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\u30bf\u30a4\u30e0\u30e9\u30a4\u30f3\u306e\u4ee3\u66ff\u3068\u3057\u3066\u3001\u72ec\u81ea\u306e\u67d4\u8edf\u306a\u671f\u9650\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n PythonProfessionalCertificate\u3092\u4f7f\u7528\u3057\u305f<\/a>GoogleITAutomation \ud83d\ude41<\/a><\/strong>\u30b3\u30fc\u30b9\u30bb\u30e9\uff09<\/p>\n\n \u3053\u306e\u30b3\u30fc\u30b9\u3067\u306f\u3001IT\u81ea\u52d5\u5316\u30d7\u30ed\u30bb\u30b9\u306b\u95a2\u9023\u3059\u308b\u3044\u304f\u3064\u304b\u306e\u30b3\u30a2\u30b3\u30f3\u30bb\u30d7\u30c8\u3068\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306b\u3064\u3044\u3066\u306e\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u81ea\u52d5\u5316\u3068\u3082\u547c\u3070\u308c\u3001\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3084\u30af\u30e9\u30a6\u30c9\u306e\u5c55\u958b\u3067\u5e45\u5e83\u3044\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u898b\u3064\u3051\u307e\u3059\u3002 \u3053\u306e\u30b3\u30fc\u30b9\u306e\u5927\u304d\u306a\u7279\u5fb4\u306f\u3001\u3053\u308c\u307e\u3067\u306e\u7d4c\u9a13\u3092\u5fc5\u8981\u3068\u3057\u306a\u3044\u3053\u3068\u3067\u3059\u3002 IT\u5206\u91ce\u306b\u60c5\u71b1\u3092\u6301\u3063\u3066\u3044\u308b\u4eba\u3068\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/a>\u3053\u306e\u30b3\u30fc\u30b9\u3092\u53d7\u8b1b\u3057\u3066\u3001Python\u3001Git\u3001IT\u81ea\u52d5\u5316\u30d7\u30ed\u30bb\u30b9\u306a\u3069\u306e\u9700\u8981\u306e\u9ad8\u3044\u30b9\u30ad\u30eb\u3092\u7fd2\u5f97\u3067\u304d\u307e\u3059\u3002<\/p>\n\n \u3053\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u5b8c\u5168\u306bGoogle\u306b\u3088\u3063\u3066\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001IT\u30b5\u30dd\u30fc\u30c8\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u307e\u305f\u306f\u30b8\u30e5\u30cb\u30a2\u30b7\u30b9\u30c6\u30e0\u7ba1\u7406\u8005\u3068\u3057\u3066\u306e\u5f79\u5272\u3092\u679c\u305f\u3059\u6a5f\u4f1a\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 Google\u4ee5\u5916\u306e\u6f5c\u5728\u7684\u306a\u96c7\u7528\u4e3b\u306f\u3001\u30a6\u30a9\u30eb\u30de\u30fc\u30c8\u3001\u30b9\u30d7\u30ea\u30f3\u30c8\u3001\u30d5\u30eb\u3001\u30d0\u30f3\u30af\u30aa\u30d6\u30a2\u30e1\u30ea\u30ab\u306a\u3069\u3067\u3059\u3002<\/p>\n\n \u3053\u308c\u306b\u306f\u3001\u7fd2\u5f97\u3057\u305f\u30b9\u30ad\u30eb\u3092\u4f7f\u7528\u3059\u308b\u30ad\u30e3\u30c3\u30d7\u30b9\u30c8\u30fc\u30f3\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306a\u3069\u306e\u5b9f\u969b\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u542b\u307e\u308c\u307e\u3059\u3002 \u3055\u3089\u306b\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u2013Python\u306e\u5b66\u7fd2\u3082\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n \u3053\u306e\u30b3\u30fc\u30b9\u306b\u306f6\u3064\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u3042\u308a\u3001\u90314\u6642\u9593\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3067\u3001\u30b3\u30fc\u30b9\u5168\u4f53\u30928\u304b\u6708\u3067\u5b8c\u4e86\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n Google Cloud Platform\u306e\u57fa\u790e\uff1a\u30b3\u30a2\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3<\/a>\uff1a<\/strong> \uff08Google Digital Unlocked \u2013 Coursera\u306e\u5b66\u8cc7\u63f4\u52a9\u304c\u5229\u7528\u53ef\u80fd\uff09<\/p>\n\n \u3053\u306e\u30b3\u30fc\u30b9\u306f\u3001Coursera\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4ecb\u3057\u3066Google DigitalUnlocked\u306b\u3088\u3063\u3066\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002 \u30af\u30e9\u30a6\u30c9\u5e02\u5834\u306f\u7206\u767a\u7684\u306a\u6210\u9577\u3092\u9042\u3052\u3066\u3044\u307e\u3059\u3002 \u89aa\u4f1a\u793e\u3067\u3042\u308bMulti-NationalCompany\uff08MNC\uff09Alphabet\u306f\u3001GCP\u304c\u3053\u306e\u56db\u534a\u671f\u306b30\u5104\u7c73\u30c9\u30eb\u3092\u8d85\u3048\u308b\u53ce\u76ca\u3092\u4e0a\u3052\u305f\u3053\u3068\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002<\/p>\n\n \u3053\u306e\u30b3\u30fc\u30b9\u306f\u3001\u5171\u6709\u53ef\u80fd\u306a\u8a3c\u660e\u66f8\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306b\u958b\u59cb\u304a\u3088\u3073\u5b8c\u4e86\u3059\u308b\u305f\u3081\u306b\u3001\u3044\u304f\u3064\u304b\u306e\u4e8b\u524d\u306e\u7d4c\u9a13\u304c\u5fc5\u8981\u3067\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001Google App Engine\u3001Google Compute Engine\u3001Google Kubernetes Engine\u3001Cloud Storage\u3001Cloud SQL\u3001BigQuery\u306a\u3069\u306eGCP\u306e\u30b9\u30ad\u30eb\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n \u3053\u306e\u30b3\u30fc\u30b9\u306f\u3001\u67d4\u8edf\u306a\u671f\u9650\u3067\u5b8c\u4e86\u3059\u308b\u306e\u306b\u7d0412\u6642\u9593\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n\n