\ub2c8\ud2f0 \ud50c\ub7ab\ud3fc\uc5d0 \uc9c8\ubb38\uc744 \uac8c\uc2dc\ud560 \ub54c\ub9c8\ub2e4 \uc5b8\uc81c\ub4e0\uc9c0 \ub2f5\ubcc0\uacfc \uc9c0\uc6d0\uc744 \ubc1b\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud83e\udd1d\ud83d\udc69\u200d\ud83d\udcbb<\/p>\n

<\/span>\uc218\uce58 \uacc4\uc0b0\uc5d0 \ub300\ud55c \uad11\ubc94\uc704\ud55c \uc9c0\uc6d0<\/strong><\/h3>\n

Python\uc758 ML \ubc0f NLP \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \ub0b4\uc7a5\ub41c \uc218\ud559 \ud568\uc218, \uc790\ub8cc \uad6c\uc870 \ubc0f \ud559\uc2b5 \uc54c\uace0\ub9ac\uc998\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ubaa8\ub4e0 \uac83\uc774 \uc218\uce58 \uacc4\uc0b0\uc744 \uac04\uc18c\ud654\ud558\uace0 \ud6a8\uc728\uc131\uc744 \ub192\uc5ec\uc90d\ub2c8\ub2e4. \ud83d\udcc8\ud83d\udd0d<\/p>\n

<\/span>\ud30c\uc774\uc36c\uc73c\ub85c \ub9cc\ub4e0 \ucd5c\uace0\uc758 \uba38\uc2e0\ub7ec\ub2dd \ub77c\uc774\ube0c\ub7ec\ub9ac<\/strong><\/h2>\n

\ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \ud2b9\uc815 \ubaa9\ud45c\ub97c \ub2ec\uc131\ud558\ub294 \ub370 \ud544\uc694\ud55c \ud575\uc2ec \uc804\ub7b5\ub4e4\uc758 \ubaa8\uc74c\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud30c\uc774\uc36c\uc73c\ub85c \uc791\uc131\ub41c \uac10\uc815 \ubd84\uc11d \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \uace0\ud488\uc9c8 \ub514\uc9c0\ud138 \ud14d\uc2a4\ud2b8 \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud558\ub294 \ub370 \ud544\uc694\ud55c \ubaa8\ub4e0 \ub9ac\uc18c\uc2a4\ub97c \ud3ec\ud568\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub9ac\uace0 \uc774\uac83\uc740 \uadf8 \uc911 \ud558\ub098\uc77c \ubfd0\uc785\ub2c8\ub2e4. \ud30c\uc774\uc36c\uc740 \ubb34\uad81\ubb34\uc9c4\ud55c \ub9ac\uc18c\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 9\uac00\uc9c0 \uba38\uc2e0\ub7ec\ub2dd \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \uadf8 \uc0ac\uc6a9 \uc0ac\ub840\uc785\ub2c8\ub2e4. \ud83d\udcca\ud83d\udcda<\/p>\n

<\/span>\uc0ac\uc774\ud0b7\ub7f0<\/strong><\/h3>\n

Scikit-Learn(\ub610\ub294 Sklearn)\uc740 Python\uc73c\ub85c \uc81c\uc791\ub41c \uc778\uae30 \uc788\ub294 \ubb34\ub8cc ML \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4. \uc774 \uc624\ud508\uc18c\uc2a4 \ub3c4\uad6c\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \ucd08\ubcf4\uc790\ub4e4\uc5d0\uac8c \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. Iris\uc640 \uac19\uc740 \uae30\uc131 \ubaa8\ub378\uacfc \ub370\uc774\ud130\uc14b\uc744 \uc81c\uacf5\ud558\uc5ec \ube60\ub978 \uc2dc\uc791\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc219\ub828\ub41c \uc804\ubb38\uac00\ub4e4\uc740 \uad50\ucc28 \uac80\uc99d \ubc0f \uc804\ucc98\ub9ac\uc640 \uac19\uc740 \uace0\uae09 \uad6c\uc131 \uc694\uc18c\uc5d0 \ub300\ud55c \uac15\ub825\ud55c \uc9c0\uc6d0\ub3c4 \ub192\uc774 \ud3c9\uac00\ud569\ub2c8\ub2e4. \uad6c\ub9e4 \ud589\ub3d9\uc744 \uae30\ubc18\uc73c\ub85c \uace0\uac1d\uc744 \uc138\ubd84\ud654\ud558\ub824\uba74 Scikit-Learn\uc744 \uc120\ud0dd\ud558\uc138\uc694. \ud83d\udecd\ufe0f\ud83d\udcc8<\/p>\n

