{"id":8470,"date":"2024-11-29T17:03:58","date_gmt":"2024-11-29T08:03:58","guid":{"rendered":"https:\/\/miralab.co.jp\/media\/?p=8470"},"modified":"2025-09-07T16:30:40","modified_gmt":"2025-09-07T07:30:40","slug":"google-colaboratory","status":"publish","type":"post","link":"https:\/\/miralab.co.jp\/media\/google-colaboratory\/","title":{"rendered":"Google Colab\u3068\u306f\uff1f\u4f7f\u3044\u65b9\u3084\u6599\u91d1\uff01\u7121\u6599\u3067\u4f7f\u3048\u308b\uff1fGPU\u30ac\u30c1\u30e3\u3068\u306f"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/122.jpg\" alt=\"\" class=\"wp-image-13139\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/122.jpg 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/122-300x169.jpg 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/122-768x432.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>Google Colab\u3068\u306f\u3001\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u4e0d\u8981\u3067\u7c21\u5358\u306b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u304c\u3067\u304d\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eJupyter Notebook\u30b5\u30fc\u30d3\u30b9\u3067\u3001\u521d\u5fc3\u8005\u304b\u3089\u30d7\u30ed\u307e\u3067\u5e45\u5e83\u3044\u30e6\u30fc\u30b6\u30fc\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Google Colab\u306e\u4f7f\u3044\u65b9\u3084\u6599\u91d1\u30d7\u30e9\u30f3\u3001\u30ea\u30bd\u30fc\u30b9\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u969b\u306e\u30e1\u30ea\u30c3\u30c8\u3084\u5236\u9650\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308bGPU\u6a5f\u80fd\u3068\u3001Google Colab GPU\u30ac\u30c1\u30e3\u306b\u3064\u3044\u3066\u3082\u89e6\u308c\u306a\u304c\u3089\u3001\u7528\u9014\u306b\u5fdc\u3058\u305f\u6700\u9069\u306a\u5229\u7528\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Google Colaboratory\u3068\u306f\uff1f<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"753\" height=\"439\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/10\/image-235.png\" alt=\"\" class=\"wp-image-10603\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/10\/image-235.png 753w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/10\/image-235-300x175.png 300w\" sizes=\"(max-width: 753px) 100vw, 753px\" \/><figcaption class=\"wp-element-caption\">\u51fa\u5178\uff1a<a href=\"https:\/\/colab.research.google.com\/#scrollTo=Nma_JWh-W-IF\">Colab<\/a><\/figcaption><\/figure>\n\n\n\n<p>Google Colaboratory\uff08Google\u30b3\u30e9\u30dc\u30e9\u30c8\u30ea\u30fc\uff09\u306f\u3001\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u4e0d\u8981\u3067\u7c21\u5358\u306b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u304c\u3067\u304d\u308bJupyter Notebook\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u822c\u7684\u306b\u306f\u3001Google Colab\u3084Google\u30b3\u30e9\u30dc\u306e\u540d\u79f0\u304c\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Colab\u3067\u306f\u3001GPU\u3084TPU\u3092\u542b\u3080\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u306b\u7121\u6599\u3067\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u305f\u3081\u3001\u7279\u306b\u6a5f\u68b0\u5b66\u7fd2\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3001\u6559\u80b2\u7528\u9014\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30e6\u30fc\u30b6\u30fc\u306f\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u306e\u8a2d\u5b9a\u306b\u7169\u308f\u3055\u308c\u308b\u3053\u3068\u306a\u304f\u3001\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u9ad8\u5ea6\u306a\u8a08\u7b97\u3092\u5b9f\u884c\u3067\u304d\u3001Python\u30b3\u30fc\u30c9\u3092\u7528\u3044\u305f\u30c7\u30fc\u30bf\u5206\u6790\u3084\u30e2\u30c7\u30eb\u8a13\u7df4\u3092\u3059\u3050\u306b\u59cb\u3081\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u5229\u4fbf\u6027\u306b\u3088\u308a\u3001Colab\u306f\u4e16\u754c\u4e2d\u306e\u7814\u7a76\u8005\u3084\u5b66\u751f\u306b\u4eba\u6c17\u306e\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Google Colab\u306e\u6599\u91d1\u30d7\u30e9\u30f3\uff01\u7121\u6599\u3068Colab Pro\u306e\u9055\u3044<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"484\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/10\/image-236.png\" alt=\"\" class=\"wp-image-10604\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/10\/image-236.png 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/10\/image-236-300x182.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/10\/image-236-768x465.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">\u51fa\u5178\uff1a<a href=\"https:\/\/colab.research.google.com\/signup\">Colab<\/a><\/figcaption><\/figure>\n\n\n\n<p>Google Colab\u306e\u6599\u91d1\u30d7\u30e9\u30f3\u3092\u4ee5\u4e0b\u306e\u8868\u306b\u6574\u7406\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Google Colab\u306e\u6599\u91d1\u30d7\u30e9\u30f3\u6bd4\u8f03\u8868<\/h3>\n\n\n<div class=\"c-scrollHint sp_\"><span>\u30b9\u30af\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059 <i class=\"icon-more_arrow\"><\/i><\/span><\/div>\n<figure data-table-scrollable=\"sp\" class=\"wp-block-table is-all-centered\"><table style=\"--table-width:600px;\" class=\"has-fixed-layout\"><thead style=\"--thead-color--bg:var(--color_gray);--thead-color--txt:var(--swl-text_color--black)\"><tr><th rowspan=\"2\"><\/th><th>\u7121\u6599<\/th><th colspan=\"3\">\u6709\u6599<\/th><\/tr><tr><th>Pay As You Go<br><small class=\"mininote\">0\u5186<\/small><\/th><th>Colab Pro<br><small class=\"mininote\">1,179\u5186\/\u6708<\/small><\/th><th>Colab Pro+<br><small class=\"mininote\">5,767\u5186\/\u6708<\/small><\/th><th