{"id":3787,"date":"2021-12-15T18:54:33","date_gmt":"2021-12-15T09:54:33","guid":{"rendered":"https:\/\/www.ryucom.co.jp\/blog\/?p=3787"},"modified":"2021-12-15T18:54:35","modified_gmt":"2021-12-15T09:54:35","slug":"post-3787","status":"publish","type":"post","link":"https:\/\/www.ryucom.co.jp\/blog\/aws\/3787","title":{"rendered":"Amazon SageMaker Studio Lab \u4f7f\u3063\u3066\u307f\u305f\uff01"},"content":{"rendered":"\n<p>\u3053\u3093\u306b\u3061\u306f\u3001\u5bae\u5185\u3067\u3059\u3002<br>11\u670829\u65e5\uff5e12\u67083\u65e5\u306b\u958b\u50ac\u3055\u308c\u305fAWS\u306e\u4e00\u5927\u30a4\u30d9\u30f3\u30c8re:Invent 2021\u306f\u3054\u89a7\u306b\u306a\u308a\u307e\u3057\u305f\u3067\u3057\u3087\u3046\u304b\uff1f<br>\u4eca\u5e74\u3082\u591a\u304f\u306e\u30b5\u30fc\u30d3\u30b9\u306e\u30d7\u30ec\u30d3\u30e5\u30fc\u516c\u958b\u3084GA\u3001\u6a5f\u80fd\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306a\u3069\u3001\u30db\u30c3\u30c8\u306a\u60c5\u5831\u304c\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3057\u305f\uff01<br>\u4eca\u56de\u306f\u3001re:Invent 2021\u3067\u30d7\u30ec\u30d3\u30e5\u30fc\u516c\u958b\u3055\u308c\u305f\u300cAmazon SageMaker Studio Lab\u300d\u3092\u4f7f\u3063\u3066\u307f\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Amazon SageMaker Studio Lab\u3068\u306f<\/h2>\n\n\n\n<p>Amazon SageMaker Studio Lab\uff08\u4ee5\u4e0b\u3001Studio Lab\uff09\u306e\u30b3\u30f3\u30bb\u30d7\u30c8\u306f<\/p>\n\n\n\n<p><strong>\u3000\u300c\u6a5f\u68b0\u5b66\u7fd2\u3092\u5b66\u3073\u3001\u5b9f\u9a13\u3067\u304d\u308b<span style=\"color: #000000\" class=\"text-color\">\u7121\u6599<\/span>\u306e\u30b5\u30fc\u30d3\u30b9\u300d<\/strong><\/p>\n\n\n\n<p>\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002Studio Lab\u306e\u5229\u7528\u306b\u304a\u3044\u3066\u306fAWS\u30a2\u30ab\u30a6\u30f3\u30c8\u3082\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u306e\u3067\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3060\u3051\u7528\u610f\u3067\u304d\u308c\u3070\u3001\u8ab0\u3067\u3082\u7121\u511f\u3067\u4f7f\u7528\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u516c\u5f0f\u306e\u7d39\u4ecb\u30da\u30fc\u30b8\uff08URL\uff09\u3092\u8a18\u8f09\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/aws.amazon.com\/jp\/about-aws\/whats-new\/2021\/12\/amazon-sagemaker-studio-lab-no-configuration-ml-service\/\">https:\/\/aws.amazon.com\/jp\/about-aws\/whats-new\/2021\/12\/amazon-sagemaker-studio-lab-no-configuration-ml-service\/<\/a><\/p>\n\n\n\n<p>\u65e9\u901f\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u4f5c\u6210\u304b\u3089\u59cb\u3081\u3066\u307f\u307e\u3057\u3087\u3046\uff01<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u624b\u9806<\/h2>\n\n\n\n<p>\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u306b\u306f\u4ee5\u4e0b\u306eURL\u3078\u30a2\u30af\u30bb\u30b9\u3057\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/studiolab.sagemaker.aws\/requestAccount\">https:\/\/studiolab.sagemaker.aws\/requestAccount<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3010\u624b\u9806\u2460\u3011\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u308b<\/h3>\n\n\n\n<p>\u4e0a\u306eURL\u3078\u5b9f\u969b\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u306b\u5fc5\u8981\u306a\u9805\u76ee\u3092\u5165\u529b\u3059\u308b\u30da\u30fc\u30b8\u3078\u9077\u79fb\u3057\u307e\u3059\u3002<br>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306e\u307f\u5fc5\u9808\u5165\u529b\u3067\u3001\u4ed6\u306e\u9805\u76ee\u306f\u5165\u529b\u7121\u3057\u3067\u3082\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u3002<br>\u9805\u76ee\u540d\uff08Enter your &#8230;\uff09\u306e\u5f8c\u308d\u306b <span style=\"color: #ff0000\" class=\"text-color\">*<\/span> \u304c\u4ed8\u3044\u3066\u3044\u308b\u9805\u76ee\u304c\u5fc5\u9808\u5165\u529b\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"709\" height=\"676\" src=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image.png\" alt=\"SageMaker Studio Lab \u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u30ea\u30af\u30a8\u30b9\u30c8\" class=\"wp-image-3875\" srcset=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image.png 709w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-300x286.png 300w\" sizes=\"(max-width: 709px) 100vw, 709px\" \/><\/figure>\n\n\n\n<p>\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u308b\u3068\u3001\u5165\u529b\u3057\u305f\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u5b9b\u3066\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u627f\u8a8d\u306e\u30e1\u30fc\u30eb\u304c\u5c4a\u304d\u307e\u3059\u3002<br>\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u3063\u3066\u304b\u3089\u30011\uff5e5\u55b6\u696d\u65e5\u3092\u76ee\u5b89\u306b\u627f\u8a8d\u3055\u308c\u308b\u3088\u3046\u3067\u3059\u3002\uff08\u79c1\u306f\u7533\u8acb\u306e\u7fcc\u65e5\u306b\u627f\u8a8d\u3055\u308c\u307e\u3057\u305f\uff09<br>\u3061\u306a\u307f\u306b\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u627f\u8a8d\u304c\u884c\u306a\u308f\u308c\u305f\u5834\u5408\u3067\u3082\u3001\u4f55\u3082\u305b\u305a\u306b7\u65e5\u304c\u904e\u304e\u308b\u3068\u5931\u52b9\u6271\u3044\u3068\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u305d\u308c\u307e\u3067\u306b\u6b21\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u3092\u884c\u3044\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3010\u624b\u9806\u2461\u3011\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b<\/h3>\n\n\n\n<p>\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u627f\u8a8d\u3055\u308c\u308b\u3068\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u7528\u30da\u30fc\u30b8\u306e\u30ea\u30f3\u30af\u304c\u8a18\u8f09\u3055\u308c\u305f\u30e1\u30fc\u30eb\u304c\u9001\u3089\u308c\u3066\u304d\u307e\u3059\u3002<br>\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068\u6b21\u306e\u3088\u3046\u306a\u30da\u30fc\u30b8\u304c\u958b\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"688\" src=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-3.png\" alt=\"SageMaker Studio Lab \u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\" class=\"wp-image-3878\" srcset=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-3.png 720w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-3-300x287.png 300w\" sizes=\"(max-width: 720px) 100vw, 720px\" \/><\/figure>\n\n\n\n<p>\u3053\u3061\u3089\u306e\u9805\u76ee\u306f\u5168\u3066\u5fc5\u9808\u5165\u529b\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br>\u30d1\u30b9\u30ef\u30fc\u30c9\u30dd\u30ea\u30b7\u30fc\u306f\u3001<\/p>\n\n\n\n<ul><li>\uff18\u6841\u4ee5\u4e0a<\/li><li>\u30a2\u30eb\u30d5\u30a1\u30d9\u30c3\u30c8\u306e\u5927\u6587\u5b57\u3001\u5c0f\u6587\u5b57\u3001\u6570\u5b57\u3001\u8a18\u53f7\uff08&nbsp;! @ # $ % ^ &amp; * () &lt;&gt; [] {} | _+-=\uff09\u306e\u4e2d\u304b\u30893\u7a2e\u985e\u4ee5\u4e0a\u3092\u542b\u3080<\/li><\/ul>\n\n\n\n<p>\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br>\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5fd8\u308c\u3066\u3057\u307e\u3063\u305f\u5834\u5408\u3067\u3082\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u518d\u767a\u884c\u306f\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3010\u624b\u9806\u2462\u3011\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u3092\u627f\u8a8d\u3059\u308b<\/h3>\n\n\n\n<p>\u5165\u529b\u5f8c\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\uff08Create