{"id":2063,"date":"2024-12-31T14:26:06","date_gmt":"2024-12-31T06:26:06","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=2063"},"modified":"2024-12-31T14:26:06","modified_gmt":"2024-12-31T06:26:06","slug":"ajj","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ja\/\u30a2\u30b8\/","title":{"rendered":"Amazon SageMaker \u306e\u7d39\u4ecb"},"content":{"rendered":"

Amazon SageMaker \u306f\u3001Amazon Web Services (AWS) \u304c\u63d0\u4f9b\u3059\u308b\u5305\u62ec\u7684\u306a\u6a5f\u68b0\u5b66\u7fd2 (ML) \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u8fc5\u901f\u306b\u69cb\u7bc9\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u7ba1\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002 SageMaker \u306f\u3001\u30c7\u30fc\u30bf\u6e96\u5099\u304b\u3089\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3001\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u307e\u3067\u306e\u5b8c\u5168\u306a\u6a5f\u80fd\u30bb\u30c3\u30c8\u3092\u7d71\u5408\u3057\u3001\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u3092\u7c21\u7d20\u5316\u3057\u3001AI \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u30b5\u30a4\u30af\u30eb\u3092\u52a0\u901f\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u521d\u5fc3\u8005\u3067\u3082\u7d4c\u9a13\u8c4a\u5bcc\u306a\u5c02\u9580\u5bb6\u3067\u3082\u3001SageMaker \u306f\u3055\u307e\u3056\u307e\u306a\u30b9\u30ad\u30eb \u30ec\u30d9\u30eb\u306b\u9069\u3057\u305f\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n

 <\/p>\n

SageMaker\u306e\u30b3\u30a2\u6a5f\u80fd<\/strong><\/h3>\n

1.\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u3068\u51e6\u7406<\/strong><\/h4>\n

\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u306f\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002 SageMaker \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u304a\u3088\u3073\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n

    \n
  • SageMaker \u30c7\u30fc\u30bf\u30e9\u30f3\u30b0\u30e9\u30fc<\/strong>: \u30e6\u30fc\u30b6\u30fc\u304c\u30c9\u30e9\u30c3\u30b0 \u30a2\u30f3\u30c9 \u30c9\u30ed\u30c3\u30d7\u64cd\u4f5c\u3067\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30ed\u30fc\u30c9\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3001\u5909\u63db\u3001\u96c6\u8a08\u64cd\u4f5c\u3092\u9069\u7528\u3067\u304d\u308b\u8996\u899a\u7684\u306a\u30c7\u30fc\u30bf\u6e96\u5099\u30c4\u30fc\u30eb\u3002 Amazon S3\u3001Redshift\u3001RDS \u306a\u3069\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n
  • SageMaker \u30d5\u30a3\u30fc\u30c1\u30e3\u30fc\u30b9\u30c8\u30a2<\/strong>: \u6a5f\u68b0\u5b66\u7fd2\u6a5f\u80fd\u7ba1\u7406\u5c02\u7528\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30b5\u30fc\u30d3\u30b9\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30c7\u30fc\u30bf\u6a5f\u80fd\u3092\u4fdd\u5b58\u3001\u5171\u6709\u3001\u518d\u5229\u7528\u3057\u3066\u30e2\u30c7\u30eb\u306e\u4e00\u8cab\u6027\u3068\u52b9\u7387\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<\/ul>\n

     <\/p>\n

    \"\"<\/p>\n

     <\/p>\n

    2.\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/strong><\/h4>\n

    SageMaker \u306f\u3001\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30d7\u30ed\u30bb\u30b9\u3092\u3088\u308a\u52b9\u7387\u7684\u304b\u3064\u81ea\u52d5\u5316\u3059\u308b\u305f\u3081\u306e\u4e00\u9023\u306e\u30c4\u30fc\u30eb\u3068\u30ea\u30bd\u30fc\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n

