{"id":158082,"date":"2025-10-13T00:04:18","date_gmt":"2025-10-12T15:04:18","guid":{"rendered":"https:\/\/bizroad-svc.com\/blog\/?p=158082"},"modified":"2025-10-13T14:26:05","modified_gmt":"2025-10-13T05:26:05","slug":"google-colaboratory","status":"publish","type":"post","link":"https:\/\/bizroad-svc.com\/blog\/google-colaboratory\/","title":{"rendered":"\u30102026\u3011Google Colaboratory\u3068\u306f\uff1f\u7279\u5fb4\u30fb\u6ce8\u610f\u70b9\u30fb\u7121\u6599\u3067\u306e\u4f7f\u7528\u65b9\u6cd5\u3082\u89e3\u8aac"},"content":{"rendered":"<p>\u300cPython\u3092\u5b66\u3073\u305f\u3044\u3051\u308c\u3069\u3001\u74b0\u5883\u69cb\u7bc9\u304c\u96e3\u3057\u305d\u3046\u300d\u300cAI\u3084\u30c7\u30fc\u30bf\u5206\u6790\u3092\u8a66\u3057\u3066\u307f\u305f\u3044\u3051\u3069\u3001\u9ad8\u6027\u80fd\u306a\u30d1\u30bd\u30b3\u30f3\u304c\u5fc5\u8981\uff1f\u300d\u3068\u4e0d\u5b89\u3092\u611f\u3058\u3066\u3044\u308b\u4eba\u306f\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u3057\u304b\u3057\u3001Google\u304c\u63d0\u4f9b\u3059\u308b\u300cGoogle Colaboratory\u300d\u3092\u4f7f\u3048\u3070\u3001\u7c21\u5358\u306b\u69cb\u7bc9\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p><span class=\"marker-halfYellow\"><strong>Colab\u306f\u3001\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067Python\u3092\u305d\u306e\u307e\u307e\u52d5\u304b\u305b\u308b\u30af\u30e9\u30a6\u30c9\u578b\u306e\u958b\u767a\u74b0\u5883\u3067\u3001\u7279\u5225\u306a\u8a2d\u5b9a\u3084\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u4e0d\u8981<\/strong><\/span>\u3067\u3059\u3002\u307e\u305f\u3001\u7121\u6599\u3067GPU\u3084TPU\u3068\u3044\u3063\u305f\u9ad8\u6027\u80fd\u306a\u8a08\u7b97\u8cc7\u6e90\u3092\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001AI\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u3084\u30c7\u30fc\u30bf\u89e3\u6790\u3082\u81ea\u5206\u306e\u30d1\u30bd\u30b3\u30f3\u3092\u4f7f\u308f\u305a\u306b\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067\u672c\u8a18\u4e8b\u3067\u306f\u3001Google Colaboratory\u306e\u6982\u8981\u3092\u306f\u3058\u3081\u3001Python\u3068\u306e\u95a2\u4fc2\u6027\u3084\u7121\u6599\u3067\u306e\u4f7f\u7528\u65b9\u6cd5\u3082\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h2>Google Colaboratory\u3068\u306f\uff1f<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-158090 size-full\" src=\"https:\/\/bizroad-svc.com\/blog\/wp-content\/uploads\/2025\/10\/5.png\" alt=\"Google Colaboratory\u3068\u306f\uff1f\" width=\"698\" height=\"365\" \/><\/p>\n<p style=\"text-align: center;\">\u51fa\u5178\uff1a<a href=\"https:\/\/colab.research.google.com\/?hl=ja\">Google<\/a><\/p>\n<p>Google Colaboratory\u306f\u3001<span class=\"marker-halfYellow\"><strong>Google\u304c\u63d0\u4f9b\u3057\u3066\u3044\u308b\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u4f7f\u3048\u308bJupyter Notebook\u74b0\u5883<\/strong><\/span>\u3067\u3059\u3002\u30d1\u30bd\u30b3\u30f3\u306bPython\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u308a\u3001\u74b0\u5883\u69cb\u7bc9\u3092\u884c\u3063\u305f\u308a\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u3001\u30d6\u30e9\u30a6\u30b6\u3060\u3051\u3067Python\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u3066\u5b9f\u884c\u3067\u304d\u308b\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001Colab\u3067\u306fGPU\u3084TPU\u3092\u4f7f\u3063\u305f\u9ad8\u901f\u51e6\u7406\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u3084\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306a\u3069\u306e\u91cd\u3044\u51e6\u7406\u3092\u3001\u7121\u6599\u30d7\u30e9\u30f3\u3067\u3082\u5229\u7528\u3067\u304d\u3001\u6709\u6599\u30d7\u30e9\u30f3\u306b\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3059\u308c\u3070\u9577\u6642\u9593\u30fb\u9ad8\u6027\u80fd\u306a\u74b0\u5883\u3092\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>Google Colaboratory\u306f\u7121\u6599\u3067\u4f7f\u7528\u3067\u304d\u308b<\/h3>\n<p>Google Colaboratory\u306f\u3001<span class=\"marker-halfYellow\"><strong>\u57fa\u672c\u7684\u306b\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u3001Google\u30a2\u30ab\u30a6\u30f3\u30c8\u3055\u3048\u3042\u308c\u3070\u8ab0\u3067\u3082\u3059\u3050\u306bPython\u306e\u5b9f\u884c\u74b0\u5883\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/strong><\/span>\u305f\u3060\u3057\u3001\u7121\u6599\u7248\u306e\u5834\u5408\u306f\u6761\u4ef6\u3082\u3042\u308b\u305f\u3081\u3001\u4ee5\u4e0b\u306e\u8868\u3092\u53c2\u8003\u306b\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<table style=\"width: 97.9418%;\">\n<thead>\n<tr>\n<th style=\"width: 20.7981%;\">\u30d7\u30e9\u30f3\u540d<\/th>\n<th style=\"width: 13.7848%;\">\u4e3b\u306a\u5bfe\u8c61\u8005<\/th>\n<th style=\"width: 13.1802%;\">\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30e6\u30cb\u30c3\u30c8<\/th>\n<th style=\"width: 