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class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u5206\u6790<\/h3>\n\n<p>\u7d71\u8a08\u7684\u624b\u6cd5\u3068\u5206\u6790\u30c6\u30af\u30cb\u30c3\u30af\u3092\u5fdc\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3068\u89e3\u91c8\u3092\u884c\u3046\u3002\u3053\u308c\u306b\u306f\u3001\u8a18\u8ff0\u7d71\u8a08\u306e\u4f5c\u6210\u3001\u50be\u5411\u306e\u7279\u5b9a\u3001\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5b9f\u884c\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u610f\u5473\u306e\u3042\u308b\u6d1e\u5bdf\u3092\u62bd\u51fa\u3057\u3001\u7279\u5b9a\u306e\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u7591\u554f\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002  <\/p>\n\n<h3 class=\"wp-block-heading\">\u5831\u544a\u3059\u308b<\/h3>\n\n<p>\u5206\u6790\u7d50\u679c\u3092\u95a2\u4fc2\u8005\u5411\u3051\u306e\u30ec\u30dd\u30fc\u30c8\u3084\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u307e\u3068\u3081\u3001\u5206\u6790\u306b\u57fa\u3065\u304f\u91cd\u8981\u306a\u6d1e\u5bdf\u3084\u63a8\u5968\u4e8b\u9805\u3092\u5f37\u8abf\u3059\u308b\u3002\u52b9\u679c\u7684\u306a\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3092\u5b9f\u884c\u53ef\u80fd\u306a\u63d0\u8a00\u306b\u5909\u63db\u3057\u3001\u91cd\u8981\u306a\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u652f\u63f4\u3059\u308b\u3002 <\/p>\n\n<h3 class=\"wp-block-heading\">\u554f\u984c\u89e3\u6c7a<\/h3>\n\n<p>\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3066\u7279\u5b9a\u306e\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u7591\u554f\u3084\u8ab2\u984c\u306b\u5bfe\u51e6\u3057\u3001\u91cd\u8981\u306a\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u4fc3\u9032\u3059\u308b\u305f\u3081\u306e\u5b9f\u7528\u7684\u306a\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3059\u308b\u3002\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u3068\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3001\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3066\u554f\u984c\u3092\u89e3\u6c7a\u3057\u3001\u89e3\u6c7a\u7b56\u3092\u660e\u3089\u304b\u306b\u3057\u3001\u6226\u7565\u7684\u8a08\u753b\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002 <\/p>\n\n<h3 class=\"wp-block-heading\">\u30c4\u30fc\u30eb\u5229\u7528<\/h3>\n\n<p>\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u3084\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\uff08Microsoft Excel\u3001SQL\u3001Python\u3001R\u3001Tableau\u306a\u3069\uff09\u3092\u6d3b\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3092\u4f5c\u6210\u3059\u308b\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u3044\u3053\u306a\u3059\u3053\u3068\u306f\u3001\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u304b\u3064\u52b9\u679c\u7684\u306b\u5206\u6790\u30fb\u89e3\u91c8\u3059\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002 <\/p>\n\n<p>\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u3001Microsoft Excel\u3001SQL\u3001Python\u3001R\u3001\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\uff08Tableau\u306a\u3069\uff09\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u3084\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u99c6\u4f7f\u3057\u3066\u52b9\u7387\u7684\u306b\u696d\u52d9\u3092\u9042\u884c\u3059\u308b\u3002\u5f7c\u3089\u306e\u4ed5\u4e8b\u306f\u3001\u30c7\u30fc\u30bf\u4e3b\u5c0e\u306e\u610f\u601d\u6c7a\u5b9a\u3068\u5168\u4f53\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5411\u4e0a\u306b\u304a\u3044\u3066\u7d44\u7e54\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u4e0a\u3067\u6975\u3081\u3066\u91cd\u8981\u3067\u3059\u3002 <\/p>\n\n<h2 class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306b\u306a\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30b9\u30ad\u30eb<\/h2>\n\n<p>\u52b9\u679c\u7684\u306a\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306b\u306a\u308b\u305f\u3081\u306b\u306f\u3001\u8eab\u306b\u3064\u3051\u308b\u3079\u304d\u5fc5\u9808\u30b9\u30ad\u30eb\u304c\u3044\u304f\u3064\u304b\u3042\u308b\uff1a<\/p>\n\n<ul>\n<li><strong>\u7d71\u8a08\u5206\u6790\uff1a <\/strong>\u7d71\u8a08\u7684\u624b\u6cd5\u3068\u30c6\u30af\u30cb\u30c3\u30af\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u3001\u30c7\u30fc\u30bf\u3092\u89e3\u91c8\u3057\u3001\u50be\u5411\u3092\u7279\u5b9a\u3059\u308b\u4e0a\u3067\u6975\u3081\u3066\u91cd\u8981\u3067\u3042\u308b\u3002<\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u64cd\u4f5c\uff1a <\/strong>Excel\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3084Python\u3001R\u306a\u3069\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u305f\u30c7\u30fc\u30bf\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3084\u6e96\u5099\u306b\u7fd2\u719f\u3057\u3066\u3044\u308b\u3053\u3068\u3002<\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\uff1a <\/strong>Tableau\u3001Power BI\u3001Matplotlib\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u3001\u660e\u78ba\u3067\u60c5\u5831\u91cf\u306e\u591a\u3044\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u3001\u30c7\u30fc\u30bf\u306e\u6d1e\u5bdf\u3092<strong>\u52b9\u679c\u7684\u306b<\/strong>\u63d0\u793a\u3059\u308b\u80fd\u529b<strong>\u3002<\/strong><\/li>\n\n\n\n<li><strong>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\uff1a <\/strong>\u30c7\u30fc\u30bf\u64cd\u4f5c\u3001\u5206\u6790\u3001\u81ea\u52d5\u5316\u306e\u305f\u3081\u306ePython\u3084R\u306a\u3069\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u77e5\u8b58\u3002<\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\uff1a <\/strong>\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30af\u30a8\u30ea\u304a\u3088\u3073\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u305f\u3081\u306eSQL\u306b\u7cbe\u901a\u3057\u3066\u3044\u308b\u3053\u3068\u3002<\/li>\n\n\n\n<li><strong>\u30a8\u30af\u30bb\u30eb\u306e\u7fd2\u719f\u5ea6\uff1a <\/strong>\u95a2\u6570\u3001\u30d4\u30dc\u30c3\u30c8\u30c6\u30fc\u30d6\u30eb\u3001\u30de\u30af\u30ed\u306a\u3069\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30a8\u30af\u30bb\u30eb\u306e\u9ad8\u5ea6\u306a\u30b9\u30ad\u30eb\u3002<\/li>\n\n\n\n<li><strong>\u554f\u984c\u89e3\u6c7a\u80fd\u529b\uff1a <\/strong>\u8907\u96d1\u306a\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u7591\u554f\u3084\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u5206\u6790\u529b\u3068\u554f\u984c\u89e3\u6c7a\u80fd\u529b\u3002<\/li>\n\n\n\n<li><strong>\u7d30\u90e8\u3078\u306e\u3053\u3060\u308f\u308a\uff1a <\/strong>\u4fe1\u983c\u3067\u304d\u308b\u5206\u6790\u7d50\u679c\u3092\u78ba\u5b9f\u306b\u3059\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306e\u6b63\u78ba\u6027\u3068\u5b8c\u5168\u6027\u306b\u7d30\u5fc3\u306e\u6ce8\u610f\u3092\u6255\u3046\u3053\u3068\u3002<\/li>\n<\/ul>\n\n<p>\u3053\u308c\u3089\u306e\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u3068\u3057\u3066\u512a\u308c\u305f\u80fd\u529b\u3092\u767a\u63ee\u3057\u3001\u7d44\u7e54\u306b\u4fa1\u5024\u3042\u308b\u6d1e\u5bdf\u3092\u3082\u305f\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<h2 class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306b\u5fc5\u8981\u306a\u30c4\u30fc\u30eb\u3068\u306f\uff1f<\/h2>\n\n<p>\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306b\u3068\u3063\u3066\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u69d8\u3005\u306a\u5074\u9762\u3092\u52b9\u679c\u7684\u306b\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u30c4\u30fc\u30eb\u304c\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002\u3053\u3053\u3067\u306f\u3044\u304f\u3064\u304b\u306e\u57fa\u672c\u7684\u306a\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3059\u308b\uff1a <\/p>\n\n<h3 class=\"wp-block-heading\">1.