      \n
    • \u7d44\u307f\u8fbc\u307f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/strong>SageMaker \u306b\u306f\u3001\u7dda\u5f62\u56de\u5e30\u3001XGBoost\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af (TensorFlow\u3001PyTorch\u3001MXNet \u306a\u3069) \u306a\u3069\u306e\u8907\u6570\u306e\u4e8b\u524d\u69cb\u7bc9\u3055\u308c\u305f\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u3053\u308c\u3092\u76f4\u63a5\u4f7f\u7528\u3057\u3066\u8907\u96d1\u306a\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/li>\n
    • SageMaker \u30aa\u30fc\u30c8\u30d1\u30a4\u30ed\u30c3\u30c8<\/strong>: \u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u3001\u7279\u5fb4\u306e\u9078\u629e\u3001\u30e2\u30c7\u30eb\u306e\u9078\u629e\u3001\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u6700\u9069\u5316\u306a\u3069\u306e\u624b\u9806\u3092\u81ea\u52d5\u5316\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u52b9\u7387\u7684\u306a\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u8fc5\u901f\u306b\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u81ea\u52d5\u6a5f\u68b0\u5b66\u7fd2 (AutoML) \u30c4\u30fc\u30eb\u3002<\/li>\n
    • \u30bb\u30fc\u30b8\u30e1\u30fc\u30ab\u30fc\u30b9\u30bf\u30b8\u30aa<\/strong>: \u30e6\u30fc\u30b6\u30fc\u304c\u5b9f\u9a13\u3001\u958b\u767a\u3001\u30c7\u30d0\u30c3\u30b0\u3092\u884c\u3048\u308b\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE)\u3002\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3001\u30e2\u30c7\u30eb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30ed\u30ae\u30f3\u30b0\u3001\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306a\u3069\u306e\u6a5f\u80fd\u3092\u7d71\u5408\u3057\u3001\u958b\u767a\u30b5\u30a4\u30af\u30eb\u3092\u52a0\u901f\u3057\u307e\u3059\u3002<\/li>\n
    • \u5206\u6563\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/strong>SageMaker \u306f\u5927\u898f\u6a21\u306a\u5206\u6563\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u8907\u6570\u306e GPU \u307e\u305f\u306f\u30de\u30b7\u30f3\u3092\u4e26\u5217\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u4f7f\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6642\u9593\u304c\u5927\u5e45\u306b\u77ed\u7e2e\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n

      3.\u30e2\u30c7\u30eb\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong><\/h4>\n

      \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u306e\u30e2\u30c7\u30eb\u306f\u901a\u5e38\u3001\u3055\u3089\u306a\u308b\u6700\u9069\u5316\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001SageMaker \u306f\u30e6\u30fc\u30b6\u30fc\u306b\u3055\u307e\u3056\u307e\u306a\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n

        \n
      • \u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8abf\u6574<\/strong>SageMaker \u306f\u81ea\u52d5\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf \u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30d9\u30a4\u30ba\u6700\u9069\u5316\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u901a\u3058\u3066\u6700\u9069\u306a\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u81ea\u52d5\u7684\u306b\u9078\u629e\u3057\u3066\u3001\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/li>\n
      • SageMaker \u30c7\u30d0\u30c3\u30ac\u30fc<\/strong>: \u52fe\u914d\u7206\u767a\u3001\u30aa\u30fc\u30d0\u30fc\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306a\u3069\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4e2d\u306b\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u554f\u984c\u3092\u81ea\u52d5\u7684\u306b\u5206\u6790\u3067\u304d\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996\u30c4\u30fc\u30eb\u3067\u3059\u3002\u8a73\u7d30\u306a\u30c7\u30d0\u30c3\u30b0\u60c5\u5831\u3092\u63d0\u4f9b\u3067\u304d\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u306f\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u554f\u984c\u3092\u767a\u898b\u3057\u3066\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n

        4.\u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3068\u76e3\u8996<\/strong><\/h4>\n

        \u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304c\u5b8c\u4e86\u3059\u308b\u3068\u3001SageMaker \u306f\u30e6\u30fc\u30b6\u30fc\u306b\u4fbf\u5229\u306a\u30e2\u30c7\u30eb\u306e\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n

