{"id":2359,"date":"2022-02-27T23:32:47","date_gmt":"2022-02-27T14:32:47","guid":{"rendered":"https:\/\/aiacademy.jp\/media\/?p=2359"},"modified":"2024-08-06T17:32:06","modified_gmt":"2024-08-06T08:32:06","slug":"google-colab%e3%81%a7-r-%e8%a8%80%e8%aa%9e%e3%81%ae%e6%96%87%e6%b3%95%e3%82%92%e9%80%9f%e7%bf%92%e3%81%97%e3%82%88%e3%81%86%ef%bc%81","status":"publish","type":"post","link":"https:\/\/aiacademy.jp\/media\/?p=2359","title":{"rendered":"Google Colab\u3067 R \u8a00\u8a9e\u306e\u6587\u6cd5\u3092\u901f\u7fd2\u3057\u3088\u3046\uff01"},"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 Python\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\">\u306f\u3058\u3081\u306b<\/a>  <\/li>  <li>    <a href=\"#i-1\">R\u8a00\u8a9e\u3068\u306f<\/a>  <\/li>  <li>    <a href=\"#i-2\">\u3010\u521d\u5b66\u8005\u5411\u3051\u3011\u300cR\u300d\u8a00\u8a9e\u3068\u306f\uff1fR\u8a00\u8a9e\u306b\u95a2\u3057\u3066\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\uff01<\/a>  <\/li>  <li>    <a href=\"#i-3\">\u3010Google Colab\u3011Colab \u3067 R \u3092\u4f7f\u304a\u3046<\/a>  <\/li>  <li>    <a href=\"#i-4\">\u56db\u5247\u6f14\u7b97<\/a>  <\/li>  <li>    <a href=\"#i-5\">\u5909\u6570\u306e\u4ee3\u5165<\/a>  <\/li>  <li>    <a href=\"#i-6\">\u95a2\u6570<\/a>  <\/li>  <li>    <a href=\"#i-7\">\u30d9\u30af\u30c8\u30eb<\/a>  <\/li>  <li>    <a href=\"#i-8\">\u30ea\u30b9\u30c8<\/a>  <\/li>  <li>    <a href=\"#i-9\">\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0<\/a>  <\/li>  <li class=\"last\">    <a href=\"#i-10\">\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\">\u306f\u3058\u3081\u306b<\/h2>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001R\u8a00\u8a9e\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\uff08\u6587\u6cd5\uff09\u306e\u307f\u3092\u5b66\u3073\u307e\u3059\u3002\u4f55\u3089\u304b\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\uff08Python\u306a\u3069\uff09\u3067\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u57fa\u672c\u6587\u6cd5\u3092\u5b66\u3093\u3067\u3044\u308b\u65b9\u3092\u5bfe\u8c61\u306b\u8a18\u8ff0\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u5909\u6570\u3068\u306f\u4f55\u304b\u3001\u95a2\u6570\u3068\u306f\u3068\u3044\u3063\u305f\u7528\u8a9e\u306e\u8aac\u660e\u306f\u3057\u307e\u305b\u3093\u306e\u3067\u3054\u4e86\u627f\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-1\">R\u8a00\u8a9e\u3068\u306f<\/h2>\n\n\n\n<p><a href=\"https:\/\/aiacademy.jp\/texts\/show\/r-projet.org\">R<\/a>\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u5229\u7528\u53ef\u80fd\u306a\u7d71\u8a08\u3084\u30c7\u30fc\u30bf\u89e3\u6790\u306b\u7279\u5316\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3067\u3059\u3002<\/p>\n\n\n\n<p>R\u3068\u540c\u69d8\u306a\u3053\u3068\u304c\u51fa\u6765\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306b\u306f\u3001Python\u3084Matlab\u3001Julia\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e0a\u8a18\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3067\u3082\u7d71\u8a08\u51e6\u7406\u3084\u30c7\u30fc\u30bf\u89e3\u6790\u306f\u53ef\u80fd\u3067\u3059\u304c\u3001R\u306fPython\u3088\u308a\u3082\u30c7\u30fc\u30bf\u5206\u6790\u306b\u8a18\u8ff0\u3059\u308b\u30b3\u30fc\u30c9\u304c\u6bd4\u8f03\u7684\u77ed\u3044\u305f\u3081\u3001\u7d20\u65e9\u304f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u8a66\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u30cf\u30c9\u30ea\u30fc\u30fb\u30a6\u30a3\u30c3\u30ab\u30e0 (Hadley Wickham) \u6c0f\u304c\u63d0\u5531\u3057\u305f\u6574\u7136\u30c7\u30fc\u30bf (tidy data)\u3092\u6271\u3046\u305f\u3081\u306e\u30c4\u30fc\u30eb\u304c\u5145\u5b9f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>R\u306e\u74b0\u5883\u69cb\u7bc9\u306b\u95a2\u3057\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u3069\u3061\u3089\u304b\u3092\u3054\u53c2\u8003\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-2\"><a href=\"https:\/\/aiacademy.jp\/media\/?p=1123\">\u3010\u521d\u5b66\u8005\u5411\u3051\u3011\u300cR\u300d\u8a00\u8a9e\u3068\u306f\uff1fR\u8a00\u8a9e\u306b\u95a2\u3057\u3066\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\uff01<\/a><\/h2>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-3\"><a href=\"https:\/\/aiacademy.jp\/media\/?p=2343\">\u3010Google Colab\u3011Colab \u3067 R \u3092\u4f7f\u304a\u3046<\/a><\/h2>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-4\">\u56db\u5247\u6f14\u7b97<\/h2>\n\n\n\n<p>\u8db3\u3057\u7b97\u306f<code>+<\/code>\u3001\u5f15\u304d\u7b97\u306f<code>-<\/code>\u3001\u639b\u3051\u7b97\u306f<code>*<\/code>\u3001\u5272\u308a\u7b97\u306f<code>\/<\/code>\u3067\u8a08\u7b97\u3067\u304d\u307e\u3059\u3002\u307e\u305f<code>[1]<\/code>\u306f\u51fa\u529b\u90e8\u5206\u306b\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u6253\u3061\u8fbc\u3080\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&gt; 1 + 5\n2\n[1] 6\n3\n&gt; 10 - 5\n4\n[1] 5\n5\n&gt; 20 * 3\n6\n[1] 60\n7\n&gt; 20 \/ 4\n8\n[1] 5<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-5\">\u5909\u6570\u306e\u4ee3\u5165<\/h2>\n\n\n\n<p>R\u8a00\u8a9e\u3067\u5909\u6570\u3092\u6271\u3046\u5834\u5408\u306f\u3001<code>&lt;-<\/code>\u3092\u5229\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&gt; x &lt;- 10\n&gt; x + 1\n[1] 11<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-6\">\u95a2\u6570<\/h2>\n\n\n\n<p>R\u8a00\u8a9e\u306b\u306f\u3001\u5e73\u65b9\u6839(\u221a)\u3092\u8a08\u7b97\u3059\u308b<code>sqrt<\/code>\u95a2\u6570\u306a\u3069\u306e\u6a19\u6e96\u95a2\u6570\u3068\u3001\u81ea\u5206\u3067\u95a2\u6570\u3092\u5b9a\u7fa9\u3059\u308b\u72ec\u81ea\u95a2\u6570\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&gt; x &lt;- sqrt(10)\n&gt; x\n[1] 3.162278<\/code><\/pre>\n\n\n\n<p>\u6b21\u306b\u3001\u4ee5\u4e0b\u306f\u72ec\u81ea\u95a2\u6570<code>add<\/code>\u95a2\u6570\u3092\u5b9a\u7fa9\u3057\u305f\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&gt; add &lt;- function(x1, x2) {\n+     return (x1 + x2)\n+ }\n&gt; add(10, 200)\n[1] 210<\/code><\/pre>\n\n\n\n<p>\u203b\u4e0a\u8a18\u306e<code>&gt;<\/code>\u3068<code>+<\/code>\u306f\u6253\u3061\u8fbc\u3080\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-7\">\u30d9\u30af\u30c8\u30eb<\/h2>\n\n\n\n<p>R\u8a00\u8a9e\u3067\u306f\u30d9\u30af\u30c8\u30eb\u3092<code>c<\/code>\u3068\u3044\u3046\u95a2\u6570\u3092\u4f7f\u3063\u3066\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&gt; c(10, 20, 30, 40, 50)\n[1] 10 20 30 40 50<\/code><\/pre>\n\n\n\n<p>\u30d9\u30af\u30c8\u30eb\u306b\u5bfe\u3059\u308b\u56db\u5247\u6f14\u7b97\u306f\u5168\u3066\u306e\u8981\u7d20\u306b\u4f5c\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&gt; vec &lt;- c(10, 20, 30, 40, 50)\n&gt; vec + 10\n[1] 20 30 40 50 