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style=\"background-color: #ffff99;\"><strong>\u672a\u7d4c\u9a13\u8005\u304c\u6700\u521d\u306b\u5b66\u3076\u3079\u304d\u8ef8\u306f\u3001Python\u3068SQL\u3067\u3059\u3002<\/strong><\/span>Python\u306fAI\u958b\u767a\u3084\u30c7\u30fc\u30bf\u5206\u6790\u3067\u5e83\u304f\u4f7f\u308f\u308c\u3001SQL\u306f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u5fc5\u8981\u306a\u60c5\u5831\u3092\u53d6\u308a\u51fa\u3059\u305f\u3081\u306b\u4f7f\u308f\u308c\u307e\u3059\u3002<\/p>\n<p>Python\u3067\u306f\u3001\u5909\u6570\u3001\u6761\u4ef6\u5206\u5c90\u3001\u7e70\u308a\u8fd4\u3057\u3001\u95a2\u6570\u3001\u30d5\u30a1\u30a4\u30eb\u64cd\u4f5c\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4f7f\u3044\u65b9\u3092\u5b66\u3073\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001NumPy\u3001pandas\u3001matplotlib\u306a\u3069\u3092\u4f7f\u3063\u3066\u3001\u30c7\u30fc\u30bf\u306e\u52a0\u5de5\u3084\u53ef\u8996\u5316\u306b\u9032\u3080\u3068\u5b9f\u52d9\u306b\u8fd1\u3065\u304d\u307e\u3059\u3002SQL\u3067\u306f\u3001SELECT\u3001WHERE\u3001JOIN\u3001GROUP BY\u3092\u4f7f\u3048\u308b\u3088\u3046\u306b\u3059\u308b\u3068\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3084AI\u958b\u767a\u306e\u524d\u51e6\u7406\u306b\u5bfe\u5fdc\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u6570\u5b66\u3068\u7d71\u8a08\u306f\u6a5f\u68b0\u5b66\u7fd2\u306b\u4f7f\u3046\u7bc4\u56f2\u304b\u3089\u5b66\u3076<\/h3>\n<p>\u6570\u5b66\u3068\u7d71\u8a08\u306f\u3001AI\u30e2\u30c7\u30eb\u306e\u4ed5\u7d44\u307f\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u672a\u7d4c\u9a13\u8005\u304c\u6700\u521d\u304b\u3089\u5927\u5b66\u30ec\u30d9\u30eb\u306e\u6570\u5b66\u3092\u7db2\u7f85\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u6700\u521d\u306b\u62bc\u3055\u3048\u305f\u3044\u306e\u306f\u3001\u5e73\u5747\u3001\u5206\u6563\u3001\u6a19\u6e96\u504f\u5dee\u3001\u76f8\u95a2\u3001\u78ba\u7387\u3001\u884c\u5217\u3001\u5fae\u5206\u306e\u57fa\u672c\u7684\u306a\u8003\u3048\u65b9\u3067\u3059\u3002\u3053\u308c\u3089\u306f\u3001\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3001\u8aa4\u5dee\u306e\u7406\u89e3\u3001\u7279\u5fb4\u91cf\u306e\u6271\u3044\u3001\u6700\u9069\u5316\u306e\u8003\u3048\u65b9\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002\u6570\u5b66\u304c\u82e6\u624b\u306a\u4eba\u306f\u3001\u6570\u5f0f\u3060\u3051\u3067\u5b66\u3076\u3088\u308a\u3001Python\u3067\u30b0\u30e9\u30d5\u3092\u63cf\u304d\u306a\u304c\u3089\u78ba\u8a8d\u3059\u308b\u3068\u7406\u89e3\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3><strong>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u30af\u30e9\u30a6\u30c9\u306f\u5b9f\u88c5\u6642\u306b\u5dee\u304c\u51fa\u308b<\/strong><\/h3>\n<p>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u76ee\u6307\u3059\u521d\u5fc3\u8005\u306f\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u30af\u30e9\u30a6\u30c9\u306