{"id":4221,"date":"2025-12-11T16:58:38","date_gmt":"2025-12-11T08:58:38","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=4221"},"modified":"2025-12-11T16:58:38","modified_gmt":"2025-12-11T08:58:38","slug":"a-comprehensive-analysis-of-aws-ml-the-core-driving-force-for-building-an-intelligent-future-for-enterprises","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ja\/\u4f01\u696d\u306e\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u672a\u6765\u3092\u7bc9\u304f\u305f\u3081\u306e\u4e2d\u6838\/","title":{"rendered":"AWS ML \u5b8c\u5168\u5206\u6790: \u4f01\u696d\u306e\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u672a\u6765\u3092\u7bc9\u304f\u305f\u3081\u306e\u4e2d\u6838\u7684\u306a\u539f\u52d5\u529b"},"content":{"rendered":"<p>\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u304c\u30d3\u30b8\u30cd\u30b9\u74b0\u5883\u3092\u6025\u901f\u306b\u5909\u9769\u3057\u3066\u3044\u308b\u4eca\u65e5\u306e\u4e16\u754c\u306b\u304a\u3044\u3066\u3001\u4f01\u696d\u306f\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u3092\u6d3b\u7528\u3057\u3066\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u52a0\u901f\u3057\u3001\u696d\u52d9\u3092\u6700\u9069\u5316\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u80fd\u529b\u3092\u5f37\u5316\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001ML\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u3001\u30c7\u30fc\u30bf\u6e96\u5099\u3001\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306a\u3069\u3001\u8907\u6570\u306e\u6bb5\u968e\u3092\u4f34\u3046\u3053\u3068\u304c\u591a\u304f\u3001\u6280\u8853\u7684\u306a\u969c\u58c1\u3084\u904b\u7528\u30b3\u30b9\u30c8\u304c\u591a\u304f\u306e\u4f01\u696d\u306b\u3068\u3063\u3066\u5c0e\u5165\u3092\u305f\u3081\u3089\u308f\u305b\u308b\u8981\u56e0\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Amazon Web Services (AWS) \u306f\u3001\u4e16\u754c\u3092\u30ea\u30fc\u30c9\u3059\u308b\u30af\u30e9\u30a6\u30c9 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3057\u3066\u3001\u5305\u62ec\u7684\u306a\u30b5\u30fc\u30d3\u30b9 \u30b9\u30a4\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 <strong>\u6a5f\u68b0\u5b66\u7fd2\uff08AWS ML\uff09\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0<\/strong>\u30c7\u30fc\u30bf\u53ce\u96c6\u304b\u3089\u30e2\u30c7\u30eb\u306e\u5b9f\u88c5\u307e\u3067\u306e\u5168\u30d7\u30ed\u30bb\u30b9\u3092\u30ab\u30d0\u30fc\u3057\u3001\u4f01\u696d\u304c AI \u4e3b\u5c0e\u306e\u672a\u6765\u306b\u3001\u3088\u308a\u8fc5\u901f\u304b\u3064\u4f4e\u30b3\u30b9\u30c8\u3067\u53c2\u5165\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001AWS Machine Learning \u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001\u30b3\u30a2\u30b5\u30fc\u30d3\u30b9\u3001\u4e00\u822c\u7684\u306a\u30b7\u30ca\u30ea\u30aa\u3001\u4f01\u696d\u4fa1\u5024\u3092\u5305\u62ec\u7684\u306b\u5206\u6790\u3057\u3001AWS \u30ea\u30bb\u30e9\u30fc\u306e\u89b3\u70b9\u304b\u3089\u5b9f\u8df5\u7684\u306a\u30a2\u30c9\u30d0\u30a4\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>AWS ML \u3068\u306f\u4f55\u3067\u3059\u304b?<\/strong><\/h4>\n<p><strong>AWS ML\uff08AWS \u6a5f\u68b0\u5b66\u7fd2\uff09<\/strong> \u3053\u308c\u306f\u3001AWS \u304c\u63d0\u4f9b\u3059\u308b\u3059\u3079\u3066\u306e\u6a5f\u68b0\u5b66\u7fd2\u30b5\u30fc\u30d3\u30b9\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3092\u6307\u3057\u3001\u4ee5\u4e0b\u3092\u30ab\u30d0\u30fc\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u306e AI \u30b5\u30fc\u30d3\u30b9 (\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306f\u4e0d\u8981\u3001API \u3092\u4f7f\u7528\u3059\u308b\u3060\u3051)<\/strong><\/li>\n<li><strong>SageMaker \u306f\u3001\u72ec\u81ea\u306e\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u5b8c\u5168\u306b\u7ba1\u7406\u3055\u308c\u305f\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<\/strong><\/li>\n<li><strong>\u9ad8\u6027\u80fd ML \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3 (GPU\/\u5206\u6563\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0)<\/strong><\/li>\n<\/ul>\n<p>\u4f01\u696d\u306b\u6a5f\u68b0\u5b66\u7fd2\u30c1\u30fc\u30e0\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u306b\u95a2\u4fc2\u306a\u304f\u3001AWS \u4e0a\u3067\u30cb\u30fc\u30ba\u306b\u5408\u3063\u305f\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>AWS ML\u306e3\u3064\u306e\u30b3\u30a2\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8<\/strong><\/h4>\n<h5><strong>1. AI\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9 \u2013 AI\u3078\u306e\u969c\u58c1\u30bc\u30ed\u306e\u30a2\u30af\u30bb\u30b9<\/strong><\/h5>\n<p>\u3053\u308c\u3089\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306f\u5fc5\u8981\u306a\u304f\u3001\u30e6\u30fc\u30b6\u30fc\u306f API \u3092\u547c\u3073\u51fa\u3059\u3060\u3051\u3067 AI \u6a5f\u80fd\u3092\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30d3\u30b8\u30cd\u30b9\u90e8\u9580\u304c AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u8fc5\u901f\u306b\u5c0e\u5165\u3059\u308b\u306e\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\uff1a<\/p>\n<ul>\n<li><strong>\u30a2\u30de\u30be\u30f3\u306e\u5ca9\u76e4<\/strong>\u8907\u6570\u306e\u30c8\u30c3\u30d7\u30ec\u30d9\u30eb\u306e\u5927\u898f\u6a21\u30e2\u30c7\u30eb (LLM) \u88fd\u54c1\u306b\u5bfe\u5fdc\u3059\u308b\u30ef\u30f3\u30b9\u30c8\u30c3\u30d7 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002<\/li>\n<li><strong>Amazon \u8a8d\u8b58<\/strong>\u753b\u50cf\u8a8d\u8b58\u3068\u30d3\u30c7\u30aa\u5206\u6790<\/li>\n<li><strong>Amazon Comprehend<\/strong>\u30c6\u30ad\u30b9\u30c8\u5206\u6790\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u8a8d\u8b58<\/li>\n<li><strong>Amazon Transcribe \/ Polly<\/strong>\u97f3\u58f0\u30c6\u30ad\u30b9\u30c8\u5909\u63db \/ \u30c6\u30ad\u30b9\u30c8\u8aad\u307f\u4e0a\u3052<\/li>\n<li><strong>Amazon\u7ffb\u8a33<\/strong>\u6a5f\u68b0\u7ffb\u8a33<\/li>\n<li><strong>Amazon \u30c6\u30ad\u30b9\u30c8\u30e9\u30af\u30c8<\/strong>\u6587\u66f8\u8a8d\u8b58\uff08OCR\uff09<\/li>\n<\/ul>\n<p><strong>\u5bfe\u8c61:<\/strong><\/p>\n<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u306f\u3001\u30ea\u30b9\u30af\u7ba1\u7406\u3001\u9867\u5ba2\u30b5\u30fc\u30d3\u30b9 \u30ed\u30dc\u30c3\u30c8\u3001\u30b3\u30f3\u30c6\u30f3\u30c4 \u30e2\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u30c6\u30ad\u30b9\u30c8 \u30de\u30a4\u30cb\u30f3\u30b0\u3001\u5951\u7d04\u8a8d\u8b58\u3001\u30d3\u30c7\u30aa\u76e3\u8996\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u5236\u4f5c\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h5><strong>2. Amazon SageMaker \u2013 \u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong><\/h5>\n<p>\u4f01\u696d\u304c\u72ec\u81ea\u306e ML \u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u3001SageMaker \u306f\u6b21\u306e\u3088\u3046\u306a\u30ef\u30f3\u30b9\u30c8\u30c3\u30d7\u958b\u767a\u74b0\u5883\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30c7\u30fc\u30bf\u6e96\u5099\uff08\u51e6\u7406\u3001\u30c7\u30fc\u30bf\u30e9\u30f3\u30b0\u30e9\u30fc\uff09<\/li>\n<li>\u30e2\u30c7\u30eb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n<li>\u81ea\u52d5\u30e2\u30c7\u30eb\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/li>\n<li>\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\uff08\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u63a8\u8ad6\uff09<\/li>\n<li>\u30d0\u30c3\u30c1\u5909\u63db<\/li>\n<li>\u30e2\u30c7\u30eb\u76e3\u8996<\/li>\n<li>MLOps \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3 (CI\/CD \u30d9\u30fc\u30b9\u306e\u6a5f\u68b0\u5b66\u7fd2)<\/li>\n<\/ul>\n<p>SageMaker \u306f ML \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u958b\u767a\u3001\u5c55\u958b\u3001\u4fdd\u5b88\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3059\u308b\u305f\u3081\u3001\u4f01\u696d\u304c AI \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u306e\u306b\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<h5><strong>3. ML\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3 \u2013 \u9ad8\u6027\u80fd\u5206\u6563\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/strong><\/h5>\n<p>AWS \u306f\u6a5f\u68b0\u5b66\u7fd2\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u57fa\u76e4\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>GPU\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\uff08p5\u3001p4\u3001g5\u3001g6\uff09<\/strong>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\/\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<li>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30b3\u30f3\u30c6\u30ca\u3068AMI<\/li>\n<li>Elastic Kubernetes (EKS) \u5927\u898f\u6a21\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n<li>EC2 + FSx + EFA \u306e\u5206\u6563\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/li>\n<\/ul>\n<p>\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u63a8\u8ad6\u306e\u9ad8\u901f\u5316\u3001\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8 \u30e2\u30c7\u30eb\u306e\u5c55\u958b\u306a\u3069\u306e\u9ad8\u5ea6\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002<\/p>\n<h4><\/h4>\n<h4><strong>\u4f01\u696d\u306b AWS ML \u304c\u5fc5\u8981\u306a\u7406\u7531\u306f\u4f55\u3067\u3059\u304b?<\/strong><\/h4>\n<h5><strong>1. AI\u5c0e\u5165\u306e\u96e3\u6613\u5ea6\u3092\u8efd\u6e1b<\/strong><\/h5>\n<p>\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3084\u904b\u7528\u30fb\u4fdd\u5b88\u306e\u7d4c\u9a13\u3092\u4f55\u5e74\u3082\u7a4d\u307f\u91cd\u306d\u308b\u5fc5\u8981\u304c\u306a\u304f\u3001\u4f01\u696d\u304c AI \u6642\u4ee3\u306b\u8fc5\u901f\u306b\u53c2\u5165\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<h5><strong>2. \u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3057\u3001\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b<\/strong><\/h5>\n<p>\u30de\u30cd\u30fc\u30b8\u30c9\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e GPU \u4f7f\u7528\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u63a8\u8ad6\u306b\u3088\u308a\u3001\u5b9f\u9a13\u3068\u751f\u7523\u30b3\u30b9\u30c8\u3092\u3088\u308a\u5236\u5fa1\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h5><strong>3. \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30ec\u30d9\u30eb\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/strong><\/h5>\n<p>\u3059\u3079\u3066\u306e\u64cd\u4f5c\u306f AWS \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u5185\u3067\u5b9f\u884c\u3055\u308c\u3001\u4ee5\u4e0b\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>IAM \u30a2\u30a4\u30c7\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u30a2\u30af\u30bb\u30b9\u5236\u5fa1<\/li>\n<li>VPC \u5206\u96e2<\/li>\n<li>\u30c7\u30fc\u30bf\u6697\u53f7\u5316\uff08KMS\uff09<\/li>\n<li>\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u8a8d\u8a3c\uff08\u91d1\u878d\/\u533b\u7642\/\u653f\u5e9c\u306b\u9069\u7528\uff09<\/li>\n<\/ul>\n<h5><strong>4. \u9ad8\u3044\u62e1\u5f35\u6027<\/strong><\/h5>\n<p>\u5c0f\u898f\u6a21\u306a\u5b9f\u9a13\u304b\u3089\u5927\u898f\u6a21\u306a\u5206\u6563\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u307e\u3067\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u62e1\u5f35\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>\u4f01\u696d\u306b\u304a\u3051\u308bAWS ML\u306e\u5178\u578b\u7684\u306a\u9069\u7528\u30b7\u30ca\u30ea\u30aa<\/strong><\/h4>\n<h5><strong>1. \u5927\u898f\u6a21\u30e2\u30c7\u30eb\/\u751f\u6210AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/strong><\/h5>\n<ul>\n<li>\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u9867\u5ba2\u30b5\u30fc\u30d3\u30b9<\/li>\n<li>\u30b3\u30d4\u30fc\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u4e16\u4ee3<\/li>\n<li>\u753b\u50cf\u751f\u6210<\/li>\n<li>AI\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/li>\n<li>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u6982\u8981<\/li>\n<\/ul>\n<p>Bedrock \u306f\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30b0\u30ec\u30fc\u30c9\u306e GenAI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u8fc5\u901f\u306b\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u8907\u6570\u306e\u30e2\u30c7\u30eb (Claude\u3001Llama\u3001Titan \u306a\u3069) \u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<h5><strong>2. \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30ea\u30b9\u30af\u7ba1\u7406\u3068\u4e0d\u6b63\u884c\u70ba\u9632\u6b62<\/strong><\/h5>\n<p>Comprehend\u3001SageMaker\u3001Rekognition \u3092\u4f7f\u7528\u3057\u3066\u69cb\u7bc9\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>\u4fe1\u7528\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u30e2\u30c7\u30eb<\/li>\n<li>\u4e0d\u6b63\u53d6\u5f15\u76e3\u8996<\/li>\n<li>\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u5206\u6790<\/li>\n<\/ul>\n<h5><strong>3. \u4e88\u6e2c\u5206\u6790<\/strong><\/h5>\n<p>\u6642\u7cfb\u5217\u4e88\u6e2c\u3068SageMaker\u4e88\u6e2c\u3092\u7d44\u307f\u5408\u308f\u305b\u308b:<\/p>\n<ul>\n<li>\u58f2\u4e0a\u4e88\u6e2c<\/li>\n<li>\u9700\u8981\u3068\u4f9b\u7d66\u306e\u4e88\u6e2c<\/li>\n<li>\u904b\u7528\u30fb\u4fdd\u5b88\u30a2\u30e9\u30fc\u30e0\u4e88\u6e2c<\/li>\n<\/ul>\n<h5><strong>4. \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u753b\u50cf\u3068\u30d3\u30c7\u30aa\u306e\u8a8d\u8b58<\/strong><\/h5>\n<p>\u9069\u5207\u306a\uff1a<\/p>\n<ul>\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u76e3\u8996<\/li>\n<li>\u88fd\u9020\u54c1\u8cea\u691c\u67fb<\/li>\n<li>\u5c0f\u58f2\u5e97\u306e\u68da\u8b58\u5225<\/li>\n<li>\u533b\u7642\u753b\u50cf\u652f\u63f4\u5206\u6790<\/li>\n<\/ul>\n<h5><strong>5. \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u51e6\u7406<\/strong><\/h5>\n<p>Textract + Comprehend \u3092\u4f7f\u7528\u3057\u3066\u3001\u8868\u3001\u5951\u7d04\u66f8\u3001\u8acb\u6c42\u66f8\u306a\u3069\u304b\u3089\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u62bd\u51fa\u3057\u3001\u624b\u52d5\u306b\u3088\u308b\u30ec\u30d3\u30e5\u30fc\u306e\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3057\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>\u30af\u30e9\u30a6\u30c9\u4e0a<\/h4>\n<p>AWS \u8a8d\u5b9a\u30ea\u30bb\u30e9\u30fc\u3068\u3057\u3066\u3001\u5f53\u793e\u306f\u4ee5\u4e0b\u306e\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30ec\u30d9\u30eb\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/p>\n<h5><strong>1. AI\u30b7\u30ca\u30ea\u30aa\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u3068\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0<\/strong><\/h5>\n<p>\u4f01\u696d\u304c AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4fa1\u5024\u3092\u8a55\u4fa1\u3057\u3001\u6280\u8853\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u6c7a\u5b9a\u3067\u304d\u308b\u3088\u3046\u652f\u63f4\u3057\u307e\u3059\u3002<\/p>\n<h5><strong>2. AWS ML\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08<\/strong><\/h5>\n<p>\u542b\u3080\uff1a<\/p>\n<ul>\n<li>\u57fa\u76e4\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/li>\n<li>SageMaker \u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u63a8\u8ad6\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/li>\n<li>GPU\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30af\u30e9\u30b9\u30bf\u30fc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<li>\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b7\u30b9\u30c6\u30e0<\/li>\n<\/ul>\n<h5><strong>3. \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30ec\u30d9\u30eb\u306eAI\u30df\u30c9\u30eb\u30a6\u30a7\u30a2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u69cb\u7bc9\u3059\u308b<\/strong><\/h5>\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u518d\u5229\u7528\u53ef\u80fd\u306a AI \u958b\u767a\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u5c55\u958b\u6a5f\u80fd\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h5><strong>4. \u79fb\u884c\u3068\u5b9f\u88c5<\/strong><\/h5>\n<p>PoC\uff08\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u691c\u8a3c\uff09\u304b\u3089\u5927\u898f\u6a21\u5c55\u958b\u307e\u3067\u3001\u30d5\u30eb\u30d7\u30ed\u30bb\u30b9\u306e\u6280\u8853\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<h5><strong>5. \u30b3\u30b9\u30c8\u6700\u9069\u5316<\/strong><\/h5>\n<p>\u30b9\u30dd\u30c3\u30c8 GPU\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u63a8\u8ad6\u3001\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304a\u3088\u3073\u63a8\u8ad6\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3092\u652f\u63f4\u3057\u307e\u3059\u3002<\/p>\n<h5><strong>6. 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