{"id":477757,"date":"2023-08-09T09:19:52","date_gmt":"2023-08-09T09:19:52","guid":{"rendered":""},"modified":"2023-09-05T11:15:22","modified_gmt":"2023-09-05T11:15:22","slug":"jupyter-notebook","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/kr\/wiki\/jupyter-notebook\/","title":{"rendered":"\uc8fc\ud53c\ud130 \ub178\ud2b8\ubd81"},"content":{"rendered":"

Jupyter Notebook\uc740 \ub370\uc774\ud130 \ubd84\uc11d, \uacfc\ud559 \uc5f0\uad6c, \uae30\uacc4 \ud559\uc2b5 \ubc0f \uad50\uc721\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ub300\ud654\ud615 \ucef4\ud4e8\ud305 \ud658\uacbd\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \ub77c\uc774\ube0c \ucf54\ub4dc, \uc2dc\uac01\ud654, \uc124\uba85 \ud14d\uc2a4\ud2b8 \ubc0f \uc218\ud559 \ubc29\uc815\uc2dd\uc774 \ud3ec\ud568\ub41c \ubb38\uc11c\ub97c \uc0dd\uc131\ud558\uace0 \uacf5\uc720\ud560 \uc218 \uc788\ub294 \uc6f9 \uae30\ubc18 \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Jupyter Notebook\uc740 \uc0ac\uc6a9\uc790\uac00 \ub370\uc774\ud130\ub97c \ub300\ud654\ud615\uc73c\ub85c \ud0d0\uc0c9\ud558\uace0 \ubd84\uc11d\ud560 \uc218 \uc788\ub294 \ub2e4\ubaa9\uc801 \ub3c4\uad6c\ub85c, \uc5f0\uad6c\uc6d0, \ub370\uc774\ud130 \uacfc\ud559\uc790, \uac1c\ubc1c\uc790 \ubaa8\ub450\uc5d0\uac8c \ud544\uc218\uc801\uc778 \uc790\uc0b0\uc785\ub2c8\ub2e4.<\/p>\n

Jupyter Notebook\uc758 \uc720\ub798\uc640 \ucd5c\ucd08 \uc5b8\uae09\uc758 \uc5ed\uc0ac<\/h2>\n

Jupyter Notebook\uc758 \ubfcc\ub9ac\ub294 2001\ub144 Fernando P\u00e9rez\uac00 \uc2dc\uc791\ud55c IPython \ud504\ub85c\uc81d\ud2b8\ub85c \uac70\uc2ac\ub7ec \uc62c\ub77c\uac11\ub2c8\ub2e4. IPython\uc740 Python\uc6a9 \ub300\ud654\ud615 \uc178\ub85c \uac1c\ubc1c\ub418\uc5b4 \ud45c\uc900 Python \uc178\uc5d0 \ub300\ud55c \ucd94\uac00 \uae30\ub2a5\uacfc \uac1c\uc120 \uc0ac\ud56d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc810\ucc28\uc801\uc73c\ub85c IPython\uc740 \ub300\ud654\ud615 \ucef4\ud4e8\ud305\uc744 \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ud504\ub85c\uc81d\ud2b8\ub85c \ubc1c\uc804\ud588\uc73c\uba70, 2014\ub144\uc5d0\ub294 Jupyter \ud504\ub85c\uc81d\ud2b8\uac00 \ud0c4\uc0dd\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n

"Jupyter"\ub77c\ub294 \uc774\ub984\uc740 Julia, Python, R\uc774\ub77c\ub294 \uc138 \uac00\uc9c0 \ud575\uc2ec \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc758 \uc870\ud569\uc785\ub2c8\ub2e4. \uc774 \uc5b8\uc5b4\ub4e4\uc740 Jupyter\uc758 \ucd08\uae30 \ucd08\uc810\uc744 \ud615\uc131\ud588\uc9c0\ub9cc \ud50c\ub7ab\ud3fc\uc740 \ube60\ub974\uac8c \ucee4\ub110\uc744 \ud1b5\ud574 \ub2e4\uc591\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc5d0 \ub300\ud55c \uc9c0\uc6d0\uc744 \ud655\uc7a5\ud558\uc5ec \uc720\uc6a9\ud55c \ub3c4\uad6c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ub2e4\uc5b8\uc5b4 \ud504\ub85c\uadf8\ub798\ubc0d.<\/p>\n

Jupyter Notebook\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \uc815\ubcf4\uc785\ub2c8\ub2e4. Jupyter Notebook \uc8fc\uc81c\ub97c \ud655\uc7a5\ud569\ub2c8\ub2e4.<\/h2>\n

