{"id":40067,"date":"2024-11-02T10:21:05","date_gmt":"2024-11-02T10:21:05","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=40067"},"modified":"2024-11-26T06:40:10","modified_gmt":"2024-11-26T06:40:10","slug":"%ec%9d%b8%ea%b3%b5%ec%a7%80%eb%8a%a5-%ed%99%9c%ec%9a%a9-%ed%8c%8c%ec%9d%b4%ec%8d%ac%ea%b3%bc-%ed%85%90%ec%84%9c%ed%94%8c%eb%a1%9c%ec%9a%b0-%ed%8c%8c%ec%9d%b4%ed%86%a0%ec%b9%98-%ec%84%a4%ec%b9%98","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/40067\/","title":{"rendered":"\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \ud30c\uc774\uc36c\uacfc \ud150\uc11c\ud50c\ub85c\uc6b0, \ud30c\uc774\ud1a0\uce58 \uc124\uce58 \ubc0f \ud658\uacbd \uc124\uc815"},"content":{"rendered":"<article>\n<section>\n<h2>1. \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \uac1c\uc694<\/h2>\n<p>\uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \uae30\uacc4\uac00 \uc778\uac04\uacfc \uc720\uc0ac\ud55c \ubc29\uc2dd\uc73c\ub85c \uc0ac\uace0\ud558\uace0 \ud559\uc2b5\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774\ub294 \ub370\uc774\ud130 \ubd84\uc11d, \ud328\ud134 \uc778\uc2dd, \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc774\ubbf8\uc9c0 \uc778\uc2dd \ub4f1 \uc5ec\ub7ec \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>2. \uc778\uacf5\uc9c0\ub2a5 \uae30\uc220\uc744 \uc704\ud55c \ud544\uc218 \uc5b8\uc5b4: \ud30c\uc774\uc36c<\/h2>\n<p>\ud30c\uc774\uc36c\uc740 AI \ubc0f \ub370\uc774\ud130 \uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c \uac00\uc7a5 \uc778\uae30 \uc788\ub294 \uc5b8\uc5b4 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uc774\ub294 \uac04\uacb0\ud55c \ubb38\ubc95\uacfc \ud48d\ubd80\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac \ub355\ubd84\uc5d0 \ube60\ub974\uac8c \ubc1c\uc804\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\ub7ec\ubd84\uc740 \ub2e4\uc74c\uc758 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \ud1b5\ud574 \ub2e4\uc591\ud55c AI \ubaa8\ub378\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li>NumPy: \uc218\uce58 \uacc4\uc0b0\uc744 \uc704\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n<li>Pandas: \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n<li>Matplotlib: \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \uc704\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n<li>Scikit-learn: \uba38\uc2e0\ub7ec\ub2dd\uc744 \uc704\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n<li>TensowFlow: \uad6c\uae00\uc5d0\uc11c \uac1c\ubc1c\ud55c \ub525\ub7ec\ub2dd \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n<li>PyTorch: \ud398\uc774\uc2a4\ubd81\uc5d0\uc11c \uac1c\ubc1c\ud55c \ub525\ub7ec\ub2dd \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n<\/ul>\n<\/section>\n<section>\n<h2>3. \ud30c\uc774\uc36c \uc124\uce58\ud558\uae30<\/h2>\n<p>\ud30c\uc774\uc36c\uc744 \uc124\uce58\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<h3>3.1. \uc708\ub3c4\uc6b0\uc5d0\uc11c\uc758 \uc124\uce58<\/h3>\n<ol>\n<li>Python \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8(<a href=\"https:\/\/www.python.org\/downloads\/\">https:\/\/www.python.org\/downloads\/<\/a>)\uc5d0 \ubc29\ubb38\ud558\uc5ec \ucd5c\uc2e0 \ubc84\uc804\uc758 \ud30c\uc774\uc36c\uc744 \ub2e4\uc6b4\ub85c\ub4dc\ud569\ub2c8\ub2e4.