account\uff09\u306e\u30dc\u30bf\u30f3\u3092\u62bc\u4e0b\u3059\u308b\u3068\u3001\u5165\u529b\u3057\u305f\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u5b9b\u3066\u306b\u767b\u9332\u78ba\u8a8d\u306e\u30e1\u30fc\u30eb\u304c\u5c4a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"749\" height=\"165\" src=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-4.png\" alt=\"SageMaker Studio Lab \u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u306e\u627f\u8a8d\u30e1\u30fc\u30eb\" class=\"wp-image-3881\" srcset=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-4.png 749w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-4-300x66.png 300w\" sizes=\"(max-width: 749px) 100vw, 749px\" \/><\/figure>\n\n\n\n<p>\u30e1\u30fc\u30eb\u306b\u8a18\u8f09\u306e\u30ea\u30f3\u30af\u3092\u62bc\u4e0b\u3059\u308b\u3068\u3001\u8a8d\u8a3c\u304c\u5b8c\u4e86\u3057\u307e\u3059\u3002<br>\u8a8d\u8a3c\u5f8c\u304b\u3089Studio Lab\u3078\u30ed\u30b0\u30a4\u30f3\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Studio Lab\u3078\u30ed\u30b0\u30a4\u30f3<\/h2>\n\n\n\n<p>\u4e0b\u8a18\u306eURL\u304b\u3089\u3001Studio Lab\u306e\u30ed\u30b0\u30a4\u30f3\u753b\u9762\u3078\u9077\u79fb\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/studiolab.sagemaker.aws\/login\">https:\/\/studiolab.sagemaker.aws\/login<\/a><\/p>\n\n\n\n<p>\u30ed\u30b0\u30a4\u30f3\u753b\u9762\u306b\u3066\u3001\u767b\u9332\u3057\u305f\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u307e\u305f\u306f\u30e6\u30fc\u30b6\u540d\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5165\u529b\u3057\u3066\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"434\" height=\"586\" src=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-5.png\" alt=\"SageMaker Studio Lab \u30ed\u30b0\u30a4\u30f3\u753b\u9762\" class=\"wp-image-3884\" srcset=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-5.png 434w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-5-222x300.png 222w\" sizes=\"(max-width: 434px) 100vw, 434px\" \/><\/figure>\n\n\n\n<p>\u30ed\u30b0\u30a4\u30f3\u3059\u308b\u3068\u6b21\u306e\u3088\u3046\u306a\u753b\u9762\u304c\u958b\u304d\u307e\u3059\u3002<br>\u3053\u3053\u304b\u3089Jupyter\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u8d77\u52d5\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"323\" src=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-7-1024x323.png\" alt=\"SageMaker Studio Lab \u30e6\u30fc\u30b6\u30da\u30fc\u30b8\" class=\"wp-image-3886\" srcset=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-7-1024x323.png 1024w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-7-300x95.png 300w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-7-768x242.png 768w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-7.png 1198w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Jupyter\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u8d77\u52d5\u3059\u308b\u969b\u306b\u306f\u3001CPU\u304bGPU\u3092\u9078\u629e\u3057\u307e\u3059\u3002<br>\u57fa\u672c\u7684\u306b\u306fCPU\u3067\u554f\u984c\u7121\u3044\u3068\u601d\u3044\u307e\u3059\u304c\u3001TensorFlow\u3068\u3044\u3063\u305f\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u306fGPU\u3092\u8981\u6c42\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u4f7f\u3044\u5206\u3051\u304c\u5fc5\u8981\u306b\u306a\u308a\u305d\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3068\u308a\u3042\u3048\u305a\u3001CPU\u3092\u9078\u629e\u3057\u3066\u300cStart runtime\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3057\u3087\u3046\u3002<br>\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068Jupyter\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u8d77\u52d5\u304c\u958b\u59cb\u3057\u307e\u3059\u300230\u79d2\u307b\u3069\u3067\u5b8c\u4e86\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"232\" src=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-8-1024x232.png\" alt=\"SageMaker