Jupyter Notebook\uc740 \ud074\ub77c\uc774\uc5b8\ud2b8-\uc11c\ubc84 \uc544\ud0a4\ud14d\ucc98\uc5d0\uc11c \uc791\ub3d9\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc11c \ud074\ub77c\uc774\uc5b8\ud2b8\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uc6f9 \ube0c\ub77c\uc6b0\uc800\uc774\uace0 \uc11c\ubc84\ub294 \ub85c\uceec \uc2dc\uc2a4\ud15c \ub610\ub294 \uc6d0\uaca9 \uc11c\ubc84\uc5d0\uc11c \uc2e4\ud589\ub429\ub2c8\ub2e4. \uc11c\ubc84 \uce21 \uad6c\uc131 \uc694\uc18c\ub294 \ucf54\ub4dc \uc2e4\ud589\uacfc \ub178\ud2b8\ubd81 \ub80c\ub354\ub9c1\uc744 \ub2f4\ub2f9\ud558\ub294 \ubc18\uba74, \ud074\ub77c\uc774\uc5b8\ud2b8 \uce21 \uad6c\uc131 \uc694\uc18c\ub294 \uc0ac\uc6a9\uc790\uac00 \uc791\uc5c5\ud560 \uc218 \uc788\ub294 \ub300\ud654\ud615 \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n

Jupyter Notebook\uc758 \uc8fc\uc694 \uae30\ub2a5\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n

    \n
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    \uc138\ud3ec<\/strong>: \ub178\ud2b8\ubd81\uc740 \uac01\uac01 \ucf54\ub4dc, \ud14d\uc2a4\ud2b8 \ub610\ub294 \uc2dc\uac01\ud654\ub97c \ud3ec\ud568\ud560 \uc218 \uc788\ub294 \uac1c\ubcc4 \uc140\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. \uc140\uc740 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc2e4\ud589\ub420 \uc218 \uc788\uc73c\ubbc0\ub85c \uc0ac\uc6a9\uc790\ub294 \ucf54\ub4dc\ub97c \ubc18\ubcf5\uc801\uc73c\ub85c \uc2e4\ud5d8\ud558\uace0 \uc218\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n

  2. \n

    \ucf54\ub4dc \uc2e4\ud589<\/strong>: Jupyter Notebook\uc744 \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 \uc140 \ub0b4\uc5d0\uc11c \uc9c1\uc811 \ucf54\ub4dc\ub97c \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud14d\uc2a4\ud2b8 \ucd9c\ub825, \ud45c, \uadf8\ub798\ud504 \ub4f1\uc758 \uacb0\uacfc\uac00 \uc778\ub77c\uc778\uc73c\ub85c \ud45c\uc2dc\ub418\ubbc0\ub85c \ub370\uc774\ud130 \ud0d0\uc0c9 \ubc0f \ubd84\uc11d\uc774 \uc6a9\uc774\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n

  3. \n

    \ub9ac\uce58 \ubbf8\ub514\uc5b4 \ud1b5\ud569<\/strong>: \uc0ac\uc6a9\uc790\ub294 \ub300\ud654\ud615 \uc2dc\uac01\ud654\uc640 \ud568\uaed8 \uc774\ubbf8\uc9c0, \uc624\ub514\uc624, \ube44\ub514\uc624 \ub4f1 \ub2e4\uc591\ud55c \ubbf8\ub514\uc5b4 \uc720\ud615\uc744 \ub178\ud2b8\ubd81\uc5d0 \uc9c1\uc811 \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n

  4. \n

    \ub9c8\ud06c\ub2e4\uc6b4 \uc9c0\uc6d0<\/strong>: Jupyter\ub294 Markdown\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \uc0ac\uc6a9\uc790\ub294 \uc11c\uc2dd\uc774 \uc9c0\uc815\ub41c \ud14d\uc2a4\ud2b8, \uc218\uc2dd \ubc0f \ubb38\uc11c\ub97c \ub178\ud2b8\ubd81\uc5d0 \ucd94\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \ub2e8\uc77c \ubb38\uc11c\uc5d0\uc11c \ucf54\ub4dc\uc640 \uc124\uba85 \ud14d\uc2a4\ud2b8\uc758 \uc870\ud569\uc744 \uc7a5\ub824\ud558\uc5ec \uc7ac\ud604 \uac00\ub2a5\ud55c \uc5f0\uad6c\uc5d0 \uc774\uc0c1\uc801\uc778 \ud50c\ub7ab\ud3fc\uc744 \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n<\/li>\n

  5. \n

    \uc704\uc82f<\/strong>: Jupyter\ub294 \uc0ac\uc6a9\uc790\uac00 \ubcc0\uc218\uc640 \ub9e4\uac1c\ubcc0\uc218\ub97c \uc870\uc791\ud560 \uc218 \uc788\ub294 \ub300\ud654\ud615 \uc704\uc82f\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc2e4\uc2dc\uac04 \uc2dc\uac01\ud654 \uc5c5\ub370\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\uace0 \ub370\uc774\ud130 \ud0d0\uc0c9\uc744 \ucd09\uc9c4\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n

  6. \n

    \ub0b4\ubcf4\ub0b4\uae30 \ubc0f \uacf5\uc720<\/strong>: \ub178\ud2b8\ubd81\uc740 HTML, PDF, \uc2ac\ub77c\uc774\ub4dc \ub4f1 \ub2e4\uc591\ud55c \ud615\uc2dd\uc73c\ub85c \uc27d\uac8c \ub0b4\ubcf4\ub0bc \uc218 \uc788\uc5b4 \uc5f0\uad6c \uacb0\uacfc \ubc0f \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ub3d9\ub8cc \ub610\ub294 \ub354 \ub113\uc740 \ucee4\ubba4\ub2c8\ud2f0\uc640 \uacf5\uc720\ud558\ub294 \ub370 \ud3b8\ub9ac\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n