e\u57fa\u790e\u3082\u62bc\u3055\u3048\u3066\u304a\u304f\u3068\u5b9f\u88c5\u529b\u3092\u9ad8\u3081\u3089\u308c\u307e\u3059\u3002AI\u30e2\u30c7\u30eb\u306f\u4f5c\u3063\u3066\u7d42\u308f\u308a\u3067\u306f\u306a\u304f\u3001API\u3084Web\u30a2\u30d7\u30ea\u3001\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a\u3057\u3066\u4f7f\u308f\u308c\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n<p>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u306f\u3001HTTP\u3001API\u3001IP\u30a2\u30c9\u30ec\u30b9\u3001DNS\u3001\u8a8d\u8a3c\u3001\u6697\u53f7\u5316\u901a\u4fe1\u306e\u57fa\u672c\u3092\u7406\u89e3\u3057\u3066\u304a\u304f\u3068\u3001AI\u30b5\u30fc\u30d3\u30b9\u306e\u9023\u643a\u3067\u3064\u307e\u305a\u304d\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u3067\u306f\u3001AWS\u3001Google Cloud\u3001Microsoft Azure\u306a\u3069\u306e\u74b0\u5883\u3067\u3001\u30b5\u30fc\u30d0\u30fc\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u6a5f\u68b0\u5b66\u7fd2\u30b5\u30fc\u30d3\u30b9\u304c\u4f7f\u308f\u308c\u307e\u3059\u3002\u672a\u7d4c\u9a13\u8005\u306f\u3001\u307e\u305a\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u5c0f\u3055\u306aAI\u30a2\u30d7\u30ea\u3092\u4f5c\u308a\u3001\u305d\u306e\u5f8c\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u52d5\u304b\u3059\u6d41\u308c\u3092\u7d4c\u9a13\u3059\u308b\u3068\u3001\u8ee2\u8077\u6642\u306b\u5b9f\u88c5\u7d4c\u9a13\u3068\u3057\u3066\u8aac\u660e\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u53c2\u8003:<a href=\"https:\/\/www.meti.go.jp\/policy\/it_policy\/jinzai\/skill_standard\/main.html\" target=\"_blank\" rel=\"noopener\">\u30c7\u30b8\u30bf\u30eb\u30b9\u30ad\u30eb\u6a19\u6e96\uff5c\u7d4c\u6e08\u7523\u696d\u7701<\/a><\/p>\n<h2>\u672a\u7d4c\u9a13\u8005\u5411\u3051\u306e\u5b66\u7fd2\u624b\u9806\u306f\uff1f<\/h2>\n<p><span style=\"background-color: #ffff99;\"><strong>\u672a\u7d4c\u9a13\u8005\u306f\u3001\u57fa\u790e\u5b66\u7fd2\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u751f\u6210AI\u6d3b\u7528\u3001\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u4f5c\u6210\u306e\u9806\u306b\u9032\u3081\u308b\u3068\u5b9f\u52d9\u306b\u8fd1\u3065\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<table>\n<colgroup>\n<col style=\"width: 13.2%;\" \/>\n<col style=\"width: 39.6%;\" \/>\n<col style=\"width: 47.1%;\" \/> <\/colgroup>\n<tbody>\n<tr>\n<th style=\"text-align: center;\"><strong>\u5b66\u7fd2\u6bb5\u968e<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u5b66\u3076\u5185\u5bb9<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u4f5c\u308b\u6210\u679c\u7269\u306e\u4f8b<\/strong><\/th>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">1\u6bb5\u968e\u76ee<\/td>\n<td style=\"text-align: left;\">Python\u3001Git\u3001Linux\u306e\u57fa\u790e<\/td>\n<td style=\"text-align: left;\">CSV\u3092\u8aad\u307f\u8fbc\u3093\u3067\u96c6\u8a08\u3059\u308b\u30d7\u30ed\u30b0\u30e9\u30e0<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">2\u6bb5\u968e\u76ee<\/td>\n<td