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\/>\nAI\u306e\u6b74\u53f2\u304b\u3089\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u4ed5\u7d44\u307f\u3001\u305d\u3057\u3066\u300c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08AI\u306e\u5618\uff09\u300d\u3084\u8457\u4f5c\u6a29\u4fb5\u5bb3\u3068\u3044\u3063\u305f\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u30ea\u30b9\u30af\u307e\u3067\u3092\u5e83\u304f\u6d45\u304f\u5b66\u3079\u307e\u3059\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u304c\u3067\u304d\u306a\u304f\u3066\u3082\u3001AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u5bfe\u7b49\u306b\u4f1a\u8a71\u3057\u3066\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u9032\u3081\u308b\u305f\u3081\u306e\u300c\u7ffb\u8a33\u5bb6\u300d\u306b\u306a\u308c\u308b\u306e\u304c\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u3002<\/p>\n<h3>\u5c02\u9580\u62c5\u5f53\u3092\u76ee\u6307\u3059\u4eba\u306fSQL\u30fb\u7d71\u8a08\u30fb\u6280\u8853\u57fa\u790e\u3092\u88dc\u3063\u3066PDS\u3078\u9032\u3080<\/h3>\n<p>CRM\u306e\u5206\u6790\u3084\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u5b9f\u52d9\u3067\u3001\u8ab0\u304b\u306b\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066\u3082\u3089\u3046\u306e\u3092\u5f85\u3064\u306e\u3067\u306f\u306a\u304f\u3001\u81ea\u5206\u3067\u76f4\u63a5\u30c7\u30fc\u30bf\u3092\u53e9\u304d\u305f\u3044\u3002\u3042\u308b\u3044\u306f\u3001\u793e\u5185\u306e\u30c7\u30fc\u30bf\u6574\u5099\u3092\u5c02\u9580\u9818\u57df\u306b\u3057\u3066\u3044\u304d\u305f\u3044\u3002<\/p>\n<p>\u305d\u3093\u306a\u98a8\u306b\u5b9f\u52d9\u306e\u89e3\u50cf\u5ea6\u3092\u3055\u3089\u306b\u4e0a\u3052\u305f\u3044\u4eba\u306f\u3001SQL\u3084\u7d71\u8a08\u306e\u57fa\u790e\u3092\u5b66\u3073\u3064\u3064\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u300c\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u30c7\u30b8\u30bf\u30eb\u30b9\u30ad\u30eb\uff08\u30c7\u30fc\u30bf\u30fbAI\uff09\u8a66\u9a13\uff08\u4eee\u79f0\uff1aPDS\uff09\u300d\u3078\u9032\u3080\u30eb\u30fc\u30c8\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u5168\u54e1\u304c\u3053\u3053\u307e\u3067\u5230\u9054\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<h2>\u30c7\u30fc\u30bf\u30fbAI\u8cc7\u683c\u306f\u300c\u96e3\u6613\u5ea6\u300d\u3067\u306f\u306a\u304f\u300c\u62c5\u3046\u5f79\u5272\u300d\u3067\u9078\u3076<\/h2>\n<p>\u8cc7\u683c\u8a66\u9a13\u306e\u30b5\u30a4\u30c8\u3092\u898b\u308b\u3068\u3001\u3088\u304f\u300c\u96e3\u6613\u5ea6\u9806\u300d\u306b\u661f\u30de\u30fc\u30af\u304c\u3064\u3044\u3066\u4e26\u3093\u3067\u3044\u307e\u3059\u3088\u306d\u3002\u3067\u3082\u3001\u3042\u306e\u30e9\u30f3\u30ad\u30f3\u30b0\u3092\u9d5c\u5451\u307f\u306b\u3057\u3066\u4e0a\u304b\u3089\u9806\u306b\u53d7\u3051\u3088\u3046\u3068\u3059\u308b\u3068\u78ba\u5b9f\u306b\u8ff7\u5b50\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u79c1\u305f\u3061\u304c\u9078\u3076\u3079\u304d\u57fa\u6e96\u306f\u3001\u96e3\u6613\u5ea6\u3067\u306f\u306a\u304f\u300c\u4eca\u306e\u8077\u5834\u3067\u81ea\u5206\u306f\u3069\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u3067\u6226\u3046\u306e\u304b\u300d\u3068\u3044\u3046\u5f79\u5272\u3067\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3059\u308b\u4eba<\/h3>\n<p>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3001\u55b6\u696d\u4f01\u753b\u3001\u5546\u54c1\u4f01\u753b\u306a\u3069\u3001\u7528\u610f\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u898b\u3066\u65bd\u7b56\u3092\u8003\u3048\u308b\u5f79\u5272\u3002<\/p>\n<p>\u3053\u306e\u5c64\u306b\u4e00\u756a\u5fc5\u8981\u306a\u306e\u306f\u300c\u305d\u306e\u30c7\u30fc\u30bf\u304c\u4f55\u3092\u610f\u5473\u3057\u3066\u3044\u308b\u304b\u300d\u3092\u6b63\u3057\u304f\u8aad\u307f\u53d6\u308b\u529b\u3067\u3059\u3002<br \/>\n\u4f8b\u3048\u3070\u3001\u300c\u58f2\u4e0a\u300d\u3068\u3044\u3046\u8a00\u8449\u4e00\u3064\u3068\u3063\u3066\u3082\u3001\u7a0e\u8fbc\u307f\u306a\u306e\u304b\u3001\u8fd4\u54c1\u3092\u5f15\u3044\u3066\u3044\u308b\u306e\u304b\u3001\u3044\u3064\u306e\u6642\u70b9\u306e\u6570\u5b57\u306a\u306e\u304b\u3002\u3053\u3053\u304c\u30ba\u30ec\u3066\u3044\u308b\u3068\u65bd\u7b56\u304c\u6839\u5e95\u304b\u3089\u5d29\u308c\u307e\u3059\u3002\u307e\u305a\u306f\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u57fa\u790e\u6982\u5ff5\u3092\u62bc\u3055\u3048\u308b\u3053\u3068\u304c\u6700\u512a\u5148\u3067\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u3092\u6574\u5099\u30fb\u7ba1\u7406\u3059\u308b\u4eba<\/h3>\n<p>\u300c\u3046\u3061\u306e\u9867\u5ba2\u30c7\u30fc\u30bf\u3001\u540d\u5bc4\u305b\u3055\u308c\u3066\u306a\u304f\u3066\u30dc\u30ed\u30dc\u30ed\u3058\u3083\u3093\u2026\u2026\u300d\u3068\u982d\u3092\u62b1\u3048\u3066\u3044\u308b\u4eba\u3002<\/p>\n<p>\u307e\u3055\u306b\u79c1\u304c\u3053\u306e\u58c1\u306b\u3076\u3061\u5f53\u305f\u308a\u307e\u3057\u305f\u3002\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u3068\u9023\u643a\u3057\u306a\u304c\u3089\u3001\u30c7\u30fc\u30bf\u3092\u5165\u308c\u308b\u7bb1\u306e\u30eb\u30fc\u30eb\uff08\u30de\u30b9\u30bf\u30fc\u30c7\u30fc\u30bf\u3084\u5165\u529b\u898f\u5247\uff09\u3092\u6c7a\u3081\u308b\u5f79\u5272\u3067\u3059\u3002<br \/>\n\u3053\u3053\u3092\u62c5\u3046\u306a\u3089\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u8a66\u9a13\u306e\u5185\u5bb9\u304c\u30c9\u30f3\u30d4\u30b7\u30e3\u3067\u523a\u3055\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u6761\u4ef6\u3092\u81ea\u5206\u3067\u66f8\u3051\u308b\u3088\u3046\u306b\u300cSQL\u300d\u3092\u304b\u3058\u3063\u3066\u304a\u304f\u3068\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306e\u3084\u308a\u53d6\u308a\u304c\u5287\u7684\u306b\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u4eba<\/h3>\n<p>BI\u30c4\u30fc\u30eb\u3092\u89e6\u3063\u305f\u308a\u3001\u30a2\u30af\u30bb\u30b9\u89e3\u6790\u30c4\u30fc\u30eb\u304b\u3089\u793a\u5506\u3092\u51fa\u3057\u305f\u308a\u3059\u308b\u5f79\u5272\u3002<\/p>\n<p>\u3053\u3053\u306b\u9032\u3080\u306a\u3089\u3001\u7d71\u8a08\u306e\u57fa\u790e\u77e5\u8b58\u306f\u907f\u3051\u3066\u901a\u308c\u307e\u305b\u3093\u3002\u3068\u306f\u3044\u3048\u3001\u96e3\u3057\u3044\u6570\u5f0f\u3092\u30ac\u30ea\u30ac\u30ea\u89e3\u304f\u5fc5\u8981\u306f\u306a\u304f\u3001\u300c\u76f8\u95a2\u3068\u56e0\u679c\u306e\u9055\u3044\u300d\u3084\u300c\u5e73\u5747\u5024\u306e\u7f60\u300d\u306b\u9a19\u3055\u308c\u306a\u3044\u305f\u3081\u306e\u30ea\u30c6\u30e9\u30b7\u30fc\u3067\u5341\u5206\u3002<br \/>\n\u3055\u3089\u306b\u6df1\u3044\u5206\u6790\u3092\u81ea\u52d5\u5316\u3057\u305f\u3044\u6bb5\u968e\u306b\u306a\u3063\u3066\u521d\u3081\u3066\u3001Python\u306a\u3069\u306e\u51fa\u756a\u304c\u3084\u3063\u3066\u304d\u307e\u3059\u3002<\/p>\n<h3>AI\u3092\u4f01\u753b\u30fb\u5c0e\u5165\u3059\u308b\u4eba<\/h3>\n<p>\u300c\u751f\u6210AI\u3092\u4f7f\u3063\u3066\u793e\u5185\u696d\u52d9\u3092\u52b9\u7387\u5316\u3057\u308d\u300d\u3068\u4e0a\u53f8\u304b\u3089\u7121\u8336\u632f\u308a\u3055\u308c\u3066\u3044\u308bDX\u62c5\u5f53\u3084\u4f01\u753b\u8077\u306e\u65b9\u3002<\/p>\n<p>\u958b\u767a\u306f\u5916\u90e8\u30d9\u30f3\u30c0\u30fc\u306b\u4f9d\u983c\u3059\u308b\u3068\u3057\u3066\u3082\u3001\u4e38\u6295\u3052\u306f\u5371\u967a\u3067\u3059\u3002\u5143\u30c7\u30fc\u30bf\u306e\u6a5f\u5bc6\u60c5\u5831\u3092\u3069\u3046\u6271\u3046\u304b\u3001AI\u304c\u51fa\u3057\u305f\u7d50\u679c\u306e\u30d0\u30a4\u30a2\u30b9\uff08\u504f\u308a\uff09\u3092\u3069\u3046\u8a55\u4fa1\u3059\u308b\u304b\u3002\u3053\u3053\u3092\u62c5\u3046\u306a\u3089\u3001G\u691c\u5b9a\u3067\u5b66\u3079\u308b\u300cAI\u306e\u9650\u754c\u3068\u30ea\u30b9\u30af\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u300d\u306e\u77e5\u8b58\u304c\u5f37\u529b\u306a\u76fe\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u30fbAI\u57fa\u76e4\u3092\u69cb\u7bc9\u3059\u308b\u4eba<\/h3>\n<p>\u6700\u7d42\u7684\u306b\u3001\u7d44\u7e54\u5168\u4f53\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u3092\u8a2d\u8a08\u3057\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u74b0\u5883\u3092\u4f5c\u308a\u4e0a\u3052\u308b\u5c02\u9580\u5bb6\u3092\u76ee\u6307\u3059\u4eba\u3002<\/p>\n<p>\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u304b\u3089\u3053\u3053\u307e\u3067\u8fbf\u308a\u7740\u304f\u306e\u306f\u76f8\u5f53\u306a\u899a\u609f\u3068\u52aa\u529b\u304c\u3044\u308a\u307e\u3059\u304c\u3001\u696d\u52d9\u90e8\u9580\u51fa\u8eab\u3060\u304b\u3089\u3053\u305d\u5206\u304b\u308b\u300c\u73fe\u5834\u304c\u672c\u5f53\u306b\u4f7f\u3044\u3084\u3059\u3044\u30c7\u30fc\u30bf\u57fa\u76e4\u300d\u3092\u4f5c\u308c\u308b\u3068\u3044\u3046\u5f37\u307f\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30ec\u30d9\u30eb\u3092\u76ee\u6307\u3059\u306a\u3089\u3001\u4eca\u5f8c\u8a73\u7d30\u304c\u767a\u8868\u3055\u308c\u308bPDS\uff08\u30c7\u30fc\u30bf\u30fbAI\uff09\u306e\u30b7\u30e9\u30d0\u30b9\u3092\u6ce8\u8996\u3057\u3064\u3064\u3001\u5c02\u9580\u7684\u306a\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u77e5\u8b58\u3092\u7a4d\u3093\u3067\u3044\u304f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u300cAI\u3055\u3048\u5c0e\u5165\u3059\u308c\u3070\u3001\u3046\u3061\u306e\u4f1a\u793e\u306e\u53e4\u3044\u4f53\u8cea\u3082\u4e00\u6c17\u306b\u5909\u308f\u308b\u306f\u305a\uff01\u300d<br 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\/>\n\u3053\u306e\u30d0\u30e9\u30d0\u30e9\u306a\u300c\u610f\u5473\u300d\u3092\u793e\u5185\u3067\u7d71\u4e00\u3057\u3001\u5168\u54e1\u304c\u540c\u3058\u57fa\u6e96\u3067\u6570\u5b57\u3092\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u6574\u3048\u308b\u6ce5\u81ed\u3044\u4f5c\u696d\u3002\u3053\u308c\u304c\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u795e\u9ac4\u3067\u3059\u3002<\/p>\n<h3>\u5b89\u5168\u306b\u4f7f\u3046\u305f\u3081\u306e\u30eb\u30fc\u30eb\u3082\u5fc5\u8981<\/h3>\n<p>\u305d\u3057\u3066\u3001\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4e0a\u3067\u7d76\u5bfe\u306b\u907f\u3051\u3089\u308c\u306a\u3044\u306e\u304c\u300c\u30eb\u30fc\u30eb\u4f5c\u308a\u300d\u3002<br \/>\n\u300c\u3053\u306e\u9867\u5ba2\u30c7\u30fc\u30bf\u306f\u8ab0\u304c\u95b2\u89a7\u3057\u3066\u3044\u3044\u306e\u304b\uff1f\u300d\u300c\u9000\u4f1a\u3057\u305f\u30e6\u30fc\u30b6\u30fc\u306e\u60c5\u5831\u306f\u3044\u3064\u6d88\u3059\u306e\u304b\uff1f\u300d\u300c\u5916\u90e8\u306e\u30c4\u30fc\u30eb\u306b\u3069\u3053\u307e\u3067\u30c7\u30fc\u30bf\u3092\u6e21\u3057\u3066\u3044\u3044\u306e\u304b\uff1f\u300d<\/p>\n<p>\u3053\u308c\u3089\u3092\u66d6\u6627\u306b\u3057\u305f\u307e\u307eAI\u306b\u9867\u5ba2\u30c7\u30fc\u30bf\u3092\u6d41\u3057\u8fbc\u3080\u306e\u306f\u3001\u76ee\u96a0\u3057\u3067\u9ad8\u901f\u9053\u8def\u3092\u9006\u8d70\u3059\u308b\u3088\u3046\u306a\u3082\u306e\u3002\u60c5\u5831\u6f0f\u6d29\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u9055\u53cd\u3067\u3001\u4f1a\u793e\u54e1\u3068\u3057\u3066\u306e\u9996\u304c\u7269\u7406\u7684\u306b\u98db\u3076\u30ea\u30b9\u30af\u3059\u3089\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306f\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3082\u95a2\u4fc2\u3059\u308b<\/h3>\n<p>\u300c\u305d\u3046\u3044\u3046\u30c7\u30fc\u30bf\u306e\u6574\u5099\u306f\u3001\u60c5\u30b7\u30b9\u3068\u304bIT\u90e8\u9580\u306e\u4ed5\u4e8b\u3067\u3057\u3087\uff1f\u300d<br \/>\n\u305d\u3046\u601d\u3044\u305f\u3044\u6c17\u6301\u3061\u3001\u75db\u3044\u307b\u3069\u5206\u304b\u308a\u307e\u3059\u3002\u79c1\u3082\u6614\u306f\u9762\u5012\u306a\u3053\u3068\u3092\u5168\u90e8\u4e38\u6295\u3052\u3057\u3088\u3046\u3068\u3057\u3066\u3001\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u3068\u5927\u55a7\u5629\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u3067\u3082\u3001IT\u90e8\u9580\u306f\u300c\u30b7\u30b9\u30c6\u30e0\u306e\u5c02\u9580\u5bb6\u300d\u3067\u3042\u3063\u3066\u300c\u30d3\u30b8\u30cd\u30b9\u306e\u5c02\u9580\u5bb6\u300d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u300c\u3053\u306e\u30c7\u30fc\u30bf\u306f\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u65bd\u7b56\u306b\u3069\u3046\u4f7f\u3046\u306e\u304b\uff1f\u300d\u300c\u73fe\u5834\u306b\u3068\u3063\u3066\u672c\u5f53\u306b\u5fc5\u8981\u306a\u6307\u6a19\u306f\u4f55\u304b\uff1f\u300d\u3092\u77e5\u3063\u3066\u3044\u308b\u306e\u306f\u3001\u65e5\u3005\u9867\u5ba2\u3084\u6570\u5b57\u3068\u5411\u304d\u5408\u3063\u3066\u3044\u308b\u79c1\u305f\u3061\u696d\u52d9\u90e8\u9580\u306e\u4eba\u9593\u306a\u3093\u3067\u3059\u3002\u3060\u304b\u3089\u3053\u305d\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3092\u5b66\u3076\u4fa1\u5024\u306f\u8a08\u308a\u77e5\u308c\u307e\u305b\u3093\u3002<\/p>\n<h2>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u8a66\u9a13\u306f\u8ab0\u306b\u5411\u3044\u3066\u3044\u308b\uff1f<\/h2>\n<p>\u300c\u30c7\u30fc\u30bf\u306e\u6574\u5099\u304c\u5927\u4e8b\u306a\u306e\u306f\u5206\u304b\u3063\u305f\u3002\u3067\u3082\u3001\u4f55\u304b\u3089\u5b66\u3079\u3070\u3044\u3044\u306e\uff1f\u300d<br \/>\n\u305d\u3093\u306a\u30d3\u30b8\u30cd\u30b9\u90e8\u9580\u306e\u8ff7\u3048\u308b\u7f8a\u305f\u3061\u306e\u53d7\u3051\u76bf\u3068\u3057\u3066\u3001IPA\u304c2027\u5e74\u5ea6\u306b\u5411\u3051\u3066\u6e96\u5099\u3092\u9032\u3081\u3066\u3044\u308b\u306e\u304c\u300c\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u8a66\u9a13\uff08\u4eee\u79f0\uff09\u300d\u3067\u3059\u3002<\/p>\n<p>\u3076\u3063\u3061\u3083\u3051\u3001\u3053\u306e\u8a66\u9a13\u306f\u3053\u308c\u304b\u3089\u306e\u6642\u4ee3\u3001\u591a\u304f\u306e\u4f1a\u793e\u54e1\u306b\u3068\u3063\u3066\u300c\u6301\u3063\u3066\u3066\u640d\u306f\u306a\u3044\u76fe\u300d\u306b\u306a\u308b\u3068\u78ba\u4fe1\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>IT\u30d1\u30b9\u30dd\u30fc\u30c8\u306e\u6b21\u306b\u30c7\u30fc\u30bf\u6d3b\u7528\u3092\u5b66\u3073\u305f\u3044\u4eba<\/h3>\n<p>IT\u30d1\u30b9\u30dd\u30fc\u30c8\u3092\u53d6\u5f97\u3057\u3066\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u57fa\u790e\u7528\u8a9e\u306f\u306a\u3093\u3068\u306a\u304f\u5206\u304b\u3063\u305f\u3002\u3067\u3082\u3001\u300c\u3058\u3083\u3042\u660e\u65e5\u306e\u696d\u52d9\u3067\u3069\u3046\u30c7\u30fc\u30bf\u3092\u6d3b\u304b\u3059\u306e\uff1f\u300d\u3068\u3044\u3046\u58c1\u306b\u3076\u3064\u304b\u3063\u3066\u3044\u308b\u4eba\u306b\u3068\u3063\u3066\u3001\u3053\u306e\u65b0\u8a66\u9a13\u306f\u6700\u9ad8\u306e\u30cd\u30af\u30b9\u30c8\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002<br \/>\n\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u624b\u6cd5\u3067\u306f\u306a\u304f\u3001\u3088\u308a\u300c\u30c7\u30fc\u30bf\u3092\u3069\u3046\u7ba1\u7406\u30fb\u6d3b\u7528\u3059\u308b\u304b\u300d\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u308b\u305f\u3081\u3001\u6587\u7cfb\u30d3\u30b8\u30cd\u30b9\u30d1\u30fc\u30bd\u30f3\u3067\u3082\u632b\u6298\u3057\u306b\u304f\u3044\u8a2d\u8a08\u306b\u306a\u308b\u306f\u305a\u3002<\/p>\n<h3>CRM\u30fb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u62c5\u5f53\u8005<\/h3>\n<p>\u65e5\u3005\u3001LTV\uff08\u9867\u5ba2\u751f\u6daf\u4fa1\u5024\uff09\u3084\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u3068\u7768\u307f\u5408\u3063\u3066\u3044\u308b\u30de\u30fc\u30b1\u30bf\u30fc\u3002\u3042\u308b\u3044\u306f\u3001\u30e1\u30eb\u30de\u30ac\u306e\u914d\u4fe1\u30ea\u30b9\u30c8\u3092\u4f5c\u308a\u306a\u304c\u3089\u300c\u306a\u3093\u3067\u3053\u306e\u9867\u5ba2ID\u3001\u91cd\u8907\u3057\u3066\u767b\u9332\u3055\u308c\u3066\u308b\u3093\u3060\u3088\u2026\u2026\u300d\u3068\u30a4\u30e9\u30a4\u30e9\u3057\u3066\u3044\u308bCRM\u62c5\u5f53\u8005\u3002<br \/>\n\u307e\u3055\u306b\u30c9\u30f3\u30d4\u30b7\u30e3\u3067\u3059\u3002\u9867\u5ba2\u30c7\u30fc\u30bf\u3092\u7dba\u9e97\u306b\u4fdd\u3061\u3001\u6b63\u3057\u304f\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u5207\u308b\u305f\u3081\u306e\u4f53\u7cfb\u7684\u306a\u77e5\u8b58\u304c\u8eab\u306b\u3064\u304f\u305f\u3081\u3001\u65e5\u3005\u306e\u6ce5\u81ed\u3044\u4f5c\u696d\u306e\u300c\u610f\u5473\u300d\u304c\u7dda\u3067\u7e4b\u304c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>DX\u30fb\u30b7\u30b9\u30c6\u30e0\u4f01\u753b\u62c5\u5f53\u8005<\/h3>\n<p>\u300c\u73fe\u5834\u306e\u8981\u671b\u3092\u30d2\u30a2\u30ea\u30f3\u30b0\u3057\u3066\u3001\u958b\u767a\u30d9\u30f3\u30c0\u30fc\u306b\u8981\u4ef6\u3092\u4f1d\u3048\u308b\u300d\u3002\u305d\u3093\u306a\u6a4b\u6e21\u3057\u5f79\u3092\u62c5\u3063\u3066\u3044\u308b\u4f01\u753b\u62c5\u5f53\u8005\u306b\u3082\u5f37\u304f\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<br \/>\n\u300c\u30de\u30b9\u30bf\u30fc\u30c7\u30fc\u30bf\u306f\u3069\u3046\u3057\u307e\u3059\u304b\uff1f\u300d\u300c\u6a29\u9650\u7ba1\u7406\u306e\u30dd\u30ea\u30b7\u30fc\u306f\uff1f\u300d\u3068\u30d9\u30f3\u30c0\u30fc\u304b\u3089\u8a70\u3081\u3089\u308c\u305f\u3068\u304d\u306b\u3001\u8a00\u8449\u306b\u8a70\u307e\u308b\u3053\u3068\u306a\u304f\u5bfe\u7b49\u306b\u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u3067\u304d\u308b\u3002\u3053\u308c\u3060\u3051\u3067\u3001\u793e\u5185\u5916\u304b\u3089\u306e\u8a55\u4fa1\u306f\u5287\u7684\u306b\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n<h3>\u8a66\u9a13\u958b\u59cb\u307e\u3067\u5f85\u305f\u306a\u304f\u3066\u3082\u5b66\u7fd2\u306f\u59cb\u3081\u3089\u308c\u308b<\/h3>\n<p>\u300c\u8a66\u9a13\u304c\u59cb\u307e\u308b2027\u5e74\u307e\u3067\u5f85\u3063\u305f\u307b\u3046\u304c\u3044\u3044\u306e\uff1f\u300d<br \/>\n\u3044\u3084\u3044\u3084\u3001\u6642\u9593\u306f\u5f85\u3063\u3066\u304f\u308c\u307e\u305b\u3093\u3002\u901a\u52e4\u96fb\u8eca\u306e\u5f80\u5fa93\u6642\u9593\u3001\u305f\u3060\u30b9\u30de\u30db\u3067\u6f2b\u753b\u3092\u8aad\u3093\u3060\u308aSNS\u3092\u773a\u3081\u305f\u308a\u3057\u3066\u3044\u308b\u3060\u3051\u306a\u3089\u3001\u4eca\u3059\u3050\u57fa\u790e\u5b66\u7fd2\u3092\u59cb\u3081\u308b\u3079\u304d\u3067\u3059\u3002<\/p>\n<p>\u8a66\u9a13\u5236\u5ea6\u306e\u8a73\u7d30\u3084\u30b7\u30e9\u30d0\u30b9\u306f\u307e\u3060\u672a\u78ba\u5b9a\uff082026\u5e748\u6708\u6642\u70b9\uff09\u3067\u3059\u304c\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u6839\u5e79\u3068\u306a\u308b\u8003\u3048\u65b9\u306f\u5909\u308f\u308a\u307e\u305b\u3093\u3002\u300c\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u300d\u3084\u300c\u30de\u30b9\u30bf\u30fc\u30c7\u30fc\u30bf\u7ba1\u7406\u300d\u3068\u3044\u3063\u305f\u30ad\u30fc\u30ef\u30fc\u30c9\u3067\u672c\u3092\u8aad\u3093\u3060\u308a\u3001\u4eca\u306e\u8077\u5834\u3067\u300c\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u304c\u3069\u3046\u6d41\u308c\u3066\u3044\u308b\u304b\u300d\u3092\u56f3\u89e3\u3057\u3066\u307f\u305f\u308a\u3002\u4eca\u65e5\u304b\u3089\u3067\u304d\u308b\u6ce5\u81ed\u3044\u4e00\u6b69\u306f\u3001\u3044\u304f\u3089\u3067\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>G\u691c\u5b9a\u3068\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u8a66\u9a13\u306e\u9055\u3044<\/h2>\n<p>\u300cAI\u3092\u5b66\u3076\u306a\u3089G\u691c\u5b9a\u3063\u3066\u805e\u304f\u3051\u3069\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u8a66\u9a13\u3068\u3069\u3063\u3061\u3092\u53d7\u3051\u308c\u3070\u3044\u3044\u306e\uff1f\u300d<br \/>\nSNS\u3084\u30cb\u30e5\u30fc\u30b9\u3092\u898b\u3066\u3044\u308b\u3068\u3001\u3053\u306e2\u3064\u304c\u3088\u304f\u6bd4\u8f03\u3055\u308c\u304c\u3061\u3067\u3059\u3002\u79c1\u3082\u6614\u3001\u300c\u306a\u3093\u3068\u306a\u304fG\u691c\u5b9a\u306e\u65b9\u304cAI\u3063\u307d\u304f\u3066\u5c65\u6b74\u66f8\u3067\u30ab\u30c3\u30b3\u3064\u304d\u305d\u3046\u2026\u2026\u300d\u306a\u3093\u3066\u3044\u3046\u30e8\u30b3\u30b7\u30de\u306a\u7406\u7531\u3067\u6bd4\u8f03\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u3067\u3082\u3001\u3053\u306e2\u3064\u3092\u300c\u3069\u3063\u3061\u304c\u4e0a\u304b\u300d\u3067\u6bd4\u3079\u308b\u306e\u306f\u3001\u30ab\u30ec\u30fc\u3068\u30b9\u30d7\u30fc\u30f3\u3092\u6bd4\u3079\u308b\u304f\u3089\u3044\u30ca\u30f3\u30bb\u30f3\u30b9\u306a\u3093\u3067\u3059\u3002<\/p>\n<h3>G\u691c\u5b9a\u306fAI\u306e\u4ed5\u7d44\u307f\u3068\u6d3b\u7528\u3092\u5b66\u3076\u8cc7\u683c<\/h3>\n<p>G\u691c\u5b9a\uff08\u30b8\u30a7\u30cd\u30e9\u30ea\u30b9\u30c8\u691c\u5b9a\uff09\u306f\u3001AI\u30fb\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u300c\u4ed5\u7d44\u307f\u300d\u3068\u300c\u30d3\u30b8\u30cd\u30b9\u3078\u306e\u6d3b\u304b\u3057\u65b9\u300d\u306b\u7279\u5316\u3057\u305f\u8cc7\u683c\u3067\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u300c\u3046\u3061\u306e\u90e8\u7f72\u3067\u3082\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u3066\u696d\u52d9\u3092\u52b9\u7387\u5316\u3057\u3088\u3046\uff01\u300d\u3068\u306a\u3063\u305f\u3068\u304d\u3001AI\u304c\u3082\u3063\u3068\u3082\u3089\u3057\u304f\u5618\u3092\u3064\u304f\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u554f\u984c\u3084\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u4ed6\u4eba\u306e\u8457\u4f5c\u7269\u304c\u6df7\u3056\u3063\u3066\u3044\u305f\u5834\u5408\u306e\u6cd5\u7684\u30ea\u30b9\u30af\u3092\u8ab0\u304b\u304c\u5224\u65ad\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<br \/>\n\u6280\u8853\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u304c\u3067\u304d\u306a\u304f\u3066\u3082\u3001\u3053\u3046\u3057\u305f\u300cAI\u3092\u4f7f\u3046\u4e0a\u3067\u306e\u30eb\u30fc\u30eb\u3084\u9650\u754c\u300d\u3092\u6b63\u3057\u304f\u7406\u89e3\u3057\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5b89\u5168\u306b\u9032\u3081\u308b\u305f\u3081\u306e\u77e5\u8b58\u3002\u305d\u308c\u304cG\u691c\u5b9a\u306e\u9818\u57df\u3067\u3059\u3002<br \/>\n\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c<a href=\"#\">G\u691c\u5b9a\u5b8c\u5168\u30ac\u30a4\u30c9<\/a>\u306a\u3069\u3092\u901a\u3057\u3066\u5b66\u3076\u610f\u7fa9\u306f\u3001\u300cAI\u306b\u5922\u3092\u898b\u3059\u304e\u305a\u3001\u73fe\u5b9f\u7684\u306a\u30ea\u30b9\u30af\u3092\u898b\u6975\u3081\u308b\u76ee\u300d\u3092\u990a\u3046\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u8a66\u9a13\u306f\u30c7\u30fc\u30bf\u306e\u6574\u5099\u3068\u7ba1\u7406\u3092\u5b66\u3076\u8a66\u9a13<\/h3>\n<p>\u4e00\u65b9\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u8a66\u9a13\u306f\u3001\u305d\u306eAI\u306b\u8aad\u307f\u8fbc\u307e\u305b\u308b\u300c\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3084\u7ba1\u7406\u30eb\u30fc\u30eb\u300d\u3092\u5b66\u3076\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>\u3069\u3093\u306a\u306b\u512a\u79c0\u306aAI\u30e2\u30c7\u30eb\u3092\u6301\u3063\u3066\u304d\u3066\u3082\u3001\u5165\u529b\u3059\u308b\u30c7\u30fc\u30bf\u304c\u300c\u5168\u89d2\u534a\u89d2\u30d0\u30e9\u30d0\u30e9\u300d\u300c\u90e8\u7f72\u3054\u3068\u306b\u58f2\u4e0a\u306e\u5b9a\u7fa9\u304c\u9055\u3046\u300d\u72b6\u614b\u306a\u3089\u3001\u51fa\u3066\u304f\u308b\u7b54\u3048\u306f\u4f7f\u3044\u7269\u306b\u306a\u308a\u307e\u305b\u3093\u3002<br \/>\n\u9867\u5ba2ID\u306f\u3069\u3046\u7ba1\u7406\u3059\u308b\u306e\u304b\u3001\u6a5f\u5bc6\u30c7\u30fc\u30bf\u306f\u8ab0\u304c\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u306e\u304b\u3002\u3053\u3046\u3057\u305f\u300c\u4f7f\u3048\u308b\u30c7\u30fc\u30bf\u3092\u4f5c\u308b\u305f\u3081\u306e\u571f\u53f0\u3065\u304f\u308a\u300d\u306e\u5168\u5bb9\u3092\u77e5\u308b\u306e\u304c\u3001<a href=\"#\">\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u8a66\u9a13\u3068\u306f<\/a>\u3069\u3046\u3044\u3046\u3082\u306e\u304b\u3092\u7d10\u89e3\u304f\u6700\u5927\u306e\u9375\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u3069\u3061\u3089\u304c\u4e0a\u4f4d\u3068\u3044\u3046\u95a2\u4fc2\u3067\u306f\u306a\u3044<\/h3>\n<p>\u3064\u307e\u308a\u3001\u3053\u306e2\u3064\u306f\u300c\u521d\u5fc3\u8005\u5411\u3051\u30fb\u4e0a\u7d1a\u8005\u5411\u3051\u300d\u3068\u3044\u3063\u305f\u4e0a\u4e0b\u95a2\u4fc2\u306b\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u3042\u3048\u3066\u4f8b\u3048\u308b\u306a\u3089\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u304c\u300c\u8cea\u306e\u826f\u3044\u30ac\u30bd\u30ea\u30f3\uff08\u30c7\u30fc\u30bf\uff09\u3092\u4f5c\u308b\u30eb\u30fc\u30eb\u300d\u3067\u3001G\u691c\u5b9a\u304c\u300c\u6700\u65b0\u306e\u30a8\u30f3\u30b8\u30f3\uff08AI\uff09\u3092\u5b89\u5168\u306b\u4e57\u308a\u3053\u306a\u3059\u30eb\u30fc\u30eb\u300d\u3067\u3059\u3002<br \/>\n\u3069\u3061\u3089\u304c\u6b20\u3051\u3066\u3082\u30d3\u30b8\u30cd\u30b9\u3068\u3044\u3046\u8eca\u306f\u307e\u3068\u3082\u306b\u8d70\u308a\u307e\u305b\u3093\u3002\u3053\u306e<a href=\"#\">G\u691c\u5b9a\u3068\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u8a66\u9a13\u306e\u9055\u3044<\/a>\u3092\u7406\u89e3\u3057\u3066\u304a\u304f\u3053\u3068\u306f\u3001\u8ff7\u8d70\u305b\u305a\u306b\u5b66\u7fd2\u3092\u9032\u3081\u308b\u4e0a\u3067\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h3>\u30de\u30fc\u30b1\u30bf\u30fc\u30fb\u4f01\u753b\u8077\u306e\u304a\u3059\u3059\u3081\u9806<\/h3>\n<p>\u300c\u3058\u3083\u3042\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3084\u4f01\u753b\u306e\u62c5\u5f53\u8005\u306f\u3069\u3063\u3061\u304b\u3089\u624b\u3092\u3064\u3051\u308c\u3070\u3044\u3044\u306e\uff1f\u300d<\/p>\n<p>\u5f80\u5fa93\u6642\u9593\u306e\u901a\u52e4\u96fb\u8eca\u3067\u6ce5\u81ed\u304f\u30a4\u30f3\u30d7\u30c3\u30c8\u3092\u7d9a\u3051\u3066\u304d\u305f\u79c1\u306e\u5b9f\u4f53\u9a13\u304b\u3089\u8a00\u308f\u305b\u3066\u3082\u3089\u3046\u3068\u3001\u307e\u305a\u306f\u300c\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u304c\u3069\u3046\u306a\u3063\u3066\u3044\u308b\u304b\u300d\u3092\u628a\u63e1\u3059\u308b\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u57fa\u790e\u304b\u3089\u5165\u308b\u306e\u3092\u5f37\u304f\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<br \/>\n\u7dba\u9e97\u306a\u30c7\u30fc\u30bf\u304c\u3042\u3063\u3066\u521d\u3081\u3066\u3001AI\uff08G\u691c\u5b9a\u306e\u77e5\u8b58\uff09\u304c\u6d3b\u304d\u308b\u304b\u3089\u3002AI\u306e\u9b54\u6cd5\u306e\u3088\u3046\u306a\u51c4\u3055\u3092\u5b66\u3076\u524d\u306b\u3001\u6ce5\u81ed\u3044\u30c7\u30fc\u30bf\u306e\u73fe\u5b9f\u3092\u77e5\u3063\u3066\u304a\u304f\u65b9\u304c\u3001\u7d50\u679c\u7684\u306b\u793e\u5185\u3067\u300c\u4f7f\u3048\u308b\u4eba\u6750\u300d\u3068\u3057\u3066\u91cd\u5b9d\u3055\u308c\u308b\u3068\u3044\u3046\u73fe\u5b9f\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>SQL\u30fb\u7d71\u8a08\u30fbPython\u306f\u3069\u3053\u307e\u3067\u5fc5\u8981\uff1f<\/h2>\n<p>\u3055\u3066\u3001\u3053\u3053\u304b\u3089\u304c\u6587\u7cfb\u4f1a\u793e\u54e1\u306b\u3068\u3063\u3066\u4e00\u756a\u306e\u9b3c\u9580\u3002\u300c\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3084\u6570\u5b66\u306e\u58c1\u300d\u306b\u3064\u3044\u3066\u3067\u3059\u3002<\/p>\n<p>SQL\u3001\u7d71\u8a08\u3001Python\u2026\u2026\u3002\u3053\u306e\u6587\u5b57\u9762\u3092\u898b\u305f\u3060\u3051\u3067\u3001\u6614\u306e\u79c1\u306f\u300c\u3042\u3001\u7121\u7406\u3002\u79c1\u306b\u306f\u624d\u80fd\u304c\u306a\u3044\u300d\u3068\u30d6\u30e9\u30a6\u30b6\u306e\u30bf\u30d6\u3092\u305d\u3063\u9589\u3058\u3057\u3066\u3044\u307e\u3057\u305f\u3002<br \/>\n\u3067\u3082\u5b89\u5fc3\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u79c1\u305f\u3061\u304c\u3001\u3053\u306e\u3059\u3079\u3066\u3092\u5b8c\u74a7\u306b\u30de\u30b9\u30bf\u30fc\u3059\u308b\u5fc5\u8981\u306f\u5168\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<h3>SQL\u306f\u591a\u304f\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u62c5\u5f53\u8005\u306b\u6709\u52b9<\/h3>\n<p>\u3082\u3057\u3001\u3042\u306a\u305f\u304cCRM\u62c5\u5f53\u3084\u30de\u30fc\u30b1\u30bf\u30fc\u3067\u300c\u3044\u3061\u3044\u3061\u30b7\u30b9\u30c6\u30e0\u90e8\u306b\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066\u3082\u3089\u3046\u306e\u304c\u9762\u5012\u304f\u3055\u3044\u2026\u2026\u300d\u3068\u5c11\u3057\u3067\u3082\u611f\u3058\u3066\u3044\u308b\u306a\u3089\u3001SQL\u3060\u3051\u306f\u304b\u3058\u3063\u3066\u304a\u3044\u3066\u640d\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>SQL\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u6b32\u3057\u3044\u30c7\u30fc\u30bf\u3092\u5f15\u3063\u5f35\u308a\u51fa\u3059\u305f\u3081\u306e\u300c\u304a\u9858\u3044\u306e\u8a00\u8449\u300d\u3067\u3059\u3002<br \/>\n\u3053\u308c\u3055\u3048\u66f8\u3051\u308c\u3070\u3001\u300c30\u4ee3\u5973\u6027\u3067\u3001\u904e\u53bb\u534a\u5e74\u9593\u306b2\u56de\u4ee5\u4e0a\u8cfc\u5165\u3057\u305f\u4eba\u300d\u306e\u30ea\u30b9\u30c8\u3092\u3001\u81ea\u5206\u306e\u624b\u3067\u4e00\u77ac\u306b\u3057\u3066\u5f15\u304d\u51fa\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n<a href=\"#\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u57fa\u790e<\/a>\u3092\u7406\u89e3\u3057\u3001\u7c21\u5358\u306a\u62bd\u51fa\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3060\u3051\u3067\u3001\u65e5\u3005\u306e\u4ed5\u4e8b\u306e\u30b9\u30d4\u30fc\u30c9\u306f\u5287\u7684\u306b\u5909\u308f\u308a\u307e\u3059\u3002\u672c\u683c\u7684\u306a\u958b\u767a\u8a00\u8a9e\u306b\u6bd4\u3079\u3066\u5b66\u7fd2\u30b3\u30b9\u30c8\u3082\u4f4e\u3044\u306e\u3067\u3001<a href=\"#\">\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051SQL\u5b66\u7fd2\u30ed\u30fc\u30c9\u30de\u30c3\u30d7<\/a>\u3092\u53c2\u8003\u306b\u3001\u307e\u305a\u306f\u5c0f\u3055\u306a\u6210\u529f\u4f53\u9a13\u3092\u7a4d\u3080\u306b\u306f\u6700\u9ad8\u306e\u30b9\u30ad\u30eb\u3067\u3059\u3002<\/p>\n<h3>\u7d71\u8a08\u306f\u5206\u6790\u7d50\u679c\u3092\u8aa4\u89e3\u3057\u306a\u3044\u305f\u3081\u306b\u5fc5\u8981<\/h3>\n<p>\u6b21\u306b\u7d71\u8a08\u3067\u3059\u304c\u3001\u96e3\u3057\u3044\u5fae\u5206\u7a4d\u5206\u3084\u30b7\u30b0\u30de\u306e\u8a08\u7b97\u3092\u30ac\u30ea\u30ac\u30ea\u89e3\u304f\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u79c1\u305f\u3061\u304c\u5b66\u3076\u3079\u304d\u306f\u3001\u300c\u6570\u5b57\u306b\u9a19\u3055\u308c\u306a\u3044\u305f\u3081\u306e\u9632\u5177\u300d\u3068\u3057\u3066\u306e\u7d71\u8a08\u3067\u3059\u3002<br \/>\n\u4f8b\u3048\u3070\u3001A\/B\u30c6\u30b9\u30c8\u306e\u7d50\u679c\u304c\u51fa\u305f\u3068\u304d\u306b\u300c\u3053\u308c\u3063\u3066\u672c\u5f53\u306b\u52b9\u679c\u304c\u3042\u3063\u305f\u306e\uff1f \u305f\u307e\u305f\u307e\u3058\u3083\u306a\u3044\u306e\uff1f\u300d\u3068\u7591\u3048\u308b\u304b\u3002\u76f8\u95a2\u95a2\u4fc2\u3068\u56e0\u679c\u95a2\u4fc2\u3092\u6df7\u540c\u3057\u3066\u3001\u898b\u5f53\u9055\u3044\u306a\u65bd\u7b56\u3092\u6253\u3063\u3066\u3044\u306a\u3044\u304b\u3002<br \/>\n\u5206\u6790\u7d50\u679c\u3092\u4e0a\u53f8\u306b\u5831\u544a\u3059\u308b\u969b\u3001\u81ea\u4fe1\u3092\u6301\u3063\u3066\u300c\u3053\u308c\u306f\u610f\u5473\u306e\u3042\u308b\u6570\u5b57\u3067\u3059\u300d\u3068\u8a00\u3044\u5207\u308b\u305f\u3081\u306e<a href=\"#\">\u7d71\u8a08\u306e\u57fa\u790e<\/a>\u77e5\u8b58\u3002\u305d\u308c\u3055\u3048\u3042\u308c\u3070\u3001\u73fe\u5834\u30ec\u30d9\u30eb\u3067\u306f\u5341\u5206\u6226\u3048\u307e\u3059\u3002<\/p>\n<h3>Python\u306f\u5168\u54e1\u306e\u5fc5\u9808\u6761\u4ef6\u3067\u306f\u306a\u3044<\/h3>\n<p>\u305d\u3057\u3066\u4e00\u756a\u306e\u843d\u3068\u3057\u7a74\u3001Python\u3002<br \/>\n\u300cAI\u6642\u4ee3\u3060\u304b\u3089Python\u3060\uff01\u300d\u3068\u98db\u3073\u3064\u304f\u4eba\u304c\u5f8c\u3092\u7d76\u3061\u307e\u305b\u3093\u304c\u3001\u3076\u3063\u3061\u3083\u3051\u5168\u54e1\u306e\u5fc5\u9808\u6761\u4ef6\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3078\u672c\u6c17\u3067\u8ee2\u8077\u3059\u308b\u306a\u3089\u5225\u3067\u3059\u304c\u3001\u4eca\u306e\u696d\u52d9\u306b\u30c7\u30fc\u30bf\u3084AI\u3092\u639b\u3051\u5408\u308f\u305b\u305f\u3044\u3060\u3051\u306e\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306a\u3089\u3001Python\u306e\u7fd2\u5f97\u306f\u30aa\u30fc\u30d0\u30fc\u30ad\u30eb\u306b\u306a\u308a\u304c\u3061\u3067\u3059\u3002<br \/>\n\u3061\u3087\u3063\u3068\u3057\u305f\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u3084\u96c6\u8a08\u306a\u3089\u3001Excel\u3084BI\u30c4\u30fc\u30eb\u3001\u6700\u60aa\u751f\u6210AI\u306b\u6307\u793a\u3092\u51fa\u305b\u3070\u30b5\u30af\u30c3\u3068\u3084\u3063\u3066\u304f\u308c\u308b\u6642\u4ee3\u3002<br \/>\n\u9ad8\u5ea6\u306a<a href=\"#\">AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e<\/a>\u3084\u5206\u6790\u306e\u5b8c\u5168\u81ea\u52d5\u5316\u3092\u62c5\u3046\u30dd\u30b8\u30b7\u30e7\u30f3\u306b\u306a\u3089\u306a\u3044\u9650\u308a\u3001\u300c\u3044\u3064\u304b\u4f7f\u3046\u304b\u3082\u300d\u3067\u624b\u3092\u51fa\u3059\u3068\u3001\u9ad8\u78ba\u7387\u3067\u632b\u6298\u3057\u307e\u3059\uff08\u9ad8\u3044\u53c2\u8003\u66f8\u304c\u30e2\u30cb\u30bf\u30fc\u53f0\u306b\u5909\u308f\u3063\u305f\u5f53\u6642\u306e\u79c1\u306e\u3088\u3046\u306b\uff09\u3002<\/p>\n<h3>\u8cc7\u683c\u53d6\u5f97\u3068\u5b9f\u52d9\u30b9\u30ad\u30eb\u306f\u5206\u3051\u3066\u8003\u3048\u308b<\/h3>\n<p>\u6700\u5f8c\u306b\u5fd8\u308c\u3066\u306f\u3044\u3051\u306a\u3044\u306e\u304c\u3001\u300c\u8cc7\u683c\u3092\u53d6\u3063\u305f\uff1d\u5b9f\u52d9\u304c\u3067\u304d\u308b\u300d\u308f\u3051\u3067\u306f\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3002<\/p>\n<p>SQL\u306e\u6587\u6cd5\u3092\u4e38\u6697\u8a18\u3057\u3066\u3082\u3001\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u69cb\u9020\uff08\u3069\u3053\u306b\u3069\u3093\u306a\u30c7\u30fc\u30bf\u304c\u5165\u3063\u3066\u3044\u308b\u304b\uff09\u3092\u77e5\u3089\u306a\u3051\u308c\u30701\u884c\u3082\u30b3\u30fc\u30c9\u306f\u66f8\u3051\u307e\u305b\u3093\u3002<br \/>\n\u8cc7\u683c\u306f\u3042\u304f\u307e\u3067\u300c\u4f53\u7cfb\u7684\u306a\u77e5\u8b58\u306e\u5730\u56f3\u300d\u3092\u624b\u306b\u5165\u308c\u308b\u305f\u3081\u306e\u3082\u306e\u3002\u305d\u306e\u5730\u56f3\u3092\u6301\u3063\u3066\u3001\u660e\u65e5\u304b\u3089\u81ea\u793e\u306e\u6ce5\u81ed\u3044\u751f\u30c7\u30fc\u30bf\u3068\u3069\u3046\u683c\u95d8\u3059\u308b\u304b\u304c\u3001\u79c1\u305f\u3061\u306e\u672c\u5f53\u306e\u52dd\u8ca0\u3069\u3053\u308d\u3067\u3059\u3002<\/p>\n<p>IPA\u304c\u65b0\u3057\u304f\u4f5c\u308b\u3068\u3044\u3046\u300c\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u30c7\u30b8\u30bf\u30eb\u30b9\u30ad\u30eb\uff08\u30c7\u30fc\u30bf\u30fbAI\uff09\u8a66\u9a13\uff08\u4eee\u79f0\uff09\u300d\u3002\u7565\u3057\u3066PDS\u3002<\/p>\n<p>\u540d\u524d\u304b\u3089\u3057\u3066\u3081\u3061\u3083\u304f\u3061\u3083\u5f37\u305d\u3046\u3060\u3057\u3001\u300c\u3053\u308c\u3055\u3048\u53d6\u308c\u3070\u3001\u79c1\u3082AI\u6642\u4ee3\u306e\u6700\u524d\u7dda\u306b\u884c\u3051\u308b\u304b\u3082\uff01\u300d\u3068\u5922\u3092\u898b\u3066\u3057\u307e\u3044\u304c\u3061\u3067\u3059\u3002\u6614\u306e\u79c1\u306a\u3089\u3001\u9593\u9055\u3044\u306a\u304f\u4e00\u756a\u5206\u539a\u3044\u53c2\u8003\u66f8\u3092\u30dd\u30c1\u3063\u3066\u3001\u305d\u3057\u30661\u9031\u9593\u5f8c\u306b\u90e8\u5c4b\u306e\u9685\u3067\u30db\u30b3\u30ea\u3092\u88ab\u3089\u305b\u3066\u3044\u305f\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u3067\u3082\u3001\u5c11\u3057\u51b7\u9759\u306b\u306a\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u306e\u8a66\u9a13\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u5168\u54e1\u304c\u76ee\u6307\u3059\u3079\u304d\u30b4\u30fc\u30eb\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<h2>PDS\uff08\u30c7\u30fc\u30bf\u30fbAI\uff09\u3092\u76ee\u6307\u3059\u3079\u304d\u4eba<\/h2>\n<p>PDS\uff08\u30c7\u30fc\u30bf\u30fbAI\uff09\u306f\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3084\u57fa\u790e\u7684\u306aAI\u77e5\u8b58\u3092\u3055\u3089\u306b\u6df1\u6398\u308a\u3057\u3001\u300c\u7d44\u7e54\u306e\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u6d3b\u52d5\u3092\u652f\u3048\u308b\u57fa\u76e4\u69cb\u7bc9\u3068\u30c7\u30fc\u30bf\u6574\u5099\u300d\u3092\u62c5\u3046\u5c02\u9580\u5bb6\u5411\u3051\u306e\u8a66\u9a13\u3068\u3057\u3066\u60f3\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3064\u307e\u308a\u3001\u30c7\u30fc\u30bf\u3092\u4f7f\u3046\u5074\u304b\u3089\u300c\u30c7\u30fc\u30bf\u3092\u751f\u307f\u51fa\u3057\u3001\u7ba1\u7406\u3057\u3001\u5168\u793e\u306b\u63d0\u4f9b\u3059\u308b\u4ed5\u7d44\u307f\u3092\u4f5c\u308b\u5074\u300d\u3078\u56de\u308b\u305f\u3081\u306e\u8cc7\u683c\u3067\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u57fa\u76e4\u3084\u30c7\u30fc\u30bf\u6574\u5099\u3092\u5c02\u9580\u306b\u3057\u305f\u3044\u4eba<\/h3>\n<p>\u300c\u3046\u3061\u306e\u4f1a\u793e\u306e\u30c7\u30fc\u30bf\u3001\u306a\u3093\u3067\u3053\u3093\u306a\u306b\u3050\u3061\u3083\u3050\u3061\u3083\u306a\u3093\u3060\u2026\u2026\u3088\u3057\u3001\u4ffa\u304c\u5168\u90e8\u7dba\u9e97\u306b\u6574\u3048\u3066\u3001\u5168\u793e\u3067\u4f7f\u3048\u308b\u7d71\u5408\u30c7\u30fc\u30bf\u57fa\u76e4\u3092\u4f5c\u3063\u3066\u3084\u308b\uff01\u300d<br \/>\n\u305d\u3093\u306a\u98a8\u306b\u3001\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u69cb\u7bc9\u3084\u30ac\u30d0\u30ca\u30f3\u30b9\uff08\u7d71\u5236\uff09\u305d\u306e\u3082\u306e\u3092\u81ea\u5206\u306e\u5c02\u9580\u9818\u57df\u306b\u3057\u3066\u3044\u304d\u305f\u3044\u4eba\u3002\u3053\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u306f\u300c\u30c7\u30fc\u30bf\u30b9\u30c1\u30e5\u30ef\u30fc\u30c9\uff08\u30c7\u30fc\u30bf\u306e\u756a\u4eba\uff09\u300d\u3068\u3082\u547c\u3070\u308c\u3001\u3053\u308c\u304b\u3089\u306e\u4f01\u696d\u306b\u304a\u3044\u3066\u5727\u5012\u7684\u306b\u4e0d\u8db3\u3059\u308b\u4eba\u6750\u3067\u3059\u3002<a href=\"#\">\u30c7\u30fc\u30bf\u30b9\u30c1\u30e5\u30ef\u30fc\u30c9\u3068\u306f<\/a>\u3069\u3046\u3044\u3046\u5f79\u5272\u304b\u3092\u7406\u89e3\u3057\u3001\u305d\u3053\u3092\u30ad\u30e3\u30ea\u30a2\u306e\u4e3b\u8ef8\u306b\u3057\u305f\u3044\u306a\u3089\u3001PDS\u306f\u5f37\u529b\u306a\u6b66\u5668\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u7d44\u7e54\u5168\u4f53\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u3092\u63a8\u9032\u3057\u305f\u3044\u4eba<\/h3>\n<p>\u90e8\u7f72\u5358\u4f53\u306e\u5c0f\u3055\u306a\u30c7\u30fc\u30bf\u6d3b\u7528\u3067\u306f\u306a\u304f\u3001\u300c\u7d4c\u55b6\u4f01\u753b\u3084DX\u63a8\u9032\u5ba4\u306e\u30e1\u30f3\u30d0\u30fc\u3068\u3057\u3066\u3001\u5168\u793e\u6a2a\u65ad\u306eAI\u5c0e\u5165\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u30ea\u30fc\u30c9\u3059\u308b\u300d\u3088\u3046\u306a\u7acb\u5834\u306e\u4eba\u3002<br \/>\n\u30d9\u30f3\u30c0\u30fc\u306b\u4e38\u6295\u3052\u305b\u305a\u3001\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff08\u69cb\u9020\uff09\u3084AI\u306e\u6280\u8853\u8981\u4ef6\u3092\u7406\u89e3\u3057\u305f\u4e0a\u3067\u3001\u9ad8\u5ea6\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u4e0b\u3059\u529b\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<a href=\"#\">AI\u30fb\u30c7\u30fc\u30bf\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u6d3b\u304b\u305b\u308b\u8cc7\u683c<\/a>\u3068\u3057\u3066\u3001\u7d44\u7e54\u3092\u52d5\u304b\u3059\u30dd\u30b8\u30b7\u30e7\u30f3\u306e\u4eba\u306b\u306f\u975e\u5e38\u306b\u76f8\u6027\u304c\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<h3>CRM\u3084\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u304b\u3089\u5c02\u9580\u6027\u3092\u5e83\u3052\u305f\u3044\u4eba<\/h3>\n<p>\u6700\u521d\u306fCRM\u62c5\u5f53\u3068\u3057\u3066SQL\u3092\u53e9\u304d\u3001\u9867\u5ba2\u30c7\u30fc\u30bf\u3092\u3044\u3058\u3063\u3066\u3044\u305f\u3002\u305d\u3053\u304b\u3089\u300c\u3082\u3063\u3068\u9ad8\u5ea6\u306a\u5206\u6790\u57fa\u76e4\u3092\u81ea\u5206\u3067\u8a2d\u8a08\u3057\u305f\u3044\u300d\u300c\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u306b\u7d44\u307f\u8fbc\u307f\u305f\u3044\u300d\u3068\u3001\u6280\u8853\u5074\u3078\u30ad\u30e3\u30ea\u30a2\u306e\u5e45\u3092\u5e83\u3052\u3066\u3044\u304d\u305f\u3044\u4eba\u3002<br \/>\n\u696d\u52d9\u30c9\u30e1\u30a4\u30f3\uff08\u73fe\u5834\u306e\u77e5\u8b58\uff09\u3092\u6301\u3063\u3066\u3044\u308b\u4eba\u304c\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u5c02\u9580\u6027\u3092\u8eab\u306b\u3064\u3051\u308b\u3068\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u5c02\u696d\u306e\u4eba\u306b\u306f\u306a\u3044\u300c\u30d3\u30b8\u30cd\u30b9\u306b\u76f4\u7d50\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u300d\u3092\u4f5c\u308c\u308b\u305f\u3081\u3001\u5e02\u5834\u4fa1\u5024\u306f\u8df3\u306d\u4e0a\u304c\u308a\u307e\u3059\u3002\u3053\u306e\u30eb\u30fc\u30c8\u3092\u4f53\u7cfb\u7684\u306b\u5b66\u3076\u305f\u3081\u306e<a