19.2261%;\">GPU\u30fb\u30e1\u30e2\u30ea\u6027\u80fd<\/th>\n<th style=\"width: 20.1935%;\">\u4e3b\u306a\u7279\u5fb4<\/th>\n<th style=\"width: 21.1731%;\">\u6709\u52b9\u671f\u9650\u30fb\u8ab2\u91d1\u65b9\u5f0f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"width: 20.7981%;\"><strong>Free\uff08\u7121\u6599\uff09<\/strong><\/td>\n<td style=\"width: 13.7848%;\">\u5b66\u751f\u30fb\u521d\u5fc3\u8005\u30fbPython\u5b66\u7fd2\u8005\u5411\u3051<\/td>\n<td style=\"width: 13.1802%;\">\u306a\u3057<\/td>\n<td style=\"width: 19.2261%;\">\u6a19\u6e96GPU\u30e1\u30e2\u30ea\u3082\u6a19\u6e96\u30ec\u30d9\u30eb<\/td>\n<td style=\"width: 20.1935%;\">\u7121\u6599\u3067Python\u30fbAI\u5b9f\u9a13\u53ef\u80fd\u3002Google Drive\u306b\u4fdd\u5b58\u30fb\u5171\u6709\u53ef\u3002<\/td>\n<td style=\"width: 21.1731%;\">\u5b8c\u5168\u7121\u6599<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 20.7981%;\"><strong>Pay As You Go<\/strong><\/td>\n<td style=\"width: 13.7848%;\">\u5fc5\u8981\u306a\u3068\u304d\u3060\u3051\u4f7f\u3044\u305f\u3044\u30e6\u30fc\u30b6\u30fc\u5411\u3051<\/td>\n<td style=\"width: 13.1802%;\">\u8cfc\u5165\u5206\u306e\u307f\uff08\u6709\u52b9\u671f\u965090\u65e5\uff09<\/td>\n<td style=\"width: 19.2261%;\">\u3088\u308a\u901f\u3044GPU<\/td>\n<td style=\"width: 20.1935%;\">\u6bce\u6708\u306e\u56fa\u5b9a\u652f\u6255\u3044\u306a\u3057<\/td>\n<td style=\"width: 21.1731%;\">90\u65e5\u9593\u6709\u52b9\u3002\u90fd\u5ea6\u8cfc\u5165\u5236\u3002<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 20.7981%;\"><strong>Colab Pro \/ Pro for Education<\/strong><\/td>\n<td style=\"width: 13.7848%;\">\u5b66\u751f\u30fb\u7814\u7a76\u8005\u30fbML\u5229\u7528\u8005\u5411\u3051<\/td>\n<td style=\"width: 13.1802%;\">100\u30e6\u30cb\u30c3\u30c8\/\u6708\uff08\u6709\u52b9\u671f\u965090\u65e5\uff09<\/td>\n<td style=\"width: 19.2261%;\">\u3088\u308a\u9ad8\u901f\u306aGPU\u30fb\u5927\u5bb9\u91cf\u30e1\u30e2\u30ea<\/td>\n<td style=\"width: 20.1935%;\">\u9ad8\u901fGPU\uff0b\u9577\u6642\u9593\u5b9f\u884c\u304c\u53ef\u80fd<\/td>\n<td style=\"width: 21.1731%;\">\u6708\u984d\u5236<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 20.7981%;\"><strong>Colab Pro+<\/strong><\/td>\n<td style=\"width: 13.7848%;\">\u672c\u683c\u7684\u306bAI\u958b\u767a\u30fb\u7814\u7a76\u3092\u884c\u3046\u30e6\u30fc\u30b6\u30fc\u5411\u3051<\/td>\n<td style=\"width: 13.1802%;\">500\u30e6\u30cb\u30c3\u30c8\/\u6708<\/td>\n<td style=\"width: 19.2261%;\">\u30d7\u30ec\u30df\u30a2\u30e0GPU\u3092\u512a\u5148\u5229\u7528\u53ef<\/td>\n<td style=\"width: 20.1935%;\">Pro\u306e\u6a5f\u80fd\uff0b\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u5b9f\u884c\u5bfe\u5fdc<\/td>\n<td style=\"width: 21.1731%;\">\u6708\u984d\u5236<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 20.7981%;\"><strong>Colab Enterprise<\/strong><\/td>\n<td style=\"width: 13.7848%;\">\u4f01\u696d\u30fb\u7814\u7a76\u6a5f\u95a2\u30fb\u958b\u767a\u30c1\u30fc\u30e0\u5411\u3051<\/td>\n<td style=\"width: 13.1802%;\">\u5951\u7d04\u5185\u5bb9\u306b\u5fdc\u3058\u3066\u30ab\u30b9\u30bf\u30e0\u8a2d\u5b9a<\/td>\n<td style=\"width: 19.2261%;\">\u9ad8\u6027\u80fdGPU\u30fbVertex AI\u3084BigQuery\u3068\u7d71\u5408<\/td>\n<td style=\"width: 20.1935%;\">\u4f01\u696d\u5411\u3051\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u30b9\u30c8\u30ec\u30fc\u30b8<\/td>\n<td style=\"width: 21.1731%;\">Google Cloud\u7d4c\u7531\u306e\u5951\u7d04\u5236<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u7121\u6599\u30d7\u30e9\u30f3\u3067\u3082GPU\u3084TPU\u3068\u3044\u3063\u305f\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u3092\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u81ea\u5b85\u306e\u30d1\u30bd\u30b3\u30f3\u3067\u306f\u96e3\u3057\u3044\u6a5f\u68b0\u5b66\u7fd2\u3084\u6df1\u5c64\u5b66\u7fd2\u306e\u8a08\u7b97\u3082\u5b9f\u884c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u7121\u6599\u7248\u306b\u306f\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u6642\u9593\u3084\u9023\u7d9a\u4f7f\u7528\u4e0a\u9650\u3001\u5229\u7528\u3067\u304d\u308b\u30e1\u30e2\u30ea\u3084GPU\u306e\u7a2e\u985e\u306e\u5236\u9650\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u512a\u5148\u5ea6\u304c\u4f4e\u3044\u3068\u3044\u3063\u305f\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3067\u306f\u3001Python\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u306e\u3067\u3042\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"hoBvJdkMPW\"><p><a href=\"https:\/\/bizroad-svc.com\/blog\/python\/\">\u30102025\u3011Python\u3068\u306f\uff1f\u5b66\u3076\u30e1\u30ea\u30c3\u30c8\u3084\u8cc7\u683c\u30fb\u59cb\u3081\u65b9\u3092\u89e3\u8aac<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;\u30102025\u3011Python\u3068\u306f\uff1f\u5b66\u3076\u30e1\u30ea\u30c3\u30c8\u3084\u8cc7\u683c\u30fb\u59cb\u3081\u65b9\u3092\u89e3\u8aac&#8221; &#8212; BIZ ROAD\uff08\u30d3\u30ba\u30ed\u30fc\u30c9\uff09\" src=\"https:\/\/bizroad-svc.com\/blog\/python\/embed\/#?secret=YJJhG8c92y#?secret=hoBvJdkMPW\" data-secret=\"hoBvJdkMPW\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<h2>Google Colaboratory\u306e\u7279\u5fb4\u30fb\u30e1\u30ea\u30c3\u30c8<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-158091 size-full\" src=\"https:\/\/bizroad-svc.com\/blog\/wp-content\/uploads\/2025\/10\/1.png\" alt=\"Google Colaboratory\u306e\u7279\u5fb4\u30fb\u30e1\u30ea\u30c3\u30c8\" width=\"698\" height=\"365\" \/><\/p>\n<p>\u3053\u3053\u304b\u3089\u306fGoogle Colaboratory\u306e\u7279\u5fb4\u30fb\u30e1\u30ea\u30c3\u30c8\u306b\u3064\u3044\u30663\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<ol>\n<li><strong>\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u52d5\u4f5c\u3067\u304d\u308b<\/strong><\/li>\n<li><strong>GPU\u30fbTPU\u304c\u7121\u6599\u5229\u7528\u53ef\u80fd<\/strong><\/li>\n<li><strong>Google\u30c4\u30fc\u30eb\u3068\u306e\u9023\u643a\u304c\u53ef\u80fd<\/strong><\/li>\n<\/ol>\n<h3>\u2460\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u52d5\u4f5c\u3067\u304d\u308b<\/h3>\n<p>Google Colaboratory\u306f\u3001<span class=\"marker-halfYellow\"><strong>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3084\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u304c\u4e0d\u8981\u306a\u30af\u30e9\u30a6\u30c9\u578b\u306e\u958b\u767a\u74b0\u5883<\/strong><\/span>\u3067\u3059\u3002\u5f93\u6765\u306ePython\u958b\u767a\u3067\u306f\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u4f9d\u5b58\u95a2\u4fc2\u3084\u30d0\u30fc\u30b8\u30e7\u30f3\u9055\u3044\u306b\u3088\u308b\u30c8\u30e9\u30d6\u30eb\u304c\u767a\u751f\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3057\u305f\u304c\u3001Google Colaboratory\u306f\u305d\u3046\u3044\u3063\u305f\u5fc3\u914d\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u3059\u3079\u3066\u306e\u51e6\u7406\u306fGoogle\u306e\u30b5\u30fc\u30d0\u30fc\u4e0a\u3067\u5b9f\u884c\u3055\u308c\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u5074\u306f\u30d6\u30e9\u30a6\u30b6\u3092\u958b\u304f\u3060\u3051\u3067\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u3066\u52d5\u304b\u305b\u307e\u3059\u3002\u307e\u305f\u3001\u30d1\u30bd\u30b3\u30f3\u306e\u6027\u80fd\u304c\u4f4e\u304f\u3066\u3082\u554f\u984c\u306a\u304f\u3001\u30ce\u30fc\u30c8PC\u3084\u30bf\u30d6\u30ec\u30c3\u30c8\u3067\u3082\u5feb\u9069\u306b\u30c7\u30fc\u30bf\u5206\u6790\u3084AI\u306e\u5b9f\u9a13\u304c\u884c\u3048\u308b\u306e\u304c\u9b45\u529b\u3067\u3059\u3002<\/p>\n<h3>\u2461GPU\u30fbTPU\u304c\u7121\u6599\u5229\u7528\u53ef\u80fd<\/h3>\n<p>Google Colaboratory\u306e\u7279\u5fb4\u306e\u3072\u3068\u3064\u304c\u3001\u9ad8\u6027\u80fd\u306aGPU\u3084TPU\u3092\u7121\u6599\u3067\u4f7f\u3048\u308b\u3053\u3068\u3067\u3059\u3002\u901a\u5e38\u3001GPU\u3084TPU\u3092\u500b\u4eba\u3067\u5c0e\u5165\u3059\u308b\u306b\u306f\u6570\u4e07\u5186\u301c\u306e\u8cbb\u7528\u304c\u304b\u304b\u308a\u307e\u3059\u304c\u3001<span class=\"marker-halfYellow\"><strong>Google Colaboratory\u3067\u306fGoogle\u306e\u30b5\u30fc\u30d0\u30fc\u4e0a\u306b\u3042\u308b\u30ea\u30bd\u30fc\u30b9\u3092\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u8ffd\u52a0\u30b3\u30b9\u30c8\u304c\u4e0d\u8981<\/strong><\/span>\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u6709\u6599\u30d7\u30e9\u30f3\u306b\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3059\u308c\u3070\u3001\u3088\u308a\u9ad8\u901f\u306aGPU\u3084\u9577\u6642\u9593\u306e\u5b9f\u884c\u74b0\u5883\u3082\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u52d5\u4f5c\u3059\u308b\u305f\u3081\u3001\u30ed\u30fc\u30ab\u30ebPC\u306e\u71b1\u3084\u30d5\u30a1\u30f3\u97f3\u3092\u6c17\u306b\u305b\u305a\u3001\u91cd\u3044\u51e6\u7406\u3092\u4efb\u305b\u3089\u308c\u307e\u3059\u3002<\/p>\n<h3>\u2462Google\u30c4\u30fc\u30eb\u3068\u306e\u9023\u643a\u304c\u53ef\u80fd<\/h3>\n<p>Google Colaboratory\u306f\u3001<span class=\"marker-halfYellow\"><strong>Google Drive\u3092\u306f\u3058\u3081\u3068\u3059\u308bGoogle\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u9023\u643a\u6a5f\u80fd\u304c\u5145\u5b9f<\/strong><\/span>\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u4fdd\u5b58\u5148\u3092Drive\u306b\u8a2d\u5b9a\u3059\u308c\u3070\u3001\u81ea\u52d5\u7684\u306b\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u304c\u53d6\u3089\u308c\u3001\u5225\u306e\u30c7\u30d0\u30a4\u30b9\u3067\u3082\u3059\u3050\u306b\u7d9a\u304d\u3092\u7de8\u96c6\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001Google\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8aad\u307f\u8fbc\u3093\u3060\u308a\u3001BigQuery\u306b\u4fdd\u5b58\u3055\u308c\u305f\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3092Python\u3067\u51e6\u7406\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u3064\u307e\u308a\u300c\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b\u2192\u5206\u6790\u3059\u308b\u2192\u53ef\u8996\u5316\u3057\u3066\u5171\u6709\u3059\u308b\u300d\u3068\u3044\u3046\u4e00\u9023\u306e\u6d41\u308c\u3092\u3001\u3059\u3079\u3066Google\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u5185\u3067\u5b8c\u7d50\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3067\u306f\u3001Google\u3067\u4f7f\u7528\u3067\u304d\u308b\u304a\u3059\u3059\u3081\u306e\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u3092\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u3042\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"AGJrDZoAc3\"><p><a