    Jupyter Notebook\uc758 \ub0b4\ubd80 \uad6c\uc870\uc785\ub2c8\ub2e4. Jupyter Notebook \uc791\ub3d9 \ubc29\uc2dd<\/h2>\n

    Jupyter Notebook \ud30c\uc77c\uc740 .ipynb \ud655\uc7a5\uc790\ub85c \uc800\uc7a5\ub418\uba70 JSON \uae30\ubc18 \uad6c\uc870\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4. \ub178\ud2b8\ubd81\uc740 \uac01\uac01 \ucf54\ub4dc, \ub9c8\ud06c\ub2e4\uc6b4 \ub610\ub294 \uc6d0\uc2dc \ud14d\uc2a4\ud2b8\ub85c \uc2dd\ubcc4\ub418\ub294 \uc5ec\ub7ec \uc140\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. Notebook\uc774 \uc5f4\ub9ac\uba74 Jupyter \uc11c\ubc84\ub294 \ud30c\uc77c\uc744 \uc77d\uace0, \ucf54\ub4dc \uc140\uc744 \uc2e4\ud589\ud558\uace0, \ucd9c\ub825\uc744 \ub80c\ub354\ub9c1\ud569\ub2c8\ub2e4. \uadf8\ub7ec\uba74 \ub80c\ub354\ub9c1\ub41c \ub178\ud2b8\ubd81\uc774 \uc0ac\uc6a9\uc790\uc758 \uc6f9 \ube0c\ub77c\uc6b0\uc800\uc5d0 \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/p>\n

    Jupyter \uc11c\ubc84\ub294 \ub178\ud2b8\ubd81\uc758 \uc2e4\ud589 \ud658\uacbd\uc744 \uad00\ub9ac\ud558\uace0 \ub2e4\uc591\ud55c \ucee4\ub110\uacfc \ud1b5\uc2e0\ud569\ub2c8\ub2e4. \ucee4\ub110\uc740 \ud574\ub2f9 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub85c \ucf54\ub4dc\ub97c \uc2e4\ud589\ud558\uace0 \ucd9c\ub825\uc744 \ub2e4\uc2dc Jupyter \uc11c\ubc84\ub85c \ubcf4\ub0b4\ub294 \ud504\ub85c\uc138\uc2a4\uc785\ub2c8\ub2e4. \uac01 \ub178\ud2b8\ubd81\uc740 \ud2b9\uc815 \ucee4\ub110\uacfc \uc5f0\uacb0\ub418\uc5b4 \uc788\uc5b4 \uc0ac\uc6a9\uc790\ub294 \ub3d9\uc77c\ud55c Jupyter \ud658\uacbd \ub0b4\uc5d0\uc11c \ub2e4\uc591\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub85c \uc791\uc5c5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

    Jupyter Notebook\uc758 \uc8fc\uc694 \uae30\ub2a5 \ubd84\uc11d<\/h2>\n

    Jupyter Notebook\uc758 \uc8fc\uc694 \uae30\ub2a5\uc740 \uc778\uae30\uc640 \ub2e4\uc591\uc131\uc5d0 \uae30\uc5ec\ud569\ub2c8\ub2e4.<\/p>\n

      \n
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      \ub300\ud654\ud615 \ub370\uc774\ud130 \ud0d0\uc0c9<\/strong>: \ucf54\ub4dc\ub97c \ub2e8\uacc4\ubcc4\ub85c \uc2e4\ud589\ud558\ub294 Jupyter Notebook\uc758 \uae30\ub2a5\uc740 \ub300\ud654\ud615 \ub370\uc774\ud130 \ud0d0\uc0c9\uc744 \uc7a5\ub824\ud558\uc5ec \ubcf5\uc7a1\ud55c \ub370\uc774\ud130\uc138\ud2b8\ub97c \uc27d\uac8c \uc2dc\uac01\ud654\ud558\uace0 \uc774\ud574\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc90d\ub2c8\ub2e4.<\/p>\n<\/li>\n

    2. \n

      \uc7ac\ud604 \uac00\ub2a5\ud55c \uc5f0\uad6c<\/strong>: \ub2e8\uc77c \ub178\ud2b8\ubd81\uc5d0 \ucf54\ub4dc, \ubb38\uc11c\ud654 \ubc0f \uc2dc\uac01\ud654\uac00 \uacb0\ud569\ub418\uc5b4 \uc7ac\ud604\uc131\uc774 \ud5a5\uc0c1\ub418\uc5b4 \uc5f0\uad6c\uc790\uac00 \ubd84\uc11d \ubc0f \ubc29\ubc95\ub860\uc744 \uc27d\uac8c \uacf5\uc720\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n

    3. \n

      \uad50\uc721 \ub3c4\uad6c<\/strong>: Jupyter Notebook\uc740 \ub300\ud654\ud615 \ud2b9\uc131\uacfc \ucf54\ub4dc\uc640 \uc124\uba85\uc744 \ud63c\ud569\ud558\ub294 \uae30\ub2a5 \ub355\ubd84\uc5d0 \ud504\ub85c\uadf8\ub798\ubc0d, \ub370\uc774\ud130 \uacfc\ud559 \ubc0f \uae30\ud0c0 \uae30\uc220 \uc8fc\uc81c\ub97c \uac00\ub974\uce58\ub294 \ub370 \ud0c1\uc6d4\ud55c \uad50\uc721 \ub3c4\uad6c\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n

    4. \n

      \ud611\ub3d9<\/strong>: Jupyter Notebook\uc740 \uc27d\uac8c \uacf5\uc720\ud558\uace0 \ud611\uc5c5\ud560 \uc218 \uc788\uc5b4 \uc5f0\uad6c\uc6d0\uacfc \uac1c\ubc1c\uc790 \uac04\uc758 \ud300\uc6cc\ud06c\uc640 \uc9c0\uc2dd \uad50\ud658\uc744 \ucd09\uc9c4\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n

      Jupyter \ub178\ud2b8\ubd81 \uc720\ud615<\/h2>\n

      Jupyter \ub178\ud2b8\ubd81\uc740 \uc5ec\ub7ec \ucee4\ub110\uc744 \uc9c0\uc6d0\ud558\ubbc0\ub85c \uc0ac\uc6a9\uc790\ub294 \ub2e4\uc591\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \ubc0f \uae30\uc220\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uad00\ub828 \ucee4\ub110\uacfc \ud568\uaed8 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 Jupyter Notebook \uc720\ud615\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n\n\n\n\n\n\n
      \uc720\ud615<\/th>\n\ud575\uc2ec<\/th>\n\uc124\uba85<\/th>\n<\/tr>\n<\/thead>\n
      \ud30c\uc774\uc36c \ub178\ud2b8\ubd81<\/td>\nIPython(\ud30c\uc774\uc36c \ucee4\ub110)<\/td>\nPython \ud504\ub85c\uadf8\ub798\ubc0d\uc744 \uc704\ud55c \uae30\ubcf8 Jupyter Notebook \uc720\ud615\uc785\ub2c8\ub2e4.<\/td>\n<\/tr>\n
      R \ub178\ud2b8<\/td>\nIR\ucee4\ub110(R \ucee4\ub110)<\/td>\nR\uc744 \uc774\uc6a9\ud55c \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ud1b5\uacc4\ub97c \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/td>\n<\/tr>\n
      \uc904\ub9ac\uc544 \ub178\ud2b8<\/td>\nIJulia(\uc904\ub9ac\uc544 \ucee4\ub110)<\/td>\nJulia \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud55c \uacfc\ud559 \ucef4\ud4e8\ud305\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/td>\n<\/tr>\n
      \ub8e8\ube44 \ub178\ud2b8<\/td>\nIRuby(\ub8e8\ube44 \ucee4\ub110)<\/td>\n\ub300\ud654\ud615 Ruby \ud504\ub85c\uadf8\ub798\ubc0d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/td>\n<\/tr>\n
      \uc790\ubc14\uc2a4\ud06c\ub9bd\ud2b8 \ub178\ud2b8\ubd81<\/td>\nIJavascript(Node.js \ucee4\ub110)<\/td>\n\uc6f9 \uac1c\ubc1c \ubc0f JavaScript \uae30\ubc18 \ud504\ub85c\uc81d\ud2b8\uc6a9.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

      Jupyter Notebook \uc0ac\uc6a9\ubc29\ubc95\uacfc \uc0ac\uc6a9\uc5d0 \ub530\ub978 \ubb38\uc81c\uc810 \ubc0f \ud574\uacb0\ubc29\ubc95\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4.<\/h2>\n

      Jupyter Notebook \uc0ac\uc6a9 \uc0ac\ub840<\/h3>\n
        \n
      1. \n

        \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/strong>: Jupyter Notebook\uc740 \ub300\ud654\ud615 \ud2b9\uc131\uacfc \uc2dc\uac01\ud654 \uae30\ub2a5\uc73c\ub85c \uc778\ud574 \ub370\uc774\ud130 \ubd84\uc11d, \ud0d0\uc0c9, \uc2dc\uac01\ud654\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n

      2. \n

        \uba38\uc2e0\ub7ec\ub2dd\uacfc AI<\/strong>: \ub370\uc774\ud130 \uacfc\ud559\uc790\uc640 \uae30\uacc4 \ud559\uc2b5 \uc2e4\ubb34\uc790\ub294 Jupyter Notebook\uc744 \ud65c\uc6a9\ud558\uc5ec \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc744 \uac1c\ubc1c, \uad50\uc721 \ubc0f \ud14c\uc2a4\ud2b8\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n