<\/span>\ud150\uc11c\ud50c\ub85c\uc6b0<\/strong><\/h3>\n

\uc774 \ubb34\ub8cc \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 Google Brain \ud300\uc758 \uc544\uc774\ub514\uc5b4\ub85c \ud0c4\uc0dd\ud588\uc2b5\ub2c8\ub2e4. 2015\ub144 \ub525\ub7ec\ub2dd \ubaa8\ub378 \uc0dd\uc131 \ud504\ub808\uc784\uc6cc\ud06c\ub85c \ucd9c\uc2dc\ub41c \uc774\ud6c4 \ub110\ub9ac \uc778\uae30\ub97c \uc5bb\uc5c8\uc2b5\ub2c8\ub2e4. \uc8fc\ub85c \uc0ac\uc6a9\uc790\uac00 AI \ubc0f \ub525\ub7ec\ub2dd \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uac1c\ubc1c\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \uc774 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud558\ub824\uba74 \ub525\ub7ec\ub2dd\uc5d0 \ub300\ud55c \uae4a\uc740 \uc774\ud574\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \uc804\uc790\uc0c1\uac70\ub798 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uace0\uac1d\uc744 \uc704\ud55c \uac1c\uc778\ud654\ub41c \ucf58\ud150\uce20\uc640 \ucd94\ucc9c\uc744 \uc81c\uc791\ud558\ub294 \ub370 \uc774\uc0c1\uc801\uc778 \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \ud83d\uded2\ud83d\udcbb<\/p>\n

<\/span>\ucf00\ub77c\uc2a4<\/strong><\/h3>\n

Google\uc5d0\uc11c \uac1c\ubc1c\ud55c \uc774 \uc624\ud508\uc18c\uc2a4 Python \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 TensorFlow \ubc0f \ud3ec\uad04\uc801\uc778 \uc2e0\uacbd\ub9dd \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640\uc758 \uae34\ubc00\ud55c \ud1b5\ud569\uc73c\ub85c \uc778\uae30\uac00 \ub192\uc2b5\ub2c8\ub2e4. Keras\ub294 \ubaa8\ub4c8\uc2dd\uc758 \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 \ub514\uc790\uc778\uc744 \uc81c\uacf5\ud558\uba70, Google\uc740 \uc0ac\uc6a9\uc790\uac00 ML \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc2e4\ud5d8\ud558\uace0, \ud504\ub85c\ud1a0\ud0c0\uc785\uc744 \ub9cc\ub4e4\uace0, \uc81c\uc791\ud560 \uc218 \uc788\ub3c4\ub85d \uc774 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uac1c\ubc1c\ud588\uc2b5\ub2c8\ub2e4. \ub85c\ubd07 \uc81c\uc5b4\ub098 \uac8c\uc784 \ub4f1 \uac15\ud654 \ud559\uc2b5 \uc5d0\uc774\uc804\ud2b8\uc758 \ud2b9\uc815 \ubaa9\ud45c\ub97c \ucd5c\uc801\ud654\ud558\ub824\ub294 \uacbd\uc6b0 Keras\ub97c \uc120\ud0dd\ud558\uc138\uc694. \ud83c\udfae\ud83e\udd16<\/p>\n

