{"id":9532,"date":"2026-09-29T18:40:31","date_gmt":"2026-09-29T09:40:31","guid":{"rendered":"https:\/\/sun-asterisk.com\/service\/development\/?p=9532"},"modified":"2026-10-01T17:26:01","modified_gmt":"2026-10-01T08:26:01","slug":"mlops%e3%81%a8%e3%81%af%ef%bc%9f%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%a7%e6%b4%bb%e7%94%a8%e3%81%99%e3%82%8b%e3%83%a1%e3%83%aa%e3%83%83%e3%83%88%e3%83%bb%e6%b3%a8%e6%84%8f%e7%82%b9%e3%82%84","status":"publish","type":"post","link":"https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/9532\/","title":{"rendered":"MLOps\u3068\u306f\uff1f\u6a5f\u68b0\u5b66\u7fd2\u3067\u6d3b\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30fb\u6ce8\u610f\u70b9\u3084\u5c0e\u5165\u306e\u6d41\u308c\u3092\u89e3\u8aac"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-9608\" src=\"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/d2df30b535afab4d70d457da84b6d14f.png\" alt=\"\" width=\"1200\" height=\"630\" srcset=\"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/d2df30b535afab4d70d457da84b6d14f.png 1200w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/d2df30b535afab4d70d457da84b6d14f-300x158.png 300w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/d2df30b535afab4d70d457da84b6d14f-1024x538.png 1024w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/d2df30b535afab4d70d457da84b6d14f-768x403.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/>\u3053\u3093\u306b\u3061\u306f\u3002Sun Asterisk <a href=\"https:\/\/sun-asterisk.com\/service\/development\/lp\/ai-dev\/\">AI\u958b\u767a<\/a>\u30c1\u30fc\u30e0\u3067\u3059\u3002<\/p>\n<p>AI\u3092\u6d3b\u7528\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u3084\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u304c\u5897\u3048\u308b\u306a\u304b\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u5b89\u5b9a\u3057\u3066\u904b\u7528\u3059\u308b\u305f\u3081\u306e\u300cMLOps\u300d\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001MLOps\u306e\u6982\u8981\u3084DevOps\u30fbAIOps\u3068\u306e\u9055\u3044\u3001\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3084\u6ce8\u610f\u70b9\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002MLOps\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u4f01\u696d\u62c5\u5f53\u8005\u306f\u3001\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"sun-summary-box\">\n<div class=\"sun-summary-title\">&#x2714;\u3053\u306e\u8a18\u4e8b\u3067\u5206\u304b\u308b\u3053\u3068\uff0f\u89e3\u6c7a\u3067\u304d\u308b\u3053\u3068<\/div>\n<div class=\"sun-summary-content\">\n<ul>\n<li>MLOps\u306e\u57fa\u672c\u7684\u306a\u6982\u5ff5\u3068\u7279\u5fb4<\/li>\n<li>DevOps\u3084AIOps\u3001DataOps\u3068\u306e\u76ee\u7684\u30fb\u5bfe\u8c61\u306e\u9055\u3044<\/li>\n<li>AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u304a\u3044\u3066MLOps\u304c\u5fc5\u8981\u3068\u3055\u308c\u308b\u80cc\u666f<\/li>\n<li>\u958b\u767a\u306e\u77ed\u671f\u5316\u3084\u904b\u7528\u30b3\u30b9\u30c8\u524a\u6e1b\u306a\u3069\u3001MLOps\u5c0e\u5165\u306e\u30e1\u30ea\u30c3\u30c8<\/li>\n<li>\u5c0e\u5165\u6642\u306e\u6ce8\u610f\u70b9\u3068\u3001\u5c0f\u898f\u6a21\u304b\u3089\u59cb\u3081\u308b\u30b9\u30e0\u30fc\u30ba\u306a\u5c0e\u5165\u306e\u6d41\u308c<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"sun-cta-banner\">\n<div class=\"sun-cta-text\" style=\"text-align: center;\">AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u5c0e\u5165\u30fb\u904b\u7528\u3067\u304a\u60a9\u307f\u306e\u65b9\u3078<br \/>\n\uff3c\u6210\u529f\u306b\u5c0e\u304f\u6b21\u4e16\u4ee3\u306e\u958b\u767a\u30a2\u30d7\u30ed\u30fc\u30c1\uff0f<\/div>\n<p style=\"text-align: center;\"><a class=\"sun-cta-btn\" href=\"https:\/\/app.sun-asterisk.com\/sun-ai-ready-sdlc\/\">\u6b21\u4e16\u4ee3\u958b\u767a\u30a2\u30d7\u30ed\u30fc\u30c1 Sun*SDLC &gt;<\/a><\/p>\n<\/div>\n<h2>MLOps\u3068\u306f\uff1f<\/h2>\n<p>MLOps\uff08Machine Learning Operations\uff09\u3068\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u958b\u767a\u304b\u3089\u30c7\u30d7\u30ed\u30a4\u30fb\u904b\u7528\u30fb\u76e3\u8996\u30fb\u518d\u5b66\u7fd2\u307e\u3067\u3092\u4e00\u5143\u7684\u306b\u7ba1\u7406\u30fb\u81ea\u52d5\u5316\u3059\u308b\u624b\u6cd5\u3084\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n<p>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306eDevOps\u306e\u8003\u3048\u65b9\u3092\u6a5f\u68b0\u5b66\u7fd2\u306b\u5fdc\u7528\u3057\u305f\u3082\u306e\u3067\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u30fb\u958b\u767a\u8005\u30fb\u904b\u7528\u62c5\u5f53\u8005\u3089\u304c\u9023\u643a\u3057\u306a\u304c\u3089AI\u30b7\u30b9\u30c6\u30e0\u3092\u7d99\u7d9a\u7684\u306b\u6539\u5584\u3067\u304d\u308b\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n<p>\u30e2\u30c7\u30eb\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u30fb\u54c1\u8cea\u7ba1\u7406\u30fb\u81ea\u52d5\u30c6\u30b9\u30c8\u30fb\u7d99\u7d9a\u7684\u306a\u518d\u5b66\u7fd2\u306a\u3069\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u672c\u756a\u74b0\u5883\u3067\u3082\u9ad8\u54c1\u8cea\u306aAI\u3092\u5b89\u5b9a\u3057\u3066\u904b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<div class=\"sun-cta-banner\">\n<div class=\"sun-cta-text\">\u9ad8\u54c1\u8cea\u306aAI\u3092\u5b89\u5b9a\u3057\u3066\u904b\u7528\u3057\u305f\u3044\u62c5\u5f53\u8005\u5fc5\u898b<br \/>\n\uff3c\u30c8\u30c3\u30d7\u30af\u30e9\u30b9\u306eAI\u6280\u8853\u3068\u5c0e\u5165\u5b9f\u7e3e\u304c\u308f\u304b\u308b\uff0f<\/div>\n<p><a class=\"sun-cta-btn\" href=\"https:\/\/lp.sun-asterisk.com\/dl-ai-team\">Sun Asterisk\u3067\u306f\u3001R&amp;D AI\u30c1\u30fc\u30e0\u304c\u5e45\u5e83\u3044\u9818\u57df\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002\u305c\u3072Team Profiles\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 &gt;<\/a><\/p>\n<\/div>\n<h2>DevOps\u3084AIOps\u30fbDataOps\u3068\u306e\u9055\u3044<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-9536 size-full\" src=\"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/ecafe5d7941c5e168995a55b06076903.png\" alt=\"DevOps\u3084AIOps\u30fbDataOps\u3068\u306e\u9055\u3044\" width=\"2000\" height=\"960\" srcset=\"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/ecafe5d7941c5e168995a55b06076903.png 2000w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/ecafe5d7941c5e168995a55b06076903-300x144.png 300w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/ecafe5d7941c5e168995a55b06076903-1024x492.png 1024w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/ecafe5d7941c5e168995a55b06076903-768x369.png 768w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/ecafe5d7941c5e168995a55b06076903-1536x737.png 1536w\" sizes=\"auto, (max-width: 2000px) 100vw, 