          \n
        • SageMaker \u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8<\/strong>SageMaker \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u306e\u30e2\u30c7\u30eb\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0 API \u3068\u3057\u3066\u30c7\u30d7\u30ed\u30a4\u3057\u3001\u7c21\u5358\u306a\u547c\u3073\u51fa\u3057\u3067\u4e88\u6e2c\u7d50\u679c\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002\u5c55\u958b\u6642\u306b\u81ea\u52d5\u62e1\u5f35\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u304a\u308a\u3001\u8981\u6c42\u91cf\u306b\u5fdc\u3058\u3066\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30ea\u30bd\u30fc\u30b9\u3092\u8abf\u6574\u3067\u304d\u307e\u3059\u3002<\/li>\n
        • SageMaker \u30e2\u30c7\u30eb\u30e2\u30cb\u30bf\u30fc<\/strong>: \u5b9f\u7a3c\u50cd\u74b0\u5883\u3067\u306e\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u76e3\u8996\u3057\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d5\u30c8\u3084\u30e2\u30c7\u30eb\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u4f4e\u4e0b\u306a\u3069\u306e\u554f\u984c\u3092\u691c\u51fa\u3057\u3001\u4f01\u696d\u304c\u30e2\u30c7\u30eb\u306e\u9577\u671f\u7684\u306a\u6709\u52b9\u6027\u3092\u7dad\u6301\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n
        • A\/B\u30c6\u30b9\u30c8<\/strong>SageMaker \u306f\u3001A\/B \u30c6\u30b9\u30c8\u3092\u901a\u3058\u3066\u8907\u6570\u306e\u30e2\u30c7\u30eb \u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u6bd4\u8f03\u3057\u3001\u672c\u756a\u74b0\u5883\u3078\u306e\u5c55\u958b\u306b\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n

          5.\u7d71\u5408\u3068\u81ea\u52d5\u5316<\/strong><\/h4>\n

          SageMaker \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u6a5f\u68b0\u5b66\u7fd2\u6a5f\u80fd\u3092\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u306b\u7d71\u5408\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306e\u8c4a\u5bcc\u306a\u7d71\u5408\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n

            \n
          • SageMaker \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/strong>: \u30c7\u30fc\u30bf\u51e6\u7406\u3001\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u691c\u8a3c\u3001\u5c55\u958b\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u6bb5\u968e\u3067\u30bf\u30b9\u30af\u3092\u4f5c\u6210\u3001\u81ea\u52d5\u5316\u3001\u7ba1\u7406\u3057\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u5168\u4f53\u306e\u81ea\u52d5\u5316\u30ec\u30d9\u30eb\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u5b8c\u5168\u306a\u6a5f\u68b0\u5b66\u7fd2\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u7ba1\u7406\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/li>\n
          • SageMaker\u63a8\u8ad6<\/strong>\u30e6\u30fc\u30b6\u30fc\u306f SageMaker \u3092\u4f7f\u7528\u3057\u3066\u3001\u30e2\u30c7\u30eb\u3092\u30a8\u30c3\u30b8 \u30c7\u30d0\u30a4\u30b9 (IoT \u30c7\u30d0\u30a4\u30b9\u306a\u3069) \u306b\u30c7\u30d7\u30ed\u30a4\u3057\u305f\u308a\u3001\u30d0\u30c3\u30c1\u63a8\u8ad6\u3092\u4f7f\u7528\u3057\u3066\u5927\u91cf\u306e\u30aa\u30d5\u30e9\u30a4\u30f3 \u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n

             <\/p>\n

            SageMaker\u306e\u5fdc\u7528\u30b7\u30ca\u30ea\u30aa<\/strong><\/h3>\n

            Amazon SageMaker \u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u3084\u5206\u91ce\u3067\u5e45\u5e83\u304f\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u3001\u4e00\u822c\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 \u30b7\u30ca\u30ea\u30aa\u3092\u3044\u304f\u3064\u304b\u793a\u3057\u307e\u3059\u3002<\/p>\n