class=\"has-text-align-center\" data-align=\"center\">Colab Enterprise<br><span class=\"swl-fz u-fz-xs\">\u5f93\u91cf\u8ab2\u91d1\u5236<\/span><\/th><\/tr><\/thead><tbody><tr><td>\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30e6\u30cb\u30c3\u30c8<\/td><td>&#8211;<\/td><td>100 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30e6\u30cb\u30c3\u30c8\uff081 \u304b\u6708\u3042\u305f\u308a\uff09<\/td><td class=\"has-text-align-center\" data-align=\"center\">&nbsp;400 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30e6\u30cb\u30c3\u30c8\u8ffd\u52a0\uff081 \u304b\u6708\u3042\u305f\u308a\u5408\u8a08 500 \u30e6\u30cb\u30c3\u30c8\uff09<\/td><td class=\"has-text-align-center\" data-align=\"center\">&#8211;<\/td><\/tr><tr><td>GPU<\/td><td>\u3088\u308a\u901f\u3044 GPU<\/td><td>\u3088\u308a\u901f\u3044 GPU<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u3088\u308a\u901f\u3044 GPU<\/td><td class=\"has-text-align-center\" data-align=\"center\">&#8211;<\/td><\/tr><tr><td>\u30e1\u30e2\u30ea<\/td><td>&#8211;<\/td><td>\u3088\u308a\u591a\u304f\u306e\u30e1\u30e2\u30ea<\/td><td class=\"has-text-align-center\" data-align=\"center\">&#8211;<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u4f01\u696d\u5411\u3051\u30ce\u30fc\u30c8\u30d6\u30c3\u30af \u30b9\u30c8\u30ec\u30fc\u30b8<\/td><\/tr><tr><td>\u305d\u306e\u4ed6\u6a5f\u80fd<\/td><td>&#8211;<\/td><td>\u63a5\u7d9a\u3055\u308c\u305f VM \u3067<br>\u30bf\u30fc\u30df\u30ca\u30eb\u3092\u4f7f\u7528\u53ef<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9<br>\u5b9f\u884c<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u30fbBigQuery \u3084 Vertex AI \u306a\u3069\u306e Google Cloud \u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408<br>\u30fb\u751f\u6210AI\u306b\u3088\u308b\u30b3\u30fc\u30c9\u751f\u6210<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">\u51fa\u5178\uff1a<a href=\"https:\/\/colab.research.google.com\/signup\">Colab<\/a><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Google Colab\u306f\u7121\u6599\u3067\u3082\u5229\u7528\u53ef\u80fd<\/h3>\n\n\n\n<p>\u7121\u6599\u30d7\u30e9\u30f3\u306f\u3001\u5229\u7528\u3067\u304d\u308b\u30ea\u30bd\u30fc\u30b9\u306f\u9650\u3089\u308c\u3066\u304a\u308a\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30e6\u30cb\u30c3\u30c8\u306e\u8a2d\u5b9a\u306f\u306a\u304f\u3001\u63d0\u4f9b\u3055\u308c\u308bGPU\u3082\u6a19\u6e96\u7684\u306a\u901f\u5ea6\u306b\u3068\u3069\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30e1\u30e2\u30ea\u306e\u91cf\u306b\u3064\u3044\u3066\u3082\u7279\u306b\u5f37\u5316\u3055\u308c\u3066\u304a\u3089\u305a\u3001\u8ffd\u52a0\u6a5f\u80fd\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u305f\u3081\u3001\u7c21\u5358\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3084\u5b66\u7fd2\u7528\u9014\u306b\u306f\u5411\u3044\u3066\u3044\u307e\u3059\u304c\u3001\u5927\u898f\u6a21\u306a\u8a08\u7b97\u3084\u9577\u6642\u9593\u306e\u51e6\u7406\u306b\u306f\u4e0d\u5411\u304d\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6709\u6599\u30d7\u30e9\u30f3\u306eColab Pro\u306f\u5b89\u5b9a\u3057\u305f\u51e6\u7406\u304c\u53ef\u80fd<\/h3>\n\n\n\n<p>\u6708\u984d1,179\u5186\u3067\u5229\u7528\u3067\u304d\u308bColab Pro\u306f\u3001\u7121\u6599\u30d7\u30e9\u30f3\u3068\u6bd4\u3079\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5411\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30d7\u30e9\u30f3\u3067\u306f\u30011\u304b\u6708\u3042\u305f\u308a100\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30e6\u30cb\u30c3\u30c8\u304c\u4ed8\u4e0e\u3055\u308c\u3001\u3088\u308a\u901f\u3044GPU\u3092\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u8a08\u7b97\u51e6\u7406\u304c\u9ad8\u901f\u5316\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u3088\u308a\u591a\u304f\u306e\u30e1\u30e2\u30ea\u304c\u63d0\u4f9b\u3055\u308c\u308b\u305f\u3081\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6271\u3046\u969b\u306b\u3082\u5b89\u5b9a\u3057\u305f\u52d5\u4f5c\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u63a5\u7d9a\u3055\u308c\u305f\u4eee\u60f3\u30de\u30b7\u30f3\uff08VM\uff09\u3067\u30bf\u30fc\u30df\u30ca\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u3088\u308a\u67d4\u8edf\u306a\u64cd\u4f5c\u74b0\u5883\u304c\u6574\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3084\u3001\u9577\u6642\u9593\u306e\u8a08\u7b97\u51e6\u7406\u304c\u5fc5\u8981\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Colab Pro+\u306f\u3088\u308a\u30cf\u30fc\u30c9\u306a\u5229\u7528\u3092\u60f3\u5b9a<\/h3>\n\n\n\n<p>Colab Pro+\u306f\u3001\u3055\u3089\u306b\u9ad8\u6a5f\u80fd\u306a\u30d7\u30e9\u30f3\u3067\u3001\u6708\u984d5,767\u5186\u3067\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30d7\u30e9\u30f3\u3067\u306f\u3001Colab Pro\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30e6\u30cb\u30c3\u30c8\u304c\u5927\u5e45\u306b\u5f37\u5316\u3055\u308c\u3001\u6708\u9593\u3067500\u30e6\u30cb\u30c3\u30c8\u307e\u3067\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u3088\u308a\u8907\u96d1\u3067\u6642\u9593\u306e\u304b\u304b\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>GPU\u306e\u901f\u5ea6\u3082\u5f15\u304d\u7d9a\u304d\u9ad8\u304f\u3001Colab Pro\u3068\u540c\u69d8\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u5b9f\u884c\u304c\u53ef\u80fd\u3067\u3042\u308a\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u9589\u3058\u305f\u72b6\u614b\u3067\u3082\u51e6\u7406\u3092\u7d9a\u884c\u3067\u304d\u308b\u305f\u3081\u3001\u9577\u6642\u9593\u304b\u304b\u308b\u30bf\u30b9\u30af\u3092\u4efb\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u9ad8\u5ea6\u306a\u5206\u6790\u3084\u30e2\u30c7\u30eb\u306e\u53cd\u5fa9\u7684\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304c\u6c42\u3081\u3089\u308c\u308b\u5834\u5408\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Colab