\u30c7\u30fc\u30bf\u5206\u6790\u3068\u64cd\u4f5c<\/h3>\n\n<ul>\n<li><strong>\u30a8\u30af\u30bb\u30eb<\/strong>\u30a8\u30af\u30bb\u30eb\u306f\u3001\u6570\u5f0f\u3001\u30d4\u30dc\u30c3\u30c8\u30c6\u30fc\u30d6\u30eb\u3001\u30c1\u30e3\u30fc\u30c8\u306b\u3088\u308b\u30c7\u30fc\u30bf\u64cd\u4f5c\u3001\u5206\u6790\u3001\u8996\u899a\u5316\u306e\u4f7f\u3044\u3084\u3059\u3055\u304b\u3089\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li><strong>SQL\uff1a<\/strong>\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u7167\u4f1a\u30fb\u7ba1\u7406\u3057\u3001\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u30fb\u64cd\u4f5c\u3059\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u3002<\/li>\n\n\n\n<li><strong>Python\uff1a<\/strong>Pandas\u3001NumPy\u3001SciPy\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3084\u64cd\u4f5c\u306e\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u5099\u3048\u305f\u6c4e\u7528\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3002<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">2.\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/h3>\n\n<ul>\n<li><strong>Tableau\uff1a<\/strong>\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u5171\u6709\u53ef\u80fd\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u306a\u30c4\u30fc\u30eb\u3002<\/li>\n\n\n\n<li><strong>Power BI:<\/strong>\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u306e\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u304a\u3088\u3073\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u7528\u30c4\u30fc\u30eb\u3067\u3001\u4ed6\u306e\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u88fd\u54c1\u3068\u7d71\u5408\u3067\u304d\u308b\u3002<\/li>\n\n\n\n<li><strong>Matplotlib\u3068Seaborn\uff1a <\/strong>\u9759\u7684\u3001\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308bPython\u30e9\u30a4\u30d6\u30e9\u30ea\u3002<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">3.\u30c7\u30fc\u30bf\u7ba1\u7406\u3068\u4fdd\u7ba1<\/h3>\n\n<ul>\n<li><strong>SQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff1a<\/strong>MySQL\u3001PostgreSQL\u3001Microsoft SQL Server\u306f\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u7ba1\u7406\u3068\u30af\u30a8\u30ea\u306b\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>NoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff1a <\/strong>MongoDB\u3084Cassandra\u306e\u3088\u3046\u306b\u3001\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3084\u534a\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u6271\u3046\u3002<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">4.\u7d71\u8a08\u5206\u6790<\/h3>\n\n<ul>\n<li><strong>SPSS\uff1a<\/strong>\u30c7\u30fc\u30bf\u7ba1\u7406\u3084\u9ad8\u5ea6\u306a\u7d71\u8a08\u5206\u6790\u306b\u4f7f\u7528\u3055\u308c\u308b\u7d71\u8a08\u30bd\u30d5\u30c8\u3002<\/li>\n\n\n\n<li><strong>SAS\uff1a<\/strong>\u9ad8\u5ea6\u306a\u5206\u6790\u3001\u591a\u5909\u91cf\u89e3\u6790\u3001\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u306b\u4f7f\u7528\u3055\u308c\u308b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3002<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">5.