60<\/code><\/pre>\n\n\n\n<p>\u307e\u305f\u30d9\u30af\u30c8\u30eb\u306b\u95a2\u6570\u3092\u9069\u7528\u3059\u308b\u5834\u5408\u3001\u5168\u3066\u306e\u8981\u7d20\u306b\u4f5c\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&gt; sqrt(vec)\n[1] 3.162278 4.472136 5.477226 6.324555 7.071068<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-8\">\u30ea\u30b9\u30c8<\/h2>\n\n\n\n<p>\u30ea\u30b9\u30c8\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u578b\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002R\u3067\u30ea\u30b9\u30c8\u3092\u6271\u3046\u306b\u306flist()\u3092\u5229\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&gt; li = list(1, \"test\", 5.0)\n&gt; li\n[[1]]\n[1] 1\n\n[[2]]\n[1] \"test\"\n\n[[3]]\n[1] 5<\/code><\/pre>\n\n\n\n<p>\u307e\u305f\u5148\u307b\u3069\u5b66\u3093\u3060\u30d9\u30af\u30c8\u30eb\u306e\u8a18\u6cd5\u306b\u3001\u6587\u5b57\u5217\u578b\u3084\u6574\u6570\u578b\u306a\u3069\u3092\u6df7\u305c\u308b\u3068\u5168\u3066\u6587\u5b57\u5217\u578b\u306b\u5909\u63db\u3055\u308c\u307e\u3059\u306e\u3067\u6ce8\u610f\u3067\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>R\u3067\u30ea\u30b9\u30c8\u306e\u8981\u7d20\u3092\u53d6\u308a\u51fa\u3059\u5834\u5408\u306f\u3001<code>\u30ea\u30b9\u30c8\u540d[1]<\/code>\u3068\u3044\u3063\u305f\u8a18\u6cd5\u3067\u3001\u8981\u7d20\u3092\u53d6\u308a\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u3001Python\u3067\u306f\u6dfb\u3048\u5b57(index)\u306f0\u304b\u3089\u59cb\u307e\u308a\u307e\u3057\u305f\u304c\u3001R\u3067\u306f1\u756a\u76ee\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u306e\u3067\u6ce8\u610f\u3067\u3059\u3002&nbsp;&nbsp;<\/p>\n\n\n\n<p>\u5148\u307b\u3069\u5b9a\u7fa9\u3057\u305f\u30ea\u30b9\u30c8li\u306e\u5f8c\u306b\u6b21\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u8a18\u8ff0\u3057\u3066\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&gt; li[2]\n[[1]]\n[1] \"test\"<\/code><\/pre>\n\n\n\n<p>\u3059\u308b\u3068\uff12\u756a\u76ee\u306e\u8981\u7d20\u3067\u3042\u308b\u3001\u201dtest\u201d\u304c\u51fa\u529b\u3055\u308c\u307e\u3059\u3002&nbsp;\u307e\u305f\u3001\u30d9\u30af\u30c8\u30eb\u306e\u5834\u5408\u3001\u5168\u3066\u306e\u8981\u7d20\u306b\u56db\u5247\u6f14\u7b97\u3084\u95a2\u6570\u306e\u51e6\u7406\u304c\u4f5c\u7528\u3055\u308c\u307e\u3057\u305f\u304c\u3001\u30ea\u30b9\u30c8\u306f\u30a8\u30e9\u30fc\u306b\u306a\u308a\u307e\u3059\u306e\u3067\u6ce8\u610f\u3067\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>\u6b21\u306b\u3001\u30ea\u30b9\u30c8\u306b\u306fPython\u3067\u3044\u3046\u8f9e\u66f8\u578b\u306e\u3088\u3046\u306a\u4f7f\u3044\u65b9\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&gt; users &lt;- list(\u540d\u524d = \"\u7530\u4e2d\", \u5e74\u9f62 = 30)\n&gt; users\n$\u540d\u524d\n[1] \"\u7530\u4e2d\"\n\n$\u5e74\u9f62\n[1] 30\n\n&gt; users$\u540d\u524d\n[1] \"\u7530\u4e2d\"\n&gt; users$\u5e74\u9f62\n[1] 30<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-9\">\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0<\/h2>\n\n\n\n<p>R\u3067\u306f\u8868\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u3092\u8868\u73fe\u3067\u304d\u307e\u3059\u3002Python\u3067\u306f\u3001Pandas\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u8868\u73fe\u53ef\u80fd\u3067\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306e\u5b9f\u614b\u306f\u3001\u30ea\u30b9\u30c8\u306b\u300e\u540c\u3058\u9577\u3055\u306e\u30d9\u30af\u30c8\u30eb\u300f\u304c\u5165\