      3. \n

        \uc5f0\uad6c \ubc0f \ud559\uacc4<\/strong>: Jupyter Notebook\uc740 \ucf54\ub4dc, \ubc29\uc815\uc2dd \ubc0f \uc2dc\uac01\ud654\ub97c \ud1b5\ud569\ud558\uc5ec \ub2e4\uc591\ud55c \ud559\ubb38 \ubd84\uc57c\uc758 \uc5f0\uad6c\ub97c \uc218\ud589\ud558\uace0 \ubc1c\ud45c\ud558\uae30 \uc704\ud55c \ud0c1\uc6d4\ud55c \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4.<\/p>\n<\/li>\n

      4. \n

        \uad50\uc721 \ubc0f \ud559\uc2b5<\/strong>: Jupyter Notebook\uc740 \ud504\ub85c\uadf8\ub798\ubc0d, \ub370\uc774\ud130 \uacfc\ud559 \ubc0f \uae30\ud0c0 \uae30\uc220 \uc8fc\uc81c\ub97c \uac00\ub974\uce58\uae30 \uc704\ud55c \uad50\uc721 \ub3c4\uad6c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n

        \uc77c\ubc18\uc801\uc778 \ubb38\uc81c \ubc0f \ud574\uacb0 \ubc29\ubc95<\/h3>\n
          \n
        1. \n

          \ucee4\ub110 \ucda9\ub3cc<\/strong>: \ucf54\ub4dc \uc624\ub958\ub098 \ub9ac\uc18c\uc2a4 \ubd80\uc871\uc73c\ub85c \uc778\ud574 \ucee4\ub110\uc774 \ucda9\ub3cc\ud558\ub294 \uacbd\uc6b0\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub824\uba74 \uc0ac\uc6a9\uc790\uac00 \ucee4\ub110\uc744 \ub2e4\uc2dc \uc2dc\uc791\ud558\uace0 \ucf54\ub4dc\ub97c \ub2e4\uc2dc \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n

        2. \n

          \ub300\ud615 \ub178\ud2b8\ubd81 \ud06c\uae30<\/strong>: \ub9e4\uc6b0 \ud070 \ub178\ud2b8\ubd81\uc740 \ub85c\ub4dc \ubc0f \ucc98\ub9ac \uc18d\ub3c4\uac00 \ub290\ub824\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 \ud070 \ub178\ud2b8\ubd81\uc744 \uc791\uc740 \ub178\ud2b8\ubd81\uc73c\ub85c \ubd84\ud560\ud558\uac70\ub098 \ucd9c\ub825\uc744 \uc9c0\uc6cc \ud30c\uc77c \ud06c\uae30\ub97c \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n

        3. \n

          \uc885\uc18d\uc131 \uad00\ub9ac<\/strong>: \ubcf5\uc7a1\ud55c \ud504\ub85c\uc81d\ud2b8\ub97c \uc791\uc5c5\ud560 \ub54c \uc885\uc18d\uc131\uc744 \uad00\ub9ac\ud558\ub294 \uac83\uc774 \uc5b4\ub824\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uacfc \uac19\uc740 \ub3c4\uad6c virtualenv<\/code> (Python\uc758 \uacbd\uc6b0) \ubc0f Docker\ub97c \uc0ac\uc6a9\ud55c \ucee8\ud14c\uc774\ub108\ud654\ub294 \uc885\uc18d\uc131\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uad00\ub9ac\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n

        4. \n

          \ub370\uc774\ud130 \ubcf4\uc548<\/strong>: \ubbfc\uac10\ud55c \ub370\uc774\ud130\uac00 \uad00\ub828\ub41c \uacbd\uc6b0 \uc0ac\uc6a9\uc790\ub294 \ub178\ud2b8\ubd81\uc744 \uacf5\uc720\ud560 \ub54c \uc8fc\uc758\ub97c \uae30\uc6b8\uc5ec\uc57c \ud558\uba70 \ube44\ubc00\ubc88\ud638\ub098 \uc554\ud638\ud654\ub85c \ub178\ud2b8\ubd81\uc744 \ubcf4\ud638\ud558\ub294 \uac83\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n

          \uc8fc\uc694 \ud2b9\uc9d5 \ubc0f \uae30\ud0c0 \uc720\uc0ac\ud55c \uc6a9\uc5b4\uc640\uc758 \ube44\uad50\ub97c \ud45c\uc640 \ubaa9\ub85d \ud615\ud0dc\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/h2>\n