Enterprise\u306f\u4f01\u696d\u5411\u3051\u306e\u30d7\u30e9\u30f3<\/h3>\n\n\n\n<p>\u4f01\u696d\u5411\u3051\u306b\u63d0\u4f9b\u3055\u308c\u308bColab Enterprise\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u5236\u3067\u67d4\u8edf\u306a\u30ea\u30bd\u30fc\u30b9\u304c\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u7279\u306b\u5927\u898f\u6a21\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f01\u696d\u5411\u3051\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u30b9\u30c8\u30ec\u30fc\u30b8\u304c\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u308b\u307b\u304b\u3001BigQuery\u3084Vertex AI\u3068\u3044\u3063\u305fGoogle Cloud\u306e\u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305f\u30b3\u30fc\u30c9\u751f\u6210\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u304a\u308a\u3001\u30d3\u30b8\u30cd\u30b9\u5411\u3051\u306e\u9ad8\u5ea6\u306a\u30cb\u30fc\u30ba\u306b\u5fdc\u3048\u3089\u308c\u308b\u74b0\u5883\u304c\u6574\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u5c02\u7528\u306e\u30b5\u30dd\u30fc\u30c8\u3068\u30ea\u30bd\u30fc\u30b9\u306e\u63d0\u4f9b\u3092\u53d7\u3051\u308b\u3053\u3068\u3067\u3001\u30c1\u30fc\u30e0\u5168\u4f53\u3067\u306e\u52b9\u7387\u7684\u306a\u4f5c\u696d\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u3001\u521d\u5fc3\u8005\u3084\u7c21\u5358\u306a\u30bf\u30b9\u30af\u306b\u53d6\u308a\u7d44\u3080\u5834\u5408\u306b\u306f\u7121\u6599\u30d7\u30e9\u30f3\u3067\u5341\u5206\u3067\u3059\u304c\u3001GPU\u30ea\u30bd\u30fc\u30b9\u3092\u6d3b\u7528\u3057\u305f\u672c\u683c\u7684\u306a\u6a5f\u68b0\u5b66\u7fd2\u3084\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306b\u53d6\u308a\u7d44\u3080\u5834\u5408\u306f\u3001Colab Pro\u3084Colab Pro+\u3092\u9078\u629e\u3059\u308b\u3068\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u4f01\u696d\u898f\u6a21\u3067\u306e\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3084\u5206\u6790\u3092\u884c\u3046\u5834\u5408\u306b\u306f\u3001Colab Enterprise\u304c\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Google Colab\u306e\u59cb\u3081\u65b9\u3068\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"457\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/10\/image-237.jpg\" alt=\"\" class=\"wp-image-10605\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/10\/image-237.jpg 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/10\/image-237-300x171.jpg 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/10\/image-237-768x439.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u306f\u3001Google Colab\u306e\u59cb\u3081\u65b9\u3068\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u306b\u3064\u3044\u3066\u306e\u624b\u9806\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u4f5c\u6210\u65b9\u6cd5<\/h3>\n\n\n\n<p>Google Colab\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u4f5c\u6210\u306b\u306f\u3001\u4ee5\u4e0b\u306e2\u3064\u306e\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-group is-style-big_icon_point\"><div class=\"wp-block-group__inner-container\">\n<ul class=\"wp-block-list\">\n<li>\u516c\u5f0f\u30b5\u30a4\u30c8\u304b\u3089\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4f5c\u6210\u3059\u308b<\/li>\n\n\n\n<li>Google\u30c9\u30e9\u30a4\u30d6\u304b\u3089\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4f5c\u6210\u3059\u308b<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<p>\u305d\u308c\u305e\u308c\u306e\u4f5c\u6210\u624b\u9806\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u516c\u5f0f\u30b5\u30a4\u30c8\u304b\u3089\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4f5c\u6210\u3059\u308b<\/h4>\n\n\n\n<div class=\"swell-block-step\" data-num-style=\"circle\">\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">Google Colab\u306e\u516c\u5f0f\u30b5\u30a4\u30c8\u306b\u30a2\u30af\u30bb\u30b9<\/div><div class=\"swell-block-step__body\">\n<p>Google\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u3001Google Colab\u306e<a href=\"https:\/\/colab.research.google.com\/notebooks\/intro.ipynb\">\u516c\u5f0f\u30b5\u30a4\u30c8<\/a>\u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"510\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-154.png\" alt=\"\" class=\"wp-image-11751\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-154.png 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-154-300x191.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-154-768x490.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u65b0\u898f\u4f5c\u6210<\/div><div class=\"swell-block-step__body\">\n<p>\u300c\u30d5\u30a1\u30a4\u30eb\u300d\uff1e\u300c\u30c9\u30e9\u30a4\u30d6\u306e\u65b0\u3057\u3044\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"649\" height=\"388\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-155.png\" alt=\"\" class=\"wp-image-11752\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-155.png 649w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-155-300x179.png 300w\" sizes=\"(max-width: 649px) 100vw, 649px\" \/><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u540d\u524d\u3092\u5909\u66f4<\/div><div class=\"swell-block-step__body\">\n<p>\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u540d\u3092\u4efb\u610f\u306e\u540d\u79f0\u306b\u5909\u66f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"782\" height=\"462\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-157.png\" alt=\"\" class=\"wp-image-11754\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-157.png 782w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-157-300x177.