{"id":8803,"date":"2024-12-26T16:39:23","date_gmt":"2024-12-26T08:39:23","guid":{"rendered":"https:\/\/ai-stack.ai\/what-is-ai-infrastructure"},"modified":"2025-01-24T10:49:16","modified_gmt":"2025-01-24T02:49:16","slug":"what-is-ai-infrastructure","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/ja\/what-is-ai-infrastructure","title":{"rendered":"AI\u69cb\u7bc9\u306e\u57fa\u76e4\uff1aAI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89e3\u8aac"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u81ea\u52d5\u904b\u8ee2\u8eca\u304b\u3089\u6587\u7ae0\u3084\u753b\u50cf\u306e\u81ea\u52d5\u751f\u6210\u307e\u3067\u3001AI\u6280\u8853\u306f\u79c1\u305f\u3061\u306e\u751f\u6d3b\u306b\u6d78\u900f\u3057\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u3053\u308c\u3089\u306eAI\u6280\u8853\u3092\u652f\u3048\u308b\u306e\u304cAI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6d77\u5916\u30e1\u30c7\u30a3\u30a2\u300eWired\u300f\u306e\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u3067\u3001NVIDIA\u306eCEO\u30b8\u30a7\u30f3\u30fb\u30b9\u30f3\u30fb\u30d5\u30a2\u30f3\uff08Jensen Huang\uff09\u306f\u300cAI\u306f\u3059\u3067\u306b\u91cd\u8981\u306a\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3078\u3068\u9032\u5316\u3057\u3066\u3044\u308b\u300d\u3068\u5f37\u8abf\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u306e\u4e2d\u3067\u5f7c\u306f\u5c11\u306a\u304f\u3068\u308223\u56de\u300c\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u300d\u3068\u3044\u3046\u8a00\u8449\u3092\u53e3\u306b\u3057\u3001AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u304c\u73fe\u4ee3\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306b\u304a\u3051\u308b\u91cd\u8981\u6027\u3092\u5f37\u8abf\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30b9\u30dd\u30fc\u30c4\u30ab\u30fc\u306b\u4f8b\u3048\u308b\u306a\u3089\u3001AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306f\u305d\u306e\u30b9\u30dd\u30fc\u30c4\u30ab\u30fc\u304c\u8d70\u884c\u3059\u308b\u9ad8\u901f\u9053\u8def\u3084\u6574\u5099\u5de5\u5834\u306b\u76f8\u5f53\u3057\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u3064\u3044\u3066\u3001\u305d\u306e\u4e3b\u8981\u306a\u69cb\u6210\u8981\u7d20\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306f\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\uff08AI Infrastructure\uff09\u3001\u307e\u305f\u306f\u4eba\u5de5\u77e5\u80fd\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3001AI\u30b9\u30bf\u30c3\u30af\uff08AI Stack\uff09\u3068\u3082\u547c\u3070\u308c\u3001AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u904b\u7528\u3092\u652f\u3048\u308b\u57fa\u76e4\u3068\u306a\u308b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u74b0\u5883\u306e\u7dcf\u79f0\u3067\u3059\u3002<br>AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306f\u9ad8\u6027\u80fd\u8a08\u7b97\uff08HPC\uff09\u306e\u80fd\u529b\u3092\u5099\u3048\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001AI\u306e\u904b\u7528\u3084\u958b\u767a\u306b\u304a\u3044\u3066\u5fc5\u8981\u3068\u3055\u308c\u308b\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3001\u8907\u96d1\u306a\u8a08\u7b97\u3092\u5b9f\u884c\u3057\u3001\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3084\u63a8\u8ad6\u3092\u52b9\u7387\u7684\u304b\u3064\u52b9\u679c\u7684\u306b\u884c\u3046\u305f\u3081\u306e\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u4e3b\u8981\u69cb\u6210\u8981\u7d20<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u4e3b\u8981\u69cb\u6210\u8981\u7d20\u306f\u3001\u958b\u767a\u74b0\u5883\u306e\u69cb\u7bc9\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u305d\u3057\u3066\u7dad\u6301\u7ba1\u7406\u3092\u652f\u3048\u308b\u57fa\u76e4\u3067\u3059\u3002\u3053\u308c\u306b\u306f\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30ea\u30bd\u30fc\u30b9\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u3053\u308c\u3089\u304c\u5354\u8abf\u3057\u3066\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3001\u8907\u96d1\u306a\u8a08\u7b97\u3092\u5b9f\u884c\u3057\u3001AI\u30e2\u30c7\u30eb\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u3067\u306f\u3001AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u4e3b\u8981\u69cb\u6210\u8981\u7d20\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u307e\u3059\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong><strong>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306b\u3088\u308bAI\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u306e\u69cb\u7bc9<\/strong><\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u9ad8\u6027\u80fd\u8a08\u7b97\u30e6\u30cb\u30c3\u30c8<\/strong>: GPU\uff08\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u30d7\u30ed\u30bb\u30c3\u30b5\uff09\u3001TPU\uff08\u30c6\u30f3\u30bd\u30eb\u30d7\u30ed\u30bb\u30c3\u30b5\uff09\u306a\u3069\u306e\u5c02\u7528\u30c1\u30c3\u30d7\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u5f37\u529b\u306a\u8a08\u7b97\u80fd\u529b\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30b9\u30c8\u30ec\u30fc\u30b8\u30b7\u30b9\u30c6\u30e0<\/strong>: \u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u3092\u9ad8\u901f\u306b\u30a2\u30af\u30bb\u30b9\u304a\u3088\u3073\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u52b9\u7387\u7684\u306a\u30b9\u30c8\u30ec\u30fc\u30b8\u30c7\u30d0\u30a4\u30b9\u3002\u4f8b\u3048\u3070\u3001\u9ad8\u901f\u30b9\u30c8\u30ec\u30fc\u30b8\uff08NVMe SSD\uff09\u3084\u5206\u6563\u30b9\u30c8\u30ec\u30fc\u30b8\uff08Ceph\u3001HDFS\uff09\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3<\/strong>: \u9ad8\u5e2f\u57df\u5e45\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3084\u4f4e\u9045\u5ef6\u901a\u4fe1\u30d7\u30ed\u30c8\u30b3\u30eb\u306f\u3001\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6642\u306b\u30af\u30e9\u30b9\u30bf\u9593\u306e\u9ad8\u901f\u901a\u4fe1\u3092\u53ef\u80fd\u306b\u3057\u3001\u8a08\u7b97\u30ce\u30fc\u30c9\u9593\u306e\u9045\u5ef6\u3092\u524a\u6e1b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong><strong>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u30c4\u30fc\u30eb<\/strong><\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u6a5f\u68b0\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/strong>: \u6df1\u5c64\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff08TensorFlow\u3001PyTorch\uff09\u3001\u5206\u6563\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c4\u30fc\u30eb\uff08Horovod\uff09\u3001MLOps\u30c4\u30fc\u30eb\uff08Kubeflow\u3001MLflow\uff09\u306a\u3069\u304cAI\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u7ba1\u7406\u30c4\u30fc\u30eb<\/strong>: \u30c7\u30fc\u30bf\u7ba1\u7406\u3084\u30c7\u30fc\u30bf\u30e9\u30d9\u30ea\u30f3\u30b0\u3092\u884c\u3046\u305f\u3081\u306e\u30c4\u30fc\u30eb\uff08\u4f8b: Apache Spark\u3001Label Studio\uff09\u3002<\/li>\n\n\n\n<li><strong>\u30b3\u30f3\u30c6\u30ca\u5316\u3068\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3<\/strong>: Docker\u3084Kubernetes\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u306f\u3001AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c7\u30d7\u30ed\u30a4\u52b9\u7387\u3068\u67d4\u8edf\u6027\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2<\/strong>: \u4f8b\u3048\u3070\u3001AI-Stack\u306fGPU\u30ea\u30bd\u30fc\u30b9\u3092\u52b9\u7387\u7684\u306b\u7ba1\u7406\u3057\u3001\u5229\u7528\u7387\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><strong><strong>\u30c7\u30fc\u30bf\u7ba1\u7406<\/strong><\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/strong>: \u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3001\u51e6\u7406\u3001\u4fdd\u5b58\u3001\u914d\u5e03\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u30e9\u30d9\u30ea\u30f3\u30b0\u304a\u3088\u3073\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30c4\u30fc\u30eb<\/strong>: \u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3092\u78ba\u4fdd\u3057\u3001\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u4fdd\u8b77<\/strong>: \u500b\u4eba\u60c5\u5831\u3092\u542b\u3080\u5206\u91ce\u306b\u304a\u3044\u3066\u3001\u6cd5\u898f\u5236\u3092\u9075\u5b88\u3059\u308b\u3053\u3068\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li><strong><strong>\u30af\u30e9\u30a6\u30c9\u304a\u3088\u3073\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/strong><\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u30af\u30e9\u30a6\u30c9AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong>: AWS\u3001Azure\u3001Google Cloud\u306a\u3069\u306f\u3001\u4f01\u696d\u306b\u67d4\u8edf\u3067\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306aAI\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304a\u3088\u3073\u63a8\u8ad6\u74b0\u5883\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30e9\u30a6\u30c9\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/strong>: CloudFusion\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3068\u30af\u30e9\u30a6\u30c9\u30ea\u30bd\u30fc\u30b9\u3092\u7d71\u5408\u3057\u3001\u30b3\u30b9\u30c8\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<ol