          Jupyter \ub178\ud2b8\ubd81\uacfc JupyterLab<\/h3>\n

          JupyterLab\uc740 Jupyter \uc544\ud0a4\ud14d\ucc98\ub97c \uae30\ubc18\uc73c\ub85c \uad6c\ucd95\ub41c \uace0\uae09 \ub300\ud654\ud615 \uac1c\ubc1c \ud658\uacbd\uc785\ub2c8\ub2e4. Jupyter Notebook\uacfc JupyterLab\uc744 \ube44\uad50\ud558\uba74 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n\n\n\n\n\n\n\n
          \uce21\uba74<\/th>\n\uc8fc\ud53c\ud130 \ub178\ud2b8\ubd81<\/th>\nJupyterLab<\/th>\n<\/tr>\n<\/thead>\n
          \uc0ac\uc6a9\uc790 \uc778\ud130\ud398\uc774\uc2a4<\/td>\n\ub2e8\uc77c \ubb38\uc11c \uc778\ud130\ud398\uc774\uc2a4<\/td>\n\ub2e4\uc911 \ubb38\uc11c \uc778\ud130\ud398\uc774\uc2a4<\/td>\n<\/tr>\n
          \ud0ed \ud3b8\uc9d1<\/td>\n\uc9c0\uc6d0\ub418\uc9c0 \uc54a\uc74c<\/td>\n\uc9c0\uc6d0\ub428, \uc5ec\ub7ec \ud30c\uc77c \uc5f4\uae30 \ud5c8\uc6a9<\/td>\n<\/tr>\n
          \ud655\uc7a5\uc131<\/td>\n\uc81c\ud55c\ub41c \ud655\uc7a5<\/td>\n\ud50c\ub7ec\uadf8\uc778\uc744 \ud1b5\ud55c \ub192\uc740 \ud655\uc7a5\uc131<\/td>\n<\/tr>\n
          \uc791\uc5c5 \uacf5\uac04 \uad00\ub9ac<\/td>\n\uac04\ub2e8\ud55c \uc778\ud130\ud398\uc774\uc2a4<\/td>\n\uc720\uc5f0\ud55c \uc791\uc5c5 \uacf5\uac04 \ub808\uc774\uc544\uc6c3 \uad00\ub9ac<\/td>\n<\/tr>\n
          \ud1b5\ud569\ub2e8\ub9d0\uae30<\/td>\n\ub0b4\uc7a5\ub418\uc9c0 \uc54a\uc74c<\/td>\n\ucf54\ub4dc \uc2e4\ud589\uc744 \uc704\ud55c \ud1b5\ud569 \ud130\ubbf8\ub110<\/td>\n<\/tr>\n
          \ucf54\ub4dc \ucf58\uc194<\/td>\n\ub0b4\uc7a5\ub418\uc9c0 \uc54a\uc74c<\/td>\n\ub300\ud654\ud615 \uc791\uc5c5\uc744 \uc704\ud55c \ud1b5\ud569 \ucf54\ub4dc \ucf58\uc194<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

          Jupyter Notebook\uacfc R Markdown \ube44\uad50<\/h3>\n

          R Markdown\uc740 R \ucf54\ub4dc, \ud14d\uc2a4\ud2b8 \ubc0f \uc2dc\uac01\ud654\ub97c \ub2e8\uc77c \ubb38\uc11c\uc5d0 \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \ubb38\uc11c \ud615\uc2dd\uc785\ub2c8\ub2e4. Jupyter Notebook\uacfc R Markdown\uc744 \ube44\uad50\ud558\uba74 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n\n\n\n\n\n\n
          \uce21\uba74<\/th>\n\uc8fc\ud53c\ud130 \ub178\ud2b8\ubd81<\/th>\nR \ub9c8\ud06c\ub2e4\uc6b4<\/th>\n<\/tr>\n<\/thead>\n
          \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4<\/td>\n\uc5ec\ub7ec \uc5b8\uc5b4 \uc9c0\uc6d0<\/td>\n\uc8fc\ub85c R \ud504\ub85c\uadf8\ub798\ubc0d\uc5d0 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4.<\/td>\n<\/tr>\n
          \uc0c1\ud638\uc791\uc6a9<\/td>\n\ub300\ud654\ud615 \ucf54\ub4dc \uc2e4\ud589<\/td>\n\ucf54\ub4dc \uc2e4\ud589 \uc2dc \uc81c\ud55c\ub41c \uc0c1\ud638\uc791\uc6a9<\/td>\n<\/tr>\n
          \ucf54\ub4dc \ud3c9\uac00<\/td>\n\uac1c\ubcc4 \uc140 \uc2e4\ud589<\/td>\n\uc804\uccb4\uc5d0 \uac78\uccd0 \uc21c\ucc28\uc801 \ucf54\ub4dc \uc2e4\ud589<\/td>\n<\/tr>\n
          \ucd9c\ub825 \uc720\uc5f0\uc131<\/td>\n\ub354\uc6b1 \uc720\uc5f0\ud55c \ucd9c\ub825 \uc635\uc158<\/td>\n\uc81c\ud55c\ub41c \ucd9c\ub825 \ud615\uc2dd<\/td>\n<\/tr>\n
          \uc2dc\uac01\ud654<\/td>\n\ud48d\ubd80\ud55c \uc2dc\uac01\ud654 \uc9c0\uc6d0<\/td>\nggplot2 \uc2dc\uac01\ud654\uc5d0 \ub300\ud55c \ud48d\ubd80\ud55c \uc9c0\uc6d0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

          Jupyter Notebook\uc5d0 \uad00\ud55c \ubbf8\ub798\uc758 \uad00\uc810\uacfc \uae30\uc220<\/h2>\n