<\/li>\n<li>\ub2e4\uc6b4\ub85c\ub4dc\ud55c .exe \ud30c\uc77c\uc744 \uc2e4\ud589\ud558\uc5ec \uc124\uce58\ub97c \uc644\ub8cc\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc124\uce58 \uc911 &#8220;Add Python to PATH&#8221; \uc635\uc158\uc744 \uc120\ud0dd\ud558\uc5ec \ud658\uacbd \ubcc0\uc218\ub97c \uc124\uc815\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<h3>3.2. macOS\uc5d0\uc11c\uc758 \uc124\uce58<\/h3>\n<ol>\n<li>Homebrew\uac00 \uc124\uce58\ub418\uc5b4 \uc788\uc9c0 \uc54a\uc740 \uacbd\uc6b0, <a href=\"https:\/\/brew.sh\/\">Homebrew \ud648\ud398\uc774\uc9c0<\/a>\uc5d0\uc11c \uc124\uce58\ud569\ub2c8\ub2e4.<\/li>\n<li>\ud130\ubbf8\ub110\uc744 \uc5f4\uace0 \ub2e4\uc74c \uba85\ub839\uc5b4\ub97c \uc785\ub825\ud558\uc5ec \ud30c\uc774\uc36c\uc744 \uc124\uce58\ud569\ub2c8\ub2e4: <code>brew install python<\/code><\/li>\n<\/ol>\n<h3>3.3. \ub9ac\ub205\uc2a4\uc5d0\uc11c\uc758 \uc124\uce58<\/h3>\n<ol>\n<li>\ub514\uc2a4\ud2b8\ub9ac\ubdf0\uc158\uc5d0 \ub530\ub77c \uc801\uc808\ud55c \ud328\ud0a4\uc9c0 \uad00\ub9ac\uc790\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud30c\uc774\uc36c\uc744 \uc124\uce58\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Ubuntu\uc5d0\uc11c\ub294 \uc544\ub798 \uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4: <code>sudo apt-get install python3<\/code><\/li>\n<\/ol>\n<p>\uc124\uce58\uac00 \uc644\ub8cc\ub418\uba74, \ucee4\ub9e8\ub4dc\ub77c\uc778\uc5d0\uc11c <code>python --version<\/code> \uba85\ub839\uc5b4\ub97c \uc785\ub825\ud558\uc5ec \uc124\uce58\ub41c \ubc84\uc804\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/section>\n<section>\n<h2>4. \uc778\uacf5\uc9c0\ub2a5 \ub77c\uc774\ube0c\ub7ec\ub9ac \uc124\uce58\ud558\uae30<\/h2>\n<p>\ud30c\uc774\uc36c\uc774 \uc124\uce58\ub418\uc5c8\ub2e4\uba74, \uc774\uc81c AI\uc5d0 \ud544\uc694\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\ub4e4\uc744 \uc124\uce58\ud560 \ucc28\ub840\uc785\ub2c8\ub2e4. \uc8fc\ub85c \uc0ac\uc6a9\ub418\ub294 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 <strong>TensorFlow<\/strong>\uc640 <strong>PyTorch<\/strong>\uc785\ub2c8\ub2e4.<\/p>\n<h3>4.1. TensorFlow \uc124\uce58\ud558\uae30<\/h3>\n<p>TensorFlow\ub294 <code>pip<\/code> \uba85\ub839\uc5b4\ub97c \ud1b5\ud574 \uac04\ub2e8\ud788 \uc124\uce58\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<pre><code>pip install tensorflow<\/code><\/pre>\n<p>\ud2b9\ud788 GPU\ub97c \ud65c\uc6a9\ud55c \uc18d\ub3c4 \ud5a5\uc0c1\uc744 \uc6d0\ud558\uc2e0\ub2e4\uba74, TensorFlow\uc758 GPU \ubc84\uc804\uc744 \uc124\uce58\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<pre><code>pip install tensorflow-gpu<\/code><\/pre>\n<h3>4.2. PyTorch \uc124\uce58\ud558\uae30<\/h3>\n<p>PyTorch \uc124\uce58\ub294 <a href=\"https:\/\/pytorch.org\/get-started\/locally\/\">PyTorch \uacf5\uc2dd \ud648\ud398\uc774\uc9c0<\/a>\uc5d0\uc11c \uc2dc\uc2a4\ud15c\uc5d0 \ub9de\ub294 \uc124\uce58 \uba85\ub839\uc744 \uc81c\uacf5\ud558\ubbc0\ub85c, \uc5ec\uae30\ub97c \ucc38\uace0\ud558\uc5ec \ub9de\ub294 \uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc2dc\uba74 \ub429\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \ub2e4\uc74c\uacfc \uac19\uc740 \uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<pre><code>pip install torch torchvision torchaudio<\/code><\/pre>\n<\/section>\n<section>\n<h2>5. AI\ub97c \uc704\ud55c \uac1c\ubc1c \ud658\uacbd \uc124\uc815<\/h2>\n<p>AI \uac1c\ubc1c\uc5d0 \uc801\ud569\ud55c \ud658\uacbd\uc744 \uc124\uc815\ud558\ub294 \uac83\uc740 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \uac1c\ubc1c \ud658\uacbd\uc73c\ub85c\ub294 \uc8fc\ub85c <strong>Jupyter Notebook<\/strong>, <strong>PyCharm<\/strong>, <strong>Visual Studio Code<\/strong> \ub4f1\uc774 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774\ub4e4 IDE\uc640 \ud3b8\uc9d1\uae30\ub294 \uac01\uac01\uc758 \uc7a5\ub2e8\uc810\uc774 \uc788\uc73c\uba70, \uc0ac\uc6a9\uc790\uc5d0 \ub530\ub77c \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>5.1. Jupyter Notebook \uc124\uce58\ud558\uae30<\/h3>\n<p>Jupyter Notebook\uc740 \ub370\uc774\ud130 \uacfc\ud559 \ubc0f AI \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \ub300\ud654\ud615 \uac1c\ubc1c \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4:<\/p>\n<pre><code>pip install notebook<\/code><\/pre>\n<p>\uc124\uce58\uac00 \uc644\ub8cc\ub41c \ud6c4, <code>jupyter notebook<\/code> \uba85\ub839\uc5b4\ub85c \uc11c\ubc84\ub97c \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>5.2. PyCharm \uc124\uce58\ud558\uae30<\/h3>\n<p>PyCharm\uc740 \ud30c\uc774\uc36c \uac1c\ubc1c\uc744 \uc704\ud55c IDE\ub85c, \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8(<a href=\"https:\/\/www.jetbrains.com\/pycharm\/\">https:\/\/www.jetbrains.com\/pycharm\/<\/a>)\uc5d0\uc11c \ub2e4\uc6b4\ub85c\ub4dc\ud560 \uc218 \uc788\uc73c\uba70, Community \ubc84\uc804\uc740 \ubb34\ub8cc\ub85c \uc81c\uacf5\ub429\ub2c8\ub2e4.<\/p>\n<h3>5.3. Visual Studio Code \uc124\uce58\ud558\uae30<\/h3>\n<p>Visual Studio Code\ub294 \uacbd\ub7c9 \ucf54\ub4dc \ud3b8\uc9d1\uae30\ub85c, \ubb34\ub8cc\ub85c \uc81c\uacf5\ub429\ub2c8\ub2e4. \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8(<a href=\"https:\/\/code.visualstudio.com\/\">https:\/\/code.visualstudio.com\/<\/a>)\uc5d0\uc11c \ub2e4\uc6b4\ub85c\ub4dc\ud558\uc5ec \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/section>\n<section>\n<h2>6. \ub370\uc774\ud130\uc14b \ud655\ubcf4\ud558\uae30<\/h2>\n<p>\uc778\uacf5\uc9c0\ub2a5 \ubaa8\ub378\uc744 \ud6c8\ub828\uc2dc\ud0a4\uae30 \uc704\ud574\uc11c\ub294 \ub370\uc774\ud130\uc14b\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc5ec\ub7ec \uacf5\uac1c\ub41c \ub370\uc774\ud130\uc14b\uc744 \ucc3e\uc744 \uc218 \uc788\ub294 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><a href=\"https:\/\/www.kaggle.com\/datasets\">Kaggle Datasets<\/a>: \ub2e4\uc591\ud55c \ub3c4\uba54\uc778\uc758 \ub370\uc774\ud130\uc14b\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<li><a href=\"https:\/\/archive.ics.uci.edu\/ml\/index.php\">UCI Machine Learning Repository<\/a>: \ub2e4\uc591\ud55c \uba38\uc2e0\ub7ec\ub2dd \ub370\uc774\ud130\uc14b\uc744 \ubc30\ud3ec\ud569\ub2c8\ub2e4.<\/li>\n<li><a href=\"https:\/\/data.gov\/\">data.gov<\/a>: \ubbf8\uad6d \uc815\ubd80\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \uc624\ud508 \ub370\uc774\ud130\uc785\ub2c8\ub2e4.<\/li>\n<li><a href=\"https:\/\/www.openml.org\/\">OpenML<\/a>: \ub2e4\uc591\ud55c \ub370\uc774\ud130\uc14b \ubc0f \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18\uc758 \uc2e4\ud5d8\uc744 \uacf5\uc720\ud558\ub294 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/section>\n<section>\n<h2>7. \uacb0\ub860<\/h2>\n<p>\uc778\uacf5\uc9c0\ub2a5 \uae30\uc220\uc740 \uc624\ub298\ub0a0 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc744 \uc77c\uc73c\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud30c\uc774\uc36c\uacfc \uad00\ub828 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc124\uce58\ud558\uace0 \ud658\uacbd\uc744 \uc124\uc815\ud558\ub294 \uac83\uc740 AI \uac1c\ubc1c\uc758 \uccab\uac78\uc74c\uc785\ub2c8\ub2e4. \uac01 \uac1c\ubc1c \ud658\uacbd\uacfc \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec AI \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uace0, \uacf5\uac1c\ub41c \ub370\uc774\ud130\uc14b\uc744 \ud1b5\ud574 \uc2e4\uc2b5\ud574 \ubcf4\uc138\uc694.