{"id":2343,"date":"2022-02-27T19:36:59","date_gmt":"2022-02-27T10:36:59","guid":{"rendered":"https:\/\/aiacademy.jp\/media\/?p=2343"},"modified":"2024-08-06T16:08:51","modified_gmt":"2024-08-06T07:08:51","slug":"%e3%80%90google-colab%e3%80%91colab-%e3%81%a7-r-%e3%82%92%e4%bd%bf%e3%81%8a%e3%81%86","status":"publish","type":"post","link":"https:\/\/aiacademy.jp\/media\/?p=2343","title":{"rendered":"\u3010Google Colab\u3011Colab \u3067 R \u3092\u4f7f\u304a\u3046"},"content":{"rendered":"<div id=\"sgb-css-id-1\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size is-style-fill has-medium-font-size\"><a class=\"wp-block-button__link has-vivid-green-cyan-background-color has-background wp-element-button\" href=\"https:\/\/lin.ee\/3E4GzWk\" rel=\"nofollow noopener\" target=\"_blank\">LINE\u53cb\u3060\u3061\u767b\u9332 \u25b6\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30b3\u30fc\u30b9\u25b6\u53d7\u8b1b\u5272\u5f15\u30af\u30fc\u30dd\u30f3 \u7121\u6599\u52d5\u753b<\/a><\/div>\n<\/div>\n<\/div>\n\n\n<div class=\"toc\">    <div id=\"toc_container\" class=\"sgb-toc--no-bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <a href=\"#i-0\">Google Colab\u3067 R \u3092\u4f7f\u3046\u65b9\u6cd5<\/a>  <\/li>  <li class=\"last\">    <a href=\"#i-1\">\u304a\u308f\u308a\u306b<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><div class=\"toc\"><p><\/p>\n<\/div><h2 class=\"wp-block-heading\" id=\"i-0\">Google Colab\u3067 R \u3092\u4f7f\u3046\u65b9\u6cd5<\/h2>\n\n\n\n<p><a href=\"https:\/\/colab.research.google.com\/\" rel=\"nofollow noopener\" target=\"_blank\">Google Colab<\/a>\u306e\u30da\u30fc\u30b8\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u65b0\u898f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"502\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.22.16-1024x502.png\" alt=\"\" class=\"wp-image-2344\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.22.16-1024x502.png 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.22.16-300x147.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.22.16-768x376.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.22.16-940x460.png 940w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.22.16.png 1482w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u753b\u9762\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"793\" height=\"342\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.26.17.png\" alt=\"\" class=\"wp-image-2345\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.26.17.png 793w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.26.17-300x129.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.26.17-768x331.png 768w\" sizes=\"auto, (max-width: 793px) 100vw, 793px\"><\/figure>\n\n\n\n<p>\u6b21\u306b<a href=\"https:\/\/aiacademy.jp\/daataset\/Colaboratory.ipynb\">\u3053\u3061\u3089<\/a>\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u300c<a href=\"https:\/\/aiacademy.jp\/daataset\/Colaboratory.ipynb\">Colaboratory.ipynb<\/a>\u300d\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"675\" height=\"722\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.25.07.png\" alt=\"\" class=\"wp-image-2346\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.25.07.png 675w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.25.07-280x300.png 280w\" sizes=\"auto, (max-width: 675px) 100vw, 675px\"><\/figure>\n\n\n\n<p>\u300c\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u300d\u304b\u3089\u5148\u307b\u3069\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f<meta charset=\"utf-8\">\u300c<a href=\"https:\/\/aiacademy.jp\/daataset\/Colaboratory.ipynb\">Colaboratory.ipynb<\/a>\u300d\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"610\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.27.49-1024x610.png\" alt=\"\" class=\"wp-image-2347\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.27.49-1024x610.png 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.27.49-300x179.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.27.49-768x457.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.27.49-940x560.png 940w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.27.49.png 1476w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u304c\u5b8c\u4e86\u3059\u308b\u3068\u3001R\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u66f8\u3044\u3066\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>x &lt;- 10\nx<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"776\" height=\"256\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.30.11.png\" alt=\"\" class=\"wp-image-2348\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.30.11.png 776w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.30.11-300x99.