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-157-768x454.png 768w\" sizes=\"(max-width: 782px) 100vw, 782px\" \/><\/figure>\n\n\n\n<p>\u4f5c\u6210\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u306f\u3001Google\u306e\u300c\u30de\u30a4\u30c9\u30e9\u30a4\u30d6\u300d\uff1c\u300cColab Notebooks\u300d\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div><\/div>\n<\/div>\n\n\n\n<h4 class=\"wp-block-heading\">Google\u30c9\u30e9\u30a4\u30d6\u304b\u3089\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4f5c\u6210\u3059\u308b<\/h4>\n\n\n\n<div class=\"swell-block-step\" data-num-style=\"circle\">\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">Google\u30c9\u30e9\u30a4\u30d6\u306e\u300cColab Notebooks\u300d\u306b\u30a2\u30af\u30bb\u30b9<\/div><div class=\"swell-block-step__body\">\n<p>Google\u30c9\u30e9\u30a4\u30d6\u5185\u306e\u300c\u30de\u30a4\u30c9\u30e9\u30a4\u30d6\u300d\uff1e\u300cColab Notebooks\u300d\u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"775\" height=\"408\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-158.png\" alt=\"\" class=\"wp-image-11755\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-158.png 775w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-158-300x158.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-158-768x404.png 768w\" sizes=\"(max-width: 775px) 100vw, 775px\" \/><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u65b0\u898f\u4f5c\u6210<\/div><div class=\"swell-block-step__body\">\n<p>\u300c\u65b0\u898f\u300d\u30dc\u30bf\u30f3\uff1e\u300c\u305d\u306e\u4ed6\u300d\uff1e\u300cGoogle Colaboratory\u300d\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001\u65b0\u898f\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u304c\u958b\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"587\" height=\"405\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-159.png\" alt=\"\" class=\"wp-image-11756\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-159.png 587w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-159-300x207.png 300w\" sizes=\"(max-width: 587px) 100vw, 587px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"650\" height=\"339\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-160.png\" alt=\"\" class=\"wp-image-11757\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-160.png 650w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-160-300x156.png 300w\" sizes=\"(max-width: 650px) 100vw, 650px\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">GPU\u306b\u5909\u66f4\u3059\u308b\u65b9\u6cd5<\/h3>\n\n\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3084\u3001\u9577\u6642\u9593\u306e\u8a08\u7b97\u51e6\u7406\u304c\u5fc5\u8981\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306f\u3001GPU\u3092\u6e96\u5099\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>Google Colab\u3067\u306f\u3001\u5225\u9014\u30b9\u30da\u30c3\u30af\u306e\u9ad8\u3044\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u6e96\u5099\u3059\u308b\u3053\u3068\u306a\u304fGPU\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>Colab\u306e\u4e0a\u90e8\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u300c\u30e9\u30f3\u30bf\u30a4\u30e0\u300d\uff1e\u300c\u30e9\u30f3\u30bf\u30a4\u30e0\u306e\u30bf\u30a4\u30d7\u3092\u5909\u66f4\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"396\" height=\"394\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-161.png\" alt=\"\" class=\"wp-image-11758\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-161.png 396w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-161-300x298.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-161-150x150.png 150w\" sizes=\"(max-width: 396px) 100vw, 396px\" \/><\/figure>\n\n\n\n<p>\u30e9\u30f3\u30bf\u30a4\u30e0\u306e\u30bf\u30a4\u30d7\u3092GPU\u306b\u5909\u66f4\u3057\u3001\u300c\u4fdd\u5b58\u300d\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001GPU\u3092\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"576\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-162.png\" alt=\"\" class=\"wp-image-11759\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-162.png 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-162-300x216.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-162-768x553.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b3\u30fc\u30c9\u30bb\u30eb\u306e\u4f7f\u3044\u65b9<\/h3>\n\n\n\n<p>Google Colab\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3067\u306f\u3001\u300c\u30b3\u30fc\u30c9\u30bb\u30eb\u300d\u3068\u300c\u30c6\u30ad\u30b9\u30c8\u30bb\u30eb\u300d\u306e2\u3064\u306e\u30bb\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b3\u30fc\u30c9\u30bb\u30eb\u306fPython\u306a\u3069\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3057\u3001\u5b9f\u884c\u3059\u308b\u305f\u3081\u306e\u30bb\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u300c+\u30b3\u30fc\u30c9\u300d\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001\u65b0\u305f\u306a\u30b3\u30fc\u30c9\u30bb\u30eb\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"238\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-170.png\" alt=\"\" class=\"wp-image-11802\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-170.png 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-170-300x89.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-170-768x228.