<\/p>\n<p>\uc774 \uac15\uc88c\ub97c \ud1b5\ud574 \uc778\uacf5\uc9c0\ub2a5 \uac1c\ubc1c\uc758 \uae30\ubcf8\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc744 \uc774\ud574\ud558\uc2dc\uae30 \ubc14\ub77c\uba70, \uc5ec\ub7ec\ubd84\uc758 AI \uc5ec\uc815\uc5d0 \ub9ce\uc740 \ub3c4\uc6c0\uc774 \ub418\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n<\/section>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>1. \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \uac1c\uc694 \uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \uae30\uacc4\uac00 \uc778\uac04\uacfc \uc720\uc0ac\ud55c \ubc29\uc2dd\uc73c\ub85c \uc0ac\uace0\ud558\uace0 \ud559\uc2b5\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774\ub294 \ub370\uc774\ud130 \ubd84\uc11d, \ud328\ud134 \uc778\uc2dd, \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc774\ubbf8\uc9c0 \uc778\uc2dd \ub4f1 \uc5ec\ub7ec \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. 2. \uc778\uacf5\uc9c0\ub2a5 \uae30\uc220\uc744 \uc704\ud55c \ud544\uc218 \uc5b8\uc5b4: \ud30c\uc774\uc36c \ud30c\uc774\uc36c\uc740 AI \ubc0f \ub370\uc774\ud130 \uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c \uac00\uc7a5 \uc778\uae30 \uc788\ub294 \uc5b8\uc5b4 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uc774\ub294 \uac04\uacb0\ud55c \ubb38\ubc95\uacfc \ud48d\ubd80\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac \ub355\ubd84\uc5d0 \ube60\ub974\uac8c \ubc1c\uc804\ud558\uace0 &hellip; <a href=\"https:\/\/atmokpo.com\/w\/40067\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \ud30c\uc774\uc36c\uacfc \ud150\uc11c\ud50c\ub85c\uc6b0, \ud30c\uc774\ud1a0\uce58 \uc124\uce58 \ubc0f \ud658\uacbd \uc124\uc815&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[205],"tags":[],"class_list":["post-40067","post","type-post","status-publish","format-standard","hentry","category-205"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \ud30c\uc774\uc36c\uacfc \ud150\uc11c\ud50c\ub85c\uc6b0, \ud30c\uc774\ud1a0\uce58 \uc124\uce58 \ubc0f \ud658\uacbd \uc124\uc815 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/40067\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \ud30c\uc774\uc36c\uacfc \ud150\uc11c\ud50c\ub85c\uc6b0, \ud30c\uc774\ud1a0\uce58 \uc124\uce58 \ubc0f \ud658\uacbd \uc124\uc815 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"1. \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \uac1c\uc694 \uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \uae30\uacc4\uac00 \uc778\uac04\uacfc \uc720\uc0ac\ud55c \ubc29\uc2dd\uc73c\ub85c \uc0ac\uace0\ud558\uace0 \ud559\uc2b5\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774\ub294 \ub370\uc774\ud130 \ubd84\uc11d, \ud328\ud134 \uc778\uc2dd, \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc774\ubbf8\uc9c0 \uc778\uc2dd \ub4f1 \uc5ec\ub7ec \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. 2. \uc778\uacf5\uc9c0\ub2a5 \uae30\uc220\uc744 \uc704\ud55c \ud544\uc218 \uc5b8\uc5b4: 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