{"id":21653,"date":"2025-07-08T23:56:33","date_gmt":"2025-07-08T14:56:33","guid":{"rendered":"https:\/\/media-geek.co.jp\/star\/?p=21653"},"modified":"2025-07-08T23:56:54","modified_gmt":"2025-07-08T14:56:54","slug":"%e3%83%87%e3%83%bc%e3%82%bf%e5%88%86%e6%9e%90%e3%81%ae%e5%89%af%e6%a5%ad%e3%81%af%e7%a8%bc%e3%81%92%e3%82%8b%ef%bc%9f%e5%9c%9f%e6%97%a5ok%e3%81%ae%e6%a1%88%e4%bb%b6%e3%81%ae%e6%8e%a2%e3%81%97%e6%96%b9","status":"publish","type":"post","link":"https:\/\/media-geek.co.jp\/star\/freelance\/21653\/","title":{"rendered":"\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u306f\u7a3c\u3052\u308b\uff1f\u571f\u65e5OK\u306e\u6848\u4ef6\u306e\u63a2\u3057\u65b9\u3082\u7d39\u4ecb"},"content":{"rendered":"

\u8fd1\u5e74\u306eDX\u63a8\u9032\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d<\/strong>\u306f\u5e02\u5834\u304c\u6025\u6fc0\u306b\u62e1\u5927\u3057\u3066\u304a\u308a\u3001\u672a\u7d4c\u9a13\u304b\u3089\u3067\u3082\u670810\u4e07\u5186\u4ee5\u4e0a<\/span><\/strong>\u3092\u7a3c\u3050\u3053\u3068\u304c\u53ef\u80fd\u306a\u6ce8\u76ee\u306e\u5206\u91ce\u3067\u3059\u3002<\/p>\n

\u3057\u304b\u3057\u3001\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306b\u306a\u308b\u306b\u306f\u3069\u3093\u306a\u30b9\u30ad\u30eb\u304c\u5fc5\u8981\uff1f\u300d\u300c\u5728\u5b85\u30fb\u571f\u65e5OK\u306e\u6848\u4ef6\u306f\u3042\u308b\u306e\uff1f\u300d\u300c\u3069\u3053\u3067\u6848\u4ef6\u3092\u898b\u3064\u3051\u308c\u3070\u3044\u3044\u306e\uff1f\u300d\u3068\u3044\u3063\u305f\u7591\u554f\u3092\u62b1\u3048\u308b\u65b9\u3082\u591a\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n

\u672c\u8a18\u4e8b\u3067\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u3067\u7a3c\u3050\u305f\u3081\u306e\u5177\u4f53\u7684\u306a\u65b9\u6cd5\u304b\u3089\u3001\u5fc5\u8981\u30b9\u30ad\u30eb\u3001\u6848\u4ef6\u7372\u5f97\u306e\u30b3\u30c4\u307e\u3067\u3001\u5b9f\u8df5\u7684\u306a\u60c5\u5831\u3092\u7db2\u7f85\u7684\u306b\u89e3\u8aac<\/strong>\u3057\u307e\u3059\u3002<\/p>\n

\u672a\u7d4c\u9a13\u8005\u304b\u3089\u7d4c\u9a13\u8005\u307e\u3067\u3001\u3042\u306a\u305f\u306e\u30ec\u30d9\u30eb\u306b\u5408\u3063\u305f\u526f\u696d\u6226\u7565\u3092\u898b\u3064\u3051\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n
\uff3c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u6848\u4ef6\u304c\u898b\u3064\u304b\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30e9\u30f3\u30ad\u30f3\u30b0\uff0f<\/span><\/strong><\/td>\n<\/tr>\n<\/tbody>\n\n\n\n\n\n\n\n\n
1\u4f4d<\/strong><\/span><\/td>\n\u30ec\u30d0\u30c6\u30c3\u30af
\n<\/span><\/span><\/span><\/span><\/span><\/span>4.97<\/strong>
\n<\/strong><\/td>\n<\/tr>\n
\"\"<\/td>\n\u696d\u754c\u6700\u5927\u7d1a\u306e\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u3001\u307e\u305a\u767b\u9332\u3057\u3066\u304a\u304f\u3079\u304d\u4eba\u6c17\u30b5\u30fc\u30d3\u30b9\u3002<\/span><\/td>\n\n

\u8a73\u7d30<\/a><\/p>\n<\/td>\n<\/tr>\n

2\u4f4d<\/strong><\/span><\/td>\n\u30a8\u30f3\u30b8\u30cb\u30a2\u30d5\u30a1\u30af\u30c8\u30ea\u30fc
\n<\/span><\/span><\/span><\/span><\/span><\/span>4.89<\/strong><\/td>\n<\/tr>\n
\"\"<\/td>\n1\u4eba\u3042\u305f\u308a\u306e\u5e73\u5747\u6848\u4ef6\u7d39\u4ecb\u65708\u793e\u4ee5\u4e0a\uff01\u81ea\u5206\u306b\u6700\u3082\u5408\u3046\u6848\u4ef6\u304c\u898b\u3064\u304b\u308b\uff01<\/span><\/td>\n\n