style=\"text-align: left;\">SQL\u3001pandas\u3001\u30c7\u30fc\u30bf\u53ef\u8996\u5316<\/td>\n<td style=\"text-align: left;\">\u58f2\u4e0a\u30c7\u30fc\u30bf\u306e\u5206\u6790\u30ec\u30dd\u30fc\u30c8<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">3\u6bb5\u968e\u76ee<\/td>\n<td style=\"text-align: left;\">\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e<\/td>\n<td style=\"text-align: left;\">\u9700\u8981\u4e88\u6e2c\u3084\u5206\u985e\u30e2\u30c7\u30eb<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">4\u6bb5\u968e\u76ee<\/td>\n<td 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left;\">Web\u4e0a\u3067\u52d5\u304fAI\u30a2\u30d7\u30ea<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u672a\u7d4c\u9a13\u304b\u3089\u8ee2\u8077\u3059\u308b\u5834\u5408\u306b\u72d9\u3044\u3084\u3059\u3044\u8077\u7a2e\u306f\uff1f<\/h2>\n<p>\u672a\u7d4c\u9a13\u304b\u3089AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u76ee\u6307\u3059\u5834\u5408\u3001\u6700\u521d\u304b\u3089\u9ad8\u5ea6\u306a\u7814\u7a76\u958b\u767a\u8077\u3060\u3051\u3092\u72d9\u3046\u3088\u308a\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3001Python\u958b\u767a\u3001\u751f\u6210AI\u30a2\u30d7\u30ea\u958b\u767a\u3001AI\u5c0e\u5165\u652f\u63f4\u306a\u3069\u306e\u8077\u7a2e\u3082\u8996\u91ce\u306b\u5165\u308c\u308b\u3068\u9078\u629e\u80a2\u304c\u5e83\u304c\u308a\u307e\u3059\u3002<\/p>\n<h3>Python\u30a8\u30f3\u30b8\u30cb\u30a2\u304b\u3089AI\u9818\u57df\u3078\u5e83\u3052\u308b<\/h3>\n<p>Python\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u672a\u7d4c\u9a13\u304b\u3089AI\u9818\u57df\u3078\u9032\u3080\u5165\u53e3\u306b\u306a\u308a\u3084\u3059\u3044\u8077\u7a2e\u3067\u3059\u3002Web\u30a2\u30d7\u30ea\u3001\u696d\u52d9\u81ea\u52d5\u5316\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u7d4c\u9a13\u3092\u7a4d\u3080\u3053\u3068\u3067\u3001AI\u958b\u767a\u306b\u5fc5\u8981\u306a\u5b9f\u88c5\u529b\u3092\u9ad8\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u6c42\u4eba\u3067\u306f\u3001Python\u3092\u4f7f\u3063\u305f\u5b9f\u52d9\u7d4c\u9a13\u304c\u8a55\u4fa1\u3055\u308c\u307e\u3059\u3002\u6700\u521d\u304b\u3089AI\u30e2\u30c7\u30eb\u958b\u767a\u306b\u3053\u3060\u308f\u3089\u305a\u3001Python\u3067\u696d\u52d9\u30c4\u30fc\u30eb\u3084API\u3092\u4f5c\u308b\u7d4c\u9a13\u3092\u7a4d\u3080\u3068\u3001\u6b21\u306e\u6bb5\u968e\u3067\u6a5f\u68b0\u5b66\u7fd2\u3084\u751f\u6210AI\u306e\u6a5f\u80fd\u3092\u7d44\u307f\u8fbc\u307f\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u5b9f\u52d9\u7d4c\u9a13\u304c\u306a\u3044\u4eba\u306f\u3001\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3067Python\u306e\u57fa\u790e\u529b\u3068\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u7d4c\u9a13\u3092\u793a\u3059\u3053\u3068\u304b\u3089\u59cb\u3081\u308b\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u304b\u3089AI