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u4f8b\u3068\u3057\u3066\u3001\u6587\u5b57\u5217\u3092\u64cd\u4f5c\u3057\u3066\u8868\u793a\u3059\u308b\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>greeting = \"Hello, Colab!\"\ngreeting<\/code><\/pre>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3001Hello, Colab! \u3068\u3044\u3046\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u51fa\u529b\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"382\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-171.png\" alt=\"\" class=\"wp-image-11803\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-171.png 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-171-300x143.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-171-768x367.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u30b3\u30fc\u30c9\u30bb\u30eb\u3092\u524a\u9664\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u53f3\u4e0a\u306b\u3042\u308b\u30b4\u30df\u7bb1\u306e\u30de\u30fc\u30af\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"300\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-172.png\" alt=\"\" class=\"wp-image-11804\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-172.png 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-172-300x113.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-172-768x288.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c6\u30ad\u30b9\u30c8\u30bb\u30eb\u306e\u4f7f\u3044\u65b9<\/h3>\n\n\n\n<p>\u30c6\u30ad\u30b9\u30c8\u30bb\u30eb\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u3067\u30b3\u30fc\u30c9\u306b\u95a2\u3059\u308b\u30e1\u30e2\u3084\u8aac\u660e\u3092\u8a18\u8f09\u3059\u308b\u305f\u3081\u306e\u30bb\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30c6\u30ad\u30b9\u30c8\u30bb\u30eb\u306fColab\u306e\u4fbf\u5229\u306a\u6a5f\u80fd\u306e\u4e00\u3064\u3067\u3042\u308a\u3001\u30b3\u30fc\u30c9\u3092\u30b3\u30fc\u30c9\u30bb\u30eb\u3068\u30c6\u30ad\u30b9\u30c8\u30bb\u30eb\u306b\u5206\u3051\u3066\u30b3\u30fc\u30c9\u306e\u4e00\u90e8\u3084\u8aac\u660e\u3092\u8ffd\u52a0\u3057\u306a\u304c\u3089\u9032\u3081\u3066\u3044\u304f\u3053\u3068\u3067\u3001\u898b\u3084\u3059\u3055\u304c\u5411\u4e0a\u3057\u3001\u30b3\u30fc\u30c9\u3092\u6bb5\u968e\u7684\u306b\u30c1\u30a7\u30c3\u30af\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u65b9\u6cd5\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u30b3\u30fc\u30c9\u3092\u9032\u3081\u308b\u969b\u306b\u30c7\u30fc\u30bf\u69cb\u9020\u304c\u628a\u63e1\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f7f\u3044\u65b9\u306f\u7c21\u5358\u3067\u3001\u300c+\u30c6\u30ad\u30b9\u30c8\u300d\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001\u65b0\u305f\u306a\u30b3\u30fc\u30c9\u30bb\u30eb\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"413\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-173.png\" alt=\"\" class=\"wp-image-11805\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-173.png 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-173-300x155.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-173-768x396.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u30de\u30fc\u30af\u30c0\u30a6\u30f3\u5f62\u5f0f\u3067\u300c# \u30ea\u30b9\u30c8\u5185\u306e\u8981\u7d20\u3092\u9806\u756a\u306b\u8868\u793a\u300d\u3068\u5165\u529b\u3059\u308b\u3068\u30012\u3064\u76ee\u306e\u753b\u50cf\u306e\u3088\u3046\u306b\u3001\u30b3\u30fc\u30c9\u306e\u307e\u3068\u307e\u308a\u3054\u3068\u306b\u898b\u51fa\u3057\u3092\u5165\u308c\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"340\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-174.png\" alt=\"\" class=\"wp-image-11806\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-174.png 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-174-300x128.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-174-768x326.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"209\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-175.png\" alt=\"\" class=\"wp-image-11807\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-175.png 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-175-300x78.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-175-768x201.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u65b9\u6cd5<\/h3>\n\n\n\n<p>Google Colab\u3067\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u624b\u9806\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"swell-block-step\" data-num-style=\"circle\">\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">\u30d5\u30a1\u30a4\u30eb\u30de\u30fc\u30af\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b<\/div><div class=\"swell-block-step__body\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"448\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-181.png\" alt=\"\" class=\"wp-image-11813\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-181.png 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-181-300x168.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-181-768x430.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u3067\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b<\/div><div class=\"swell-block-step__body\">\n<p>\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u30d5\u30a1\u30a4\u30eb\u540d\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"738\" height=\"536\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-183.png\" alt=\"\" class=\"wp-image-11816\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-183.png 738w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-183-300x218.png 300w\" sizes=\"(max-width: 738px) 100vw, 738px\" \/><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">\u30d5\u30a1\u30a4\u30eb\u306e\u4e2d\u8eab\u3092\u78ba\u8a8d\u3059\u308b<\/div><div class=\"swell-block-step__body\">\n<p>\u30d5\u30a1\u30a4\u30eb\u540d\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3053\u3068\u3067\u3001\u53f3\u5074\u306b\u30d5\u30a1\u30a4\u30eb\u306e\u4e2d\u8eab\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"362\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-184.jpg\" alt=\"\" class=\"wp-image-11817\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-184.jpg 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-184-300x136.jpg 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-184-768x348.