Google ComputeEngine\u30b9\u30da\u30b7\u30e3\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u305f\u8a2d\u8a08<\/a>\uff1a<\/strong> \uff08Coursera-\u5b66\u8cc7\u63f4\u52a9\u304c\u5229\u7528\u53ef\u80fd\uff09<\/p>\n\n \u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306fIT\u696d\u754c\u306b\u5927\u304d\u306a\u6253\u6483\u3092\u4e0e\u3048\u3066\u304a\u308a\u3001\u4f55\u5343\u3082\u306e\u5927\u5c0f\u306e\u4f01\u696d\u304c\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u304b\u3089\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u306b\u79fb\u884c\u3057\u3066\u3044\u307e\u3059\u3002 2025\u5e74\u307e\u3067\u306b\u3001\u3059\u3079\u3066\u306e\u4f01\u696d\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e80\uff05\u304c\u30af\u30e9\u30a6\u30c9\u306b\u79fb\u884c\u3055\u308c\u308b\u3068\u63a8\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n \u3044\u304f\u3064\u304b\u306e\u6709\u540d\u306a\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b5\u30fc\u30d3\u30b9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306f\u30a2\u30de\u30be\u30f3\u30a6\u30a7\u30d6\u30b5\u30fc\u30d3\u30b9\uff08AWS\uff09<\/a> \u3001 Microsoft Azure<\/a> \u3001 \u3068Google Cloud Platform\uff08GCP\uff09<\/a> \u3002 2015\u5e74\u304b\u30892019\u5e74\u306b\u304b\u3051\u3066\u3001Google Cloud Platform\u3067\u306f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u6c42\u4eba\u60c5\u5831\u304c40.87\uff05\u5897\u52a0\u3057\u307e\u3057\u305f\u3002 \u3053\u306e\u30b3\u30fc\u30b9\u306f\u3001Coursera\u3092\u901a\u3058\u3066GoogleCloud\u306b\u3088\u3063\u3066\u8a2d\u8a08\u304a\u3088\u3073\u63d0\u4f9b\u3055\u308c\u307e\u3057\u305f\u3002 \u76ee\u7684\u306f\u3001\u3053\u308c\u3089\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u4ed5\u4e8b\u306e\u6a5f\u4f1a\u3092\u3064\u304b\u3080\u305f\u3081\u306b\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\uff08\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30a8\u30f3\u30b8\u30f3\uff09\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3057\u305f\u3002<\/p>\n\n \u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u306b\u306f\u3001Google App Engine\uff08GAE\uff09\u3001Google Compute Engine\u3001\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u4eee\u60f3\u30de\u30b7\u30f3\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001\u30c7\u30d0\u30c3\u30b0\u3001\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3001\u4eee\u60f3\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08VPN\uff09\u304c\u542b\u307e\u308c\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u30b9\u30ad\u30eb\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u3068DevOps\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u3067\u3059\u3002<\/p>\n\n \u3053\u306e\u30b3\u30fc\u30b9\u3067\u306f\u3001\u8a8d\u5b9a\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306bGCP\u30d9\u30fc\u30b9\u306e\u7d4c\u9a13\u304c\u5fc5\u8981\u3067\u3059\u3002 \u90315\u6642\u9593\u7a0b\u5ea6\u3067\u30013\u30f6\u6708\u3067\u5b8c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n \u3053\u306e\u30b3\u30fc\u30b9\u306f\u3001\u8ca1\u653f\u63f4\u52a9<\/a>\u5b66\u751f\u3084\u81ea\u5206\u3067\u652f\u6255\u3046\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u4eba\u306e\u305f\u3081\u306b\u3002<\/p>\n\n Google CloudPlatform\u30b9\u30da\u30b7\u30e3\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3067\u306eTensorFlow\u306b\u3088\u308b\u6a5f\u68b0\u5b66\u7fd2<\/a>\uff1a<\/a><\/strong> \uff08Coursera-\u5b66\u8cc7\u63f4\u52a9\u304c\u5229\u7528\u53ef\u80fd\uff09<\/p>\n\n \u6a5f\u68b0\u5b66\u7fd2\u3068\u3044\u3046\u8a00\u8449\u304c\u751f\u307e\u308c\u308b\u3068\u3001\u305d\u308c\u306f\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6307\u3057\u793a\u3057\u307e\u3059\u3002 \u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306f\u3001\u30c7\u30fc\u30bf\u306e\u91cf\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002 \u5f93\u6765\u306e\u65b9\u6cd5\uff08\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\uff09\u3067\u5de8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u51e6\u7406\u3059\u308b\u306e\u306f\u96e3\u3057\u3044\u304b\u3001\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u307e\u3063\u305f\u304f\u4e0d\u53ef\u80fd\u3067\u3059\u3002\u552f\u4e00\u306e\u89e3\u6c7a\u7b56\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u4f7f\u7528\u3057\u305f\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306eML\u3067\u3059\u3002<\/p>\n\n \u3053\u306e\u3088\u3046\u306a\u8907\u96d1\u306aML\u30e2\u30c7\u30eb\u3092Google\u30af\u30e9\u30a6\u30c9\u3067\u30db\u30b9\u30c8\u3059\u308b\u306b\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eML\u30b9\u30ad\u30eb\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002 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