2000px\" \/><\/p>\n<p>MLOps\u3068\u4f3c\u305f\u6982\u5ff5\u306f\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u304c\u3001\u305d\u308c\u305e\u308c\u5bfe\u8c61\u3084\u76ee\u7684\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u9055\u3044\u3092\u7406\u89e3\u3057\u3001\u81ea\u793e\u306b\u9069\u3057\u305f\u904b\u7528\u624b\u6cd5\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>DevOps\u3068\u306e\u9055\u3044<\/h3>\n<p>DevOps\uff08Development and Operations\uff09\u306f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u3068\u904b\u7528\u3092\u9023\u643a\u3055\u305b\u308b\u305f\u3081\u306e\u624b\u6cd5\u3067\u3001MLOps\u306f\u305d\u306e\u8003\u3048\u65b9\u3092\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u3078\u767a\u5c55\u3055\u305b\u305f\u3082\u306e\u3067\u3059\u3002DevOps\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u54c1\u8cea\u5411\u4e0a\u3084\u7d99\u7d9a\u7684\u30c7\u30ea\u30d0\u30ea\u30fc\u3092\u76ee\u7684\u3068\u3057\u307e\u3059\u304c\u3001MLOps\u306f\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u30fb\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u30fb\u30e2\u30c7\u30eb\u306e\u518d\u5b66\u7fd2\u306a\u3069\u304c\u5bfe\u8c61\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>AI\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u30c7\u30fc\u30bf\u306e\u5909\u5316\u306b\u3088\u3063\u3066\u30e2\u30c7\u30eb\u7cbe\u5ea6\u304c\u4f4e\u4e0b\u3059\u308b\u305f\u3081\u3001MLOps\u306fDevOps\u3088\u308a\u3082\u30c7\u30fc\u30bf\u7ba1\u7406\u3084\u30e2\u30c7\u30eb\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u7ba1\u7406\u3092\u91cd\u8996\u3059\u308b\u70b9\u3067\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><b>\u4f75\u305b\u3066\u8aad\u307f\u305f\u3044\uff1a<a href=\"https:\/\/sun-asterisk.com\/service\/development\/topics\/systemdev\/8033\/\">DevSecOps\u3068\u306f\uff1f\u30e1\u30ea\u30c3\u30c8\u3084\u5b9f\u88c5\u306e\u9032\u3081\u65b9\u3001\u6210\u529f\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u89e3\u8aac<\/a><\/b><\/p>\n<h3>AIOps\u3068\u306e\u9055\u3044<\/h3>\n<p>AIOps\uff08Artificial Intelligence for IT Operations\uff09\u306f\u3001AI\u3092\u6d3b\u7528\u3057\u3066IT\u30b7\u30b9\u30c6\u30e0\u306e\u904b\u7528\u7ba1\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b\u624b\u6cd5\u3067\u3059\u3002\u4e00\u65b9\u3001MLOps\u306fAI\u305d\u306e\u3082\u306e\u3092\u52b9\u7387\u7684\u306b\u958b\u767a\u30fb\u904b\u7528\u3059\u308b\u4ed5\u7d44\u307f\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n<p>AIOps\u306fAI\u3092\u5229\u7528\u3057\u3066IT\u904b\u7528\u3092\u52b9\u7387\u5316\u3059\u308b\u6280\u8853\u3001MLOps\u306fAI\u30e2\u30c7\u30eb\u3092\u7ba1\u7406\u30fb\u904b\u7528\u3059\u308b\u305f\u3081\u306e\u6280\u8853\u3068\u3044\u3046\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002MLOps\u3067\u69cb\u7bc9\u3057\u305fAI\u30e2\u30c7\u30eb\u3092AIOps\u306e\u904b\u7528\u57fa\u76e4\u3067\u6d3b\u7528\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h3>DataOps\u3068\u306e\u9055\u3044<\/h3>\n<p>DataOps\uff08Data Operations\uff09\u306f\u3001\u4f01\u696d\u5185\u3067\u53d6\u308a\u6271\u3046\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u52a0\u5de5\u30fb\u54c1\u8cea\u7ba1\u7406\u30fb\u63d0\u4f9b\u3092\u52b9\u7387\u5316\u3059\u308b\u305f\u3081\u306e\u904b\u7528\u624b\u6cd5\u3067\u3059\u3002\u30c7\u30fc\u30bf\u3092\u5b89\u5b9a\u7684\u306b\u5229\u7528\u3059\u308b\u305f\u3081\u306e\u6574\u5099\u3092\u76ee\u7684\u3068\u3057\u3066\u304a\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u305d\u306e\u3082\u306e\u306e\u904b\u7528\u306f\u5bfe\u8c61\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u4e00\u65b9\u3001MLOps\u306fDataOps\u306b\u3088\u3063\u3066\u6574\u5099\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u306a\u304c\u3089\u3001AI\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u304b\u3089\u518d\u5b66\u7fd2\u307e\u3067\u3092\u7ba1\u7406\u3057\u307e\u3059\u3002\u9ad8\u54c1\u8cea\u306aAI\u3092\u904b\u7528\u3059\u308b\u306b\u306f\u9ad8\u54c1\u8cea\u306a\u30c7\u30fc\u30bf\u304c\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u305f\u3081\u3001DataOps\u3068MLOps\u306e\u9023\u643a\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n<div class=\"sun-cta-banner\">\n<div class=\"sun-cta-text\">\u30c7\u30fc\u30bf\u3068AI\u306e\u9023\u643a\u3092\u52b9\u679c\u7684\u306b\u9032\u3081\u305f\u3044\u65b9\u3078<br \/>\n\uff3cAI\u958b\u767a\u3092\u30b9\u30e0\u30fc\u30ba\u306b\u3059\u308b\u5b9f\u8df5\u7684\u30a2\u30d7\u30ed\u30fc\u30c1\uff0f<\/div>\n<p><a class=\"sun-cta-btn\" href=\"https:\/\/app.sun-asterisk.com\/sun-ai-ready-sdlc\/\">\u6b21\u4e16\u4ee3\u958b\u767a\u30a2\u30d7\u30ed\u30fc\u30c1 Sun*SDLC &gt;<\/a><\/p>\n<\/div>\n<h2>MLOps\u304c\u5fc5\u8981\u3068\u3055\u308c\u3066\u3044\u308b\u80cc\u666f<\/h2>\n<p>AI\u6d3b\u7528\u3092\u7d99\u7d9a\u7684\u306a\u6210\u679c\u306b\u3064\u306a\u3052\u308b\u305f\u3081\u306b\u306f\u3001\u30e2\u30c7\u30eb\u3092\u958b\u767a\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u305d\u306e\u5f8c\u306e\u904b\u7528\u307e\u3067\u3092\u898b\u636e\u3048\u305f\u7ba1\u7406\u4f53\u5236\u306e\u69cb\u7bc9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<h3>PoC\uff08\u6982\u5ff5\u691c\u8a3c\uff09\u304b\u3089\u672c\u756a\u7a3c\u50cd\u306b\u79fb\u884c\u3059\u308b\u305f\u3081<\/h3>\n<p>AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306f\u3001PoC\uff08\u6982\u5ff5\u691c\u8a3c\uff09\u306e\u6bb5\u968e\u3067\u306f\u9ad8\u3044\u6210\u679c\u3092\u5f97\u3089\u308c\u3066\u3082\u3001\u672c\u756a\u74b0\u5883\u3078\u306e\u5c55\u958b\u3084\u7d99\u7d9a\u904b\u7528\u6642\u306b\u8ab2\u984c\u304c\u767a\u751f\u3059\u308b\u30b1\u30fc\u30b9\u304c\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002MLOps\u306fAI\u30e2\u30c7\u30eb\u306b\u95a2\u3059\u308b\u3055\u307e\u3056\u307e\u306a\u5de5\u7a0b\u3092\u6a19\u6e96\u5316\u30fb\u81ea\u52d5\u5316\u3067\u304d\u308b\u305f\u3081\u3001PoC\u304b\u3089\u672c\u756a\u74b0\u5883\u3078\u3068\u30b9\u30e0\u30fc\u30ba\u306b\u79fb\u884c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>AI\u306e\u6d3b\u7528\u3092\u4e00\u6642\u7684\u306a\u5b9f\u8a3c\u5b9f\u9a13\u3067\u7d42\u308f\u3089\u305b\u305a\u3001\u7d99\u7d9a\u7684\u306a\u30d3\u30b8\u30cd\u30b9\u3078\u3064\u306a\u3052\u308b\u305f\u3081\u306bMLOps\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><b>\u4f75\u305b\u3066\u8aad\u307f\u305f\u3044\uff1a<a