href=\"https:\/\/bizroad-svc.com\/blog\/google-seiseiai\/\">\u30102025\u3011Google\u3067\u4f7f\u3048\u308b\u304a\u3059\u3059\u3081\u306e\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u3092\u7d39\u4ecb\uff01\u9078\u3073\u65b9\u3084\u6ce8\u610f\u70b9\u3082\u89e3\u8aac<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;\u30102025\u3011Google\u3067\u4f7f\u3048\u308b\u304a\u3059\u3059\u3081\u306e\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u3092\u7d39\u4ecb\uff01\u9078\u3073\u65b9\u3084\u6ce8\u610f\u70b9\u3082\u89e3\u8aac&#8221; &#8212; BIZ ROAD\uff08\u30d3\u30ba\u30ed\u30fc\u30c9\uff09\" src=\"https:\/\/bizroad-svc.com\/blog\/google-seiseiai\/embed\/#?secret=G4YeOWmNav#?secret=AGJrDZoAc3\" data-secret=\"AGJrDZoAc3\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<h2>Google Colaboratory\u306e\u4f7f\u3044\u65b94\u30b9\u30c6\u30c3\u30d7<\/h2>\n<div class=\"youtube\"><iframe title=\"\u305f\u3063\u305f1\u5206\u3067Python\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u59cb\u3081\u308b\uff5cGoogle Colaboratory\u306e\u4f7f\u3044\u65b9\" src=\"https:\/\/www.youtube.com\/embed\/wMXhZAINYhw?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<p>\u3053\u3053\u304b\u3089\u306f\u5b9f\u969b\u306bGoogle Colaboratory\u306e\u4f7f\u3044\u65b9\u30924\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<ol>\n<li><strong>\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u4f5c\u6210\u30fb\u30a2\u30af\u30bb\u30b9<\/strong><\/li>\n<li><strong>\u30bb\u30eb\u306b\u30b3\u30fc\u30c9\u3092\u5165\u529b\u30fb\u5b9f\u884c<\/strong><\/li>\n<li><strong>\u30e9\u30f3\u30bf\u30a4\u30e0\u3068\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u8a2d\u5b9a<\/strong><\/li>\n<li><strong>\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u8fbc\u307f\u30fb\u4fdd\u5b58<\/strong><\/li>\n<\/ol>\n<h3>\u2460\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u4f5c\u6210\u30fb\u30a2\u30af\u30bb\u30b9<\/h3>\n<p>\u307e\u305a\u306fGoogle\u30a2\u30ab\u30a6\u30f3\u30c8\u3067<a href=\"https:\/\/colab.research.google.com\/\">\u30b5\u30a4\u30c8<\/a>\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\u3002<span class=\"marker-halfYellow\"><strong>\u753b\u9762\u53f3\u4e0b\u306e\u300c\u65b0\u3057\u3044\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u300d\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001\u771f\u3063\u767d\u306a\u4f5c\u696d\u753b\u9762\u304c\u958b\u304d\u307e\u3059\u3002<\/strong><\/span>\u5de6\u4e0a\u306b\u3042\u308b\u30bf\u30a4\u30c8\u30eb\u90e8\u5206\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u540d\u524d\u3092\u5909\u66f4\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u306a\u304a\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3068\u306f\u300c\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u66f8\u304f\u30ce\u30fc\u30c8\u300d\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3001\u3053\u3053\u306b\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u305f\u308a\u3001\u8aac\u660e\u6587\u3092\u633f\u5165\u3057\u305f\u308a\u3057\u3066\u3001\u81ea\u7531\u306b\u7de8\u96c6\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u2461\u30bb\u30eb\u306b\u30b3\u30fc\u30c9\u3092\u5165\u529b\u30fb\u5b9f\u884c<\/h3>\n<p>Colab\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306b\u306f\u3001\u300c\u30b3\u30fc\u30c9\u30bb\u30eb\u300d\u3068\u300c\u30c6\u30ad\u30b9\u30c8\u30bb\u30eb\u300d\u3068\u3044\u30462\u7a2e\u985e\u306e\u30d6\u30ed\u30c3\u30af\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<table style=\"border-collapse: collapse; width: 100%;\">\n<tbody>\n<tr>\n<td style=\"width: 31.7451%;\"><strong>\u30b3\u30fc\u30c9\u30bb\u30eb<\/strong><\/td>\n<td style=\"width: 68.2549%;\">Python\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u66f8\u304f\u5834\u6240<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 31.7451%;\"><strong>\u30c6\u30ad\u30b9\u30c8\u30bb\u30eb<\/strong><\/td>\n<td style=\"width: 68.2549%;\">\u30e1\u30e2\u3084\u8aac\u660e\u6587\u3092\u66f8\u304f\u5834\u6240<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u307e\u305a\u306f\u3001\u4e0b\u306e\u3088\u3046\u306b\u7c21\u5358\u306a\u30b3\u30fc\u30c9\u3092\u6253\u3061\u8fbc\u3093\u3067\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<div