\u958b\u767a\u306b\u8fd1\u3065\u304f<\/h3>\n<p>\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u3001AI\u30a8\u30f3\u30b8\u30cb\u30a2\u672a\u7d4c\u9a13\u8005\u304c\u73fe\u5834\u7d4c\u9a13\u3092\u7a4d\u3080\u305f\u3081\u306e\u6709\u529b\u306a\u9078\u629e\u80a2\u3067\u3059\u3002\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u89e3\u304f\u529b\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u4f5c\u308b\u524d\u6bb5\u968e\u3067\u4f7f\u308f\u308c\u307e\u3059\u3002<\/p>\n<p>\u5206\u6790\u8077\u3067\u306f\u3001SQL\u3067\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u51fa\u3057\u3001Python\u3084BI\u30c4\u30fc\u30eb\u3067\u53ef\u8996\u5316\u3057\u3001\u58f2\u4e0a\u3001\u9867\u5ba2\u884c\u52d5\u3001\u5e83\u544a\u52b9\u679c\u3001\u5728\u5eab\u306a\u3069\u3092\u5206\u6790\u3057\u307e\u3059\u3002\u3053\u306e\u7d4c\u9a13\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u4f7f\u3046\u7279\u5fb4\u91cf\u306e\u8a2d\u8a08\u3084\u3001\u4e88\u6e2c\u7d50\u679c\u306e\u89e3\u91c8\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002AI\u958b\u767a\u3067\u306f\u3001\u30e2\u30c7\u30eb\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3060\u3051\u3067\u306a\u304f\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3046\u304b\u3001\u7d50\u679c\u3092\u696d\u52d9\u5224\u65ad\u306b\u3069\u3046\u4f7f\u3046\u304b\u304c\u554f\u308f\u308c\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u5206\u6790\u7d4c\u9a13\u306fAI\u30a8\u30f3\u30b8\u30cb\u30a2\u3078\u306e\u571f\u53f0\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>DX\u63a8\u9032\u3084DX\u62c5\u5f53\u8005\u306f\u521d\u5fc3\u8005\u306b\u3082\u5165\u53e3\u304c\u3042\u308b<\/h3>\n<p>DX\u63a8\u9032\u3084DX\u62c5\u5f53\u8005\u306f\u3001\u672a\u7d4c\u9a13\u8005\u304c\u6bd4\u8f03\u7684\u5165\u308a\u3084\u3059\u3044\u9818\u57df\u306e\u4e00\u3064\u3067\u3059\u3002\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001\u6587\u66f8\u691c\u7d22\u3001\u696d\u52d9\u81ea\u52d5\u5316\u3001\u793e\u5185FAQ\u3001\u8981\u7d04\u30c4\u30fc\u30eb\u306a\u3069\u3001\u65e2\u5b58\u30e2\u30c7\u30eb\u3092\u6d3b\u7528\u3059\u308b\u958b\u767a\u304c\u5897\u3048\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u9818\u57df\u3067\u306f\u3001LLM\u305d\u306e\u3082\u306e\u3092\u958b\u767a\u3059\u308b\u3088\u308a\u3001API\u9023\u643a\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3001RAG\u3001\u8a8d\u8a3c\u3001\u30ed\u30b0\u7ba1\u7406\u3001UI\u8a2d\u8a08\u306a\u3069\u304c\u4e2d\u5fc3\u306b\u306a\u308a\u307e\u3059\u3002AI\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u95a2\u3059\u308b\u77e5\u8b58\u3092\u5f97\u305f\u3044\u521d\u5fc3\u8005\u306b\u3068\u3063\u3066\u306f\u3001HTTP\u901a\u4fe1\u3084API\u306e\u4ed5\u7d44\u307f\u3092\u5b66\u3073\u306a\u304c\u3089\u6210\u679c\u7269\u3092\u4f5c\u308c\u308b\u70b9\u304c\u5229\u70b9\u3067\u3059\u3002<\/p>\n<h2>AI\u30a8\u30f3\u3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