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u65b9\u6cd5<\/h3>\n\n\n\n<p>\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u304a\u3044\u3066\u518d\u5229\u7528\u304c\u53ef\u80fd\u306a\u30bd\u30d5\u30c8\u30d5\u30a7\u30a2\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u66f8\u304f\u969b\u3001\u540c\u3058\u3088\u3046\u306a\u51e6\u7406\u3092\u7e70\u308a\u8fd4\u3057\u5165\u529b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u7c21\u5358\u306b\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u304c\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<p>Google Colab\u306b\u306f\u3088\u304f\u4f7f\u7528\u3055\u308c\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u3042\u3089\u304b\u3058\u3081\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u304a\u308a\u3001\u7c21\u5358\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u306e\u5f8c\u306b\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u540d\u3092\u8a18\u8f09\u3059\u308b\u3060\u3051\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import<\/code><\/pre>\n\n\n\n<p>\u4f8b\u3068\u3057\u3066\u3001\u30c7\u30fc\u30bf\u64cd\u4f5c\u306e\u305f\u3081\u306e\u4e3b\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3042\u308bpandas\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"289\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-167.png\" alt=\"\" class=\"wp-image-11799\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-167.png 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-167-300x108.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-167-768x277.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u8aad\u307f\u8fbc\u307f\u3092\u5b8c\u4e86\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u6700\u9069\u5316\u306b\u4f7f\u7528\u3055\u308c\u308boptuna\u306e\u3088\u3046\u306b\u3001\u4e8b\u524d\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u306a\u3044\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3064\u3044\u3066\u306f\u3001\u305d\u306e\u307e\u307e\u8aad\u307f\u8fbc\u307f\u304c\u3067\u304d\u306a\u3044\u305f\u3081\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>!pip install<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"522\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-168-1024x522.png\" alt=\"\" class=\"wp-image-11800\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-168-1024x522.png 1024w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-168-300x153.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-168-768x392.png 768w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-168.png 1286w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u8aad\u307f\u8fbc\u307f\u304c\u5b8c\u4e86\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"505\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-169-1024x505.png\" alt=\"\" class=\"wp-image-11801\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-169-1024x505.png 1024w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-169-300x148.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-169-768x379.png 768w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-169-1536x758.png 1536w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-169.png 1556w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u30bb\u30c3\u30b7\u30e7\u30f3\u304c\u7d42\u4e86\u3059\u308b\u3068\u6d88\u3048\u3066\u3057\u307e\u3046\u305f\u3081\u3001\u518d\u5ea6\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u958b\u304f\u3068\u304d\u306b\u306f\u518d\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u88dc\u5b8c\u6a5f\u80fd\u3068\u5f15\u6570\u306e\u4f7f\u3044\u65b9<\/h3>\n\n\n\n<p>Google Colab\u306b\u5099\u308f\u3063\u3066\u3044\u308b\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u6a5f\u80fd\u3067\u3042\u308b\u88dc\u5b8c\u6a5f\u80fd\u3068\u5f15\u6570\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u88dc\u5b8c\u6a5f\u80fd\u3067\u306f\u3001\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3059\u308b\u9014\u4e2d\u3067\u81ea\u52d5\u3067\u30d7\u30eb\u30c0\u30a6\u30f3\u304c\u8868\u793a\u3055\u308c\u3001\u5019\u88dc\u304b\u3089\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u3088\u308a\u901f\u304f\u8a18\u8ff0\u3092\u9032\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"433\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-184.png\" alt=\"\" class=\"wp-image-11818\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-184.png 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-184-300x162.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-184-768x416.