href=\"https:\/\/sun-asterisk.com\/service\/development\/topics\/new-bizdev\/7294\/\">\u751f\u6210AI\u306b\u304a\u3051\u308bPoC\u3068\u306f\uff1f\u624b\u9806\u30fb\u6ce8\u610f\u70b9\u30fb\u5916\u6ce8\u5148\u9078\u3073\u307e\u3067\u5fb9\u5e95\u89e3\u8aac<\/a><\/b><\/p>\n<h3>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u4f4e\u4e0b\u3092\u9632\u3050\u305f\u3081<\/h3>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306f\u3001\u672c\u756a\u74b0\u5883\u3067\u5229\u7528\u3057\u7d9a\u3051\u308b\u3046\u3061\u306b\u30c7\u30fc\u30bf\u306e\u50be\u5411\u304c\u5909\u5316\u3057\u3001\u4e88\u6e2c\u7cbe\u5ea6\u304c\u4f4e\u4e0b\u3059\u308b\u300c\u30e2\u30c7\u30eb\u30c9\u30ea\u30d5\u30c8\u300d\u3084\u300c\u30c7\u30fc\u30bf\u30c9\u30ea\u30d5\u30c8\u300d\u304c\u767a\u751f\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002MLOps\u3067\u306f\u3001\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3084\u63a8\u8ad6\u7d50\u679c\u3092\u7d99\u7d9a\u7684\u306b\u76e3\u8996\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u6700\u65b0\u30c7\u30fc\u30bf\u3067\u518d\u5b66\u7fd2\u3092\u5b9f\u65bd\u3059\u308b\u4ed5\u7d44\u307f\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u74b0\u5883\u5909\u5316\u306b\u67d4\u8edf\u306b\u5bfe\u5fdc\u3057\u3001AI\u3092\u5b89\u5b9a\u3057\u305f\u54c1\u8cea\u3067\u9577\u671f\u9593\u904b\u7528\u3059\u308b\u306b\u306f\u3001AI\u30e2\u30c7\u30eb\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u5168\u4f53\u3092\u7ba1\u7406\u3067\u304d\u308bMLOps\u306e\u5c0e\u5165\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n<div class=\"sun-cta-banner\">\n<div class=\"sun-cta-text\">AI\u30e2\u30c7\u30eb\u306e\u7d99\u7d9a\u7684\u306a\u904b\u7528\u30fb\u7ba1\u7406\u306b\u304a\u60a9\u307f\u306e\u65b9\u3078<br \/>\n\uff3c\u958b\u767a\u30fb\u904b\u7528\u3092\u4e00\u4f53\u5316\u3055\u305b\u308b\u30b5\u30dd\u30fc\u30c8\u4f53\u5236\uff0f<\/div>\n<p><a class=\"sun-cta-btn\" href=\"https:\/\/lp.sun-asterisk.com\/dl-devops-service-document\">Sun Asterisk\u306eDev*Ops\u306b\u3064\u3044\u3066 &gt;<\/a><\/p>\n<\/div>\n<h2>MLOps\u3092\u6d3b\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/h2>\n<p>MLOps\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001AI\u958b\u767a\u304b\u3089\u904b\u7528\u307e\u3067\u306e\u52b9\u7387\u5316\u3060\u3051\u3067\u306a\u304f\u3001\u54c1\u8cea\u5411\u4e0a\u3084\u30b3\u30b9\u30c8\u524a\u6e1b\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30e1\u30ea\u30c3\u30c8\u3092\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<h3>\u958b\u767a\u304b\u3089\u5b9f\u88c5\u307e\u3067\u306e\u671f\u9593\u3092\u77ed\u671f\u5316\u3067\u304d\u308b<\/h3>\n<p>MLOps\u3067\u306f\u3001\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u30fb\u30c6\u30b9\u30c8\u30fb\u30c7\u30d7\u30ed\u30a4\u306a\u3069\u3092\u81ea\u52d5\u5316\u3067\u304d\u308b\u305f\u3081\u3001AI\u958b\u767a\u304b\u3089\u672c\u756a\u74b0\u5883\u3078\u306e\u5b9f\u88c5\u307e\u3067\u306b\u304b\u304b\u308b\u6642\u9593\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3067\u304d\u307e\u3059\u3002\u5f93\u6765\u306f\u624b\u4f5c\u696d\u3060\u3063\u305f\u30e2\u30c7\u30eb\u306e\u691c\u8a3c\u30fb\u74b0\u5883\u69cb\u7bc9\u30fb\u30ea\u30ea\u30fc\u30b9\u4f5c\u696d\u306a\u3069\u3092\u81ea\u52d5\u5316\u3067\u304d\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u306e\u8ca0\u62c5\u3082\u8efd\u6e1b\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u307e\u305f\u3001\u30e2\u30c7\u30eb\u306e\u66f4\u65b0\u3084\u6539\u5584\u3082\u8fc5\u901f\u306b\u884c\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u5e02\u5834\u3084\u9867\u5ba2\u30cb\u30fc\u30ba\u306e\u5909\u5316\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u958b\u767a\u30fb\u904b\u7528\u52b9\u7387\u3092\u5411\u4e0a\u3067\u304d\u308b<\/h3>\n<p>MLOps\u306f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u30fb\u958b\u767a\u8005\u30fb\u904b\u7528\u62c5\u5f53\u8005\u304c\u5171\u901a\u306e\u57fa\u76e4\u3067\u4f5c\u696d\u3067\u304d\u308b\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30c1\u30fc\u30e0\u9593\u306e\u9023\u643a\u3092\u5f37\u5316\u3067\u304d\u307e\u3059\u3002\u30b3\u30fc\u30c9\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u30fb\u30c7\u30fc\u30bf\u306a\u3069\u3092\u4e00\u5143\u7ba1\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u91cd\u8907\u4f5c\u696d\u306e\u767a\u751f\u3084\u4f5c\u696d\u306e\u5c5e\u4eba\u5316\u3092\u9632\u304e\u3001\u958b\u767a\u30fb\u904b\u7528\u5168\u4f53\u306e\u52b9\u7387\u3082\u5411\u4e0a\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u62c5\u5f53\u8005\u3084\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5185\u5bb9\u304c\u5909\u308f\u3063\u3066\u3082\u5b89\u5b9a\u7684\u306a\u904b\u7528\u3092\u7d99\u7d9a\u3057\u3084\u3059\u304f\u3001\u7d44\u7e54\u5168\u4f53\u306eAI\u958b\u767a\u4f53\u5236\u3092\u5f37\u5316\u3067\u304d\u308b\u70b9\u304c\u9b45\u529b\u3067\u3059\u3002<\/p>\n<p><b>\u4f75\u305b\u3066\u8aad\u307f\u305f\u3044\uff1a<\/b><a href=\"https:\/\/sun-asterisk.com\/service\/development\/topics\/systemdev\/4997\/\"><strong>\u958b\u767a\u30b9\u30d4\u30fc\u30c9\u5411\u4e0a\u3067\u7af6\u4e89\u529b\u3092\u9ad8\u3081\u308b\uff5c\u958b\u767a\u73fe\u5834\u3092\u52b9\u7387\u5316\u3059\u308b7\u3064\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u89e3\u8aac<\/strong><\/a><\/p>\n<h3>\u30b7\u30b9\u30c6\u30e0\u904b\u7528\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u308b<\/h3>\n<p>MLOps\u3092\u6d3b\u7528\u3057\u3066\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c7\u30d7\u30ed\u30a4\u30fb\u76e3\u8996\u30fb\u518d\u5b66\u7fd2\u306a\u3069\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u4eba\u306b\u3088\u308b\u624b\u4f5c\u696d\u3092\u5927\u5e45\u306b\u524a\u6e1b\u53ef\u80fd\u3067\u3059\u3002\u7570\u5e38\u691c\u77e5\u3084\u30a2\u30e9\u30fc\u30c8\u901a\u77e5\u3092\u81ea\u52d5\u5316\u3067\u304d\u308b\u305f\u3081\u3001\u969c\u5bb3\u5bfe\u5fdc\u306b\u304b\u304b\u308b\u8ca0\u62c5\u3082\u8efd\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u7d50\u679c\u3068\u3057\u3066\u4eba\u4ef6\u8cbb\u3092\u524a\u6e1b\u3067\u304d\u308b\u307b\u304b\u3001\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u306e\u9632\u6b62\u306b\u3088\u308b\u904b\u7528\u30fb\u4fdd\u5b88\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u306b\u3082\u3064\u306a\u304c\u308a\u3001\u9577\u671f\u7684\u306a\u30b3\u30b9\u30c8\u306e\u6700\u9069\u5316\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><strong>\u4f75\u305b\u3066\u8aad\u307f\u305f\u3044\uff1a<a href=\"https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/5755\/\">\u751f\u6210AI\u306e\u958b\u767a\u4e8b\u4f8b\uff5c\u30b3\u30b9\u30c8\u524a\u6e1b\u3084\u696d\u52d9\u52b9\u7387\u5316\u306b\u6210\u529f\u3057\u305f\u5b9f\u4f8b\u3092\u89e3\u8aac<\/a><\/strong><\/p>\n<h3>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u304c\u5411\u4e0a\u3059\u308b<\/h3>\n<p>MLOps\u3092\u5c0e\u5165\u3059\u308b\u3068\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u8ffd\u52a0\u3084\u66f4\u65b0\u3092\u6a19\u6e96\u5316\u3055\u308c\u305f\u624b\u9806\u3067\u5b9f\u65bd\u3067\u304d\u308b\u305f\u3081\u3001\u8907\u6570\u306eAI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u52b9\u7387\u3088\u304f\u904b\u55b6\u30fb\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002\u5229\u7528\u8005\u6570\u3084\u30c7\u30fc\u30bf\u91cf\u304c\u5897\u52a0\u3057\u305f\u5834\u5408\u306f\u3001\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3084\u30b3\u30f3\u30c6\u30ca\u6280\u8853\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u67d4\u8edf\u306b\u30b7\u30b9\u30c6\u30e0\u3092\u62e1\u5f35\u3067\u304