\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\uff08BI\uff09<\/h3>\n\n<ul>\n<li><strong>Looker<\/strong>\u30c7\u30fc\u30bf\u63a2\u7d22\u3068\u8996\u899a\u5316\u306e\u305f\u3081\u306eBI\u30c4\u30fc\u30eb\u3002<\/li>\n\n\n\n<li><strong>QlikView\/Qlik Sense: <\/strong>\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30c7\u30fc\u30bf\u63a2\u7d22\u3068\u8996\u899a\u5316\u306e\u305f\u3081\u306eBI\u30c4\u30fc\u30eb\u3002<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">6.\u305d\u306e\u4ed6\u306e\u4fbf\u5229\u306a\u30c4\u30fc\u30eb<\/h3>\n\n<ul>\n<li><strong>Git\/GitHub\uff1a <\/strong>\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3001\u30b3\u30fc\u30c9\u3084\u5206\u6790\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u7528\u3002<\/li>\n\n\n\n<li><strong>Apache Hadoop\uff1a <\/strong>\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u4f7f\u7528\u3055\u308c\u308b\u3002<\/li>\n\n\n\n<li><strong>QuestionPro\u30ea\u30b5\u30fc\u30c1\u30b9\u30a4\u30fc\u30c8\uff1a<\/strong>\u30a2\u30f3\u30b1\u30fc\u30c8\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u3001\u5206\u6790\u306e\u305f\u3081\u306e\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3067\u3001\u9867\u5ba2\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3084\u5e02\u5834\u8abf\u67fb\u306b\u95a2\u3059\u308b\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n<p>\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u3044\u3053\u306a\u3059\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u7ba1\u7406\u3001\u5206\u6790\u3001\u53ef\u8996\u5316\u3057\u3001\u5b9f\u7528\u7684\u306a\u6d1e\u5bdf\u3092\u5c0e\u304d\u51fa\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n<h2 class=\"wp-block-heading\">\u30ea\u30fc\u30c0\u30fc\u30b7\u30c3\u30d7\u306e\u3042\u308b\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306b\u306a\u308b\u306b\u306f\uff1f<\/h2>\n\n<p>\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306b\u306a\u308b\u306b\u306f\u3001\u6559\u80b2\u3001\u30b9\u30ad\u30eb\u958b\u767a\u3001\u5b9f\u52d9\u7d4c\u9a13\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u30b9\u30c6\u30c3\u30d7\u30fb\u30d0\u30a4\u30fb\u30b9\u30c6\u30c3\u30d7\u306e\u30ac\u30a4\u30c9\u3092\u7d39\u4ecb\u3057\u307e\u3059\uff1a <\/p>\n\n<ol>\n<li><strong>\u5b66\u6b74\uff1a<\/strong>\u95a2\u9023\u3059\u308b\u5b66\u58eb\u53f7\uff08\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3001\u7d71\u8a08\u5b66\u306a\u3069\uff09\u3092\u53d6\u5f97\u3057\u3001\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u8a8d\u5b9a\u306a\u3069\u306e\u8cc7\u683c\u3092\u691c\u8a0e\u3059\u308b\uff1aMicrosoft Certified: Data Analyst Associate\u3084Google Data Analytics Professional Certificate\u306a\u3069\u306e\u8cc7\u683c\u3092\u691c\u8a0e\u3059\u308b\u3002<\/li>\n\n\n\n<li><strong>\u30b9\u30ad\u30eb\u958b\u767a\uff1a<\/strong>\u7d71\u8a08\u5206\u6790\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\uff08Python\u307e\u305f\u306fR\uff09\u3001\u30c7\u30fc\u30bf\u64cd\u4f5c\uff08Excel\u3001SQL\uff09\u3001\u30c7\u30fc\u30bf\u53ef\u8996\u5316\uff08Tableau\u3001Power BI\uff09\u3092\u5b66\u3076\u3002<\/li>\n\n\n\n<li><strong>\u5b9f\u52d9\u7d4c\u9a13\uff1a <\/strong>\u30a4\u30f3\u30bf\u30fc\u30f3\u30b7\u30c3\u30d7\u3001\u500b\u4eba\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306a\u3069\u3092\u901a\u3058\u3066\u5b9f\u52d9\u7d4c\u9a13\u3092\u7a4d\u3080\u3002<\/li>\n\n\n\n<li><strong>\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306e\u69cb\u7bc9\uff1a <\/strong>\u81ea\u5206\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u7d39\u4ecb\u3059\u308b\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3092\u4f5c\u6210\u3057\u3001GitHub\u3092\u4f7f\u3063\u3066\u4f5c\u54c1\u3092\u5171\u6709\u3059\u308b\u3002<\/li>\n\n\n\n<li><strong>\u30cd\u30c3\u30c8\u30ef\u30fc\u30ad\u30f3\u30b0\uff1a<\/strong>\u30d7\u30ed\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u53c2\u52a0\u3057\u3001\u696d\u754c\u306e\u30a4\u30d9\u30f3\u30c8\u306b\u53c2\u52a0\u3057\u3001\u4ed6\u306e\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u3068\u3064\u306a\u304c\u308b\u3002<\/li>\n\n\n\n<li><strong>\u6c42\u4eba\u5fdc\u52df<\/strong>\u5c65\u6b74\u66f8\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3001\u95a2\u9023\u3059\u308b\u30b9\u30ad\u30eb\u3084\u7d4c\u9a13\u3092\u5f37\u8abf\u3057\u3066\u9762\u63a5\u306b\u5099\u3048\u307e\u3057\u3087\u3046\u3002<\/li>\n\n\n\n<li><strong>\u7d99\u7d9a\u7684\u306a\u5b66\u7fd2\uff1a<\/strong>\u5e38\u306b\u65b0\u3057\u3044\u30c4\u30fc\u30eb\u3092\u53d6\u308a\u5165\u308c\u3001\u5c02\u9580\u77e5\u8b58\u3092\u6df1\u3081\u308b\u305f\u3081\u306b\u4e0a\u7d1a\u30b3\u30fc\u30b9\u3084\u5b66\u4f4d\u53d6\u5f97\u3092\u691c\u8a0e\u3059\u308b\u3002<\/li>\n<\/ol>\n\n<p>\u3053\u308c\u3089\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u8e0f\u3080\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u3068\u3057\u3066\u6210\u529f\u3059\u308b\u305f\u3081\u306e\u5f37\u56fa\u306a\u57fa\u76e4\u3092\u7bc9\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<h2 class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306b\u306a\u308b\u305f\u3081\u306e\u30d2\u30f3\u30c8<\/h2>\n\n<p>\u6210\u529f\u3059\u308b\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306b\u306a\u308b\u305f\u3081\u306e\u5b9f\u8df5\u7684\u306a\u30d2\u30f3\u30c8\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u3088\u3046\uff1a<\/p>\n\n<h3 class=\"wp-block-heading\">1.\u5b9f\u52d9\u7d4c\u9a13\u3092\u7a4d\u3080<\/h3>\n\n<p><strong>\u5b9f\u969b\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u53d6\u308a\u7d44\u3080\uff1a <\/strong>\u5b66\u3093\u3060\u3053\u3068\u3092\u5fdc\u7528\u3057\u3001\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306b\u3001\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u643a\u308f\u308b\u3002\u30a4\u30f3\u30bf\u30fc\u30f3\u30b7\u30c3\u30d7\u3001\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u4ed5\u4e8b\u3001\u30dc\u30e9\u30f3\u30c6\u30a3\u30a2\u306e\u6a5f\u4f1a\u3092\u63a2\u3057\u307e\u3057\u3087\u3046\u3002 <\/p>\n\n<p><strong>\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306e\u4f5c\u6210\uff1a<\/strong>\u81ea\u5206\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u65b9\u6cd5\u8ad6\u3001\u7d50\u679c\u3092\u7d39\u4ecb\u3059\u308b\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3092\u901a\u3058\u3066\u3001\u81ea\u5206\u306e\u4ed5\u4e8b\u3092\u30a2\u30d4\u30fc\u30eb\u3059\u308b\u3002\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u304c\u6c42\u4eba\u306b\u5fdc\u52df\u3059\u308b\u969b\u306e\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u306b\u306a\u308a\u307e\u3059\u3002 <\/p>\n\n<h3 class=\"wp-block-heading\">2.\u6b63\u3057\u3044\u30c4\u30fc\u30eb\u3092\u4f7f\u3046<\/h3>\n\n<p><strong>\u30c4\u30fc\u30eb\u3092\u4f7f\u3044\u3053\u306a\u3059\uff1a<\/strong>Excel\u3001SQL\u3001Tableau\u3001Power BI\u306a\u3069\u3001\u696d\u754c\u306b\u95a2\u9023\u3059\u308b\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u3084\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u4f7f\u7528\u65b9\u6cd5\u3092\u5b66\u3076\u3002<\/p>\n\n<p><strong>\u5e38\u306b\u6700\u65b0\u60c5\u5831\u3092\uff1a <\/strong>\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3084\u30c4\u30fc\u30eb\u306f\u6025\u901f\u306b\u9032\u5316\u3059\u308b\u3002<\/p>\n\n<h3 class=\"wp-block-heading\">3.