start=\"5\" class=\"wp-block-list\">\n<li><strong><strong>AI\u30e2\u30c7\u30eb\u306e\u7ba1\u7406\u3068\u6700\u9069\u5316<\/strong><\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>MLOps\uff08\u6a5f\u68b0\u5b66\u7fd2\u904b\u7528\uff09<\/strong>: \u30e2\u30c7\u30eb\u306e\u958b\u767a\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u76e3\u8996\u3001\u66f4\u65b0\u3092\u542b\u3080\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u5168\u4f53\u3092\u7ba1\u7406\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30e2\u30c7\u30eb\u5727\u7e2e\u304a\u3088\u3073\u52a0\u901f\u30c4\u30fc\u30eb<\/strong>: \u30ea\u30bd\u30fc\u30b9\u5236\u9650\u306e\u3042\u308b\u30c7\u30d0\u30a4\u30b9\u4e0a\u3067AI\u30e2\u30c7\u30eb\u3092\u52b9\u7387\u7684\u306b\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u5f93\u6765\u578bIT\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u9055\u3044<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u5f93\u6765\u578bIT\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306f\u3069\u3061\u3089\u3082IT\u5206\u91ce\u306b\u5c5e\u3057\u307e\u3059\u304c\u3001\u30b5\u30fc\u30d3\u30b9\u306e\u5bfe\u8c61\u3084\u76ee\u7684\u304c\u7570\u306a\u308b\u305f\u3081\u3001\u8a2d\u8a08\u7406\u5ff5\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u69cb\u6210\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u74b0\u5883\u306a\u3069\u306e\u9762\u3067\u9855\u8457\u306a\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u4e21\u8005\u306e\u9055\u3044\u3092\u8a73\u3057\u304f\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong><strong>\u30b3\u30a2\u76ee\u6a19\u3068\u5fdc\u7528\u5834\u9762<\/strong><\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3<\/strong>\uff1aAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\uff08\u6a5f\u68b0\u5b66\u7fd2\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306a\u3069\uff09\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001\u30c7\u30fc\u30bf\u96c6\u7d04\u578b\u304a\u3088\u3073\u8a08\u7b97\u96c6\u7d04\u578b\u306e\u30bf\u30b9\u30af\uff08\u30e2\u30c7\u30eb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u63a8\u8ad6\u306a\u3069\uff09\u3092\u51e6\u7406\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u6027\u80fd\u3001\u62e1\u5f35\u6027\u3001\u67d4\u8edf\u6027\u306b\u5bfe\u3059\u308b\u8981\u6c42\u304c\u9ad8\u3044\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5f93\u6765\u578bIT\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3<\/strong>\uff1a\u4f01\u696d\u306e\u65e5\u5e38\u696d\u52d9\uff08\u96fb\u5b50\u30e1\u30fc\u30eb\u3001\u30d5\u30a1\u30a4\u30eb\u5171\u6709\u306a\u3069\uff09\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001\u4e8b\u52d9\u51e6\u7406\u7684\u306a\u4f5c\u696d\u3092\u51e6\u7406\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u5b89\u5b9a\u6027\u3001\u4fe1\u983c\u6027\u3001\u5b89\u5168\u6027\u3092\u3088\u308a\u91cd\u8996\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><strong>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u69cb\u6210<\/strong><\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3<\/strong>\uff1aCPU\u306b\u52a0\u3048\u3066\u3001GPU\u3001TPU\u3001FPGA\uff08\u30d5\u30a3\u30fc\u30eb\u30c9\u30d7\u30ed\u30b0\u30e9\u30de\u30d6\u30eb\u30b2\u30fc\u30c8\u30a2\u30ec\u30a4\uff09\u306a\u3069\u306e\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u304c\u591a\u7528\u3055\u308c\u3001AI\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u63a8\u8ad6\u306b\u5fc5\u8981\u306a\u5927\u91cf\u306e\u4e26\u5217\u8a08\u7b97\u3092\u51e6\u7406\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u306f\u3001\u7279\u5b9a\u306e\u8a08\u7b97\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066CPU\u3092\u5927\u304d\u304f\u4e0a\u56de\u308b\u6027\u80fd\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5f93\u6765\u578bIT\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3<\/strong>\uff1a\u4e3b\u306bCPU\u306b\u3088\u308b\u8a08\u7b97\u306b\u4f9d\u5b58\u3057\u3001\u30b5\u30fc\u30d0\u30fc\u69cb\u6210\u306f\u6a19\u6e96\u5316\u3055\u308c\u3001\u6c4e\u7528\u6027\u3068\u30b3\u30b9\u30c8\u52b9\u7387\u304c\u91cd\u8996\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><strong>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u74b0\u5883<\/strong><\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\uff1a<\/strong>\u5f93\u6765\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b\u52a0\u3048\u3001\u6a5f\u68b0\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff08\u4f8b: TensorFlow\u3001PyTorch\uff09\u3001\u30b3\u30f3\u30c6\u30ca\u6280\u8853\uff08\u4f8b: Docker\u3001Kubernetes\uff09\u3001\u30e2\u30c7\u30eb\u7ba1\u7406\u30c4\u30fc\u30eb\u306a\u3069\u3001AI\u306e\u958b\u767a\u3084\u30c7\u30d7\u30ed\u30a4\u306b\u7279\u5316\u3057\u305f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u304c\u5fc5\u8981\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5f93\u6765\u578bIT\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\uff1a<\/strong>\u4e3b\u306b\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d0\u30fc\u306a\u3069\u306e\u6c4e\u7528\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u51e6\u7406<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\uff1a<\/strong>\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3001\u534a\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3001\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\uff08\u4f8b: \u753b\u50cf\u3001\u52d5\u753b\u3001\u30c6\u30ad\u30b9\u30c8\u3001\u97f3\u58f0\uff09\u306e\u5927\u91cf\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u91cf\u304c\u975e\u5e38\u306b\u591a\u304f\u3001\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7\u3082\u591a\u69d8\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5f93\u6765\u578bIT\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\uff1a<\/strong>\u4e3b\u306b\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u91cf\u306f\u6bd4\u8f03\u7684\u5c11\u306a\u304f\u3001\u30c7\u30fc\u30bf\u69cb\u9020\u3082\u56fa\u5b9a\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><strong>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8981\u4ef6<\/strong><\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\uff1a<\/strong>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5e2f\u57df\u5e45\u3068\u9045\u5ef6\u306b\u975e\u5e38\u306b\u9ad8\u3044\u8981\u6c42\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u5206\u6563\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3084\u30e2\u30c7\u30eb\u30c7\u30d7\u30ed\u30a4\u306e\u5834\u9762\u3067\u306f\u3001\u9ad8\u901f\u304b\u3064\u4f4e\u9045\u5ef6\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u63a5\u7d9a\u304c\u5fc5\u8981\u3067\u3001\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u8ee2\u9001\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5f93\u6765\u578bIT\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\uff1a<\/strong>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5e2f\u57df\u5e45\u3068\u9045\u5ef6\u306e\u8981\u4ef6\u306f\u6bd4\u8f03\u7684\u4f4e\u3044\u3067\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><strong>\u62e1\u5f35\u6027\u3068\u67d4\u8edf\u6027<\/strong><\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\uff1a<\/strong>\u5897\u52a0\u3059\u308b\u30c7\u30fc\u30bf\u91cf\u3068\u8a08\u7b97\u9700\u8981\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u3001\u9ad8\u3044\u62e1\u5f35\u6027\u3068\u67d4\u8edf\u6027\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3084\u30b3\u30f3\u30c6\u30ca\u6280\u8853\u304c\u5e83\u304f\u6d3b\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u30ea\u30bd\u30fc\u30b9\u3092\u67d4\u8edf\u306b\u62e1\u5f35\u307e\u305f\u306f\u7e2e\u5c0f\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5f93\u6765\u578bIT\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\uff1a<\/strong>\u62e1\u5f35\u6027\u306f\u6bd4\u8f03\u7684\u9650\u5b9a\u7684\u3067\u3001\u901a\u5e38\u306f\u4e8b\u524d\u306b\u8a08\u753b\u3092\u7acb\u3066\u3066\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u8abf\u9054\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><strong>\u7ba1\u7406\u3068\u4fdd\u5b88<\/strong><\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\uff1a<\/strong>\u7ba1\u7406\u3068\u4fdd\u5b88\u306f\u3088\u308a\u8907\u96d1\u3067\u3001AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3084\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306a\u3069\u306e\u5c02\u9580\u5bb6\u306b\u3088\u308b\u64cd\u4f5c\u3068\u7dad\u6301\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5f93\u6765\u578bIT\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\uff1a<\/strong>\u7ba1\u7406\u3068\u4fdd\u5b88\u306f\u6bd4\u8f03\u7684\u6210\u719f\u3057\u3066\u304a\u308a\u3001\u5145\u5b9f\u3057\u305f\u30c4\u30fc\u30eb\u3084\u30d7\u30ed\u30bb\u30b9\u304c\u6574\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-table is-style-stripes 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