d\u308b\u306e\u3082\u9b45\u529b\u306e\u3072\u3068\u3064\u3067\u3059\u3002<\/p>\n<p>\u4e8b\u696d\u62e1\u5927\u3084\u6d77\u5916\u5c55\u958b\u306a\u3069\u306b\u3082\u5bfe\u5fdc\u3057\u3084\u3059\u304f\u3001\u4f01\u696d\u898f\u6a21\u306e\u62e1\u5927\u306b\u5408\u308f\u305b\u3066AI\u57fa\u76e4\u3092\u6210\u9577\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u6a5f\u68b0\u5b66\u7fd2\u306e\u7cbe\u5ea6\u3092\u5411\u4e0a\u3067\u304d\u308b<\/h3>\n<p>MLOps\u3067\u306f\u3001\u672c\u756a\u74b0\u5883\u3067\u53ce\u96c6\u3057\u305f\u30c7\u30fc\u30bf\u3084\u4e88\u6e2c\u7d50\u679c\u3092\u7d99\u7d9a\u7684\u306b\u5206\u6790\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30e2\u30c7\u30eb\u3092\u518d\u5b66\u7fd2\u3067\u304d\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306e\u5909\u5316\u306b\u3088\u308b\u7cbe\u5ea6\u4f4e\u4e0b\u3092\u65e9\u671f\u306b\u691c\u77e5\u3057\u3001\u5e38\u306b\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u7dad\u6301\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u5b9f\u9a13\u7d50\u679c\u3084\u30e2\u30c7\u30eb\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3082\u7ba1\u7406\u3067\u304d\u308b\u305f\u3081\u3001\u7cbe\u5ea6\u304c\u9ad8\u3044\u30e2\u30c7\u30eb\u3092\u518d\u5229\u7528\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u4f01\u696d\u3084\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5168\u4f53\u306eAI\u306e\u54c1\u8cea\u5411\u4e0a\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n<div class=\"sun-cta-banner\">\n<div class=\"sun-cta-text\">AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u54c1\u8cea\u3092\u3055\u3089\u306b\u5411\u4e0a\u3055\u305b\u305f\u3044\u65b9\u3078<br \/>\n\uff3c\u5c0e\u5165\u524d\u306b\u77e5\u3063\u3066\u304a\u304f\u3079\u304d\u5931\u6557\u3068\u56de\u907f\u7b56\uff0f<\/div>\n<p><a class=\"sun-cta-btn\" href=\"https:\/\/lp.sun-asterisk.com\/dl-ai_failure_to_success\">\u304a\u3059\u3059\u3081\u8cc7\u6599\uff1a\u751f\u6210AI\u6d3b\u7528 \u3088\u304f\u3042\u308b\u5931\u65575\u9078 &gt;<\/a><\/p>\n<\/div>\n<h2>MLOps\u3092\u5c0e\u5165\u3059\u308b\u969b\u306e\u6ce8\u610f\u70b9<\/h2>\n<p>MLOps\u306f\u591a\u304f\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u4e00\u65b9\u3067\u3001\u5c0e\u5165\u524d\u306e\u6e96\u5099\u3084\u904b\u7528\u4f53\u5236\u3092\u6574\u3048\u306a\u3051\u308c\u3070\u671f\u5f85\u3057\u305f\u52b9\u679c\u3092\u5f97\u3089\u308c\u307e\u305b\u3093\u3002\u3053\u3053\u304b\u3089\u306f\u3001MLOps\u306e\u5c0e\u5165\u524d\u306b\u62bc\u3055\u3048\u3066\u304a\u304d\u305f\u3044\u30dd\u30a4\u30f3\u30c8\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3084\u5206\u6790\u306b\u624b\u9593\u304c\u304b\u304b\u308b<\/h3>\n<p>MLOps\u3067\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3060\u3051\u3067\u306a\u304f\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3082\u91cd\u8981\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u524d\u51e6\u7406\u30fb\u30e9\u30d9\u30ea\u30f3\u30b0\u30fb\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306a\u3069\u306b\u591a\u304f\u306e\u6642\u9593\u3068\u5de5\u6570\u304c\u304b\u304b\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u304c\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u5206\u6563\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u7d71\u5408\u3084\u6574\u5099\u3082\u5fc5\u8981\u3067\u3059\u3002MLOps\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u6a19\u6e96\u5316\u3084\u7ba1\u7406\u4f53\u5236\u307e\u3067\u3092\u6574\u5099\u3059\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<h3>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u5408\u3063\u305f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u9078\u3076<\/h3>\n<p>MLOps\u306b\u306fKubeflow\u30fbMLflow\u30fbSageMaker\u30fbVertex AI\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u3084\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u6a5f\u80fd\u3084\u7279\u5fb4\u304c\u7570\u306a\u308b\u305f\u3081\u3001\u958b\u767a\u898f\u6a21\u3084\u904b\u7528\u4f53\u5236\u30fb\u74b0\u5883\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u306a\u3069\u3092\u8e0f\u307e\u3048\u3001\u81ea\u793e\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u306a\u3082\u306e\u3092\u9078\u5b9a\u3057\u307e\u3057\u3087\u3046\u3002\u305d\u306e\u969b\u3001\u5c06\u6765\u7684\u306a\u62e1\u5f35\u6027\u3084\u904b\u7528\u306e\u3057\u3084\u3059\u3055\u3082\u8003\u616e\u3057\u306a\u304c\u3089\u9078\u3076\u3068\u5b89\u5fc3\u3067\u3059\u3002<\/p>\n<h3>\u958b\u767a\u8005\u3068\u904b\u7528\u62c5\u5f53\u8005\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u5fc5\u8981\u306b\u306a\u308b<\/h3>\n<p>MLOps\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u30fb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u8005\u30fb\u30a4\u30f3\u30d5\u30e9\u62c5\u5f53\u8005\u306a\u3069\u3001\u591a\u304f\u306e\u95a2\u4fc2\u8005\u304c\u9023\u643a\u3057\u3066\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u9032\u3081\u307e\u3059\u3002\u90e8\u9580\u3054\u3068\u306b\u5f79\u5272\u3084\u4f7f\u7528\u3059\u308b\u30c4\u30fc\u30eb\u304c\u7570\u306a\u308b\u305f\u3081\u3001\u60c5\u5831\u5171\u6709\u304c\u4e0d\u8db3\u3059\u308b\u3068\u30c8\u30e9\u30d6\u30eb\u306b\u767a\u5c55\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30b9\u30e0\u30fc\u30ba\u306a\u904b\u7528\u306e\u305f\u3081\u306b\u306f\u3001\u5171\u901a\u30eb\u30fc\u30eb\u3084\u904b\u7528\u30d5\u30ed\u30fc\u3092\u6574\u5099\u3057\u3001\u7d99\u7d9a\u7684\u306a\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u4f53\u5236\u3092\u6574\u3048\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<div class=\"sun-cta-banner\">\n<div class=\"sun-cta-text\">\u958b\u767a\u3068\u904b\u7528\u306e\u30b9\u30e0\u30fc\u30ba\u306a\u9023\u643a\u3092\u5b9f\u73fe\u3057\u305f\u3044\u65b9\u3078<br \/>\n\uff3c\u6210\u679c\u3092\u51fa\u3059\u30c1\u30fc\u30e0\u3065\u304f\u308a\u306e\u30b3\u30c4\u304c\u308f\u304b\u308b\uff0f<\/div>\n<p><a class=\"sun-cta-btn\" href=\"https:\/\/lp.sun-asterisk.com\/dl-books_team_success_factors\">\u7570\u80fd\u306e\u639b\u3051\u7b97\uff5c\u6700\u5f37\u30c1\u30fc\u30e0\u3092\u4f5c\u308b\uff01\u7406\u60f3\u306e\u30c1\u30fc\u30e0\u306e\u6761\u4ef6\u3068\u306f\u3010PDF\u8cc7\u6599\u30fb\u7121\u6599\u3011 &gt;<\/a><\/p>\n<\/div>\n<h2>MLOps\u3092\u5c0e\u5165\u3059\u308b\u65b9\u6cd5\u30fb\u6d41\u308c<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-9535 size-full\" src=\"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/acf3c84dbb6b5699343c4d06b2d24e32.png\" alt=\"MLOps\u3092\u5c0e\u5165\u3059\u308b\u65b9\u6cd5\u30fb\u6d41\u308c\" width=\"2000\" height=\"800\" srcset=\"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/acf3c84dbb6b5699343c4d06b2d24e32.png 2000w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/acf3c84dbb6b5699343c4d06b2d24e32-300x120.png 300w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/acf3c84dbb6b5699343c4d06b2d24e32-1024x410.png 1024w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/acf3c84dbb6b5699343c4d06b2d24e32-768x307.png 768w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/acf3c84dbb6b5699343c4d06b2d24e32-1536x614.png 1536w\" sizes=\"auto, (max-width: 2000px) 100vw, 2000px\" \/><\/p>\n<p>MLOps\u306f\u4e00\u5ea6\u306b\u5168\u793e\u5c0e\u5165\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5c0f\u898f\u6a21\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304b\u3089\u6bb5\u968e\u7684\u306b\u904b\u7528\u3059\u308b\u65b9\u6cd5\u304c\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>1.