class=\"ep-box es-Bicon icon-tag bgc-VPorange\">import numpy as np<br \/>\nprint(np.arange(5))<\/div>\n<p>\u5165\u529b\u304c\u7d42\u308f\u3063\u305f\u3089\u3001\u30bb\u30eb\u306e\u5de6\u306b\u3042\u308b\u518d\u751f\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3001\u307e\u305f\u306f Shift + Enter \u30ad\u30fc\u3092\u62bc\u3057\u3066\u5b9f\u884c\u3057\u307e\u3059\u3002\u753b\u9762\u306e\u4e0b\u306b [0 1 2 3 4] \u3068\u8868\u793a\u3055\u308c\u305f\u3089\u6210\u529f\u3067\u3059\u3002<\/p>\n<h3>\u2462\u30e9\u30f3\u30bf\u30a4\u30e0\u3068\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u8a2d\u5b9a<\/h3>\n<p><span class=\"marker-halfYellow\"><strong>AI\u3084\u753b\u50cf\u51e6\u7406\u306e\u3088\u3046\u306b\u91cd\u305f\u3044\u8a08\u7b97\u3092\u884c\u3046\u3068\u304d\u306f\u3001GPU\u3084TPU\u3068\u547c\u3070\u308c\u308b\u9ad8\u6027\u80fd\u306a\u8a08\u7b97\u88c5\u7f6e\u3092\u4f7f\u3046\u3068\u30b9\u30d4\u30fc\u30c9\u304c\u4e0a\u304c\u308a\u307e\u3059\u3002<\/strong><\/span>\u8a2d\u5b9a\u65b9\u6cd5\u306f\u7c21\u5358\u3067\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<ol>\n<li><strong>\u753b\u9762\u4e0a\u90e8\u306e\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u300c\u30e9\u30f3\u30bf\u30a4\u30e0\u2192\u30e9\u30f3\u30bf\u30a4\u30e0\u306e\u30bf\u30a4\u30d7\u3092\u5909\u66f4\u300d\u3092\u9078\u629e<\/strong><\/li>\n<li><strong>\u300c\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u300d\u306e\u6b04\u3067\u3001GPU\u307e\u305f\u306f TPU\u3092\u9078\u629e<\/strong><\/li>\n<li><strong>\u300c\u4fdd\u5b58\u300d\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u8a2d\u5b9a\u5b8c\u4e86<\/strong><\/li>\n<\/ol>\n<p>\u6b21\u306b\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\u81ea\u52d5\u7684\u306bGPU\uff0fTPU\u304c\u4f7f\u308f\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u91cd\u305f\u3044\u51e6\u7406\u3092\u8a66\u3059\u3068\u304d\u306f\u3001\u8a2d\u5b9a\u3092ON\u306b\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u2463\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u8fbc\u307f\u30fb\u4fdd\u5b58<\/h3>\n<p>Google Colaboratory\u3067\u306f\u3001<span class=\"marker-halfYellow\"><strong>Google Drive\u3084\u30d1\u30bd\u30b3\u30f3\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u6271\u3046\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/strong><\/span>\u305d\u308c\u305e\u308c\u306e\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h4>Google Drive\u3092\u4f7f\u3046\u5834\u5408<\/h4>\n<p>Google Drive\u3092\u4f7f\u3046\u5834\u5408\u306f\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-Bicon icon-tag bgc-VPorange\">from google.colab import drive<br \/>\ndrive.mount(&#8216;\/content\/drive&#8217;)<\/div>\n<div>\u3053\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001<strong><span class=\"marker-halfYellow\">Google Drive\u304cColab\u306b\u63a5\u7d9a\u3055\u308c\u3001Drive\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u81ea\u7531\u306b\u8aad\u307f\u66f8\u304d\u3067\u304d\u307e\u3059<\/span><\/strong>\u3002<\/div>\n<h4>\u30d1\u30bd\u30b3\u30f3\u304b\u3089\u76f4\u63a5\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u5834\u5408<\/h4>\n<p>\u30d1\u30bd\u30b3\u30f3\u304b\u3089\u76f4\u63a5\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<div class=\"ep-box es-Bicon icon-tag bgc-VPorange\">from google.colab import files<br \/>\nuploaded = files.upload()<\/div>\n<div>\u3059\u308b\u3068\u3001<strong><span class=\"marker-halfYellow\">\u30d5\u30a1\u30a4\u30eb\u9078\u629e\u753b\u9762\u304c\u51fa\u3066\u3001\u30ed\u30fc\u30ab\u30ebPC\u306e\u30d5\u30a1\u30a4\u30eb\u3092Google Colaboratory\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059<\/span><\/strong>\u3002\u6700\u521d\u306f\u77ed\u3044\u30b3\u30fc\u30c9\u3092\u52d5\u304b\u3057\u3066\u6163\u308c\u3066\u3044\u304d\u3001\u5c11\u3057\u305a\u3064\u30b0\u30e9\u30d5\u63cf\u753b\u3084\u30c7\u30fc\u30bf\u5206\u6790\u306b\u30c1\u30e3\u30ec\u30f3\u30b8\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/div>\n<h2>Google Colaboratory\u3092\u5229\u7528\u3059\u308b\u969b\u306e\u6ce8\u610f\u70b9<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-158093 size-full\" src=\"https:\/\/bizroad-svc.com\/blog\/wp-content\/uploads\/2025\/10\/3.png\" alt=\"Google Colaboratory\u3092\u5229\u7528\u3059\u308b\u969b\u306e\u6ce8\u610f\u70b9\" width=\"698\" height=\"365\" \/><\/p>\n<p>Google Colaboratory\u3092\u5229\u7528\u3059\u308b\u969b\u306b\u306f\u4ee5\u4e0b3\u3064\u306e\u70b9\u306b\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<ol>\n<li><strong>\u4e00\u5b9a\u6642\u9593\u3067\u30bb\u30c3\u30b7\u30e7\u30f3\u304c\u5207\u65ad\u3055\u308c\u308b<\/strong><\/li>\n<li><strong>GPU\u3084TPU\u306e\u5229\u7528\u5236\u9650\u304c\u3042\u308b<\/strong><\/li>\n<li><strong>Google\u30c9\u30e9\u30a4\u30d6\u306e\u5bb9\u91cf\u306b\u3082\u6ce8\u610f\u304c\u5fc5\u8981<\/strong><\/li>\n<\/ol>\n<h3>\u2460\u4e00\u5b9a\u6642\u9593\u3067\u30bb\u30c3\u30b7\u30e7\u30f3\u304c\u5207\u65ad\u3055\u308c\u308b<\/h3>\n<p>Google