Studio Lab \u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u8d77\u52d5\u4e2d\u753b\u9762\" class=\"wp-image-3887\" srcset=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-8-1024x232.png 1024w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-8-300x68.png 300w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-8-768x174.png 768w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-8.png 1183w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5b8c\u4e86\u3059\u308b\u3068\u3001\u30b9\u30c6\u30fc\u30bf\u30b9\u304c\u8d77\u52d5\u72b6\u614b\uff08Running\uff09\u3068\u306a\u308a\u307e\u3059\u3002<br>Jupyter\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u4f7f\u7528\u6642\u9593\u306b\u306f\u5236\u9650\u304c\u8a2d\u3051\u3089\u308c\u3066\u304a\u308a\u3001CPU\u306f12\u6642\u9593\u3001GPU\u306f4\u6642\u9593\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u6642\u9593\u3092\u904e\u304e\u308b\u3068\u81ea\u52d5\u7684\u306b\u30bb\u30c3\u30b7\u30e7\u30f3\u304c\u5207\u65ad\u3055\u308c\u307e\u3059\u304c\u3001\u4f5c\u696d\u72b6\u6cc1\u306f\u4fdd\u5b58\u3055\u308c\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u518d\u8d77\u52d5\u3059\u308b\u3053\u3068\u3067\u4f5c\u696d\u3092\u7d9a\u304d\u304b\u3089\u59cb\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br>\u305d\u308c\u3067\u306f\u3001\u300cOpen project\u300d\u306e\u30dc\u30bf\u30f3\u304c\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001Jupyter\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3078\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3057\u3087\u3046\uff01<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"232\" src=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-9-1024x232.png\" alt=\"SageMaker Studio Lab \u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u8d77\u52d5\u5f8c\u753b\u9762\" class=\"wp-image-3888\" srcset=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-9-1024x232.png 1024w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-9-300x68.png 300w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-9-768x174.png 768w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-9.png 1183w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068\u3001\u30b9\u30bf\u30fc\u30c8\u30da\u30fc\u30b8\u304c\u958b\u304d\u307e\u3059\u3002\uff082\u56de\u76ee\u4ee5\u964d\u306f\u3001\u6700\u5f8c\u306b\u958b\u3044\u3066\u3044\u305f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u304c\u958b\u304d\u307e\u3059\uff09<br>Jupyter\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306fMarkdown\u5f62\u5f0f\u3067\u30c6\u30ad\u30b9\u30c8\u3092\u8a18\u8f09\u3057\u305f\u308a\u3001Python\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u30b3\u30fc\u30c9\u3092\u8a18\u8f09\u3057\u3066\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u306f\u81ea\u7531\u306b\u4f5c\u6210\u3067\u304d\u307e\u3059\u304c\u3001\u30e6\u30fc\u30b6\u6bce\u306b15GB\u306e\u6c38\u7d9a\u30b9\u30c8\u30ec\u30fc\u30b8\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u3068\u306e\u3053\u3068\u306a\u306e\u3067\u3001\u7121\u5236\u9650\u306b\u4f5c\u308b\u3053\u3068\u306f\u51fa\u6765\u306a\u3044\u3068\u601d\u308f\u308c\u307e\u3059\u3002<br>\u3061\u306a\u307f\u306b\u3001\u8a18\u4e8b\u4f5c\u6210\u6642\u70b9\u3067Python\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306f3.9\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"336\" src=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-10-1024x336.png\" alt=\"SageMaker Studio Lab \u30b9\u30bf\u30fc\u30c8\u30da\u30fc\u30b8\" class=\"wp-image-3889\" srcset=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-10-1024x336.png 1024w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-10-300x98.png 300w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-10-768x252.png 768w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-10-1536x504.png 1536w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-10.png 1886w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u307e\u305f\u3001Git\u306e\u30bd\u30fc\u30b9\u3092\u9023\u643a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3088\u3046\u3067\u3059\u3002<br>\u6a5f\u68b0\u5b66\u7fd2\u306b\u95a2\u9023\u3057\u305f\u30bd\u30fc\u30b9\u3092\u30af\u30ed\u30fc\u30f3\u3057\u3066\u3001\u5b9f\u884c\u3057\u3066\u307f\u308b\u306e\u3082\u9762\u767d\u305d\u3046\u3067\u3059\u306d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"490\" height=\"263\" src=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-11.png\" alt=\"SageMaker Studio Lab Git\u9023\u643a\" class=\"wp-image-3890\" srcset=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-11.png 490w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-11-300x161.png 300w\" sizes=\"(max-width: 490px) 100vw, 490px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u5c11\u3057\u3060\u3051\u304a\u8a66\u3057<\/h2>\n\n\n\n<p>\u79c1\u304c\u5165\u793e1\u5e74\u76ee\u306e\u6642\u306b\u4f5c\u6210\u3057\u305f\u3001\u624b\u66f8\u304d\u6570\u5b57\u8a8d\u8b58\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092Studio Lab\u3067\u52d5\u304b\u305b\u308b\u304b\u8a66\u3057\u3066\u307f\u307e\u3057\u305f\u3002<br>\u3053\u306e\u30e2\u30c7\u30eb\u3067\u306f\u3001Keras\u3068\u3044\u3046TensorFlow\u4e0a\u3067\u52d5\u304f\u6df1\u5c64\u5b66\u7fd2\u7528\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u4ed6\u3001\u6570\u5024\u8a08\u7b97\u7528\u30e2\u30b8\u30e5\u30fc\u30eb\u3067\u3042\u308bNumpy\u3001\u5b66\u7fd2\u7d50\u679c\u306e\u30b0\u30e9\u30d5\u3092\u8868\u793a\u3059\u308b\u305f\u3081\u306eMatplotlib\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<br>\u4eca\u5ea6\u306f\u3001GPU\u3092\u9078\u629e\u3057\u3066Jupyter\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">pip\u30b3\u30de\u30f3\u30c9\u306b\u3088\u308b\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n\n\n\n<p>pip\u30b3\u30de\u30f3\u30c9\u306f\u5236\u9650\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u5fc3\u914d\u3067\u3057\u305f\u304c\u3001\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u3067\u304d\u308b\u304b\u8a66\u3057\u305f\u3068\u3053\u308d\u3001\u6b63\u5e38\u306b\u30b3\u30de\u30f3\u30c9\u304c\u5b9f\u884c\u3067\u304d\u307e\u3057\u305f\uff01<br>\uff08\u4e0b\u306e\u753b\u50cf\u306f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u305f2\u56de\u76ee\u306e\u7d50\u679c\u306e\u305f\u3081\u3001\u65e2\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f\u3067\u3042\u308b\u3053\u3068\u304c\u30ed\u30b0\u306b\u51fa\u3066\u3044\u307e\u3059\uff09<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"349\" src=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-12-1024x349.png\" alt=\"SageMaker Studio Lab \u30e2\u30b8\u30e5\u30fc\u30eb\u306epip\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\" class=\"wp-image-3891\" srcset=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-12-1024x349.png 1024w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-12-300x102.png 300w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-12-768x262.png 768w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-12.png 