\u89e3\u6c7a\u3057\u305f\u3044\u8ab2\u984c\u3092\u9078\u5b9a\u3059\u308b<\/h3>\n<p>\u307e\u305a\u306fAI\u3084MLOps\u3092\u5c0e\u5165\u3059\u308b\u76ee\u7684\u3092\u660e\u78ba\u306b\u3057\u3001\u3069\u306e\u696d\u52d9\u8ab2\u984c\u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u6539\u5584\u3057\u305f\u3044\u306e\u304b\u3092\u6574\u7406\u3057\u307e\u3057\u3087\u3046\u3002\u305d\u306e\u4e0a\u3067KPI\u3084\u8a55\u4fa1\u57fa\u6e96\u3092\u6c7a\u5b9a\u3057\u3001\u5fc5\u8981\u3068\u306a\u308b\u30c7\u30fc\u30bf\u3084\u30b7\u30b9\u30c6\u30e0\u74b0\u5883\u3092\u6574\u7406\u3059\u308b\u3053\u3068\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n<h3>2.MLOps\u3092\u5c0f\u898f\u6a21\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304b\u3089\u5c0e\u5165\u3059\u308b<\/h3>\n<p>\u6700\u521d\u304b\u3089\u5168\u793e\u898f\u6a21\u3067MLOps\u3092\u5c0e\u5165\u3059\u308b\u3068\u3001\u74b0\u5883\u69cb\u7bc9\u3084\u904b\u7528\u4f53\u5236\u306e\u6574\u5099\u306b\u5927\u304d\u306a\u8ca0\u62c5\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u307e\u305a\u306f\u52b9\u679c\u3092\u6e2c\u5b9a\u3057\u3084\u3059\u3044\u5c0f\u898f\u6a21\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u904b\u7528\u3092\u958b\u59cb\u3059\u308b\u3053\u3068\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<p>\u5c0f\u898f\u6a21\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u6210\u529f\u3059\u308c\u3070\u3001\u793e\u5185\u306b\u30ce\u30a6\u30cf\u30a6\u3092\u84c4\u7a4d\u3067\u304d\u3001\u305d\u306e\u5f8c\u306e\u672c\u683c\u7684\u306a\u5c55\u958b\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u9032\u3081\u3089\u308c\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<h3>3.\u30b7\u30b9\u30c6\u30e0\u904b\u7528\u6539\u5584\u30fb\u7bc4\u56f2\u62e1\u5927\u3092\u884c\u3046<\/h3>\n<p>MLOps\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u5f8c\u3082\u7d99\u7d9a\u7684\u306a\u904b\u7528\u6539\u5584\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u672c\u756a\u74b0\u5883\u3067\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3084\u63a8\u8ad6\u7d50\u679c\u3092\u76e3\u8996\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u6539\u5584\u7b56\u3092\u5b9f\u65bd\u3057\u307e\u3057\u3087\u3046\u3002\u307e\u305f\u3001\u904b\u7528\u4e2d\u306b\u5f97\u3089\u308c\u305f\u77e5\u898b\u3092\u30ce\u30a6\u30cf\u30a6\u3068\u3057\u3066\u84c4\u7a4d\u3067\u304d\u308c\u3070\u3001\u5225\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u3082\u5c55\u958b\u3057\u3066MLOps\u306e\u6d3b\u7528\u7bc4\u56f2\u3092\u62e1\u5927\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><b>\u4f75\u305b\u3066\u8aad\u307f\u305f\u3044\uff1a<\/b><a href=\"https:\/\/sun-asterisk.com\/service\/development\/topics\/systemdev\/9120\/\"><strong>\u30b7\u30b9\u30c6\u30e0\u5237\u65b0\u3068\u306f\uff1f\u5fc5\u8981\u306a\u7406\u7531\u3084\u9032\u3081\u65b9\u30fb\u6210\u529f\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u89e3\u8aac<\/strong><\/a><\/p>\n<div class=\"sun-cta-banner\">\n<div class=\"sun-cta-text\">MLOps\u3092\u4ed6\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u3082\u5c55\u958b\u3057\u305f\u3044\u65b9\u3078<br \/>\n\uff3c\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u306eDX\u63a8\u9032\u30fb\u958b\u767a\u4e8b\u4f8b\u3092\u3054\u7d39\u4ecb\uff0f<\/div>\n<p><a class=\"sun-cta-btn\" href=\"https:\/\/lp.sun-asterisk.com\/dl-case-studies_document\">Sun* \u4e8b\u4f8b\u96c6 | \u8cc7\u6599\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9 &gt;<\/a><\/p>\n<\/div>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>MLOps\u3068\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u958b\u767a\u304b\u3089\u30c7\u30d7\u30ed\u30a4\u3001\u76e3\u8996\u3001\u518d\u5b66\u7fd2\u307e\u3067\u3092\u4e00\u5143\u7684\u306b\u7ba1\u7406\u30fb\u81ea\u52d5\u5316\u3059\u308b\u624b\u6cd5\u3067\u3059\u3002DevOps\u3084AIOps\u3001DataOps\u3068\u306f\u5bfe\u8c61\u3084\u76ee\u7684\u304c\u7570\u306a\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3084\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u3092\u7ba1\u7406\u3059\u308b\u70b9\u306b\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>MLOps\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001AI\u958b\u767a\u304b\u3089\u672c\u756a\u74b0\u5883\u3078\u306e\u79fb\u884c\u3092\u52b9\u7387\u5316\u3067\u304d\u308b\u307b\u304b\u3001\u958b\u767a\u30fb\u904b\u7528\u306e\u8ca0\u62c5\u8efd\u6e1b\u3001\u904b\u7528\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3001\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u7dad\u6301\u306a\u3069\u306b\u3064\u306a\u3052\u3089\u308c\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u6574\u5099\u306b\u304b\u304b\u308b\u5de5\u6570\u3084\u30c4\u30fc\u30eb\u9078\u5b9a\u3001\u95a2\u4fc2\u8005\u9593\u306e\u9023\u643a\u306a\u3069\u3001\u5c0e\u5165\u524d\u306b\u691c\u8a0e\u3059\u3079\u304d\u70b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u5c0e\u5165\u3059\u308b\u969b\u306f\u3001\u307e\u305a\u89e3\u6c7a\u3057\u305f\u3044\u8ab2\u984c\u3092\u660e\u78ba\u306b\u3057\u305f\u3046\u3048\u3067\u3001\u5c0f\u898f\u6a21\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304b\u3089MLOps\u3092\u5c0e\u5165\u3057\u3001\u904b\u7528\u72b6\u6cc1\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u8c61\u7bc4\u56f2\u3092\u5e83\u3052\u3066\u3044\u304f\u3053\u3068\u304c\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n<p>MLOps\u306e\u69cb\u7bc9\u30fb\u904b\u7528\u306b\u306f\u5c02\u9580\u77e5\u8b58\u3084\u30c1\u30fc\u30e0\u4f53\u5236\u306e\u6574\u5099\u304c\u6c42\u3081\u3089\u308c\u308b\u305f\u3081\u3001\u81ea\u793e\u3060\u3051\u3067\u306e\u5bfe\u5fdc\u306b\u4e0d\u5b89\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u958b\u767a\u304b\u3089\u904b\u7528\u307e\u3067\u4e00\u6c17\u901a\u8cab\u3067\u652f\u63f4\u3059\u308b\u300cSun*SDLC\u300d\u306e\u6d3b\u7528\u3082\u3054\u691c\u8a0e\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"sun-cta-banner\">\n<div class=\"sun-cta-text\">MLOps\u306e\u69cb\u7bc9\u30fb\u904b\u7528\u3092\u30d7\u30ed\u306b\u76f8\u8ac7\u3057\u305f\u3044\u65b9\u3078<br \/>\n\uff3c\u958b\u767a\u304b\u3089\u904b\u7528\u307e\u3067\u4e00\u6c17\u901a\u8cab\u3067\u30b5\u30dd\u30fc\u30c8\uff0f<\/div>\n<p><a