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u6b21\u306b\u3001\u5f15\u6570\u306b\u95a2\u9023\u3059\u308b\u6a5f\u80fd\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f15\u6570\u3068\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u6e21\u3059\u5024\u306e\u3053\u3068\u3092\u6307\u3057\u3001\u5f15\u6570\u304c\u5897\u3048\u3066\u3044\u304f\u3068\u5bfe\u5fdc\u306b\u8ff7\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3068\u3057\u3066\u3001matplotlib\u30e9\u30a4\u30d6\u30e9\u30ea\u306eplot()\u95a2\u6570\u3092\u4f7f\u3063\u3066\u5b9f\u884c\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u3001matplotlib\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import matplotlib.pyplot as plt<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"266\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-185.png\" alt=\"\" class=\"wp-image-11819\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-185.png 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-185-300x100.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-185-768x255.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u6b21\u306b\u3001plt.plot()\u3068\u5165\u529b\u3057\u3001\u30ab\u30fc\u30bd\u30eb\u3092\u305d\u306e\u307e\u307e\u306b\u3059\u308b\u3068\u3001\u81ea\u52d5\u3067\u5f15\u6570\u306e\u8aac\u660e\u304c\u8868\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"453\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-186.png\" alt=\"\" class=\"wp-image-11820\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-186.png 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-186-300x170.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-186-768x435.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u5f15\u6570\u306e\u30d8\u30eb\u30d7\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u3001\u95a2\u6570\u306e\u8a2d\u5b9a\u3092\u5909\u66f4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u5171\u6709\u3059\u308b\u65b9\u6cd5<\/h3>\n\n\n\n<p>Google Colab\u3067\u4f5c\u6210\u3057\u305f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306f\u3001\u7c21\u5358\u306b\u4ed6\u306e\u4eba\u306b\u5171\u6709\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u53f3\u4e0a\u306b\u3042\u308b\u300c\u5171\u6709\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u5171\u6709\u3057\u305f\u3044\u30e6\u30fc\u30b6\u30fc\u3084\u30b0\u30eb\u30fc\u30d7\u3092\u9078\u629e\u3057\u3001\u5b8c\u4e86\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"424\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-187.png\" alt=\"\" class=\"wp-image-11821\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-187.png 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-187-300x159.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-187-768x407.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u307e\u305f\u3001Google Colab\u306e\u300c\u30d5\u30a1\u30a4\u30eb\u300d\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u300c\u30b3\u30d4\u30fc\u3092GitHub Gist\u3068\u3057\u3066\u4fdd\u5b58\u300d\u3092\u9078\u629e\u3059\u308b\u3068\u3001GitHub\u306b\u76f4\u63a5\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4fdd\u5b58\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30dd\u30c3\u30d7\u30a2\u30c3\u30d7\u753b\u9762\u3067\u30a2\u30af\u30bb\u30b9\u8a31\u53ef\u3092\u6c42\u3081\u3089\u308c\u307e\u3059\u306e\u3067\u3001GitHub\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u8a2d\u5b9a\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"611\" height=\"439\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-166.png\" alt=\"\" class=\"wp-image-11798\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-166.png 611w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-166-300x216.png 300w\" sizes=\"(max-width: 611px) 100vw, 611px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u30e9\u30f3\u30bf\u30a4\u30e0\u30ea\u30bb\u30c3\u30c8\u3068\u306f<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"457\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/10\/image-237-1.jpg\" alt=\"\" class=\"wp-image-10606\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/10\/image-237-1.jpg 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/10\/image-237-1-300x171.jpg 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/10\/image-237-1-768x439.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>Google Clab\u306e\u5229\u7528\u306b\u304a\u3044\u3066\u3001\u30b3\u30fc\u30c9\u306e\u5b9f\u884c\u5185\u5bb9\u304c\u521d\u671f\u5316\u3055\u308c\u308b\u3053\u3068\u306f\u300c\u30e9\u30f3\u30bf\u30a4\u30e0\u30ea\u30bb\u30c3\u30c8\u300d\u3068\u547c\u3070\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u30e9\u30f3\u30bf\u30a4\u30e0\u30ea\u30bb\u30c3\u30c8\u306e\u6982\u8981\u3068\u5bfe\u51e6\u6cd5\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2\u7a2e\u985e\u306e\u30ea\u30bb\u30c3\u30c8\u6642\u9593\u304c\u3042\u308b<\/h3>\n\n\n\n<p>Google Colab\u3092\u5229\u7528\u3059\u308b\u969b\u306b\u3001\u6642\u9593\u304c\u7d4c\u3064\u3068\u5b9f\u884c\u3057\u305f\u51e6\u7406\u304c\u521d\u671f\u5316\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30e9\u30f3\u30bf\u30a4\u30e0\u30ea\u30bb\u30c3\u30c8\u306b\u306f\u4ee5\u4e0b\u306e2\u7a2e\u985e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-group is-style-big_icon_point\"><div class=\"wp-block-group__inner-container\">\n<ul class=\"wp-block-list\">\n<li>\u7121\u6599\u30e6\u30fc\u30b6\u30fc\u306e\u5834\u5408\u3001\u6700\u5f8c\u306e\u64cd\u4f5c\u304b\u308990\u5206\u7d4c\u904e\u3059\u308b\u3068\u3001\u30e9\u30f3\u30bf\u30a4\u30e0\u30ea\u30bb\u30c3\u30c8\u3055\u308c\u308b<\/li>\n\n\n\n<li>\u6709\u6599\u30e6\u30fc\u30b6\u30fc\u306e\u5834\u5408\u3001\u6700\u5f8c\u306e\u64cd\u4f5c\u304b\u308912\u6642\u9593\u7d4c\u904e\u3059\u308b\u3068\u3001\u30e9\u30f3\u30bf\u30a4\u30e0\u30ea\u30bb\u30c3\u30c8\u3055\u308c\u308b<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<p>\u5b9a\u671f\u7684\u306bGoogle