{"id":41612,"date":"2024-11-07T16:56:18","date_gmt":"2024-11-07T16:56:18","guid":{"rendered":"https:\/\/atmokpo.com\/w\/?p=41612"},"modified":"2024-11-26T06:36:11","modified_gmt":"2024-11-26T06:36:11","slug":"18-%ec%9d%b8%ea%b3%b5%ec%a7%80%eb%8a%a5-%ed%9b%88%eb%a0%a8%ec%9a%a9-%ec%84%9c%eb%b2%84-%ea%b5%ac%ec%b6%95%ed%95%98%ea%b8%b0-jupyter-notebook-%ec%84%9c%eb%b2%84-%ec%84%a4%ec%a0%95-%ec%9b%90%ea%b2%a9","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/41612\/","title":{"rendered":"18.\uc778\uacf5\uc9c0\ub2a5 \ud6c8\ub828\uc6a9 \uc11c\ubc84 \uad6c\ucd95\ud558\uae30, Jupyter Notebook \uc11c\ubc84 \uc124\uc815  \uc6d0\uaca9\uc5d0\uc11c \uc27d\uac8c \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uace0 \ud6c8\ub828\ud558\uae30 \uc704\ud55c Jupyter Notebook \uc124\uce58\uc640 \uc124\uc815"},"content":{"rendered":"<p><body><\/p>\n<h2>1. \uc11c\ub860<\/h2>\n<p>\uc778\uacf5\uc9c0\ub2a5(AI)\uacfc \uba38\uc2e0\ub7ec\ub2dd(ML) \ubd84\uc57c\uc758 \uae09\uc18d\ud55c \ubc1c\uc804\uc73c\ub85c \uc778\ud574 \ub9ce\uc740 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc640 \uac1c\ubc1c\uc790\ub4e4\uc740 Jupyter Notebook\uc744<br \/>\n    \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uace0 \ud6c8\ub828\ud558\ub824\uace0 \ud569\ub2c8\ub2e4. Jupyter Notebook\uc740 \ucf54\ub4dc \uc791\uc131, \ub370\uc774\ud130 \ubd84\uc11d, \uc2dc\uac01\ud654 \ub4f1\uc744 \uc27d\uace0<br \/>\n    \uc9c1\uad00\uc801\uc73c\ub85c \ud560 \uc218 \uc788\ub294 \uc6f9 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc785\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 Ubuntu \uc11c\ubc84\uc5d0 Jupyter Notebook\uc744 \uc124\uce58\ud558\uace0<br \/>\n    \uc124\uc815\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc6d0\uaca9\uc5d0\uc11c \uc27d\uac8c \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uace0 \ud6c8\ub828\ud560 \uc218 \uc788\ub294<br \/>\n    \ud658\uacbd\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>2. \uc11c\ubc84 \uc900\ube44<\/h2>\n<p>\uba3c\uc800, \uc6b0\ubd84\ud22c \uc11c\ubc84\ub97c \uc900\ube44\ud569\ub2c8\ub2e4. \uc774 \uc11c\ubc84\ub294 AWS EC2, DigitalOcean, Google Cloud Platform \ub4f1 \ub2e4\uc591\ud55c<br \/>\n    \ud074\ub77c\uc6b0\ub4dc \uc81c\uacf5\uc5c5\uccb4\uc5d0\uc11c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uae30\ubcf8\uc801\uc73c\ub85c \uc694\uad6c\ub418\ub294 \uc2dc\uc2a4\ud15c \uc0ac\uc591\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\uc6b4\uc601 \uccb4\uc81c: Ubuntu 20.04 LTS \uc774\uc0c1<\/li>\n<li>\uba54\ubaa8\ub9ac: 4GB \uc774\uc0c1<\/li>\n<li>CPU: 2\ucf54\uc5b4 \uc774\uc0c1<\/li>\n<li>\ub514\uc2a4\ud06c: \ucd5c\uc18c 20GB \uc774\uc0c1<\/li>\n<\/ul>\n<h2>3. \ud328\ud0a4\uc9c0 \uc5c5\ub370\uc774\ud2b8<\/h2>\n<p>\uc11c\ubc84\uc5d0 \uc811\uc18d\ud55c \ud6c4, \ud56d\uc0c1 \ucd5c\uc2e0 \uc0c1\ud0dc\ub85c \uc720\uc9c0\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c \uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud328\ud0a4\uc9c0\ub97c \uc5c5\ub370\uc774\ud2b8\ud569\ub2c8\ub2e4:<\/p>\n<pre><code>sudo apt update &amp;&amp; sudo apt upgrade -y<\/code><\/pre>\n<h2>4. Python\uacfc pip \uc124\uce58<\/h2>\n<p>Jupyter Notebook\uc740 Python3 \uae30\ubc18\uc774\ubbc0\ub85c, Python\uacfc \ud328\ud0a4\uc9c0 \uad00\ub9ac\uc790\uc778 pip\uc744 \uc124\uce58\ud574\uc57c \ud569\ub2c8\ub2e4. \ub2e4\uc74c \uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4:<\/p>\n<pre><code>sudo apt install python3 python3-pip -y<\/code><\/pre>\n<h2>5. \uac00\uc0c1 \ud658\uacbd \uc124\uc815<\/h2>\n<p>\uac00\uc0c1 \ud658\uacbd\uc740 \ud504\ub85c\uc81d\ud2b8\ub9c8\ub2e4 \ub3c5\ub9bd\uc801\uc778 \ud328\ud0a4\uc9c0\ub97c \uc720\uc9c0\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4. <code>venv<\/code>\ub77c\ub294 \ubaa8\ub4c8\uc744<br \/>\n    \uc0ac\uc6a9\ud558\uc5ec \uac00\uc0c1 \ud658\uacbd\uc744 \uc124\uc815\ud569\ub2c8\ub2e4:<\/p>\n<pre><code>python3 -m venv jupyter_env<\/code><\/pre>\n<p>\uac00\uc0c1 \ud658\uacbd\uc744 \ud65c\uc131\ud654\ud558\ub824\uba74 \uc544\ub798 \uba85\ub839\uc5b4\ub97c \uc785\ub825\ud569\ub2c8\ub2e4:<\/p>\n<pre><code>source jupyter_env\/bin\/activate<\/code><\/pre>\n<h2>6. Jupyter Notebook \uc124\uce58<\/h2>\n<p>\uac00\uc0c1 \ud658\uacbd\uc774 \ud65c\uc131\ud654\ub41c \uc0c1\ud0dc\uc5d0\uc11c Jupyter Notebook\uc744 \uc124\uce58\ud569\ub2c8\ub2e4:<\/p>\n<pre><code>pip install jupyter<\/code><\/pre>\n<h2>7. Jupyter Notebook \uc124\uc815<\/h2>\n<p>\uc124\uc815 \ud30c\uc77c\uc744 \uc0dd\uc131\ud558\uc5ec Jupyter Notebook\uc744 \uad6c\uc131\ud569\ub2c8\ub2e4:<\/p>\n<pre><code>jupyter notebook --generate-config<\/code><\/pre>\n<p>\uc704 \uba85\ub839\uc5b4\ub85c \uc0dd\uc131\ub41c \uc124\uc815 \ud30c\uc77c\uc740 <code>~\/.jupyter\/jupyter_notebook_config.py<\/code>\uc5d0 \uc704\uce58\ud569\ub2c8\ub2e4. \uc774 \ud30c\uc77c\uc744<br \/>\n    \ud3b8\uc9d1\ud558\uc5ec \uc6d0\uaca9 \uc811\uc18d\uc744 \ud5c8\uc6a9\ud558\uace0, \ube44\ubc00\ubc88\ud638\ub97c \uc124\uc815\ud569\ub2c8\ub2e4. \ud3b8\uc9d1\ud558\ub824\uba74 \ub2e4\uc74c \uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4:<\/p>\n<pre><code>nano ~\/.jupyter\/jupyter_notebook_config.py<\/code><\/pre>\n<p>\ub2e4\uc74c\uacfc \uac19\uc740 \uc124\uc815\uc744 \ucd94\uac00\ud569\ub2c8\ub2e4:<\/p>\n<pre><code># Jupyter Notebook\uc758 IP \uc8fc\uc18c\ub97c 0.0.0.0\uc73c\ub85c \uc124\uc815 (\ubaa8\ub4e0 IP \ud5c8\uc6a9)\nc.NotebookApp.ip = '0.0.0.0'\n\n# \ud3ec\ud2b8 \uc124\uc815 (\uae30\ubcf8\uac12\uc740 8888)\nc.NotebookApp.port = 8888\n\n# \ube44\ubc00\ubc88\ud638 \uc124\uc815 (\uc554\ud638\ud654\ub41c \ube44\ubc00\ubc88\ud638\ub97c \uc0ac\uc6a9)\nc.NotebookApp.password = '\uc774\uacf3\uc5d0_\ube44\ubc00\ubc88\ud638\ub97c_\uc785\ub825\ud558\uc138\uc694'\n\n# Notebook\uc744 \uc790\ub3d9\uc73c\ub85c \uc5f4\uc9c0 \uc54a\uae30\nc.NotebookApp.open_browser = False\n\n# \uc6d0\uaca9 \uc811\uc18d \ud5c8\uc6a9\nc.NotebookApp.allow_remote_access = True<\/code><\/pre>\n<h2>8. Jupyter Notebook \uc2dc\uc791\ud558\uae30<\/h2>\n<p>Jupyter Notebook\uc744 \uc2dc\uc791\ud558\ub824\uba74 \ub2e4\uc74c \uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4:<\/p>\n<pre><code>jupyter notebook<\/code><\/pre>\n<p>\uc774\uc81c \uc6f9 \ube0c\ub77c\uc6b0\uc800\uc5d0\uc11c <code>http:\/\/&lt;\uc11c\ubc84_IP&gt;:8888<\/code> \uc8fc\uc18c\ub85c \uc811\uc18d\ud558\uc5ec Jupyter Notebook\uc5d0 \ub85c\uadf8\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n    \uc774\uc804 \ub2e8\uacc4\uc5d0\uc11c \uc124\uc815\ud55c \ube44\ubc00\ubc88\ud638\ub97c \uc785\ub825\ud558\uba74 \uc0ac\uc6a9 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n<h2>9. \ucd94\uac00 \ubcf4\uc548 \uc124\uc815<\/h2>\n<p>\uc6d0\uaca9\uc5d0\uc11c Jupyter Notebook\uc5d0 \uc811\uc18d\ud560 \ub54c \ubcf4\uc548\uc744 \uac15\ud654\ud558\uae30 \uc704\ud574 SSL\uc744 \uc124\uc815\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4.<br \/>\n    SSL \uc778\uc99d\uc11c\ub97c \uad6c\ub9e4\ud558\uac70\ub098 \ubb34\ub8cc \uc11c\ube44\uc2a4\uc778 Let&#8217;s Encrypt\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. SSL \uc778\uc99d\uc11c\ub97c \uc124\uc815\ud55c \ud6c4<br \/>\n    <code>jupyter_notebook_config.py<\/code> \ud30c\uc77c\uc5d0 \ub2e4\uc74c\uacfc \uac19\uc740 \uc124\uc815\uc744 \ucd94\uac00\ud569\ub2c8\ub2e4:<\/p>\n<pre><code># SSL \uc778\uc99d\uc11c \ubc0f \ud0a4 \ud30c\uc77c \uacbd\ub85c\nc.NotebookApp.certfile = u'\/etc\/letsencrypt\/live\/yourdomain\/cert.pem'\nc.NotebookApp.keyfile = u'\/etc\/letsencrypt\/live\/yourdomain\/privkey.pem'<\/code><\/pre>\n<h2>10. \uacb0\ub860<\/h2>\n<p>\uc774\uc81c \uc6b0\ubd84\ud22c \uc11c\ubc84\uc5d0 Jupyter Notebook\uc744 \uc131\uacf5\uc801\uc73c\ub85c \uc124\uce58\ud558\uace0 \uc124\uc815\ud588\uc2b5\ub2c8\ub2e4. \uc6d0\uaca9\uc5d0\uc11c AI \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uace0<br \/>\n    \ud6c8\ub828\ud558\uae30 \uc704\ud55c \uc644\ubcbd\ud55c \ud658\uacbd\uc774 \ub9c8\ub828\ub418\uc5c8\uc2b5\ub2c8\ub2e4. Jupyter Notebook\uc740 \ub2e4\uc591\ud55c \ud328\ud0a4\uc9c0\uc640 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \uacb0\ud569\ud558\uc5ec \ub354<br \/>\n    \ub098\uc740 \uac1c\ubc1c \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \uc11c\ubc84\ub97c \ud1b5\ud574 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \uc791\uc5c5\uc744 \uc190\uc27d\uac8c<br \/>\n    \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c \ub354 \ub9ce\uc740 \ud504\ub85c\uc81d\ud2b8\uc640 \uc5f0\uad6c\uc5d0 \uc774 \uc11c\ubc84\ub97c \ud65c\uc6a9\ud558\uc2dc\uae38 \ubc14\ub78d\ub2c8\ub2e4!