Colaboratory\u3067\u306f\u3001<span class=\"marker-halfYellow\"><strong>\u5229\u7528\u3057\u3066\u3044\u308b\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u304c\u9577\u6642\u9593\u64cd\u4f5c\u3055\u308c\u306a\u3044\u5834\u5408\u3084\u9023\u7d9a\u4f7f\u7528\u304c\u7d9a\u304f\u5834\u5408\u3001\u81ea\u52d5\u7684\u306b\u30bb\u30c3\u30b7\u30e7\u30f3\u304c\u7d42\u4e86<\/strong><\/span>\u3057\u307e\u3059\u3002\u7d42\u4e86\u3059\u308b\u5834\u5408\u306e\u6761\u4ef6\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>\u7d0490\u5206\u9593\u64cd\u4f5c\u3057\u306a\u3044\u5834\u5408<\/strong><\/li>\n<li><strong>\u9023\u7d9a\u306712\u6642\u9593\u4ee5\u4e0a\u5229\u7528\u3057\u305f\u5834\u5408<\/strong><\/li>\n<\/ul>\n<p>\u307e\u305f\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u304c\u5207\u65ad\u3055\u308c\u308b\u3068\u5b9f\u884c\u4e2d\u306e\u51e6\u7406\u3084\u4e00\u6642\u30c7\u30fc\u30bf\u304c\u5931\u308f\u308c\u308b\u53ef\u80fd\u6027\u3082\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u300c\u3053\u307e\u3081\u306b\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4fdd\u5b58\u3059\u308b\u300d\u300c\u5fc5\u8981\u306a\u30d5\u30a1\u30a4\u30eb\u3092Google Drive\u306b\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3059\u308b\u300d\u3068\u3044\u3063\u305f\u5bfe\u7b56\u3092\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u2461GPU\u3084TPU\u306e\u5229\u7528\u5236\u9650\u304c\u3042\u308b<\/h3>\n<p>Google Colaboratory\u3067\u306f\u3001<span class=\"marker-halfYellow\"><strong>GPU\u3084TPU\u3068\u3044\u3063\u305f\u9ad8\u6027\u80fd\u306a\u6f14\u7b97\u30ea\u30bd\u30fc\u30b9\u3092\u7121\u6599\u3067\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304c\u3001\u5229\u7528\u91cf\u306b\u660e\u78ba\u306a\u4e0a\u9650\u306f\u516c\u8868\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/strong><\/span>Google\u5074\u306e\u30b7\u30b9\u30c6\u30e0\u8ca0\u8377\u3084\u30e6\u30fc\u30b6\u30fc\u72b6\u6cc1\u306b\u3088\u3063\u3066\u3001GPU\u304c\u4e00\u6642\u7684\u306b\u4f7f\u3048\u306a\u304f\u306a\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u4ee5\u4e0b\u306e\u30b1\u30fc\u30b9\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u5927\u898f\u6a21\u306a\u6a5f\u68b0\u5b66\u7fd2\u3092\u9577\u6642\u9593\u5b9f\u884c\u3059\u308b<\/strong><\/li>\n<li><strong>\u983b\u7e41\u306bGPU\u3092\u4f7f\u3063\u305f\u5b9f\u9a13\u3092\u7e70\u308a\u8fd4\u3059<\/strong><\/li>\n<\/ul>\n<p>\u305d\u306e\u305f\u3081\u3001\u9577\u671f\u7684\u306a\u7814\u7a76\u3084\u5546\u7528\u5229\u7528\u3092\u60f3\u5b9a\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u3001Colab Pro\u3084Colab Pro+\u306a\u3069\u306e\u6709\u6599\u30d7\u30e9\u30f3\u3001\u3042\u308b\u3044\u306fGoogle Cloud Platform\u4e0a\u306e\u74b0\u5883\u3092\u691c\u8a0e\u3059\u308b\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<h3>\u2462Google\u30c9\u30e9\u30a4\u30d6\u306e\u5bb9\u91cf\u306b\u3082\u6ce8\u610f\u304c\u5fc5\u8981<\/h3>\n<p>Colab\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3084\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u305f\u30c7\u30fc\u30bf\u306f\u3001\u81ea\u52d5\u7684\u306bGoogle Drive\u306b\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002\u3057\u304b\u3057\u3001<span class=\"marker-halfYellow\"><strong>\u7121\u6599\u30d7\u30e9\u30f3\u306e\u30c9\u30e9\u30a4\u30d6\u5bb9\u91cf\u306f15GB\u307e\u3067\u306a\u306e\u3067\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3084\u753b\u50cf\u3092\u6271\u3046\u3068\u3059\u3050\u306b\u4e0a\u9650\u306b\u9054\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p>\u305d\u306e\u305f\u3081\u3001\u4e0d\u8981\u306a\u30d5\u30a1\u30a4\u30eb\u3092\u5b9a\u671f\u7684\u306b\u524a\u9664\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066Google One\u3067\u5bb9\u91cf\u3092\u8ffd\u52a0\u8cfc\u5165\u3057\u307e\u3057\u3087\u3046\u3002\u7279\u306bAI\u5b66\u7fd2\u7528\u306e\u753b\u50cf\u30c7\u30fc\u30bf\u3084\u30e2\u30c7\u30eb\u30d5\u30a1\u30a4\u30eb\u306f\u30b5\u30a4\u30ba\u304c\u5927\u304d\u3044\u305f\u3081\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u7a7a\u304d\u5bb9\u91cf\u3092\u5b9a\u671f\u7684\u306b\u78ba\u8a8d\u3057\u3066\u304a\u304f\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<h2>Google Colaboratory\u3067AI\u306e\u69cb\u7bc9\u304c\u53ef\u80fd\u306a\u30bb\u30df\u30ca\u30fc<\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-158094 size-full\" src=\"https:\/\/bizroad-svc.com\/blog\/wp-content\/uploads\/2025\/10\/4.png\" alt=\"Google Colaboratory\u3067AI\u306e\u69cb\u7bc9\u304c\u53ef\u80fd\u306a\u30bb\u30df\u30ca\u30fc\" width=\"698\" height=\"365\" \/><\/p>\n<p>Google