class=\"sun-cta-btn\" href=\"https:\/\/app.sun-asterisk.com\/sun-ai-ready-sdlc\/\">\u6b21\u4e16\u4ee3\u958b\u767a\u30a2\u30d7\u30ed\u30fc\u30c1 Sun*SDLC &gt;<\/a><\/p>\n<\/div>\n<section id=\"sfaq-simple\">\n<h2>\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n<details class=\"sfaq-simple-item\">\n<summary><strong>Q\u3000MLOps\u3068\u306f\u3069\u306e\u3088\u3046\u306a\u6982\u5ff5\u3067\u3059\u304b\uff1fDevOps\u3068\u306e\u9055\u3044\u306f\u4f55\u3067\u3059\u304b\uff1f<\/strong><\/summary>\n<div class=\"sfaq-simple-a\">A\u3000MLOps\u306f\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u958b\u767a\u304b\u3089\u30c7\u30d7\u30ed\u30a4\u3001\u76e3\u8996\u3001\u518d\u5b66\u7fd2\u307e\u3067\u3092\u4e00\u5143\u7ba1\u7406\u30fb\u81ea\u52d5\u5316\u3059\u308b\u624b\u6cd5\u3067\u3059\u3002\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u30fb\u904b\u7528\u3092\u7e4b\u3050DevOps\u306b\u5bfe\u3057\u3001MLOps\u306f\u30e2\u30c7\u30eb\u3084\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u3001\u7d99\u7d9a\u7684\u306a\u518d\u5b66\u7fd2\u306a\u3069\u30c7\u30fc\u30bf\u3084\u30e2\u30c7\u30eb\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u7ba1\u7406\u3092\u91cd\u8996\u3059\u308b\u70b9\u304c\u7570\u306a\u308a\u307e\u3059\u3002<\/div>\n<p><!-- citation: citation: 5, 6, 7 --><\/p>\n<\/details>\n<details class=\"sfaq-simple-item\">\n<summary><strong>Q\u3000MLOps\u3092\u5c0e\u5165\u3059\u308b\u306b\u3042\u305f\u308a\u3001\u307e\u305a\u4f55\u304b\u3089\u7740\u624b\u3059\u3079\u304d\u3067\u3059\u304b\uff1f<\/strong><\/summary>\n<div class=\"sfaq-simple-a\">A\u3000\u307e\u305a\u306fAI\u3084MLOps\u3092\u5c0e\u5165\u3059\u308b\u76ee\u7684\u3092\u660e\u78ba\u306b\u3057\u3001\u89e3\u6c7a\u3057\u305f\u3044\u5177\u4f53\u7684\u306a\u696d\u52d9\u8ab2\u984c\u3092\u6574\u7406\u3059\u308b\u3053\u3068\u304b\u3089\u7740\u624b\u3057\u307e\u3059\u3002\u305d\u306e\u4e0a\u3067\u8a55\u4fa1\u57fa\u6e96\u3084KPI\u3092\u5b9a\u3081\u3001\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3084\u30b7\u30b9\u30c6\u30e0\u74b0\u5883\u3092\u6574\u7406\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/div>\n<p><!-- citation: citation: 21, 24 --><\/p>\n<\/details>\n<details class=\"sfaq-simple-item\">\n<summary><strong>Q\u3000MLOps\u306f\u3069\u306e\u3088\u3046\u306a\u624b\u9806\u3084\u30b9\u30c6\u30c3\u30d7\u3067\u5c0e\u5165\u3092\u9032\u3081\u307e\u3059\u304b\uff1f<\/strong><\/summary>\n<div class=\"sfaq-simple-a\">A\u3000\u89e3\u6c7a\u3057\u305f\u3044\u8ab2\u984c\u306e\u9078\u5b9a\u304b\u3089\u59cb\u3081\u3001\u52b9\u679c\u6e2c\u5b9a\u304c\u3057\u3084\u3059\u3044\u5c0f\u898f\u6a21\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304b\u3089MLOps\u3092\u5c0e\u5165\u30fb\u904b\u7528\u3057\u3001\u5f97\u3089\u308c\u305f\u77e5\u898b\u3092\u3082\u3068\u306b\u7d99\u7d9a\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u904b\u7528\u6539\u5584\u3068\u4ed6\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3078\u306e\u9069\u7528\u7bc4\u56f2\u62e1\u5927\u3092\u9032\u3081\u307e\u3059\u3002<\/div>\n<p><!-- citation: citation: 21, 22 --><\/p>\n<\/details>\n<details class=\"sfaq-simple-item\">\n<summary><strong>Q\u3000MLOps\u3092\u5c0e\u5165\u30fb\u904b\u7528\u3059\u308b\u969b\u306b\u3088\u304f\u3042\u308b\u6ce8\u610f\u70b9\u3084\u8ab2\u984c\u306f\u4f55\u3067\u3059\u304b\uff1f<\/strong><\/summary>\n<div class=\"sfaq-simple-a\">A\u3000\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3084\u524d\u51e6\u7406\u30fb\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306b\u591a\u5927\u306a\u5de5\u6570\u304c\u304b\u304b\u308b\u70b9\u3084\u3001\u81ea\u793e\u74b0\u5883\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u9069\u3057\u305f\u30c4\u30fc\u30eb\u306e\u9078\u5b9a\u3001\u958b\u767a\u8005\u3068\u904b\u7528\u62c5\u5f53\u8005\u9593\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u4e0d\u8db3\u306b\u3088\u308b\u30c8\u30e9\u30d6\u30eb\u767a\u751f\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/div>\n<p><!-- citation: citation: 18, 19, 20 --><\/p>\n<\/details>\n<details class=\"sfaq-simple-item\">\n<summary><strong>Q\u3000MLOps\u306e\u5c0e\u5165\u306b\u304b\u304b\u308b\u5177\u4f53\u7684\u306a\u8cbb\u7528\u3084\u69cb\u7bc9\u671f\u9593\u306f\u3069\u306e\u304f\u3089\u3044\u3067\u3059\u304b\uff1f<\/strong><\/summary>\n<div class=\"sfaq-simple-a\">A\u3000MLOps\u5c0e\u5165\u306b\u3088\u308a\u958b\u767a\u671f\u9593\u306e\u77ed\u7e2e\u3084\u904b\u7528\u30b3\u30b9\u30c8\u524a\u6e1b\u304c\u898b\u8fbc\u3081\u307e\u3059\u304c\u3001\u5c0e\u5165\u306b\u304b\u304b\u308b\u5177\u4f53\u7684\u306a\u8cbb\u7528\u984d\u3084\u5fc5\u8981\u306a\u69cb\u7bc9\u671f\u9593\u306e\u76ee\u5b89\u306f\u6848\u4ef6\u306b\u3088\u308a\u3053\u3068\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u8a73\u7d30\u306b\u3064\u3044\u3066\u306fSun Asterisk\u3078\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/div>\n<p><!-- citation: citation: 13, 15 --><\/p>\n<\/details>\n<details class=\"sfaq-simple-item\">\n<summary><strong>Q\u3000MLOps\u306e\u904b\u7528\u306b\u5fc5\u8981\u306a\u4f53\u5236\u69cb\u7bc9\u3084\u5916\u90e8\u652f\u63f4\u306e\u6d3b\u7528\u306b\u3064\u3044\u3066\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/strong><\/summary>\n<div class=\"sfaq-simple-a\">A\u3000\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001\u958b\u767a\u8005\u3001\u30a4\u30f3\u30d5\u30e9\u62c5\u5f53\u8005\u306a\u3069\u304c\u5171\u901a\u30eb\u30fc\u30eb\u306e\u3082\u3068\u3067\u9023\u643a\u3067\u304d\u308b\u4f53\u5236\u304c\u5fc5\u8981\u3067\u3059\u3002\u81ea\u793e\u306e\u307f\u3067\u306e\u69cb\u7bc9\u3084\u904b\u7528\u306b\u4e0d\u5b89\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u958b\u767a\u304b\u3089\u904b\u7528\u307e\u3067\u4e00\u6c17\u901a\u8cab\u3067\u652f\u63f4\u3059\u308b\u30b5\u30fc\u30d3\u30b9\uff08Sun*SDLC\u7b49\uff09\u306e\u6d3b\u7528\u304c\u53ef\u80fd\u3067\u3059\u3002<\/div>\n<p><!-- citation: citation: 14, 20, 25 --><\/p>\n<\/details>\n<\/section>\n<style> #sfaq-simple details { margin: 15px 0; background: #fafafa; border-left: 5px solid #ccc; padding: 15px 12px; } #sfaq-simple summary { cursor:<span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\"><\/span> pointer; list-style: none; }<br \/>\/* \u4e00\u90e8\u30d6\u30e9\u30a6\u30b6\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u30de\u30fc\u30ab\u30fc\u3092\u6291\u5236\u3057\u305f\u3044\u5834\u5408 *\/<br \/> #sfaq-simple summary::-webkit-details-marker { display: none; }<br \/><\/style>\n<section class=\"cta-section\">\n<div class=\"cta-column\">\n<p><img decoding=\"async\" src=\"https:\/\/lp.sun-asterisk.com\/hubfs\/Marketing\/%E3%80%90%E7%94%BB%E5%83%8F%E3%80%91%E8%B3%87%E6%96%99DL%E8%AA%98%E5%B0%8E\/CTA%E3%83%BBFV\/AI-DD\/FV_AI-DD.png\" \/><\/p>\n<div class=\"cta-button\"><a href=\"https:\/\/lp.sun-asterisk.com\/dl-aidd-process-guide\" target=\"_blank\" rel=\"noopener noreferrer\"><br \/>\n<i class=\"fas