href=\"#\">PDS\uff08\u30c7\u30fc\u30bf\u30fbAI\uff09\u8a66\u9a13\u306e\u89e3\u8aac<\/a>\u306f\u3001\u4eca\u5f8c\u516c\u958b\u3055\u308c\u308b\u516c\u5f0f\u60c5\u5831\u3092\u6ce8\u8996\u3057\u3066\u304a\u304f\u3079\u304d\u3067\u3059\u3002<\/p>\n<h3>\u5168\u54e1\u304cPDS\u307e\u3067\u9032\u3080\u5fc5\u8981\u306f\u306a\u3044<\/h3>\n<p>\u3068\u306f\u3044\u3048\u3001\u3042\u3048\u3066\u53b3\u3057\u3044\u3053\u3068\u3092\u8a00\u3044\u307e\u3059\u3002<br \/>\n\u300c\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u4f01\u753b\u3092\u8003\u3048\u308b\u306e\u304c\u597d\u304d\u300d\u300c\u4eca\u306e\u55b6\u696d\u4f01\u753b\u306e\u4ed5\u4e8b\u306e\u5ef6\u9577\u3067\u3001\u3082\u3046\u5c11\u3057\u30c7\u30fc\u30bf\u306b\u5f37\u304f\u306a\u308a\u305f\u3044\u300d\u3068\u3044\u3046\u30ec\u30d9\u30eb\u306a\u3089\u3001PDS\u307e\u3067\u9032\u3080\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u8a66\u9a13\u3068SQL\u306e\u57fa\u790e\u3001\u305d\u3057\u3066G\u691c\u5b9a\u306e\u77e5\u8b58\u304c\u3042\u308c\u3070\u304a\u91e3\u308a\u304c\u304d\u307e\u3059\u3002<\/p>\n<p>\u306a\u304a\u30012026\u5e748\u6708\u73fe\u5728\u3001\u3053\u306ePDS\uff08\u30c7\u30fc\u30bf\u30fbAI\uff09\u8a66\u9a13\u306e\u30b7\u30e9\u30d0\u30b9\u6848\u3084\u5177\u4f53\u7684\u306a\u51fa\u984c\u7bc4\u56f2\u306f\u6e96\u5099\u4e2d\u30fb\u672a\u78ba\u5b9a\u306e\u6bb5\u968e\u3067\u3059\u3002\u63a8\u6e2c\u3067\u300c\u3053\u3093\u306a\u554f\u984c\u304c\u51fa\u308b\u300d\u3068\u306f\u65ad\u8a00\u3067\u304d\u307e\u305b\u3093\u3002\u307e\u305a\u306f\u76ee\u306e\u524d\u306e\u5b9f\u52d9\u3068\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u57fa\u790e\u3092\u56fa\u3081\u3064\u3064\u3001IPA\u304b\u3089\u306e\u6b63\u5f0f\u767a\u8868\uff082027\u5e74\u5ea6\u4ee5\u964d\u306e\u5b9f\u65bd\u4e88\u5b9a\uff09\u3092\u5f85\u3064\u306e\u304c\u6700\u3082\u8ce2\u3044\u7acb\u3061\u56de\u308a\u3067\u3059\u3002<\/p>\n<h2>\u8cc7\u683c\u52c9\u5f37\u3092\u4ed5\u4e8b\u3078\u3064\u306a\u3052\u308b\u65b9\u6cd5<\/h2>\n<p>\u300c\u3088\u3057\u3001\u901a\u52e4\u6642\u9593\u306e3\u6642\u9593\u3092\u4f7f\u3063\u3066\u52c9\u5f37\u3059\u308b\u305e\uff01\u300d\u3068\u610f\u6c17\u8fbc\u3080\u306e\u306f\u7d20\u6674\u3089\u3057\u3044\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u3067\u3082\u3001\u6b8b\u9177\u306a\u73fe\u5b9f\u3092\u4e00\u3064\u3002<br \/>\n\u96fb\u8eca\u306e\u4e2d\u3067\u53c2\u8003\u66f8\u3092\u4f55\u5468\u8aad\u3093\u3067\u3082\u3001\u8cc7\u683c\u306e\u5408\u683c\u8a3c\u66f8\u3092\u58c1\u306b\u98fe\u3063\u3066\u3082\u3001\u305d\u308c\u3060\u3051\u3067\u306f\u7d66\u6599\u306f1\u5186\u3082\u4e0a\u304c\u308a\u307e\u305b\u3093\u3057\u3001\u5e0c\u671b\u306e\u90e8\u7f72\u3078\u7570\u52d5\u3067\u304d\u308b\u308f\u3051\u3067\u3082\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u8cc7\u683c\u30de\u30cb\u30a2\u306b\u306a\u308a\u304b\u3051\u3066\u3044\u305f\u79c1\u304c\u8eab\u3092\u3082\u3063\u3066\u5b66\u3093\u3060\u306e\u306f\u3001\u77e5\u8b58\u306f\u300c\u660e\u65e5\u306e\u696d\u52d9\u300d\u306b\u5f37\u5236\u7684\u306b\u7d50\u3073\u3064\u3051\u306a\u3044\u3068\u8150\u3063\u3066\u3044\u304f\u3001\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u306e\u8a31\u53ef\u306a\u3093\u3066\u3044\u308a\u307e\u305b\u3093\u3002\u660e\u65e5\u304b\u3089\u81ea\u5206\u306e\u30c7\u30b9\u30af\u3067\u3001\u30b3\u30c3\u30bd\u30ea\u59cb\u3081\u3089\u308c\u308b\u6ce5\u81ed\u3044\u5b9f\u8df5\u30b9\u30c6\u30c3\u30d7\u3092\u304a\u4f1d\u3048\u3057\u307e\u3059\u3002<\/p>\n<h3>\u73fe\u5728\u4f7f\u3063\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u68da\u5378\u3057\u3059\u308b<\/h3>\n<p>\u307e\u305a\u306f\u3001\u81ea\u5206\u304c\u666e\u6bb5\u30a8\u30af\u30bb\u30eb\u3084\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3067\u6271\u3063\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u300c\u68da\u5378\u3057\u300d\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n\u9867\u5ba2\u30ea\u30b9\u30c8\u3001\u58f2\u4e0a\u96c6\u8a08\u8868\u3001\u30a2\u30af\u30bb\u30b9\u30ed\u30b0\u2026\u2026\u3002\u3053\u308c\u3089\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u3001\u300c\u3053\u306e\u30c7\u30fc\u30bf\u306f\u8ab0\u304c\u5165\u529b\u3057\u3066\u3044\u3066\u3001\u3069\u3053\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u304d\u305f\u3082\u306e\u304b\u300d\u3092\u66f8\u304d\u51fa\u3059\u3093\u3067\u3059\u3002<br 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\/>\n\u300c\u5148\u6708\u3001\u5546\u54c1A\u3068\u5546\u54c1B\u3092\u4e21\u65b9\u8cb7\u3063\u305f30\u4ee3\u306e\u30ea\u30b9\u30c8\u3092\u51fa\u3057\u3066\u300d\u7a0b\u5ea6\u306e\u3001\u7c21\u5358\u306a\u62bd\u51fa\u3067\u69cb\u3044\u307e\u305b\u3093\u3002\u7121\u6599\u306eBI\u30c4\u30fc\u30eb\uff08Looker Studio\u306a\u3069\uff09\u3092\u81ea\u5206\u306ePC\u306b\u5165\u308c\u3066\u3001\u624b\u5143\u306eCSV\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u307e\u305b\u3066\u30b0\u30e9\u30d5\u5316\u3057\u3066\u307f\u308b\u306e\u3082\u6700\u9ad8\u306e\u5b9f\u8df5\u3067\u3059\u3002<br \/>\n\u300c\u30c7\u30fc\u30bf\u3092\u81ea\u5206\u306e\u601d\u3044\u901a\u308a\u306b\u52d5\u304b\u305b\u305f\uff01\u300d\u3068\u3044\u3046\u5c0f\u3055\u306a\u6210\u529f\u4f53\u9a13\u304c\u3001\u673a\u4e0a\u306e\u7a7a\u8ad6\u3092<a href=\"#\">CRM\u30fb\u30c7\u30fc\u30bf\u6d3b\u7528\u3067\u6d3b\u304b\u305b\u308b\u8cc7\u683c<\/a>\u3068\u3057\u3066\u306e\u5b9f\u529b\u306b\u5909\u3048\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<h3>\u300c\u8cc7\u683c\u00d7\u73fe\u8077\u300d\u3067\u5c02\u9580\u6027\u3092\u4f5c\u308b<\/h3>\n<p>\u300c\u672a\u7d4c\u9a13\u304b\u3089\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3078\u8ee2\u8077\uff01\u300d\u3068\u3044\u3046\u30ad\u30e9\u30ad\u30e9\u3057\u305f\u5e83\u544a\u306b\u306f\u3001\u3082\u3046\u60d1\u308f\u3055\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u79c1\u305f\u3061\u306e\u3088\u3046\u306a30\u4ee3\u30fb40\u4ee3\u306e\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u5e02\u5834\u4fa1\u5024\u3092\u4e0a\u3052\u308b\u6700\u9069\u89e3\u306f\u3001\u300c\u30bc\u30ed\u304b\u3089\u306e\u30b8\u30e7\u30d6\u30c1\u30a7\u30f3\u30b8\u300d\u3067\u306f\u306a\u304f\u3001\u300c\u639b\u3051\u7b97\u300d\u3067\u3059\u3002<br 