<\/span>\ud30c\uc774\ud1a0\uce58<\/strong><\/h3>\n

\uc774 \ud504\ub808\uc784\uc6cc\ud06c\ub294 Lua\ub85c \uc791\uc131\ub41c \uacfc\ud559 \ucef4\ud4e8\ud305 \ubc0f \uba38\uc2e0\ub7ec\ub2dd \ud504\ub808\uc784\uc6cc\ud06c\uc778 Torch \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \ub530\ub985\ub2c8\ub2e4. \ud398\uc774\uc2a4\ubd81 AI \uc5f0\uad6c\uc2e4\uc5d0\uc11c \uc5b8\uc5b4 \ucc98\ub9ac \ubc0f \uc774\ubbf8\uc9c0 \uc2dd\ubcc4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc9c0\uc6d0\ud558\uae30 \uc704\ud574 \uac1c\ubc1c\ub418\uc5c8\uc2b5\ub2c8\ub2e4. PyTorch\ub294 \uac1d\uccb4 \uac10\uc9c0 \ubc0f \uc774\ubbf8\uc9c0 \ubd84\ub958 \uc791\uc5c5\uc744 \ud558\ub294 \ubaa8\ub4e0 \uc0ac\ub78c\uc5d0\uac8c \uc801\ud569\ud569\ub2c8\ub2e4. \ud83d\udcf7\ud83e\udde0<\/p>\n

<\/span>\ud32c\ub354<\/strong><\/h3>\n

\ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc870\uc791\uc740 \ucd08\ubcf4\uc790\uc640 \uc219\ub828\ub41c \uc804\ubb38\uac00 \ubaa8\ub450\uc5d0\uac8c \uc778\uae30 \uc788\ub294 \uc774 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 \ud575\uc2ec\uc785\ub2c8\ub2e4. \uc774 \ud504\ub808\uc784\uc6cc\ud06c\ub294 \ub370\uc774\ud130 \uc870\uc791\uc744 \uc6a9\uc774\ud558\uac8c \ud558\ub294 \uc720\uc6a9\ud55c \ub370\uc774\ud130 \uad6c\uc870\uc640 \ud568\uc218\ub97c \uc81c\uacf5\ud558\uc5ec \ubaa8\ub378 \ud559\uc2b5, \ud14c\uc2a4\ud2b8 \ubc0f \ubd84\uc11d\uc744 \uc704\ud55c \ub9ac\uc18c\uc2a4\ub97c \ub354\uc6b1 \uc27d\uac8c \uc900\ube44\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \uc804\ucc98\ub9ac\ub97c \uc6d0\ud558\ub294 \uacbd\uc6b0, Pandas\ub294 \uc6d0\uc2dc \ub370\uc774\ud130\ub97c \ubcc0\ud658 \ubc0f \uc815\ub9ac\ud558\uace0 \ubaa8\ub378 \ud559\uc2b5\uc744 \uc704\ud574 \uc900\ube44\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud83d\udcca\ud83d\udd04<\/p>\n

<\/span>\ub118\ud30c\uc774<\/strong><\/h3>\n

\uc774 \uc218\uce58 \uacc4\uc0b0 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 ML \ubc0f \ub370\uc774\ud130 \uacfc\ud559 \ud504\ub85c\uc81d\ud2b8\uc5d0 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uacfc\ud559 \ucef4\ud4e8\ud305\uc5d0 \ub3c4\uc6c0\uc774 \ub418\ub294 \uad11\ubc94\uc704\ud55c \uc218\ud559 \ud568\uc218\uc640 \uac1d\uccb4\ub97c \uc81c\uacf5\ud558\uba70, \ub2e4\ub978 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640\ub3c4 \uc6d0\ud65c\ud558\uac8c \uc5f0\ub3d9\ub429\ub2c8\ub2e4. \ub354\uc6b1\uc774 \uc774 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 Pandas\uc640 \uac19\uc740 \ub77c\uc774\ube0c\ub7ec\ub9ac \ub4a4\uc5d0\uc11c \uc2e4\ud589\ub418\uc5b4 \ub370\uc774\ud130 \ucc98\ub9ac\uc5d0 \ud6a8\uc728\uc801\uc774\uace0 \ube60\ub978 \ud574\uacb0\ucc45\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ud83e\uddee\u2699\ufe0f<\/p>\n