          Jupyter Notebook\uc740 \ub370\uc774\ud130 \uacfc\ud559, \uc5f0\uad6c, \uad50\uc721 \ubd84\uc57c\uc5d0\uc11c \ud544\uc218\uc801\uc778 \ub3c4\uad6c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ub300\ud654\ud615 \ubc0f \ud611\uc5c5\uc801 \ud2b9\uc131\uc73c\ub85c \uc778\ud574 \ub2e4\uc591\ud55c \uc601\uc5ed\uc5d0\uc11c \ub110\ub9ac \ucc44\ud0dd\ub418\uc5c8\uc2b5\ub2c8\ub2e4. Jupyter Notebook\uc758 \ubbf8\ub798\uc5d0\ub294 \uc9c0\uc18d\uc801\uc778 \uac1c\uc120, \uc0c8\ub85c\uc6b4 \uae30\uc220\uacfc\uc758 \ud1b5\ud569, \ub354 \ub9ce\uc740 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc5d0 \ub300\ud55c \uc9c0\uc6d0 \ud655\uc7a5\uc774 \ud3ec\ud568\ub420 \uac00\ub2a5\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4.<\/p>\n

          \uac00\ub2a5\ud55c \ud5a5\ud6c4 \uac1c\ubc1c\uc5d0\ub294 \ub2e4\uc74c\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n

            \n
          1. \n

            \ud5a5\uc0c1\ub41c \ud611\uc5c5<\/strong>: \uc5ec\ub7ec \uc0ac\uc6a9\uc790 \uac04 \ub178\ud2b8\ubd81\uc5d0\uc11c \uc2e4\uc2dc\uac04 \ud611\uc5c5\uc774 \uac00\ub2a5\ud558\ub3c4\ub85d \ud611\uc5c5 \uae30\ub2a5\uc744 \uac15\ud654\ud558\ub824\ub294 \ub178\ub825\uc785\ub2c8\ub2e4.<\/p>\n<\/li>\n

          2. \n

            \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc194\ub8e8\uc158<\/strong>: Jupyter \ub178\ud2b8\ubd81\uc744 \uc704\ud55c \ub354 \ub9ce\uc740 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc81c\ud488\uc774 \uc81c\uacf5\ub418\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc5b4\ub514\uc11c\ub098 \ub178\ud2b8\ubd81\uc5d0 \uc561\uc138\uc2a4\ud558\uace0 \uc791\uc5c5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n

          3. \n

            AI \ubc0f \uba38\uc2e0\ub7ec\ub2dd\uacfc\uc758 \ud1b5\ud569<\/strong>: \ucf54\ub4dc \uc644\uc131, \ub514\ubc84\uae45, \uc9c0\ub2a5\ud615 \uc81c\uc548\uc744 \uc9c0\uc6d0\ud558\ub294 AI \uae30\ub2a5 \ud1b5\ud569.<\/p>\n<\/li>\n

          4. \n

            \ud5a5\uc0c1\ub41c \ubcf4\uc548 \ubc0f \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638<\/strong>: \ub178\ud2b8\ubd81\uc744 \uacf5\uc720\ud560 \ub54c \ub370\uc774\ud130 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \ubcf4\ud638\ub97c \ubcf4\uc7a5\ud558\uae30 \uc704\ud55c \ubcf4\ub2e4 \uc5c4\uaca9\ud55c \ubcf4\uc548 \uc870\uce58\uc785\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n

            \ud504\ub85d\uc2dc \uc11c\ubc84\ub97c Jupyter Notebook\uacfc \uc0ac\uc6a9\ud558\uac70\ub098 \uc5f0\uacb0\ud558\ub294 \ubc29\ubc95<\/h2>\n

            OneProxy(oneproxy.pro)\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \uac83\uacfc \uac19\uc740 \ud504\ub85d\uc2dc \uc11c\ubc84\ub97c Jupyter Notebook\uacfc \ud568\uaed8 \uc0ac\uc6a9\ud558\uc5ec \ubcf4\uc548, \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \uc561\uc138\uc2a4 \uc81c\uc5b4\ub97c \uac15\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud504\ub85d\uc2dc \uc11c\ubc84\ub294 \uc0ac\uc6a9\uc790\uc640 \uc778\ud130\ub137 \uac04\uc758 \uc911\uac1c\uc790 \uc5ed\ud560\uc744 \ud558\uc5ec \uc694\uccad\uacfc \uc751\ub2f5\uc744 \uc804\ub2ec\ud558\uba70 \ub2e4\uc74c\uc744 \ub2ec\uc131\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n

              \n
            1. \n

              \uc561\uc138\uc2a4 \uc81c\uc5b4<\/strong>: \ud504\ub85d\uc2dc \uc11c\ubc84\ub294 Jupyter \ub178\ud2b8\ubd81 \uc778\uc2a4\ud134\uc2a4\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\ud55c\ud558\uc5ec \uc2b9\uc778\ub41c \uc0ac\uc6a9\uc790\ub9cc \ub178\ud2b8\ubd81\uacfc \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud5c8\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n