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e0b\u8a18\u306e\u4f8b\u3067\u306fdata.frame()\u3092\u7528\u3044\u3066\u3001\u5909\u6570\u540d\u304c\u305d\u308c\u305e\u308c\u201d\u8eab\u9577\u201d\u3068\u201d\u4f53\u91cd\u201d\u3067\u3042\u308b\u4e8c\u3064\u306e\u30d9\u30af\u30c8\u30eb\u3092\u5f15\u6570\u306b\u6e21\u3057\u3001\u30d9\u30af\u30c8\u30eb\u304c\u5217\u3068\u3057\u3066\u683c\u7d0d\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u3092\u4f5c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&gt; \u8eab\u9577 &lt;- c(170, 181, 167)\n&gt; \u4f53\u91cd &lt;- c(61, 68, 55)\n&gt; X &lt;- data.frame(\u8eab\u9577, \u4f53\u91cd)\n&gt; X\n  \u8eab\u9577 \u4f53\u91cd\n1  170   61\n2  181   68\n3  167   55<\/code><\/pre>\n\n\n\n<p>\u5024(\u5217)\u3092\u53d6\u308a\u51fa\u3059\u306b\u306f\u3001\u30ea\u30b9\u30c8\u3068\u540c\u3058\u304f<code>$<\/code>\u3092\u5229\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&gt; X$\u8eab\u9577\n[1] 170 181 167\n&gt; X$\u4f53\u91cd\n[1] 61 68 55<\/code><\/pre>\n\n\n\n<p>\u5f8c\u304b\u3089\u884c\u3092\u6b21\u306e\u3088\u3046\u306b\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&gt; X$\u8077\u696d &lt;- c(\"\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\", \"\u55b6\u696d\", \"\u4eba\u4e8b\")\n&gt; X\n  \u8eab\u9577 \u4f53\u91cd           \u8077\u696d\n1  170   61 \u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\n2  181   68           \u55b6\u696d\n3  167   55           \u4eba\u4e8b\n&gt; X$\u540d\u524d &lt;- c(\"\u5c71\u7530\", \"\u9ad8\u6a4b\", \"\u4f50\u85e4\")\n&gt; X\n  \u8eab\u9577 \u4f53\u91cd           \u8077\u696d \u540d\u524d\n1  170   61 \u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0 \u5c71\u7530\n2  181   68           \u55b6\u696d \u9ad8\u6a4b\n3  167   55           \u4eba\u4e8b \u4f50\u85e4<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-10\">\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","protected":false},"excerpt":{"rendered":"<p>\u76ee\u6b21 \u306f\u3058\u3081\u306b R\u8a00\u8a9e\u3068\u306f \u3010\u521d\u5b66\u8005\u5411\u3051\u3011\u300cR\u300d\u8a00\u8a9e\u3068\u306f\uff1fR\u8a00\u8a9e\u306b\u95a2\u3057\u3066\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\uff01 \u3010Google Colab\u3011Colab \u3067 R \u3092\u4f7f\u304a\u3046 \u56db\u5247\u6f14\u7b97 \u5909\u6570\u306e\u4ee3\u5165 \u95a2\u6570 \u30d9\u30af\u30c8\u30eb \u30ea\u30b9\u30c8 \u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0 \u304a\u308f\u308a\u306b &#8230; <\/p>\n","protected":false},"author":1,"featured_media":2362,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[90],"tags":[],"class_list":{"0":"post-2359","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-90"},"_links":{"self":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/2359","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=2359"}],"version-history":[{"count":3,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/2359\/revisions"}],"predecessor-version":[{"id":4761,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/2359\/revisions\/4761"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/media\/2362"}],"wp:attachment":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2359"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2359"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2359"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}