Colaboratory\u3067AI\u306e\u69cb\u7bc9\u304c\u53ef\u80fd\u306a\u30bb\u30df\u30ca\u30fc\u306f\u4e3b\u306b\u4ee5\u4e0b\u306e2\u3064\u3067\u3059\u3002<\/p>\n<ol>\n<li><strong>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u80b2\u6210\u8b1b\u5ea7<\/strong><\/li>\n<li><strong>Python\u57fa\u790e\u30bb\u30df\u30ca\u30fc\u8b1b\u7fd2<\/strong><\/li>\n<\/ol>\n<h3>\u2460AI\u30a8\u30f3\u30b8\u30cb\u30a2\u80b2\u6210\u8b1b\u5ea7<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-107701 size-full\" src=\"https:\/\/bizroad-svc.com\/blog\/wp-content\/uploads\/2024\/10\/course-engineer.png\" alt=\"AI\u30a8\u30f3\u30b8\u30cb\u30a2\u80b2\u6210\u8b1b\u5ea7\" width=\"698\" height=\"365\" \/><\/p>\n<p><a href=\"https:\/\/proskilll.com\/seminar\/ai-engineer-basic\/\">AI\u30a8\u30f3\u30b8\u30cb\u30a2\u80b2\u6210\u8b1b\u5ea7<\/a>\u306f\u3001<span class=\"marker-halfYellow\"><strong>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u672a\u7d4c\u9a13\u304b\u3089\u3067\u3082\u77ed\u671f\u9593\u3067AI\u69cb\u7bc9\u306e\u57fa\u790e\u3068\u5fdc\u7528\u3092\u5b66\u3079\u308b\u5b9f\u8df5\u578b\u30bb\u30df\u30ca\u30fc<\/strong><\/span>\u3067\u3059\u3002AI\u306e\u4ed5\u7d44\u307f\u7406\u89e3\u304b\u3089Python\u306b\u3088\u308b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5b9f\u88c5\u3001TensorFlow\u3092\u4f7f\u3063\u305f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u958b\u767a\u307e\u3067\u4f53\u7cfb\u7684\u306b\u7fd2\u5f97\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u53d7\u8b1b\u4e2d\u306fGoogle Colaboratory\u3092\u6d3b\u7528\u3057\u3001\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067GPU\u3092\u4f7f\u3044\u306a\u304c\u3089AI\u3092\u5b9f\u969b\u306b\u52d5\u304b\u3059\u4f53\u9a13\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u5b66\u3093\u3060\u7406\u8ad6\u3092\u5373\u5b9f\u8df5\u306b\u79fb\u305b\u307e\u3059\u3002\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u753b\u50cf\u8a8d\u8b58\u30fb\u6642\u7cfb\u5217\u5206\u6790\u306a\u3069\u306e\u5206\u91ce\u3082\u6271\u3044\u3001\u73fe\u5834\u3067\u901a\u7528\u3059\u308bAI\u958b\u767a\u30b9\u30ad\u30eb\u3092\u52b9\u7387\u3088\u304f\u8eab\u306b\u3064\u3051\u3089\u308c\u308b\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<div class=\"seminar-list\"><div class=\"seminar-item\"><table class=\"seminar-feed-table\">\n                    <tr><th>\u30bb\u30df\u30ca\u30fc\u540d<\/th><td>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u80b2\u6210\u8b1b\u5ea7<\/td><\/tr>\n                    <tr><th>\u904b\u55b6\u5143<\/th><td>GETT Proskill\uff08\u30b2\u30c3\u30c8 \u30d7\u30ed\u30b9\u30ad\u30eb\uff09<\/td><\/tr>\n                    <tr><th>\u4fa1\u683c(\u7a0e\u8fbc)<\/th><td>45,100\u5186\u301c<\/td><\/tr>\n                                                              <tr><th>\u53d7\u8b1b\u671f\u9593<\/th><td>2\u65e5\u9593<\/td><\/tr>\n                                                            <tr><th>\u53d7\u8b1b\u5f62\u5f0f<\/th><td>\u5bfe\u9762\uff08\u6771\u4eac\u30fb\u5927\u962a\uff09\u30fb\u30e9\u30a4\u30d6\u30a6\u30a7\u30d3\u30ca\u30fc\u30fbe\u30e9\u30fc\u30cb\u30f3\u30b0<\/td><\/tr>\n                                    <\/table><\/div><\/div>\n<div class=\"btn btn-center\"><a class=\"btn__link btn__link-primary\" href=\"https:\/\/proskilll.com\/seminar\/ai-engineer-basic\/\">AI\u30a8\u30f3\u30b8\u30cb\u30a2\u80b2\u6210\u8b1b\u5ea7\u306e\u8a73\u7d30\u306f\u3053\u3061\u3089<\/a><\/div>\n<h3>\u2461Python\u57fa\u790e\u30bb\u30df\u30ca\u30fc\u8b1b\u7fd2<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-107849 size-full\" src=\"https:\/\/bizroad-svc.com\/blog\/wp-content\/uploads\/2024\/10\/python.png\" alt=\"Python\u57fa\u790e\u30bb\u30df\u30ca\u30fc\u8b1b\u7fd2\" width=\"698\" height=\"365\" \/><\/p>\n<p><a href=\"https:\/\/proskilll.com\/seminar\/python-basic\/\">Python\u57fa\u790e\u30bb\u30df\u30ca\u30fc<\/a>\u306f\u3001<span class=\"marker-halfYellow\"><strong>Python\u306e\u57fa\u790e\u6587\u6cd5\u304b\u3089AI\u5fdc\u7528\u307e\u3067\u3092\u4e00\u6c17\u306b\u5b66\u3079\u308b\u77ed\u671f\u96c6\u4e2d\u578b\u306e\u8b1b\u5ea7<\/strong><\/span>\u3067\u3059\u3002\u74b0\u5883\u69cb\u7bc9\u304b\u3089\u59cb\u307e\u308a\u3001\u6761\u4ef6\u5206\u5c90\u30fb\u95a2\u6570\u30fb\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u6307\u5411\u3068\u3044\u3063\u305f\u57fa\u672c\u69cb\u6587\u3092\u7406\u89e3\u3057\u305f\u3046\u3048\u3067\u3001\u30c7\u30fc\u30bf\u5206\u6790\u30fb\u753b\u50cf\u51e6\u7406\u30fb\u81ea\u52d5\u5316\u306a\u3069\u306e\u5b9f\u52d9\u30ec\u30d9\u30eb\u306e\u30b9\u30ad\u30eb\u3092\u7fd2\u5f97\u3057\u307e\u3059\u3002<\/p>\n<p>Google Colaboratory\u3092\u4f7f\u3063\u3066\u5b9f\u969b\u306bPython\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u3001PC\u74b0\u5883\u3092\u6574\u3048\u308b\u624b\u9593\u304c\u306a\u304f\u3001\u8ab0\u3067\u3082\u3059\u3050\u306b\u5b66\u7fd2\u3092\u30b9\u30bf\u30fc\u30c8\u3067\u304d\u308b\u70b9\u304c\u9b45\u529b\u3067\u3059\u3002\u8b1b\u7fa9\u3067\u306fscikit-learn\u3092\u4f7f\u3063\u305f\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u3082\u6271\u3046\u305f\u3081\u5b9f\u8df5\u7684\u306a\u5185\u5bb9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"seminar-list\"><div