fa-arrow-circle-right\"><\/i>\u8cc7\u6599\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3010\u7121\u6599\u3011<br \/>\n<\/a><\/div>\n<p>40%\u306e\u751f\u7523\u6027\u5411\u4e0a\u3092\u5b9f\u73fe\u3059\u308b\u307e\u3067\u306b\u73fe\u5834\u3067\u8d77\u304d\u305f\u3053\u3068\u30fb\u8a66\u3057\u305f\u3053\u3068\u3092\u3001\u5b9f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u8a18\u9332\u3068\u3057\u3066\u516c\u958b\u3044\u305f\u3057\u307e\u3057\u305f\u3002<\/p>\n<\/div>\n<div class=\"cta-column\">\n<p><img decoding=\"async\" src=\"https:\/\/2943414.fs1.hubspotusercontent-na1.net\/hub\/2943414\/hubfs\/CTA_%E4%BA%8B%E4%BE%8B%E9%9B%86.png?width=1200&amp;length=1200&amp;name=CTA_%E4%BA%8B%E4%BE%8B%E9%9B%86.png\" \/><\/p>\n<div class=\"cta-button\"><a href=\"https:\/\/lp.sun-asterisk.com\/dl-case-studies_document\" target=\"_blank\" rel=\"noopener noreferrer\"><br \/>\n<i class=\"fas fa-arrow-circle-right\"><\/i>Sun Asterisk \u4e8b\u4f8b\u96c6<br \/>\n<\/a><\/div>\n<p>Sun Asterisk\u304c\u3053\u308c\u307e\u3067\u624b\u304c\u3051\u3066\u304d\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u591a\u6570\u3054\u7d39\u4ecb\u3057\u3066\u304a\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n<\/section>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3002Sun Asterisk AI\u958b\u767a\u30c1\u30fc\u30e0\u3067\u3059\u3002 AI\u3092\u6d3b\u7528\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u3084\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u304c\u5897\u3048\u308b\u306a\u304b\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u5b89\u5b9a\u3057\u3066\u904b\u7528\u3059\u308b\u305f\u3081\u306e\u300cMLOps\u300d\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001MLOps\u306e\u6982\u8981\u3084Dev [&hellip;]<\/p>\n","protected":false},"author":32,"featured_media":9608,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[376],"tags":[],"class_list":["post-9532","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>MLOps\u3068\u306f\uff1f\u6a5f\u68b0\u5b66\u7fd2\u3067\u6d3b\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30fb\u6ce8\u610f\u70b9\u3084\u5c0e\u5165\u306e\u6d41\u308c\u3092\u89e3\u8aac - Sun* \/ \u30b5\u30f3\u30a2\u30b9\u30bf\u30ea\u30b9\u30af<\/title>\n<meta name=\"description\" content=\"MLOps\u306f\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u5b89\u5b9a\u3057\u3066\u904b\u7528\u3059\u308b\u305f\u3081\u306e\u624b\u6cd5\u3067\u3059\u3002\u672c\u8a18\u4e8b\u306f\u3001MLOps\u306e\u6982\u8981\u3084DevOps\u30fbAIOps\u3068\u306e\u9055\u3044\u3001\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3084\u6ce8\u610f\u70b9\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002MLOps\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u4f01\u696d\u62c5\u5f53\u8005\u306f\u3001\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/9532\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MLOps\u3068\u306f\uff1f\u6a5f\u68b0\u5b66\u7fd2\u3067\u6d3b\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30fb\u6ce8\u610f\u70b9\u3084\u5c0e\u5165\u306e\u6d41\u308c\u3092\u89e3\u8aac - Sun* \/ \u30b5\u30f3\u30a2\u30b9\u30bf\u30ea\u30b9\u30af\" \/>\n<meta property=\"og:description\" content=\"MLOps\u306f\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u5b89\u5b9a\u3057\u3066\u904b\u7528\u3059\u308b\u305f\u3081\u306e\u624b\u6cd5\u3067\u3059\u3002\u672c\u8a18\u4e8b\u306f\u3001MLOps\u306e\u6982\u8981\u3084DevOps\u30fbAIOps\u3068\u306e\u9055\u3044\u3001\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3084\u6ce8\u610f\u70b9\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002MLOps\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u4f01\u696d\u62c5\u5f53\u8005\u306f\u3001\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/9532\/\" \/>\n<meta property=\"og:site_name\" content=\"\u4e8b\u696d\u6210\u9577\u3092\u5171\u5275\u3059\u308b\u3001\u958b\u767a\u30d1\u30fc\u30c8\u30ca\u30fc\uff5cSun*\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/SunAsterisk\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-29T09:40:31+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-10-01T08:26:01+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/d2df30b535afab4d70d457da84b6d14f.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Sun-Writer\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@SunAsterisk\" \/>\n<meta name=\"twitter:site\" content=\"@SunAsterisk\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sun-Writer\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\u5206\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"MLOps\u3068\u306f\uff1f\u6a5f\u68b0\u5b66\u7fd2\u3067\u6d3b\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30fb\u6ce8\u610f\u70b9\u3084\u5c0e\u5165\u306e\u6d41\u308c\u3092\u89e3\u8aac - Sun* \/ \u30b5\u30f3\u30a2\u30b9\u30bf\u30ea\u30b9\u30af","description":"MLOps\u306f\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u5b89\u5b9a\u3057\u3066\u904b\u7528\u3059\u308b\u305f\u3081\u306e\u624b\u6cd5\u3067\u3059\u3002\u672c\u8a18\u4e8b\u306f\u3001MLOps\u306e\u6982\u8981\u3084DevOps\u30fbAIOps\u3068\u306e\u9055\u3044\u3001\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3084\u6ce8\u610f\u70b9\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002MLOps\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u4f01\u696d\u62c5\u5f53\u8005\u306f\u3001\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/9532\/","og_locale":"ja_JP","og_type":"article","og_title":"MLOps\u3068\u306f\uff1f\u6a5f\u68b0\u5b66\u7fd2\u3067\u6d3b\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30fb\u6ce8\u610f\u70b9\u3084\u5c0e\u5165\u306e\u6d41\u308c\u3092\u89e3\u8aac - Sun* \/ \u30b5\u30f3\u30a2\u30b9\u30bf\u30ea\u30b9\u30af","og_description":"MLOps\u306f\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u5b89\u5b9a\u3057\u3066\u904b\u7528\u3059\u308b\u305f\u3081\u306e\u624b\u6cd5\u3067\u3059\u3002\u672c\u8a18\u4e8b\u306f\u3001MLOps\u306e\u6982\u8981\u3084DevOps\u30fbAIOps\u3068\u306e\u9055\u3044\u3001\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3084\u6ce8\u610f\u70b9\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002MLOps\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u4f01\u696d\u62c5\u5f53\u8005\u306f\u3001\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002","og_url":"https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/9532\/","og_site_name":"\u4e8b\u696d\u6210\u9577\u3092\u5171\u5275\u3059\u308b\u3001\u958b\u767a\u30d1\u30fc\u30c8\u30ca\u30fc\uff5cSun*","article_publisher":"https:\/\/www.facebook.com\/SunAsterisk\/","article_published_time":"2026-09-29T09:40:31+00:00","article_modified_time":"2026-10-01T08:26:01+00:00","og_image":[{"width":1200,"height":630,"url":"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/d2df30b535afab4d70d457da84b6d14f.png","type":"image\/png"}],"author":"Sun-Writer","twitter_card":"summary_large_image","twitter_creator":"@SunAsterisk","twitter