1274w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">MNIST\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5229\u7528<\/h3>\n\n\n\n<p>\u624b\u66f8\u304d\u6570\u5b57\u8a8d\u8b58\u3067\u306f\u304a\u306a\u3058\u307f\u306eMNIST\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u6a19\u6e96\u3067\u4f7f\u7528\u3067\u304d\u307e\u3057\u305f\u3002<br>\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\u3060\u3051\u3067\u4f7f\u3048\u308b\u306e\u306f\u3042\u308a\u304c\u305f\u3044\u3067\u3059\u306d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"597\" height=\"120\" src=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-13.png\" alt=\"SageMaker Studio Lab MNIST\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\" class=\"wp-image-3892\" srcset=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-13.png 597w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-13-300x60.png 300w\" sizes=\"(max-width: 597px) 100vw, 597px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30d3\u30eb\u30c9\u3001\u53ca\u3073\u30b3\u30f3\u30d1\u30a4\u30eb\u3068\u7d50\u679c\u306e\u78ba\u8a8d<\/h3>\n\n\n\n<p>\u30e2\u30c7\u30eb\u306e\u30d3\u30eb\u30c9\u3084\u30b3\u30f3\u30d1\u30a4\u30eb\u3082\u554f\u984c\u7121\u304f\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"336\" src=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-14-1024x336.png\" alt=\"SageMaker Studio Lab \u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30d3\u30eb\u30c9\" class=\"wp-image-3893\" srcset=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-14-1024x336.png 1024w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-14-300x99.png 300w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-14-768x252.png 768w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-14.png 1038w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u7d50\u679c\u3082\u898b\u308b\u3053\u3068\u304c\u3067\u304d\u305f\u306e\u3067\u3001\u554f\u984c\u306a\u3057\u3067\u3059\u306d\uff01<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"601\" height=\"487\" src=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-15.png\" alt=\"SageMaker Studio Lab \u5b66\u7fd2\u7d50\u679c\u306e\u78ba\u8a8d\" class=\"wp-image-3894\" srcset=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-15.png 601w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-15-300x243.png 300w\" sizes=\"(max-width: 601px) 100vw, 601px\" \/><\/figure>\n\n\n\n<p>\u3061\u306a\u307f\u306b\u3001\u4f5c\u6210\u3057\u305f\u30e2\u30c7\u30eb\u3084\u91cd\u307f\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u30d5\u30a1\u30a4\u30eb\u51fa\u529b\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3057\u305f\uff01<br>\u3053\u308c\u3067\u30e2\u30c7\u30eb\u306e\u518d\u5229\u7528\u3082\u7c21\u5358\u306b\u3067\u304d\u308b\u306e\u3067\u3001\u304b\u306a\u308a\u4f7f\u3044\u3084\u3059\u3044\u3067\u3059\u306d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1004\" height=\"263\" src=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-16.png\" alt=\"SageMaker Studio Lab \u30e2\u30c7\u30eb\u3068\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u4fdd\u5b58\" class=\"wp-image-3912\" srcset=\"https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-16.png 1004w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-16-300x79.png 300w, https:\/\/www.ryucom.co.jp\/blog\/cms\/wp-content\/uploads\/2021\/12\/image-16-768x201.png 768w\" sizes=\"(max-width: 1004px) 100vw, 1004px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u3055\u3044\u3054\u306b<\/h2>\n\n\n\n<p>\u4eca\u56de\u306f\u3001SageMaker Studio Lab\u3092\u4f7f\u3063\u3066\u307f\u307e\u3057\u305f\u3002<br>\u81ea\u524d\u3067Python\u306b\u3088\u308b\u6a5f\u68b0\u5b66\u7fd2\u306e\u958b\u767a\u74b0\u5883\u3092\u4f5c\u308d\u3046\u3068\u3059\u308b\u3068\u624b\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u304c\u3001Studio