              \n
            • \u91d1\u878d\u696d\u754c<\/strong>SageMaker \u306f\u3001\u91d1\u878d\u6a5f\u95a2\u304c\u4fe1\u7528\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3001\u30ea\u30b9\u30af\u8a55\u4fa1\u3001\u4e0d\u6b63\u691c\u51fa\u306a\u3069\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u306e\u52a9\u3051\u3092\u501f\u308a\u3066\u3001\u91d1\u878d\u4f1a\u793e\u306f\u5927\u91cf\u306e\u904e\u53bb\u306e\u53d6\u5f15\u30c7\u30fc\u30bf\u304b\u3089\u6f5c\u5728\u7684\u306a\u30ea\u30b9\u30af\u3068\u6a5f\u4f1a\u3092\u7279\u5b9a\u3067\u304d\u307e\u3059\u3002<\/li>\n
            • \u5065\u5eb7\u7ba1\u7406<\/strong>\u533b\u7642\u5206\u91ce\u3067\u306f\u3001SageMaker \u306f\u533b\u7528\u753b\u50cf\u3001\u533b\u7642\u8a18\u9332\u3001\u30b2\u30ce\u30e0\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u533b\u5e2b\u304c\u75c5\u6c17\u3092\u4e88\u6e2c\u3057\u3001\u65e9\u671f\u306b\u8a3a\u65ad\u3057\u3001\u500b\u5225\u5316\u3055\u308c\u305f\u6cbb\u7642\u3092\u884c\u3046\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n
            • \u5c0f\u58f2\u696d\u3068\u96fb\u5b50\u5546\u53d6\u5f15<\/strong>SageMaker \u306f\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u63a8\u5968\u30b7\u30b9\u30c6\u30e0\u3001\u88fd\u54c1\u9700\u8981\u306e\u4e88\u6e2c\u3001\u5728\u5eab\u7ba1\u7406\u306a\u3069\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u5c0f\u58f2\u696d\u8005\u306f\u8ca9\u58f2\u50be\u5411\u3092\u3088\u308a\u6b63\u78ba\u306b\u4e88\u6e2c\u3057\u3001\u5728\u5eab\u3092\u6700\u9069\u5316\u3067\u304d\u307e\u3059\u3002<\/li>\n
            • \u88fd\u9020\u696d<\/strong>\u88fd\u9020\u696d\u3067\u306f\u3001SageMaker \u306f\u8a2d\u5099\u306e\u6545\u969c\u4e88\u6e2c\u3001\u54c1\u8cea\u7ba1\u7406\u3001\u751f\u7523\u306e\u6700\u9069\u5316\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u306f\u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u306e\u524a\u6e1b\u3068\u751f\u7523\u6027\u306e\u5411\u4e0a\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n
            • \u81ea\u52d5\u904b\u8ee2<\/strong>\uff1aSageMaker\u306f\u81ea\u52d5\u904b\u8ee2\u8eca\u306e\u958b\u767a\u306b\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u901a\u3058\u3066\u753b\u50cf\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u81ea\u52d5\u904b\u8ee2\u30b7\u30b9\u30c6\u30e0\u306e\u8a8d\u8b58\u3001\u610f\u601d\u6c7a\u5b9a\u3001\u5236\u5fa1\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n

               <\/p>\n

              \"\"<\/p>\n

               <\/p>\n

              SageMaker\u306e\u9577\u6240\u3068\u77ed\u6240<\/strong><\/h3>\n

              \u30a2\u30c9\u30d0\u30f3\u30c6\u30fc\u30b8\uff1a<\/h4>\n
                \n
              • \u5305\u62ec\u7684\u306a\u6a5f\u80fd<\/strong>SageMaker \u306f\u3001\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u3001\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304b\u3089\u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3001\u76e3\u8996\u3001\u7ba1\u7406\u307e\u3067\u3001\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u3042\u3089\u3086\u308b\u5074\u9762\u3092\u30ab\u30d0\u30fc\u3057\u3001\u30ef\u30f3\u30b9\u30c8\u30c3\u30d7 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n
              • \u81ea\u52d5\u5316\u30b5\u30dd\u30fc\u30c8<\/strong>SageMaker Autopilot \u3084\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u8abf\u6574\u306a\u3069\u306e\u30c4\u30fc\u30eb\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u304c\u3055\u3089\u306b\u81ea\u52d5\u5316\u3055\u308c\u3001\u5c02\u9580\u5bb6\u3078\u306e\u4f9d\u5b58\u304c\u8efd\u6e1b\u3055\u308c\u307e\u3059\u3002<\/li>\n
              • \u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong>SageMaker \u306f\u5206\u6563\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u81ea\u52d5\u62e1\u5f35\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u8981\u4ef6\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/li>\n
              • AWS\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408<\/strong>SageMaker \u306f\u4ed6\u306e AWS \u30b5\u30fc\u30d3\u30b9 (S3\u3001EC2\u3001Lambda \u306a\u3069) \u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u306e\u7ba1\u7406\u3001\u30b5\u30fc\u30d3\u30b9\u547c\u3073\u51fa\u3057\u3092\u5bb9\u6613\u306b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n

