{"id":3308,"date":"2022-04-30T00:23:17","date_gmt":"2022-04-29T15:23:17","guid":{"rendered":"https:\/\/aiacademy.jp\/media\/?p=3308"},"modified":"2024-08-06T16:43:09","modified_gmt":"2024-08-06T07:43:09","slug":"%e3%80%90%e5%88%9d%e5%bf%83%e8%80%85%e5%90%91%e3%81%91%e3%80%91amazon-sagemaker%e3%81%a8%e3%81%af","status":"publish","type":"post","link":"https:\/\/aiacademy.jp\/media\/?p=3308","title":{"rendered":"\u3010\u521d\u5fc3\u8005\u5411\u3051\u3011Amazon SageMaker\u3068\u306f"},"content":{"rendered":"<div id=\"sgb-css-id-1\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size is-style-fill has-medium-font-size\"><a class=\"wp-block-button__link has-vivid-green-cyan-background-color has-background wp-element-button\" href=\"https:\/\/lin.ee\/3E4GzWk\" rel=\"nofollow noopener\" target=\"_blank\">LINE\u53cb\u3060\u3061\u767b\u9332 \u25b6\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30b3\u30fc\u30b9\u25b6\u53d7\u8b1b\u5272\u5f15\u30af\u30fc\u30dd\u30f3 \u7121\u6599\u52d5\u753b<\/a><\/div>\n<\/div>\n<\/div>\n\n\n<div class=\"toc\">    <div id=\"toc_container\" class=\"sgb-toc--no-bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <span><\/span>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-0\">Amazon SageMaker\u3068\u306f<\/a>      <\/li>      <li>        <a href=\"#i-1\">SageMaker\u306e\u7d44\u307f\u8fbc\u307f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/a>      <\/li>      <li>        <a href=\"#i-2\">SageMaker Python SDK \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-3\">AWS\u3092\u5b66\u3076\u306b\u306f<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-4\">\u4eca\u3059\u3050\u53d7\u8b1b\u3059\u308b<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><div class=\"toc\"><p><\/p>\n<\/div><h2 class=\"wp-block-heading\" id=\"i-0\">Amazon SageMaker\u3068\u306f<\/h2>\n\n\n\n<p><a href=\"https:\/\/aws.amazon.com\/jp\/sagemaker\/\" rel=\"nofollow noopener\" target=\"_blank\">Amazon SageMaker<\/a>\uff08\u30a2\u30de\u30be\u30f3 \u30bb\u30fc\u30b8\u30e1\u30a4\u30ab\u30fc; Sage Maker\uff09\u3068\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u3001\u6559\u5e2b\u30c7\u30fc\u30bf\u306e\u4f5c\u6210\u3001\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u30fb\u5b66\u7fd2\u3001\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u3068\u3044\u3063\u305f\u4e00\u9023\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u884c\u3046\u6a5f\u80fd\u304c\u4e00\u8cab\u3057\u3066\u63d0\u4f9b\u3057\u3066\u3044\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d6\u30e9\u30ea\u3084Jupyter Notebook\u306a\u3069\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u3059\u3050\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3092\u884c\u3046\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/aiacademy.jp\/media\/?p=2373\">AWS<\/a>\u306e\u30b5\u30fc\u30d3\u30b9\u306e\u3046\u30611\u7a2e\u306b\u8a72\u5f53\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>SageMaker\u3067\u306f\u3001<a href=\"https:\/\/aiacademy.jp\/texts\/show\/?id=80&amp;context=subject-python3\">Jupyter Notebook<\/a>\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001Web\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067Python\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u8a18\u8ff0\u3057\u3001\u5b9f\u884c\u3057\u306a\u304c\u3089\u30e2\u30c7\u30ea\u30f3\u30b0\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-1\">SageMaker\u306e\u7d44\u307f\u8fbc\u307f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/h2>\n\n\n\n<p>SageMaker\u306e\u7d44\u307f\u8fbc\u307f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f2022\u5e744\u6708\u73fe\u5728\u3067\u306f\u3001\u4ee5\u4e0b\u306e17\u7a2e\u985e\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><a href=\"https:\/\/docs.aws.amazon.com\/sagemaker\/latest\/dg\/blazingtext.html\" rel=\"nofollow noopener\" target=\"_blank\">BlazingText<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/docs.aws.amazon.com\/sagemaker\/latest\/dg\/deepar.html\" rel=\"nofollow noopener\" target=\"_blank\">DeepAR Forecasting<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/docs.aws.amazon.com\/sagemaker\/latest\/dg\/fact-machines.html\" rel=\"nofollow noopener\" target=\"_blank\">Factorization Machines<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/docs.aws.amazon.com\/sagemaker\/latest\/dg\/image-classification.html\" rel=\"nofollow noopener\" target=\"_blank\">Image Classification Algorithm<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/docs.aws.amazon.com\/sagemaker\/latest\/dg\/ip-insights.html\" rel=\"nofollow noopener\" target=\"_blank\">IP Insights<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/docs.aws.amazon.com\/sagemaker\/latest\/dg\/k-means.html\" rel=\"nofollow noopener\" target=\"_blank\">K-Means Algorithm<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/docs.aws.amazon.com\/sagemaker\/latest\/dg\/k-nearest-neighbors.html\" rel=\"nofollow noopener\" target=\"_blank\">K-Nearest Neighbors (k-NN) Algorithm<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/docs.aws.amazon.com\/sagemaker\/latest\/dg\/lda.html\" rel=\"nofollow noopener\" target=\"_blank\">Latent Dirichlet Allocation (LDA)<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/docs.aws.amazon.com\/sagemaker\/latest\/dg\/linear-learner.html\" rel=\"nofollow noopener\" target=\"_blank\">Linear Learner Algorithm<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/docs.aws.amazon.com\/sagemaker\/latest\/dg\/ntm.html\" rel=\"nofollow noopener\" target=\"_blank\">Neural Topic Model (NTM) Algorithm<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/docs.aws.amazon.com\/sagemaker\/latest\/dg\/object2vec.html\" rel=\"nofollow noopener\" target=\"_blank\">Object2Vec<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/docs.aws.amazon.com\/sagemaker\/latest\/dg\/object-detection.html\" rel=\"nofollow noopener\" target=\"_blank\">Object Detection Algorithm<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/docs.aws.amazon.com\/sagemaker\/latest\/dg\/pca.html\" rel=\"nofollow noopener\" target=\"_blank\">Principal Component Analysis (PCA) Algorithm<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/docs.aws.amazon.com\/sagemaker\/latest\/dg\/randomcutforest.html\" rel=\"nofollow noopener\" target=\"_blank\">Random Cut Forest (RCF) Algorithm<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/docs.aws.amazon.com\/sagemaker\/latest\/dg\/semantic-segmentation.html\" rel=\"nofollow noopener\" target=\"_blank\">Semantic Segmentation<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/docs.aws.amazon.com\/sagemaker\/latest\/dg\/seq-2-seq.html\" rel=\"nofollow noopener\" target=\"_blank\">Sequence to Sequence (seq2seq)<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/docs.aws.amazon.com\/sagemaker\/latest\/dg\/xgboost.html\" rel=\"nofollow noopener\" target=\"_blank\">XGBoost Algorithm<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-2\">SageMaker Python SDK \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/h2>\n\n\n\n<p><a href=\"http:\/\/  \" rel=\"nofollow\">SageMaker Python SDK<\/a>\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u4e0a\u8a18\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092Python\u304b\u3089\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u3088\u3046\u306bpip\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install sagemaker<\/code><\/pre>\n\n\n\n<p><a href=\"https:\/\/github.com\/aws\/sagemaker-python-sdk\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/github.com\/aws\/sagemaker-python-sdk<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/docs.aws.amazon.com\/sagemaker\/latest\/dg\/algorithms-choose.html\" rel=\"nofollow noopener\" target=\"_blank\">Use Amazon SageMaker Built-in Algorithms<\/a><\/p>\n\n\n\n<p>\u95a2\u9023\uff1a<a href=\"https:\/\/aiacademy.jp\/media\/?p=2373\">AWS\uff08\u30a2\u30de\u30be\u30f3\u30a6\u30a7\u30d6\u30b5\u30fc\u30d3\u30b9\uff09\u3068\u306f<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-3\">AWS\u3092\u5b66\u3076\u306b\u306f<\/h2>\n\n\n\n<p><a href=\"https:\/\/aiacademy.jp\/bootcamp\/\">AI Academy Bootcamp<\/a>\u3067\u306f6\u30f6\u6708\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u8cea\u554f\u3057\u653e\u984c\u304b\u3064\u3001\u4f53\u7cfb\u7684\u306b\u5b66\u3079\u308b\u52d5\u753b\u30b3\u30f3\u30c6\u30f3\u30c4\u3067\u5b66\u3079\u306635,000\uff08\u7a0e\u8fbc\uff09\u3067\u53d7\u8b1b\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/aiacademy.jp\/bootcamp\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"341\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-1024x341.png\" alt=\"\" class=\"wp-image-691\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-1024x341.png 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-300x100.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-768x256.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-940x313.png 940w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/a><\/figure>\n\n\n\n<p>\u4e0a\u8a18\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u306f\u3001\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30b9\u30ad\u30eb\u300d\u3068\u300c\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30b9\u30ad\u30eb\u300d\u3092\u52b9\u7387\u3088\u304f\u8eab\u306b\u3064\u3051\u3089\u308c\u308b\u30d7\u30e9\u30f3\u3067\u3059\u3002\u8cea\u554f\u3057\u653e\u984c\u306e\u74b0\u5883\u304b\u3064\u52d5\u753b\u30b3\u30f3\u30c6\u30f3\u30c4\u3082\u3042\u308a35,000\u5186\u306b\u3066\u53d7\u8b1b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30b9\u30ad\u30eb\u3092\u52b9\u7387\u3088\u304f\u8eab\u306b\u4ed8\u3051\u305f\u3044\u65b9\u306f\u3054\u53d7\u8b1b\u691c\u8a0e\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-4\"><a href=\"https:\/\/aiacademy.jp\/bootcamp\/\">\u4eca\u3059\u3050\u53d7\u8b1b\u3059\u308b<\/a><\/h1>\n","protected":false},"excerpt":{"rendered":"<p>\u76ee\u6b21 Amazon SageMaker\u3068\u306f SageMaker\u306e\u7d44\u307f\u8fbc\u307f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0 SageMaker Python SDK \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b AWS\u3092\u5b66\u3076\u306b\u306f \u4eca\u3059\u3050\u53d7\u8b1b\u3059\u308b Amazon SageMaker\u3068\u306f  &#8230; <\/p>\n","protected":false},"author":1,"featured_media":3310,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[193],"tags":[],"class_list":{"0":"post-3308","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-it"},"_links":{"self":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/3308","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3308"}],"version-history":[{"count":5,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/3308\/revisions"}],"predecessor-version":[{"id":4749,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/3308\/revisions\/4749"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/media\/3310"}],"wp:attachment":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3308"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3308"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3308"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}