<\/span>\ub9f7\ud50c\ub86f\ub9bd<\/strong><\/h3>\n

\ub9f7\ud50c\ub86f\ub9bd<\/a> Matplotlib\uc740 Python\uc758 \ud50c\ub85c\ud305 \ub77c\uc774\ube0c\ub7ec\ub9ac \uc5ed\ud560\uc744 \ud558\ubbc0\ub85c, \ub370\uc774\ud130 \ubd84\uc11d, \ubaa8\ub378 \ucd9c\ub825 \ubc0f \uae30\ud0c0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ub300\ud55c \uc720\uc775\ud55c \uc2dc\uac01\ud654\ub97c \uc0dd\uc131\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc774 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 NumPy\uc640 \ud568\uaed8 \uc0ac\uc6a9\ud558\uc5ec \uc2dc\uac01\ud654 \ubc30\uc5f4\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Matplotlib\uc740 \ud2b9\uc9d5 \uc911\uc694\ub3c4 \uc810\uc218\ub97c \ud45c\uc2dc\ud558\uc5ec ML \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c\ub3c4 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ubaa8\ub378 \uc608\uce21\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \ud2b9\uc9d5\uc744 \ud30c\uc545\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud83d\udcc8\ud83d\uddbc\ufe0f<\/p>\n

<\/span>\uc2dc\ubcf8<\/strong><\/h3>\n

\ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \uc704\ud574 \uc120\ud0dd\ud574\uc57c \ud560 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4. Matplotlib \ud504\ub808\uc784\uc6cc\ud06c\ub97c \ub530\ub974\uba70, \ud1b5\uacc4\uc801 \uad00\uc810\uacfc \ubbf8\uc801 \uac10\uac01\uc744 \ubaa8\ub450 \uac16\ucd98 \ubcf5\uc7a1\ud558\uace0 \ub9e4\ub825\uc801\uc778 \uc2dc\uac01\ud654\ub97c \uc81c\uc791\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \ub354 \uc801\uc740 \ucf54\ub4dc\ub85c \uad6c\ud604\ud560 \uc218 \uc788\uc73c\uba70 Pandas\uc640 \uc6d0\ud65c\ud558\uac8c \uc5f0\ub3d9\ub429\ub2c8\ub2e4. \ub610\ud55c, \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0 Seaborn\uc744 \uc801\uc6a9\ud558\uc5ec ML \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uae30 \uc804\uc5d0 \ub370\uc774\ud130\ub97c \ub354\uc6b1 \uae4a\uc774 \uc788\uac8c \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud83d\udcca\ud83c\udfa8<\/p>\n

<\/span>\ub2e4\uc74c ML \ud504\ub85c\uc81d\ud2b8\uc5d0 Python\uc744 \ud3ec\ud568\ud560 \ub54c\uac00 \uc654\uc2b5\ub2c8\ub2e4!<\/strong><\/h2>\n

\ud30c\uc774\uc36c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub294 \ud604\ub300 \ud504\ub85c\uadf8\ub798\uba38\ub4e4\uc758 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubc0f \uba38\uc2e0\ub7ec\ub2dd(ML) \uc791\uc5c5\uc5d0 \uc810\uc810 \ub354 \ub9ce\uc740 \ub3c4\uc6c0\uc744 \uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub300\ubd80\ubd84\uc758 \uc0ac\uc6a9\uc790\ub294 \ud30c\uc774\uc36c\uc758 \ub2e8\uc21c\uc131, \ud65c\ubc1c\ud55c \ucee4\ubba4\ub2c8\ud2f0, \uadf8\ub9ac\uace0 \uad11\ubc94\uc704\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac \uc9c0\uc6d0\uc744 \uce6d\ucc2c\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c ML \ud504\ub85c\uc81d\ud2b8\ub97c \uacc4\ud68d\ud558\uace0 \uc788\ub2e4\uba74 \uc774 \uae00\uc5d0\uc11c \ub2e4\ub8e8\ub294 \ub77c\uc774\ube0c\ub7ec\ub9ac\ubd80\ud130 \uc2dc\uc791\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4. \ucd5c\uc0c1\uc758 \uacb0\uacfc\ub97c \uc5bb\uc73c\ub824\uba74 \ub370\uc774\ud130 \ud06c\uae30, \ubcf5\uc7a1\uc131, \uadf8\ub9ac\uace0 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d\uc744 \uace0\ub824\ud558\uc138\uc694. \ud83d\ude80\ud83d\udcc8<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"