_site":"@SunAsterisk","twitter_misc":{"\u57f7\u7b46\u8005":"Sun-Writer","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"1\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/9532\/#article","isPartOf":{"@id":"https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/9532\/"},"author":{"name":"Sun-Writer","@id":"https:\/\/sun-asterisk.com\/service\/development\/#\/schema\/person\/0da6c78a19e3bcbd8ffa6caf23945973"},"headline":"MLOps\u3068\u306f\uff1f\u6a5f\u68b0\u5b66\u7fd2\u3067\u6d3b\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30fb\u6ce8\u610f\u70b9\u3084\u5c0e\u5165\u306e\u6d41\u308c\u3092\u89e3\u8aac","datePublished":"2026-09-29T09:40:31+00:00","dateModified":"2026-10-01T08:26:01+00:00","mainEntityOfPage":{"@id":"https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/9532\/"},"wordCount":207,"publisher":{"@id":"https:\/\/sun-asterisk.com\/service\/development\/#organization"},"image":{"@id":"https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/9532\/#primaryimage"},"thumbnailUrl":"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/d2df30b535afab4d70d457da84b6d14f.png","articleSection":["AI"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/9532\/","url":"https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/9532\/","name":"MLOps\u3068\u306f\uff1f\u6a5f\u68b0\u5b66\u7fd2\u3067\u6d3b\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30fb\u6ce8\u610f\u70b9\u3084\u5c0e\u5165\u306e\u6d41\u308c\u3092\u89e3\u8aac - Sun* \/ \u30b5\u30f3\u30a2\u30b9\u30bf\u30ea\u30b9\u30af","isPartOf":{"@id":"https:\/\/sun-asterisk.com\/service\/development\/#website"},"primaryImageOfPage":{"@id":"https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/9532\/#primaryimage"},"image":{"@id":"https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/9532\/#primaryimage"},"thumbnailUrl":"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/d2df30b535afab4d70d457da84b6d14f.png","datePublished":"2026-09-29T09:40:31+00:00","dateModified":"2026-10-01T08:26:01+00:00","description":"MLOps\u306f\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u5b89\u5b9a\u3057\u3066\u904b\u7528\u3059\u308b\u305f\u3081\u306e\u624b\u6cd5\u3067\u3059\u3002\u672c\u8a18\u4e8b\u306f\u3001MLOps\u306e\u6982\u8981\u3084DevOps\u30fbAIOps\u3068\u306e\u9055\u3044\u3001\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3084\u6ce8\u610f\u70b9\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002MLOps\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u4f01\u696d\u62c5\u5f53\u8005\u306f\u3001\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002","breadcrumb":{"@id":"https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/9532\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/9532\/"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/9532\/#primaryimage","url":"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/d2df30b535afab4d70d457da84b6d14f.png","contentUrl":"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/09\/d2df30b535afab4d70d457da84b6d14f.png","width":1200,"height":630},{"@type":"BreadcrumbList","@id":"https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/9532\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/sun-asterisk.com\/service\/development\/"},{"@type":"ListItem","position":2,"name":"MLOps\u3068\u306f\uff1f\u6a5f\u68b0\u5b66\u7fd2\u3067\u6d3b\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30fb\u6ce8\u610f\u70b9\u3084\u5c0e\u5165\u306e\u6d41\u308c\u3092\u89e3\u8aac"}]},{"@type":"WebSite","@id":"https:\/\/sun-asterisk.com\/service\/development\/#website","url":"https:\/\/sun-asterisk.com\/service\/development\/","name":"\u30c7\u30b8\u30bf\u30eb\u65b0\u898f\u4e8b\u696d\u958b\u767a\u30fbDX\u30fb\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u3092\u4f34\u8d70\uff5cSun*","description":"600\u793e\u30011000\u30b5\u30fc\u30d3\u30b9\u4ee5\u4e0a\u306e\u958b\u767a\u5b9f\u7e3e\u3002\u304a\u5ba2\u69d8\u306e\u6226\u7565\u7684IT\u30d1\u30fc\u30c8\u30ca\u30fc\u3068\u3057\u3066\u30a2\u30d7\u30ea\u30fbWeb\u30b5\u30fc\u30d3\u30b9\u306e\u6210\u529f\u3092\u652f\u63f4\u3057\u307e\u3059\u3002Ruby\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u7b2c\u4e00\u8a00\u8a9e\u3068\u3057\u3066\u304a\u308a\u3001\u30a2\u30b8\u30e3\u30a4\u30eb\u624b\u6cd5\u306e\u65b0\u898f\u4e8b\u696d\u306e\u7acb\u3061\u4e0a\u3052\u3067\u6570\u591a\u304f\u306e\u5b9f\u7e3e\u304c\u3042\u308a\u307e\u3059\u3002","publisher":{"@id":"https:\/\/sun-asterisk.com\/service\/development\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/sun-asterisk.com\/service\/development\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/sun-asterisk.com\/service\/development\/#organization","name":"Sun Asterisk","alternateName":"Sun*","url":"https:\/\/sun-asterisk.com\/service\/development\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/sun-asterisk.com\/service\/development\/#\/schema\/logo\/image\/","url":"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2024\/06\/sun-ogp.jpg","contentUrl":"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2024\/06\/sun-ogp.jpg","width":1200,"height":630,"caption":"Sun Asterisk"},"image":{"@id":"https:\/\/sun-asterisk.com\/service\/development\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/SunAsterisk\/","https:\/\/x.com\/SunAsterisk","https:\/\/jp.linkedin.com\/company\/sun-asterisk"]},{"@type":"Person","@id":"https:\/\/sun-asterisk.com\/service\/development\/#\/schema\/person\/0da6c78a19e3bcbd8ffa6caf23945973","name":"Sun-Writer"}]}},"_links":{"self":[{"href":"https:\/\/sun-asterisk.com\/service\/development\/wp-json\/wp\/v2\/posts\/9532","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sun-asterisk.com\/service\/development\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sun-asterisk.com\/service\/development\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sun-asterisk.com\/service\/development\/wp-json\/wp\/v2\/users\/32"}],"replies":[{"embeddable":true,"href":"https:\/\/sun-asterisk.com\/service\/development\/wp-json\/wp\/v2\/comments?post=9532"}],"version-history":[{"count":8,"href":"https:\/\/sun-asterisk.com\/service\/development\/wp-json\/wp\/v2\/posts\/9532\/revisions"}],"predecessor-version":[{"id":9669,"href":"https:\/\/sun-asterisk.com\/service\/development\/wp-json\/wp\/v2\/posts\/9532\/revisions\/9669"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sun-asterisk.com\/service\/development\/wp-json\/wp\/v2\/media\/9608"}],"wp:attachment":[{"href":"https:\/\/sun-asterisk.com\/service\/development\/wp-json\/wp\/v2\/media?parent=9532"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sun-asterisk.com\/service\/development\/wp-json\/wp\/v2\/categories?post=9532"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sun-asterisk.com\/service\/development\/wp-json\/wp\/v2\/tags?post=9532"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}