\u5206\u6790\u7684\u601d\u8003\u3092\u990a\u3046<\/h3>\n\n<p><strong>\u554f\u984c\u89e3\u6c7a\u306e\u7df4\u7fd2\uff1a<\/strong>\u5206\u6790\u529b\u3068\u6279\u5224\u7684\u601d\u8003\u529b\u3092\u990a\u3046\u3002\u69d8\u3005\u306a\u30bf\u30a4\u30d7\u306e\u30c7\u30fc\u30bf\u554f\u984c\u3092\u89e3\u304d\u3001\u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u7df4\u7fd2\u3092\u3057\u307e\u3057\u3087\u3046\u3002 <\/p>\n\n<p><strong>\u524d\u63d0\u3092\u7591\u3046\uff1a<\/strong>\u5206\u6790\u306e\u59a5\u5f53\u6027\u3068\u4fe1\u983c\u6027\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u3001\u597d\u5947\u5fc3\u3092\u6301\u3061\u3001\u4eee\u5b9a\u3092\u7591\u3046\u3053\u3068\u3002<\/p>\n\n<h3 class=\"wp-block-heading\">4.\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u80fd\u529b\u306e\u5411\u4e0a<\/h3>\n\n<p><strong>\u6d1e\u5bdf\u3092\u660e\u78ba\u306b\u4f1d\u3048\u308b <\/strong>\u53e3\u982d\u3068\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u4e21\u65b9\u3067\u3001\u767a\u898b\u3092\u660e\u78ba\u304b\u3064\u7c21\u6f54\u306b\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3059\u308b\u65b9\u6cd5\u3092\u5b66\u3073\u307e\u3059\u3002<\/p>\n\n<p><strong>\u30ec\u30dd\u30fc\u30c8\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\uff1a <\/strong>\u6280\u8853\u7684\u306a\u5229\u5bb3\u95a2\u4fc2\u8005\u3001\u975e\u6280\u8853\u7684\u306a\u5229\u5bb3\u95a2\u4fc2\u8005\u3092\u554f\u308f\u305a\u3001\u8074\u8846\u306e\u30cb\u30fc\u30ba\u3084\u7406\u89e3\u306b\u5408\u308f\u305b\u3066\u30ec\u30dd\u30fc\u30c8\u3084\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u8abf\u6574\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<h3 class=\"wp-block-heading\">5.\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u4f5c\u308a\u3001\u30e1\u30f3\u30bf\u30fc\u3092\u63a2\u3059<\/h3>\n\n<p><strong>\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u3068\u3064\u306a\u304c\u308b\uff1a<\/strong>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3084\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u53c2\u52a0\u3057\u3001\u696d\u754c\u306e\u30a4\u30d9\u30f3\u30c8\u306b\u53c2\u52a0\u3057\u3001\u5c02\u9580\u5bb6\u3068\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u7bc9\u3044\u3066\u6d1e\u5bdf\u3084\u30a2\u30c9\u30d0\u30a4\u30b9\u3092\u5f97\u308b\u3002<\/p>\n\n<p><strong>\u30e1\u30f3\u30bf\u30fc\u3092\u898b\u3064\u3051\u308b\uff1a <\/strong>\u30e1\u30f3\u30bf\u30fc\u306f\u3001\u3042\u306a\u305f\u304c\u30ad\u30e3\u30ea\u30a2\u3092\u6b69\u3093\u3067\u3044\u304f\u4e0a\u3067\u3001\u6307\u5c0e\u3001\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3001\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u3066\u304f\u308c\u308b\u3002<\/p>\n\n<h3 class=\"wp-block-heading\">6.\u597d\u5947\u5fc3\u3092\u6301\u3061\u7d9a\u3051\u3001\u5b66\u3073\u7d9a\u3051\u308b<\/h3>\n\n<p><strong>\u7d99\u7d9a\u7684\u306a\u6559\u80b2\u3092\u53d7\u3051\u308b\uff1a<\/strong>\u30aa\u30f3\u30e9\u30a4\u30f3\u30b3\u30fc\u30b9\u3092\u53d7\u8b1b\u3057\u305f\u308a\u3001\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306b\u53c2\u52a0\u3057\u305f\u308a\u3001\u8ffd\u52a0\u8cc7\u683c\u3092\u53d6\u5f97\u3057\u305f\u308a\u3057\u3066\u3001\u30c6\u30af\u30cb\u30ab\u30eb\u30b9\u30ad\u30eb\u3092\u78e8\u304d\u3001\u696d\u754c\u306e\u30c8\u30ec\u30f3\u30c9\u3092\u5148\u53d6\u308a\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n<p><strong>\u8aad\u66f8\u3068\u7814\u7a76<\/strong>\u30c7\u30fc\u30bf\u5206\u6790\u306e\u6700\u65b0\u30c8\u30ec\u30f3\u30c9\u3001\u7814\u7a76\u3001\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306b\u3064\u3044\u3066\u5e38\u306b\u60c5\u5831\u3092\u5f97\u308b\u3002<\/p>\n\n<p>\u3053\u308c\u3089\u306e\u30d2\u30f3\u30c8\u306b\u5f93\u3046\u3053\u3068\u3067\u3001\u5f37\u529b\u306a\u57fa\u76e4\u3092\u7bc9\u304d\u3001\u8cb4\u91cd\u306a\u7d4c\u9a13\u3092\u7a4d\u307f\u3001\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u3068\u3057\u3066\u6210\u529f\u3059\u308b\u305f\u3081\u306e\u5730\u4f4d\u3092\u7bc9\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n<h2 