class=\"seminar-item\"><table class=\"seminar-feed-table\">\n                    <tr><th>\u30bb\u30df\u30ca\u30fc\u540d<\/th><td>Python\u57fa\u790e\u30bb\u30df\u30ca\u30fc\u8b1b\u7fd2<\/td><\/tr>\n                    <tr><th>\u904b\u55b6\u5143<\/th><td>GETT Proskill\uff08\u30b2\u30c3\u30c8 \u30d7\u30ed\u30b9\u30ad\u30eb\uff09<\/td><\/tr>\n                    <tr><th>\u4fa1\u683c(\u7a0e\u8fbc)<\/th><td>29,700\u5186\u301c<\/td><\/tr>\n                                                              <tr><th>\u53d7\u8b1b\u671f\u9593<\/th><td>2\u65e5\u9593<\/td><\/tr>\n                                                            <tr><th>\u53d7\u8b1b\u5f62\u5f0f<\/th><td>\u5bfe\u9762\uff08\u6771\u4eac\u30fb\u540d\u53e4\u5c4b\u30fb\u5927\u962a\uff09\u30fb\u30e9\u30a4\u30d6\u30a6\u30a7\u30d3\u30ca\u30fc\u30fbe\u30e9\u30fc\u30cb\u30f3\u30b0<\/td><\/tr>\n                                    <\/table><\/div><\/div>\n<div class=\"btn btn-center\"><a class=\"btn__link btn__link-primary\" href=\"https:\/\/proskilll.com\/seminar\/python-basic\/\">Python\u57fa\u790e\u30bb\u30df\u30ca\u30fc\u306e\u8a73\u7d30\u306f\u3053\u3061\u3089<\/a><\/div>\n<h2>Google Colaboratory\u306b\u3064\u3044\u3066\u306e\u307e\u3068\u3081<\/h2>\n<p>Google Colaboratory\u306f\u3001<span class=\"marker-halfYellow\"><strong>Python\u3092\u5b66\u3076\u4eba\u3084AI\u30fb\u30c7\u30fc\u30bf\u5206\u6790\u306b\u6311\u6226\u3057\u305f\u3044\u4eba\u306b\u3068\u3063\u3066\u3001\u624b\u8efd\u3067\u5b9f\u7528\u7684\u306a\u5b66\u7fd2\u74b0\u5883\u3068\u3044\u3048\u307e\u3059<\/strong><\/span>\u3002\u9762\u5012\u306a\u74b0\u5883\u69cb\u7bc9\u3092\u305b\u305a\u306b\u30d6\u30e9\u30a6\u30b6\u3060\u3051\u3067Python\u3092\u5b9f\u884c\u3067\u304d\u308b\u3046\u3048\u3001\u7121\u6599\u3067GPU\u3084TPU\u3068\u3044\u3063\u305f\u9ad8\u6027\u80fd\u306a\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u3082\u4f7f\u3048\u308b\u305f\u3081\u3001AI\u958b\u767a\u74b0\u5883\u3092\u8ab0\u3067\u3082\u624b\u8efd\u306b\u4f53\u9a13\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001Google Drive\u3084\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3068\u306e\u9023\u643a\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u30fb\u5171\u6709\u30fb\u53ef\u8996\u5316\u307e\u3067\u4e00\u8cab\u3057\u3066\u884c\u3048\u308b\u70b9\u3082\u9b45\u529b\u3067\u3059\u3002\u5236\u9650\u306f\u3042\u308b\u3082\u306e\u306e\u3001\u521d\u5fc3\u8005\u304b\u3089\u7814\u7a76\u8005\u307e\u3067\u5e45\u5e83\u304f\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u5b66\u7fd2\u30b3\u30b9\u30c8\u3092\u6291\u3048\u306a\u304c\u3089\u672c\u683c\u7684\u306aAI\u958b\u767a\u3092\u59cb\u3081\u308b\u826f\u3044\u30c4\u30fc\u30eb\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u300cPython\u3092\u5b66\u3073\u305f\u3044\u3051\u308c\u3069\u3001\u74b0\u5883\u69cb\u7bc9\u304c\u96e3\u3057\u305d\u3046\u300d\u300cAI\u3084\u30c7\u30fc\u30bf\u5206\u6790\u3092\u8a66\u3057\u3066\u307f\u305f\u3044\u3051\u3069\u3001\u9ad8\u6027\u80fd\u306a\u30d1\u30bd\u30b3\u30f3\u304c\u5fc5\u8981\uff1f\u300d\u3068\u4e0d\u5b89\u3092\u611f\u3058\u3066\u3044\u308b\u4eba\u306f\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u3057\u304b\u3057\u3001Google\u304c\u63d0\u4f9b\u3059\u308b\u300cGoogle Colaboratory\u300d\u3092\u4f7f\u3048\u3070\u3001\u7c21\u5358 [&hellip;]<\/p>\n","protected":false},"author":23,"featured_media":158089,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[204],"tags":[629],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/bizroad-svc.com\/blog\/wp-json\/wp\/v2\/posts\/158082"}],"collection":[{"href":"https:\/\/bizroad-svc.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bizroad-svc.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bizroad-svc.com\/blog\/wp-json\/wp\/v2\/users\/23"}],"replies":[{"embeddable":true,"href":"https:\/\/bizroad-svc.com\/blog\/wp-json\/wp\/v2\/comments?post=158082"}],"version-history":[{"count":6,"href":"https:\/\/bizroad-svc.com\/blog\/wp-json\/wp\/v2\/posts\/158082\/revisions"}],"predecessor-version":[{"id":158100,"href":"https:\/\/bizroad-svc.com\/blog\/wp-json\/wp\/v2\/posts\/158082\/revisions\/158100"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bizroad-svc.com\/blog\/wp-json\/wp\/v2\/media\/158089"}],"wp:attachment":[{"href":"https:\/\/bizroad-svc.com\/blog\/wp-json\/wp\/v2\/media?parent=158082"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bizroad-svc.com\/blog\/wp-json\/wp\/v2\/categories?post=158082"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bizroad-svc.com\/blog\/wp-json\/wp\/v2\/tags?post=158082"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}