<\/p>\n<h2>11. \ucc38\uace0 \uc790\ub8cc<\/h2>\n<ul>\n<li><a href=\"https:\/\/jupyter.org\/documentation\">Jupyter \uacf5\uc2dd \ubb38\uc11c<\/a><\/li>\n<li><a href=\"https:\/\/www.python.org\/doc\/versions\/\">Python \uacf5\uc2dd \ubb38\uc11c<\/a><\/li>\n<li><a href=\"https:\/\/ubuntu.com\/tutorials\/install-and-configure-nginx#1-overview\">Ubuntu Nginx \uc124\uce58 \uac00\uc774\ub4dc<\/a><\/li>\n<\/ul>\n<p><\/body><\/p>\n","protected":false},"excerpt":{"rendered":"<p>1. \uc11c\ub860 \uc778\uacf5\uc9c0\ub2a5(AI)\uacfc \uba38\uc2e0\ub7ec\ub2dd(ML) \ubd84\uc57c\uc758 \uae09\uc18d\ud55c \ubc1c\uc804\uc73c\ub85c \uc778\ud574 \ub9ce\uc740 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc640 \uac1c\ubc1c\uc790\ub4e4\uc740 Jupyter Notebook\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uace0 \ud6c8\ub828\ud558\ub824\uace0 \ud569\ub2c8\ub2e4. Jupyter Notebook\uc740 \ucf54\ub4dc \uc791\uc131, \ub370\uc774\ud130 \ubd84\uc11d, \uc2dc\uac01\ud654 \ub4f1\uc744 \uc27d\uace0 \uc9c1\uad00\uc801\uc73c\ub85c \ud560 \uc218 \uc788\ub294 \uc6f9 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc785\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 Ubuntu \uc11c\ubc84\uc5d0 Jupyter Notebook\uc744 \uc124\uce58\ud558\uace0 \uc124\uc815\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc6d0\uaca9\uc5d0\uc11c \uc27d\uac8c \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uace0 \ud6c8\ub828\ud560 \uc218 \uc788\ub294 &hellip; <a href=\"https:\/\/atmokpo.com\/w\/41612\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;18.\uc778\uacf5\uc9c0\ub2a5 \ud6c8\ub828\uc6a9 \uc11c\ubc84 \uad6c\ucd95\ud558\uae30, Jupyter Notebook \uc11c\ubc84 \uc124\uc815  \uc6d0\uaca9\uc5d0\uc11c \uc27d\uac8c \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uace0 \ud6c8\ub828\ud558\uae30 \uc704\ud55c Jupyter Notebook \uc124\uce58\uc640 \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":[179],"tags":[],"class_list":["post-41612","post","type-post","status-publish","format-standard","hentry","category-179"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>18.\uc778\uacf5\uc9c0\ub2a5 \ud6c8\ub828\uc6a9 \uc11c\ubc84 \uad6c\ucd95\ud558\uae30, Jupyter Notebook \uc11c\ubc84 \uc124\uc815 \uc6d0\uaca9\uc5d0\uc11c \uc27d\uac8c \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uace0 \ud6c8\ub828\ud558\uae30 \uc704\ud55c Jupyter Notebook \uc124\uce58\uc640 \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\/41612\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"18.\uc778\uacf5\uc9c0\ub2a5 \ud6c8\ub828\uc6a9 \uc11c\ubc84 \uad6c\ucd95\ud558\uae30, Jupyter Notebook \uc11c\ubc84 \uc124\uc815 \uc6d0\uaca9\uc5d0\uc11c \uc27d\uac8c \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uace0 \ud6c8\ub828\ud558\uae30 \uc704\ud55c Jupyter Notebook \uc124\uce58\uc640 \uc124\uc815 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"1. \uc11c\ub860 \uc778\uacf5\uc9c0\ub2a5(AI)\uacfc \uba38\uc2e0\ub7ec\ub2dd(ML) \ubd84\uc57c\uc758 \uae09\uc18d\ud55c \ubc1c\uc804\uc73c\ub85c \uc778\ud574 \ub9ce\uc740 \ub370\uc774\ud130 \uacfc\ud559\uc790\uc640 \uac1c\ubc1c\uc790\ub4e4\uc740 Jupyter Notebook\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uace0 \ud6c8\ub828\ud558\ub824\uace0 \ud569\ub2c8\ub2e4. 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