class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/h2>\n\n<p>\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3001\u95a2\u9023\u6027\u306f\u3042\u308b\u3082\u306e\u306e\u3001\u305d\u306e\u5f79\u5272\u306b\u306f\u660e\u78ba\u306a\u7126\u70b9\u3068\u8cac\u4efb\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u4e21\u8005\u306e\u9055\u3044\u3068\u5171\u901a\u70b9\u3092\u6bd4\u8f03\u3059\u308b\uff1a <\/p>\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>\u30d1\u30fc\u30b9\u30da\u30af\u30c6\u30a3\u30d6<\/strong><\/td><td><strong>\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8<\/strong><\/td><td><strong>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/strong><\/td><\/tr><tr><td>\u4e3b\u306a\u7126\u70b9<\/td><td>\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3066\u6d1e\u5bdf\u3092\u5f97\u308b<\/td><td>\u4e88\u6e2c\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3068\u9ad8\u5ea6\u306a\u5206\u6790<\/td><\/tr><tr><td>\u4e3b\u306a\u8cac\u4efb<\/td><td>\u30c7\u30fc\u30bf\u53ce\u96c6\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u5831\u544a\u8a18\u8ff0\u7684\u5206\u6790<\/td><td>\u30c7\u30fc\u30bf\u63a2\u7d22\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u958b\u767a\u9ad8\u5ea6\u306a\u7d71\u8a08\u5206\u6790<\/td><\/tr><tr><td>\u30b9\u30ad\u30eb\u3068\u30c4\u30fc\u30eb<\/td><td>SQL\u3001Excel\u57fa\u672c\u7684\u306aPython\u307e\u305f\u306fRD\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30eb\uff08Tableau\u3001Power BI\uff09QuestionPro Research Suite<\/td><td>\u9ad8\u5ea6\u306aPython\u307e\u305f\u306fRM\u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d6\u30e9\u30ea\uff08Scikit-learn\u3001TensorFlow\uff09\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c4\u30fc\u30eb\uff08Hadoop\u3001Spark\uff09QuestionPro Research Suite<\/td><\/tr><tr><td>\u4ee3\u8868\u7684\u306a\u4f7f\u7528\u4f8b<\/td><td>\u30c8\u30ec\u30f3\u30c9\u5206\u6790\u9867\u5ba2\u30a4\u30f3\u30b5\u30a4\u30c8\u696d\u52d9\u52b9\u7387\u5316<\/td><td>\u4e88\u6e2c\u30e2\u30c7\u30ea\u30f3\u30b0\u63a8\u5968\u30b7\u30b9\u30c6\u30e0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u958b\u767a<\/td><\/tr><tr><td>\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30d1\u30af\u30c8<\/td><td>\u8fc5\u901f\u306a\u610f\u601d\u6c7a\u5b9a\u306e\u305f\u3081\u306e\u5b9f\u7528\u7684\u306a\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/td><td>\u9577\u671f\u7684\u306a\u6226\u7565\u7684\u512a\u4f4d\u6027\u3092\u5f97\u308b\u305f\u3081\u306e\u30e2\u30c7\u30eb\u3084\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u958b\u767a\u3059\u308b\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<p>\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u304b\u3089\u5b9f\u7528\u7684\u306a\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3057\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u5c06\u6765\u306e\u30c8\u30ec\u30f3\u30c9\u3092\u4e88\u6e2c\u3057\u3001\u6226\u7565\u7684\u306a\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u5c0e\u304f\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b\u3002<\/p>\n\n<h2 class=\"wp-block-heading\">QuestionPro Research Suite\u304c\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u3092\u3069\u306e\u3088\u3046\u306b\u652f\u63f4\u3067\u304d\u308b\u304b<\/h2>\n\n<p>QuestionPro Research Suite\u306f\u3001\u305d\u306e\u5305\u62ec\u7684\u306a\u6a5f\u80fd\u3092\u901a\u3058\u3066\u3001\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306b\u5927\u304d\u306a\u5229\u70b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\uff1a<\/p>\n\n<h3 class=\"wp-block-heading\">1.