            2. \n

              \uc775\uba85<\/strong>: \uc0ac\uc6a9\uc790\ub294 Jupyter Notebook\uc5d0 \uc561\uc138\uc2a4\ud560 \ub54c \ud504\ub85d\uc2dc \uc11c\ubc84\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2e4\uc81c IP \uc8fc\uc18c\ub97c \ub9c8\uc2a4\ud0b9\ud558\uc5ec \uc775\uba85\uc131\uacfc \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638\ub97c \uac15\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n

            3. \n

              \ub85c\ub4dc \ubc38\ub7f0\uc2f1<\/strong>: \uc5ec\ub7ec Jupyter Notebook \uc778\uc2a4\ud134\uc2a4\uac00 \uc788\ub294 \uc870\uc9c1\uc758 \uacbd\uc6b0 \ud504\ub85d\uc2dc \uc11c\ubc84\ub294 \ub4e4\uc5b4\uc624\ub294 \uc694\uccad\uc744 \uc5ec\ub7ec \uc11c\ubc84\uc5d0 \ubd84\uc0b0\ud558\uc5ec \ub9ac\uc18c\uc2a4 \ud65c\uc6a9\ub3c4\ub97c \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n

            4. \n

              \ubcf4\uc548 \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/strong>: \ud504\ub85d\uc2dc \uc11c\ubc84\ub294 \uc545\uc131 \ud2b8\ub798\ud53d \ud544\ud130\ub9c1, \uc811\uc18d \ub85c\uadf8 \ubaa8\ub2c8\ud130\ub9c1 \ub4f1 \ucd94\uac00\uc801\uc778 \ubcf4\uc548 \uc870\uce58\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n

              \uad00\ub828\ub41c \ub9c1\ud06c\ub4e4<\/h2>\n

              Jupyter Notebook\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \ub2e4\uc74c \ub9ac\uc18c\uc2a4\ub97c \ucc38\uc870\ud558\uc138\uc694.<\/p>\n

                \n
              1. \ud504\ub85c\uc81d\ud2b8 \uc8fc\ud53c\ud130<\/a><\/li>\n
              2. \uc8fc\ud53c\ud130 \ubb38\uc11c<\/a><\/li>\n
              3. JupyterLab \ubb38\uc11c<\/a><\/li>\n
              4. R \ub9c8\ud06c\ub2e4\uc6b4<\/a><\/li>\n<\/ol>","protected":false},"featured_media":468721,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-477757","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about Jupyter Notebook: A Comprehensive Guide<\/mark>","faq_items":[{"question":"What is Jupyter Notebook?","answer":"

                Jupyter Notebook is an interactive computing environment used for data analysis, scientific research, machine learning, and education. It provides a web-based interface where users can create documents containing live code, visualizations, and explanatory text.<\/p>"},{"question":"How did Jupyter Notebook originate?","answer":"

                Jupyter Notebook originated from the IPython project initiated by Fernando P\u00e9rez in 2001. The project evolved into Jupyter in 2014, derived from the combination of Julia, Python, and R, which were the primary focus languages at the time.<\/p>"},{"question":"What are the key features of Jupyter Notebook?","answer":"

                Jupyter Notebook offers several key features, including support for multiple programming languages, code execution within cells, interactive widgets, rich media integration, and markdown support for adding formatted text and equations.<\/p>"},{"question":"How does Jupyter Notebook work internally?","answer":"

                Jupyter Notebook operates on a client-server architecture. The client, usually a web browser, communicates with the server running on the local machine or a remote server. The server manages the notebook's execution environment and interacts with kernels, which execute code in their respective programming languages.<\/p>"},{"question":"What types of Jupyter Notebooks are available?","answer":"

                Jupyter Notebooks support various kernels for different programming languages. Some popular types include Python Notebook (IPython kernel), R Notebook (IRkernel), Julia Notebook (IJulia), Ruby Notebook (IRuby), and JavaScript Notebook (IJavascript).<\/p>"},{"question":"How can Jupyter Notebook be used?","answer":"

                Jupyter Notebook finds applications in data analysis, visualization, machine learning, research, and education. It serves as a valuable tool for interactive exploration and documentation of code and results.<\/p>"},{"question":"What are common issues users may face with Jupyter Notebook?","answer":"

                Users may encounter problems such as kernel crashes, large notebook sizes, dependency management, and data security concerns. Restarting the kernel, breaking notebooks into smaller parts, using virtual environments, and securing sensitive data are potential solutions.<\/p>"},{"question":"How does Jupyter Notebook compare to JupyterLab?","answer":"

                Jupyter Notebook and JupyterLab are both interactive computing environments, but JupyterLab offers a more advanced multi-document interface, tabbed editing, and better extensibility through plugins.<\/p>"},{"question":"What does the future hold for Jupyter Notebook?","answer":"

                The future of Jupyter Notebook includes improved collaboration features, cloud-based solutions, integration with AI, and enhanced security and privacy measures.<\/p>"},{"question":"How can proxy servers be used with Jupyter Notebook?","answer":"

                Proxy servers, like those provided by OneProxy, can enhance security, privacy, and access control when using Jupyter Notebook. They can restrict access, provide anonymity, load balancing, and additional security measures.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/wiki\/477757","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/wiki\/477757\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/media\/468721"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/media?parent=477757"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}