                \u6b20\u70b9:<\/h4>\n
                  \n
                • \u30b3\u30b9\u30c8\u306e\u554f\u984c<\/strong>SageMaker \u306f\u591a\u304f\u306e\u5f37\u529b\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u304c\u3001\u6a5f\u68b0\u5b66\u7fd2\u306b\u5fc5\u8981\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30ea\u30bd\u30fc\u30b9\u3068\u30b9\u30c8\u30ec\u30fc\u30b8 \u30b3\u30b9\u30c8\u306f\u3001\u4e2d\u5c0f\u4f01\u696d\u3084\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u306b\u3068\u3063\u3066\u306f\u6bd4\u8f03\u7684\u9ad8\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n
                • \u5b66\u7fd2\u66f2\u7dda<\/strong>: \u521d\u5fc3\u8005\u306b\u3068\u3063\u3066\u3001SageMaker \u306f\u8c4a\u5bcc\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u3042\u308b\u7a0b\u5ea6\u306e\u5b66\u7fd2\u66f2\u7dda\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u306f\u6570\u591a\u304f\u3042\u308a\u307e\u3059\u304c\u3001\u305d\u308c\u3089\u3092\u7fd2\u5f97\u3057\u3066\u7406\u89e3\u3059\u308b\u306b\u306f\u3001\u4f9d\u7136\u3068\u3057\u3066\u6642\u9593\u3068\u7df4\u7fd2\u304c\u5fc5\u8981\u3067\u3059\u3002<\/li>\n<\/ul>\n

                   <\/p>\n

                  \u8981\u7d04\u3059\u308b<\/strong><\/h3>\n

                  Amazon SageMaker \u306f\u3001\u958b\u767a\u8005\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001\u4f01\u696d\u306e\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u3092\u7c21\u7d20\u5316\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5f37\u529b\u306a\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u6a5f\u68b0\u5b66\u7fd2\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u3092\u6700\u521d\u304b\u3089\u6700\u5f8c\u307e\u3067\u7ba1\u7406\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3060\u3051\u3067\u306a\u304f\u3001\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u3084\u4ed6\u306e AWS \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u3092\u901a\u3058\u3066\u52b9\u7387\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002\u521d\u5fc3\u8005\u3067\u3082\u7d4c\u9a13\u8c4a\u5bcc\u306a\u5c02\u9580\u5bb6\u3067\u3082\u3001SageMaker \u306f\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u958b\u767a\u3068\u5c55\u958b\u3092\u52a0\u901f\u3059\u308b\u305f\u3081\u306e\u9069\u5207\u306a\u30c4\u30fc\u30eb\u3068\u30ea\u30bd\u30fc\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u30ea\u30bd\u30fc\u30b9\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u30c1\u30fc\u30e0\u306e\u5834\u5408\u306f\u3001\u30b3\u30b9\u30c8\u304c\u8003\u616e\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

                  AWS \u306f SageMaker \u3092\u901a\u3058\u3066\u6a5f\u68b0\u5b66\u7fd2\u306e\u8907\u96d1\u3055\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u3001\u4f01\u696d\u304c\u30c7\u30fc\u30bf\u304b\u3089\u3088\u308a\u8fc5\u901f\u306b\u4fa1\u5024\u3092\u62bd\u51fa\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u5909\u9769\u3092\u63a8\u9032\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u305f\u3002<\/p>","protected":false},"excerpt":{"rendered":"

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