\uba38\uc2e0 \ub7ec\ub2dd\uc5d0\uc11c Python\uc740 IT \ud601\uc2e0\uc758 \ud575\uc2ec\uc785\ub2c8\ub2e4. \ud83d\ude80\ud83e\udd13 \uc804\ubb38\uac00\ub4e4\uc774 Python\uc744 \uc120\ud0dd\ud558\ub294 \uc774\uc720\uc640 \uc624\ub298\ubd80\ud130 \uc2dc\uc791\ud558\ub294 \ubc29\ubc95\uc744 \uc54c\uc544\ubcf4\uc138\uc694.<\/p>","protected":false},"author":1,"featured_media":51774,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","iawp_total_views":6,"jnews-multi-image_gallery":[],"jnews_single_post":{"format":"standard","override":[{"template":"1","parallax":"1","fullscreen":"1","layout":"right-sidebar","sidebar":"default-sidebar","second_sidebar":"default-sidebar","sticky_sidebar":"1","share_position":"top","share_float_style":"share-monocrhome","show_share_counter":"1","show_view_counter":"1","show_featured":"1","show_post_meta":"1","show_post_author":"1","show_post_author_image":"1","show_post_date":"1","post_date_format":"default","post_date_format_custom":"Y\/m\/d","show_post_category":"1","show_post_reading_time":"1","post_reading_time_wpm":"300","post_calculate_word_method":"str_word_count","show_zoom_button":"1","zoom_button_out_step":"2","zoom_button_in_step":"3","show_post_tag":"1","show_prev_next_post":"1","show_popup_post":"1","number_popup_post":"1","show_author_box":"1","show_post_related":"0","show_inline_post_related":"0"}],"image_override":[{"single_post_thumbnail_size":"crop-500","single_post_gallery_size":"crop-500"}],"trending_post_position":"meta","trending_post_label":"Trending","sponsored_post_label":"Sponsored by","disable_ad":"0","subtitle":""},"jnews_primary_category":[],"jnews_social_meta":[],"jnews_review":[],"enable_review":"","type":"percentage","name":"","summary":"","brand":"","sku":"","good":[],"bad":[],"score_override":"","override_value":"","rating":[],"price":[],"jnews_override_counter":{"view_counter_number":"0","share_counter_number":"0","like_counter_number":"0","dislike_counter_number":"0"},"footnotes":""},"categories":[880],"tags":[1445,1622,1558],"class_list":["post-38637","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ia","tag-evergreencontent","tag-innovacion","tag-techtips"],"_links":{"self":[{"href":"https:\/\/mastertrend.info\/ko\/wp-json\/wp\/v2\/posts\/38637","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mastertrend.info\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mastertrend.info\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mastertrend.info\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mastertrend.info\/ko\/wp-json\/wp\/v2\/comments?post=38637"}],"version-history":[{"count":11,"href":"https:\/\/mastertrend.info\/ko\/wp-json\/wp\/v2\/posts\/38637\/revisions"}],"predecessor-version":[{"id":104159,"href":"https:\/\/mastertrend.info\/ko\/wp-json\/wp\/v2\/posts\/38637\/revisions\/104159"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mastertrend.info\/ko\/wp-json\/wp\/v2\/media\/51774"}],"wp:attachment":[{"href":"https:\/\/mastertrend.info\/ko\/wp-json\/wp\/v2\/media?parent=38637"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mastertrend.info\/ko\/wp-json\/wp\/v2\/categories?post=38637"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mastertrend.info\/ko\/wp-json\/wp\/v2\/tags?post=38637"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}