Colab\u4e0a\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u52d5\u304b\u3059\u3053\u3068\u3067\u3001\u30e9\u30f3\u30bf\u30a4\u30e0\u30ea\u30bb\u30c3\u30c8\u3092\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e07\u304c\u4e00\u30e9\u30f3\u30bf\u30a4\u30e0\u30ea\u30bb\u30c3\u30c8\u306b\u306a\u3063\u305f\u5834\u5408\u306f\u3001\u4e0a\u304b\u3089\u9806\u306b\u30b3\u30fc\u30c9\u3092\u518d\u5ea6\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3059\u3079\u3066\u306e\u30bb\u30eb\u3092\u4e00\u62ec\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/h3>\n\n\n\n<p>\u3059\u3079\u3066\u306e\u30b3\u30fc\u30c9\u30bb\u30eb\u3092\u4e0a\u304b\u3089\u4e0b\u307e\u3067\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001\u300c\u30e9\u30f3\u30bf\u30a4\u30e0\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u300c\u3059\u3079\u3066\u306e\u30bb\u30eb\u3092\u5b9f\u884c\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"418\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-176.png\" alt=\"\" class=\"wp-image-11808\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-176.png 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-176-300x157.png 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/11\/image-176-768x401.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Google Colab\u3067\u3088\u304f\u8d77\u3053\u308bGPU\u30ac\u30c1\u30e3\u3068\u306f<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"457\" src=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/10\/image-237-2.jpg\" alt=\"\" class=\"wp-image-10608\" srcset=\"https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/10\/image-237-2.jpg 800w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/10\/image-237-2-300x171.jpg 300w, https:\/\/miralab.co.jp\/media\/wp-content\/uploads\/2024\/10\/image-237-2-768x439.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u524d\u8ff0\u306e\u3068\u304a\u308a\u3001Google Colab\u3067\u306fGPU\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304c\u3001\u30e9\u30f3\u30bf\u30a4\u30e0\u3092\u5272\u308a\u5f53\u3066\u308b\u30bf\u30a4\u30df\u30f3\u30b0\u306b\u3088\u3063\u3066GPU\u304c\u30e9\u30f3\u30c0\u30e0\u306b\u5909\u308f\u308b\u3001GPU\u30ac\u30c1\u30e3\u3068\u547c\u3070\u308c\u308b\u73fe\u8c61\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6709\u6599\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u3042\u308bGoogel Colab Pro+\u306b\u767b\u9332\u3057\u3066\u3044\u308b\u5834\u5408\u3067\u3082\u3001\u7279\u306b\u4eba\u6c17\u306e\u9ad8\u3044A100\u306a\u3069\u306eGPU\u306f\u63a5\u7d9a\u304c\u3067\u304d\u306a\u3044\u30b1\u30fc\u30b9\u3082\u3042\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5272\u308a\u5f53\u3066\u3089\u308c\u308bGPU\u306b\u3088\u3063\u3066\u6027\u80fd\u304c\u5909\u308f\u308b\u305f\u3081\u3001\u540c\u6761\u4ef6\u4e0b\u3067\u691c\u8a3c\u3057\u305f\u3044\u5834\u5408\u306a\u3069\u306f\u3001\u6700\u7d42\u7684\u306a\u7d50\u8ad6\u306b\u5f71\u97ff\u3059\u308b\u53ef\u80fd\u6027\u3082\u3042\u308b\u305f\u3081\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u3053\u3053\u307e\u3067Google Colab\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u3084\u3001\u6599\u91d1\u30d7\u30e9\u30f3\u306b\u5fdc\u3058\u305f\u6a5f\u80fd\u306e\u9055\u3044\u3092\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>Google Colab\u306f\u7121\u6599\u3067\u624b\u8efd\u306b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3084\u30c7\u30fc\u30bf\u5206\u6790\u3092\u59cb\u3081\u3089\u308c\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306b\u5f79\u7acb\u3064\u5f37\u529b\u306a\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5927\u898f\u6a21\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3084\u672c\u683c\u7684\u306a\u6a5f\u68b0\u5b66\u7fd2\u306b\u306f\u3001\u3088\u308a\u591a\u304f\u306e\u30e1\u30e2\u30ea\u3084\u5f37\u529b\u306aGPU\u304c\u5fc5\u8981\u306a\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u7528\u9014\u306b\u5408\u308f\u305b\u305f\u30d7\u30e9\u30f3\u9078\u629e\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>Google Colab\u5185\u3067\u4f7f\u3048\u308bAI\u6a5f\u80fd\u306b\u3064\u3044\u3066\u306f\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3067\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-miralabai wp-block-embed-miralabai\"><div class=\"wp-block-embed__wrapper\">\nhttps:\/\/miralab.co.jp\/media\/google-colab-ai\/\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Google Colab\u3068\u306f\u3001\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u4e0d\u8981\u3067\u7c21\u5358\u306b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u304c\u3067\u304d\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eJupyter Notebook\u30b5\u30fc\u30d3\u30b9\u3067\u3001\u521d\u5fc3\u8005\u304b\u3089\u30d7\u30ed\u307e\u3067\u5e45\u5e83\u3044\u30e6\u30fc\u30b6\u30fc\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Google Colab\u306e\u4f7f\u3044\u65b9\u3084\u6599\u91d1\u30d7\u30e9\u30f3\u3001\u30ea\u30bd\u30fc\u30b9\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u969b\u306e\u30e1\u30ea\u30c3\u30c8\u3084\u5236\u9650\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<p>\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308bGPU\u6a5f\u80fd\u3068\u3001Google Colab GPU\u30ac\u30c1\u30e3\u306b\u3064\u3044\u3066\u3082\u89e6\u308c\u306a\u304c\u3089\u3001\u7528\u9014\u306b\u5fdc\u3058\u305f\u6700\u9069\u306a\u5229\u7528\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":1,"featured_media":13139,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","_spnote":"google colab \u3068\u306f\r\ngoogle colab \u4f7f\u3044\u65b9\r\ngoogle colab \u6599\u91d1\r\ngoogle colab 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