Lab\u306fAWS\u30a2\u30ab\u30a6\u30f3\u30c8\u304c\u4e0d\u8981\u3001\u304b\u3064\u7121\u6599\u3067\u4f7f\u7528\u3067\u304d\u308b\u306e\u3067\u3001\u3053\u308c\u304b\u3089\u6a5f\u68b0\u5b66\u7fd2\u3092\u5b66\u307c\u3046\u3068\u601d\u3063\u3066\u3044\u308b\u65b9\u306b\u306f\u7279\u306b\u30aa\u30b9\u30b9\u30e1\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u500b\u4eba\u7684\u306a\u6240\u611f\u3067\u3059\u304c\u3001Studio Lab\u3092\u4f7f\u7528\u3059\u308b\u4e0a\u3067\u306e\u6ce8\u610f\u70b9\u3068\u3057\u3066\u3001<\/p>\n\n\n\n<ul><li>\u4f7f\u7528\u7528\u9014\u304c\u5b66\u7fd2\u3068\u5b9f\u9a13\u306b\u9650\u3089\u308c\u3066\u3044\u308b\u3002\uff08\u672c\u756a\u74b0\u5883\u3068\u3057\u3066\u306e\u5229\u7528\u306f\u7981\u6b62\uff09<\/li><li>\u4f7f\u7528\u3067\u304d\u308bCPU\u3001GPU\u306b\u5236\u9650\u304c\u3042\u308b\u3002\uff08\u975e\u5e38\u306b\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8981\u3059\u308b\u6a5f\u68b0\u5b66\u7fd2\u306f\u96e3\u3057\u3044\u304b\u3082\u3057\u308c\u306a\u3044\uff09<\/li><li>\u30ed\u30b0\u30a4\u30f3\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u304c5\u5206\u7a0b\u3067\u5207\u308c\u3066\u3057\u307e\u3046\u3002\uff08\u305f\u3060\u3057\u3001Jupyter\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306f\u8d77\u52d5\u72b6\u614b\u306e\u307e\u307e\uff09<\/li><\/ul>\n\n\n\n<p>\u306e3\u3064\u304c\u3042\u308b\u3068\u601d\u3044\u307e\u3057\u305f\u3002<br>\u82f1\u8a9e\u306e\u30b5\u30a4\u30c8\u306b\u306a\u308a\u307e\u3059\u304c\u3001Studio Lab\u306eFAQ\u30da\u30fc\u30b8\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u3053\u3061\u3089\u3082\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/studiolab.sagemaker.aws\/faq\">https:\/\/studiolab.sagemaker.aws\/faq<\/a><\/p>\n\n\n\n<p>Studio Lab\u3067\u8272\u3005\u3068\u304a\u8a66\u3057\u3057\u3066\u3001SageMaker Studio\u3082\u672c\u683c\u7684\u306b\u4f7f\u3063\u3066\u307f\u305f\u3044\u3068\u601d\u3044\u307e\u3059\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3001\u5bae\u5185\u3067\u3059\u300211\u670829\u65e5\uff5e12\u67083\u65e5\u306b\u958b\u50ac\u3055\u308c\u305fAWS\u306e\u4e00\u5927\u30a4\u30d9\u30f3\u30c8re:Invent 2021\u306f\u3054\u89a7\u306b\u306a\u308a\u307e\u3057\u305f\u3067\u3057\u3087\u3046\u304b\uff1f\u4eca\u5e74\u3082\u591a\u304f\u306e\u30b5\u30fc\u30d3\u30b9\u306e\u30d7\u30ec\u30d3\u30e5\u30fc\u516c\u958b\u3084GA\u3001\u6a5f\u80fd\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306a\u3069\u3001\u30db\u30c3\u30c8\u306a\u60c5\u5831\u304c\u305f [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":3917,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[38,39],"_links":{"self":[{"href":"https:\/\/www.ryucom.co.jp\/blog\/wp-json\/wp\/v2\/posts\/3787"}],"collection":[{"href":"https:\/\/www.ryucom.co.jp\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ryucom.co.jp\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ryucom.co.jp\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ryucom.co.jp\/blog\/wp-json\/wp\/v2\/comments?post=3787"}],"version-history":[{"count":25,"href":"https:\/\/www.ryucom.co.jp\/blog\/wp-json\/wp\/v2\/posts\/3787\/revisions"}],"predecessor-version":[{"id":3936,"href":"https:\/\/www.ryucom.co.jp\/blog\/wp-json\/wp\/v2\/posts\/3787\/revisions\/3936"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ryucom.co.jp\/blog\/wp-json\/wp\/v2\/media\/3917"}],"wp:attachment":[{"href":"https:\/\/www.ryucom.co.jp\/blog\/wp-json\/wp\/v2\/media?parent=3787"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ryucom.co.jp\/blog\/wp-json\/wp\/v2\/categories?post=3787"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ryucom.co.jp\/blog\/wp-json\/wp\/v2\/tags?post=3787"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}