\u5305\u62ec\u7684\u306a\u30c7\u30fc\u30bf\u53ce\u96c6<\/h3>\n\n<p>\u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u4f5c\u6210\u304c\u7c21\u7d20\u5316\u3055\u308c\u3001\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u3055\u307e\u3056\u307e\u306a\u8cea\u554f\u30bf\u30a4\u30d7\u3084\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u3063\u3066\u30a2\u30f3\u30b1\u30fc\u30c8\u3092\u4f5c\u6210\u3057\u3001\u5c55\u958b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u3001\u30e2\u30d0\u30a4\u30eb\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u306e\u65b9\u6cd5\u3092\u542b\u3080\u8907\u6570\u306e\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u53ce\u96c6\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u3059\u3079\u3066\u304c1\u3064\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u7d71\u5408\u3055\u308c\u3066\u3044\u307e\u3059\u3002 <\/p>\n\n<h3 class=\"wp-block-heading\">2.\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u5206\u6790<\/h3>\n\n<ul>\n<li><strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\uff1a <\/strong>\u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u56de\u7b54\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5206\u6790\u3057\u3001\u5373\u5ea7\u306b\u6d1e\u5bdf\u3092\u5f97\u308b\u3068\u3068\u3082\u306b\u3001\u30c8\u30ec\u30f3\u30c9\u306e\u767a\u751f\u3092\u8ffd\u8de1\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u7d71\u8a08\u5206\u6790\uff1a <\/strong>\u30af\u30ed\u30b9\u96c6\u8a08\u3001\u76f8\u95a2\u3001\u56de\u5e30\u5206\u6790\u306a\u3069\u306e\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u3001\u7d44\u307f\u8fbc\u307f\u306e\u7d71\u8a08\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">3.\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u5411\u4e0a<\/h3>\n\n<p>\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001CRM\u3084\u30c7\u30fc\u30bf\u7ba1\u7406\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u3084\u30b7\u30b9\u30c6\u30e0\u3068\u7d71\u5408\u3055\u308c\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5408\u7406\u5316\u3057\u3001\u5206\u6790\u3092\u5f37\u5316\u3057\u307e\u3059\u3002\u307e\u305f\u3001API\u30a2\u30af\u30bb\u30b9\u306b\u3088\u308a\u3001\u8abf\u67fb\u3084\u30c7\u30fc\u30bf\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u7ba1\u7406\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002 <\/p>\n\n<h3 class=\"wp-block-heading\">4.\u5f37\u529b\u306a\u30c7\u30fc\u30bf\u53ef\u8996\u5316<\/h3>\n\n<ul>\n<li><strong>\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30fb\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\uff1a<\/strong>\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u3066\u3001\u30c7\u30fc\u30bf\u306e\u50be\u5411\u3001\u30d1\u30bf\u30fc\u30f3\u3001\u4e3b\u8981\u306a\u6307\u6a19\u3092\u8996\u899a\u5316\u3057\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u89e3\u91c8\u3092\u5bb9\u6613\u306b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30ab\u30b9\u30bf\u30e0\u30ec\u30dd\u30fc\u30c8\uff1a<\/strong>\u30c1\u30e3\u30fc\u30c8\u3001\u30b0\u30e9\u30d5\u3001\u8868\u3092\u4f7f\u3063\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3057\u3001\u8abf\u67fb\u7d50\u679c\u3092\u95a2\u4fc2\u8005\u306b\u52b9\u679c\u7684\u306b\u4f1d\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n<h3 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