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\/>\n\u79c1\u305f\u3061\u304c\u76ee\u6307\u3059\u306e\u306f\u300cAI\u306e\u8907\u96d1\u306a\u6570\u5f0f\u30e2\u30c7\u30eb\u3092\u30a4\u30c1\u304b\u3089\u4f5c\u308b\u7814\u7a76\u8005\u300d\u3067\u306f\u306a\u304f\u3001\u300cAI\u3092\u30d3\u30b8\u30cd\u30b9\u306e\u73fe\u5834\u3067\u5b89\u5168\u306b\u4f7f\u3046\u305f\u3081\u306e\u6e96\u5099\u3092\u3059\u308b\u4eba\u300d\u3067\u3059\u3002\u8db3\u3057\u7b97\u3001\u5f15\u304d\u7b97\u3001\u5e73\u5747\u5024\u3001\u3042\u3068\u306f\u300c\u76f8\u95a2\u95a2\u4fc2\u300d\u306e\u3088\u3046\u306a\u6982\u5ff5\u304c\u5206\u304b\u3063\u3066\u3044\u308c\u3070\u3001\u73fe\u5834\u306e\u4ed5\u4e8b\u306f\u5341\u5206\u306b\u56de\u308a\u307e\u3059\u3002\u6570\u5b66\u306e\u58c1\u306b\u30d3\u30d3\u3063\u3066\u8ae6\u3081\u308b\u306e\u306f\u3001\u672c\u5f53\u306b\u3082\u3063\u305f\u3044\u306a\u3044\u3002<\/p>\n<h3>SQL\u3068G\u691c\u5b9a\u306f\u3069\u3061\u3089\u304b\u3089\u59cb\u3081\u308b\u3079\u304d\u3067\u3059\u304b\uff1f<\/h3>\n<p>\u300c\u4eca\u306e\u3042\u306a\u305f\u306e\u696d\u52d9\u3067\u3001\u4e00\u756a\u30b9\u30c8\u30ec\u30b9\u3092\u611f\u3058\u3066\u3044\u308b\u306e\u306f\u3069\u3063\u3061\uff1f\u300d\u3067\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n\u300c\u30b7\u30b9\u30c6\u30e0\u90e8\u3078\u306e\u30c7\u30fc\u30bf\u62bd\u51fa\u4f9d\u983c\u304c\u9045\u304f\u3066\u30a4\u30e9\u30a4\u30e9\u3059\u308b\u300d\u306a\u3089SQL\u304b\u3089\u3002\u300c\u4e0a\u53f8\u304b\u3089\u300e\u3046\u3061\u3082ChatGPT\u3067\u306a\u3093\u304b\u3084\u308c\u300f\u3068\u7121\u8336\u632f\u308a\u3055\u308c\u3066\u56f0\u3063\u3066\u3044\u308b\u300d\u306a\u3089G\u691c\u5b9a\u304b\u3089\u3002\u4eca\u306e\u75db\u307f\u3092\u89e3\u6c7a\u3059\u308b\u65b9\u304b\u3089\u5b66\u3076\u306e\u304c\u3001\u5927\u4eba\u306e\u52c9\u5f37\u3067\u632b\u6298\u3057\u306a\u3044\u30b3\u30c4\u3067\u3059\u3002<\/p>\n<h3>Python\u306f\u5fc5\u305a\u5b66\u3070\u306a\u3051\u308c\u3070\u3044\u3051\u307e\u305b\u3093\u304b\uff1f<\/h3>\n<p>\u7d76\u5bfe\u306b\u5fc5\u9808\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3080\u3057\u308d\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u4e2d\u9014\u534a\u7aef\u306b\u624b\u3092\u51fa\u3059\u3068\u3001\u30a8\u30e9\u30fc\u753b\u9762\u3068\u7768\u307f\u5408\u3063\u3066\u6642\u9593\u3060\u3051\u304c\u6eb6\u3051\u3066\u3044\u304d\u307e\u3059\u3002<br \/>\n\u3044\u307e\u306f\u512a\u79c0\u306aBI\u30c4\u30fc\u30eb\u3084Excel\u3001\u3055\u3089\u306b\u306f\u751f\u6210AI\u304c\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u4ee3\u884c\u3057\u3066\u304f\u308c\u308b\u6642\u4ee3\u3002\u3069\u3046\u3057\u3066\u3082\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3067\u81ea\u52d5\u5316\u3057\u305f\u3044\u696d\u52d9\u304c\u51fa\u3066\u304d\u3066\u304b\u3089\u5b66\u3076\u306e\u3067\u5341\u5206\u3067\u3059\u3002\u307e\u305a\u306f\u81ea\u5206\u306e\u73fe\u5728\u5730\u3092\u77e5\u308b\u305f\u3081\u306b\u3001<a href=\"#\">\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051IT\u8cc7\u683c\u30ed\u30fc\u30c9\u30de\u30c3\u30d7<\/a>\u306a\u3069\u3092\u8997\u3044\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u8a66\u9a13\u306e\u958b\u59cb\u307e\u3067\u5f85\u3064\u3079\u304d\u3067\u3059\u304b\uff1f<\/h3>\n<p>2027\u5e74\u5ea6\u306e\u958b\u59cb\uff08\u4e88\u5b9a\uff09\u3092\u5f85\u3064\u5fc5\u8981\u306f1\u30df\u30ea\u3082\u3042\u308a\u307e\u305b\u3093\u3002<br \/>\n\u8cc7\u683c\u8a66\u9a13\u304c\u306a\u304f\u3066\u3082\u3001\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3059\u308b\u6ce5\u81ed\u3044\u4f5c\u696d\u306f\u660e\u65e5\u304b\u3089\u3067\u3082\u59cb\u3081\u3089\u308c\u307e\u3059\u3002\u300c\u30de\u30b9\u30bf\u30fc\u30c7\u30fc\u30bf\u300d\u3084\u300c\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u300d\u3001\u3042\u308b\u3044\u306f<a href=\"#\">\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u306f<\/a>\u4f55\u304b\u3068\u3044\u3063\u305f\u57fa\u790e\u6982\u5ff5\u306f\u3001\u672c\u3092\u4e00\u518a\u8aad\u3080\u3060\u3051\u3067\u3082\u3059\u3050\u306b\u4eca\u306e\u5b9f\u52d9\u3078\u76f4\u7d50\u3059\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n<h3>G\u691c\u5b9a\u3060\u3051\u3067AI\u95a2\u9023\u306e\u4ed5\u4e8b\u3078\u8ee2\u8077\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n<p>\u53b3\u3057\u3044\u3053\u3068\u3092\u8a00\u3044\u307e\u3059\u304c\u3001G\u691c\u5b9a\u306e\u5408\u683c\u8a3c\u66f8\u3060\u3051\u3067\u300cAI\u4eba\u6750\u3068\u3057\u3066\u9ad8\u5e74\u53ce\u3067\u8ee2\u8077\uff01\u300d\u306a\u3093\u3066\u7518\u3044\u8a71\u306f\u3042\u308a\u307e\u305b\u3093\u3002<br \/>\n\u3042\u304f\u307e\u3067\u300cAI\u306e\u57fa\u790e\u7528\u8a9e\u3068\u30ea\u30b9\u30af\u3092\u77e5\u3063\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u8a3c\u660e\u3002\u8ee2\u8077\u5e02\u5834\u3067\u672c\u5f53\u306b\u8a55\u4fa1\u3055\u308c\u308b\u306e\u306f\u3001\u305d\u306e\u77e5\u8b58\u3092\u300c\u73fe\u8077\u306e\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3084\u4f01\u753b\u306e\u4ed5\u4e8b\u3067\u3069\u3046\u6d3b\u304b\u3057\u3066\u3001\u3069\u3093\u306a\u8ab2\u984c\u3092\u89e3\u6c7a\u3057\u305f\u304b\u300d\u3068\u3044\u3046\u639b\u3051\u7b97\u306e\u5b9f\u7e3e\u3067\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u8a66\u9a13\u3082\u76ee\u6307\u3059\u3079\u304d\u3067\u3059\u304b\uff1f<\/h3>\n<p>\u6211\u3005\u306e\u3088\u3046\u306a\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306f\u3001\u5b8c\u5168\u306b\u30aa\u30fc\u30d0\u30fc\u30b9\u30da\u30c3\u30af\u3067\u3059\u3002<br \/>\n\u3042\u308c\u306f\u300c\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b7\u30b9\u30c6\u30e0\u3092\u30bc\u30ed\u304b\u3089\u8a2d\u8a08\u30fb\u69cb\u7bc9\u30fb\u4fdd\u5b88\u3059\u308b\u300d\u30b4\u30ea\u30b4\u30ea\u306eIT\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u8a66\u9a13\u3002<a href=\"#\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u8a66\u9a13\u306e\u89e3\u8aac<\/a>\u3092\u898b\u308c\u3070\u5206\u304b\u308a\u307e\u3059\u304c\u3001\u30d3\u30b8\u30cd\u30b9\u5074\u3067\u30c7\u30fc\u30bf\u3092\u5229\u7528\u30fb\u7ba1\u7406\u3059\u308b\u5f79\u5272\u306e\u79c1\u305f\u3061\u304c\u3001\u3042\u305d\u3053\u307e\u3067\u6df1\u3044\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u306e\u77e5\u8b58\u3092\u8ffd\u3046\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<h3>PDS\uff08\u30c7\u30fc\u30bf\u30fbAI\uff09\u306f\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3082\u53d7\u9a13\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n<p>\u30d3\u30b8\u30cd\u30b9\u90e8\u9580\u3067\u30c7\u30fc\u30bf\u6d3b\u7528\u3092\u63a8\u9032\u3057\u3066\u3044\u308b\u4eba\u306a\u3089\u3001\u5341\u5206\u306b\u30bf\u30fc\u30b2\u30c3\u30c8\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\u305f\u3060\u3001<a 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