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.30.11-768x253.png 768w\" sizes=\"auto, (max-width: 776px) 100vw, 776px\"><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u7d9a\u3044\u3066\u305d\u306e\u4ed6\u306eR\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3082\u52d5\u304f\u304b\u8a66\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>install.packages( \"datarium\" )\ndata = c( 10, 15, 30, 40, 56, 62 )\nplot( data )<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"765\" height=\"739\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.32.28.png\" alt=\"\" class=\"wp-image-2350\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.32.28.png 765w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2022-02-27-19.32.28-300x290.png 300w\" sizes=\"auto, (max-width: 765px) 100vw, 765px\"><\/figure>\n\n\n\n<p>\u540c\u69d8\u306bR\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u52d5\u4f5c\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-1\">\u304a\u308f\u308a\u306b<\/h2>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001R\u8a00\u8a9e\u3092Google Colab\u3067\u52d5\u4f5c\u3059\u308b\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002<br>\u30c7\u30fc\u30bf\u5206\u6790\u3084\u7d71\u8a08\u51e6\u7406\u3092\u5b9f\u65bd\u3057\u305f\u3044\u65b9\u306b\u306fR\u8a00\u8a9e\u304c\u30aa\u30b9\u30b9\u30e1\u3067\u3059\u3002\u6c17\u306b\u306a\u3063\u305f\u65b9\u306f\u672c\u8a18\u4e8b\u306e\u5185\u5bb9\u3092\u5143\u306bR\u8a00\u8a9e\u306e\u57fa\u672c\u6587\u6cd5\u3084\u3001\u30c7\u30fc\u30bf\u306e\u52a0\u5de5\u3001\u7d71\u8a08\u89e3\u6790\u7b49\u3092\u5b66\u3093\u3067\u307f\u3066\u304f\u3060\u3055\u3044\u3002<br>\u72ec\u5b66\u3067\u306f\u306a\u304f\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u8cea\u554f\u3057\u653e\u984c\u306e\u74b0\u5883\u3067\u5b66\u3073\u305f\u3044\u65b9\u306f\u3001<a href=\"https:\/\/aiacademy.jp\/bootcamp\/\">AI Academy Bootcamp<\/a>\u306e\u300c<a href=\"https:\/\/aiacademy.jp\/bootcamp\/\">\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u52d5\u753b\uff0b\u30c1\u30e3\u30c3\u30c8\u30b5\u30dd\u30fc\u30c8\u30d7\u30e9\u30f3<\/a>\u300d\u3092\u3054\u691c\u8a0e\u304f\u3060\u3055\u3044\u3002<br>\u672c\u30d7\u30e9\u30f3\u3067\u306f\u3001\uff16\u30f6\u6708\u8cea\u554f\u3057\u653e\u984c\u3067\u53d7\u8b1b\u6599\u304c35,000\u5186\uff08\u7a0e\u8fbc\uff09\u3067\u3054\u53d7\u8b1b\u9802\u3051\u307e\u3059\u3002<br>1\u65e5\u306e\u53d7\u8b1b\u8cbb\u7528\u63db\u7b97\u3067\u3001\u306a\u3093\u3068194\u5186\u3067\u3054\u53d7\u8b1b\u9802\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<p>450\u7a2e\u985e\u306e\u30aa\u30ea\u30b8\u30ca\u30eb\u30c6\u30ad\u30b9\u30c8\u30b3\u30f3\u30c6\u30f3\u30c4\u306b\u52a0\u3048\u30015\u3064\u306e\u52d5\u753b\u30b3\u30fc\u30b9\uff08AI\u30d7\u30e9\u30f3\u30ca\u30fc\u30b3\u30fc\u30b9\u3001\u521d\u3081\u3066\u306ePython\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3001Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u5165\u9580\u30b3\u30fc\u30b9\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u30b3\u30fc\u30b9\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u30b3\u30fc\u30b9\uff09\u3082\u3054\u53d7\u8b1b\u9802\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u696d\u754c\u6700\u5b89\u5024\u3067\u3001\u3069\u3053\u3088\u308a\u3082\u304a\u5f97\u306b\u3001\u52b9\u7387\u3088\u304fAI\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u4ed8\u3051\u305f\u3044\u65b9\u3001AI\u4eba\u6750\u3068\u3057\u3066\u8ee2\u8077\u3057\u305f\u3044\u65b9\u306f\u662f\u975e\u3054\u53d7\u8b1b\u3054\u691c\u8a0e\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><strong><a href=\"https:\/\/aiacademy.jp\/bootcamp\/\">AI Academy&nbsp;Bootcamp<\/a><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/aiacademy.jp\/bootcamp\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"341\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-1024x341.png\" alt=\"\" class=\"wp-image-691\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-1024x341.png 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-300x100.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-768x256.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-940x313.png 940w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/a><\/figure>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u76ee\u6b21 Google Colab\u3067 R \u3092\u4f7f\u3046\u65b9\u6cd5 \u304a\u308f\u308a\u306b Google Colab\u3067 R \u3092\u4f7f\u3046\u65b9\u6cd5 Google Colab\u306e\u30da\u30fc\u30b8\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u65b0\u898f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002 \u4ee5\u4e0b\u306e\u3088\u3046\u306a\u753b\u9762\u306b\u306a\u308a\u307e\u3059\u3002 \u6b21\u306b\u3053\u3061 &#8230; <\/p>\n","protected":false},"author":1,"featured_media":2352,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[170],"tags":[],"class_list":{"0":"post-2343","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-google-colaboratory"},"_links":{"self":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/2343","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2343"}],"version-history":[{"count":4,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/2343\/revisions"}],"predecessor-version":[{"id":4727,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/2343\/revisions\/4727"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/media\/2352"}],"wp:attachment":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2343"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2343"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2343"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}