\u8a73\u7d30<\/a><\/p>\n<\/td>\n<\/tr>\n

3\u4f4d<\/strong><\/span><\/td>\nIT\u30d7\u30ed
\n<\/span><\/span><\/span><\/span><\/span><\/span>4.76<\/strong><\/td>\n<\/tr>\n
\"\"<\/td>\n\u9ad8\u5358\u4fa1\u3067\u90312\u301c3\u306e\u6848\u4ef6\u3082\u591a\u304f\u3001\u67d4\u8edf\u306a\u50cd\u304d\u65b9\u3067\u7a3c\u3052\u308b\u306e\u304c\u7279\u5fb4\uff01<\/span><\/td>\n\n

\u8a73\u7d30<\/a><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/table>\n

<\/p>\n

\u25bc\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u6848\u4ef6\u304c\u898b\u3064\u304b\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4e00\u89a7\u3092\u898b\u308b<\/a><\/p>\n

<\/strong><\/p>\n

\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u306f\u7a3c\u3052\u308b\uff1f<\/h2>\n

\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u5e02\u5834\u306f\u6025\u6210\u9577\u4e2d<\/strong>\u3067\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3084AI\u6280\u8853\u306e\u666e\u53ca\u306b\u3088\u308a\u4f01\u696d\u306e\u9700\u8981\u304c\u7206\u767a\u7684\u306b\u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u7d4c\u6e08\u7523\u696d\u7701\u306e\u8abf\u67fb\u3067\u306f\u30012030\u5e74\u307e\u3067\u306b\u6700\u592779\u4e07\u4eba\u306eIT\u4eba\u6750\u304c\u4e0d\u8db3\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3001\u7279\u306b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u9700\u8981\u306f\u5e74\u5e73\u574715%\u4ee5\u4e0a\u306e\u6210\u9577\u7387<\/span><\/strong>\u3092\u7dad\u6301\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u526f\u696d\u3068\u3057\u3066\u306e\u30c7\u30fc\u30bf\u5206\u6790\u306f\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3068\u306e\u89aa\u548c\u6027\u304c\u9ad8\u304f\u3001\u5728\u5b85\u30fb\u571f\u65e5\u7a3c\u50cd<\/strong>\u306e\u6848\u4ef6\u304c\u8c4a\u5bcc\u306a\u70b9\u3082\u9b45\u529b\u3067\u3059\u3002<\/p>\n

\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u8abf\u67fb\u3067\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u6848\u4ef6\u6570\u306f\u524d\u5e74\u6bd440%\u5897\u52a0<\/strong>\u3057\u3066\u304a\u308a\u3001\u4eca\u5f8c\u3082\u7d99\u7d9a\u7684\u306a\u5e02\u5834\u62e1\u5927\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u6848\u4ef6\u306f\u5897\u3048\u3066\u3044\u308b<\/h3>\n

\u4f01\u696d\u306eDX\u63a8\u9032\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u610f\u601d\u6c7a\u5b9a<\/strong>\u304c\u7d4c\u55b6\u6226\u7565\u306e\u4e2d\u5fc3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u5c0f\u58f2\u696d\u754c\u3067\u306f\u9867\u5ba2\u306e\u8cfc\u8cb7\u5c65\u6b74\u5206\u6790\u3001\u88fd\u9020\u696d\u3067\u306f\u54c1\u8cea\u7ba1\u7406\u3084\u4e88\u77e5\u4fdd\u5168\u3001\u91d1\u878d\u696d\u754c\u3067\u306f\u30ea\u30b9\u30af\u7ba1\u7406\u3084\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u65bd\u7b56\u306a\u3069\u3001\u3042\u3089\u3086\u308b\u696d\u754c\u3067\u30c7\u30fc\u30bf\u6d3b\u7528\u304c\u5fc5\u9808<\/strong>\u3068\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n

\u3057\u304b\u3057\u3001\u6b63\u793e\u54e1\u3067\u306e\u30c7\u30fc\u30bf\u5206\u6790\u4eba\u6750\u78ba\u4fdd\u304c\u56f0\u96e3<\/span><\/strong>\u306a\u4f01\u696d\u304c\u591a\u304f\u3001\u5373\u6226\u529b\u3068\u306a\u308b\u526f\u696d\u4eba\u6750\u3078\u306e\u4f9d\u5b58\u5ea6\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u307e\u305f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084AI\u6280\u8853\u306e\u6c11\u4e3b\u5316\u306b\u3088\u308a\u3001\u5c02\u9580\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u5206\u6790\u696d\u52d9\u3082\u5916\u90e8\u59d4\u8a17\u3057\u3084\u3059\u304f\u306a\u3063\u305f\u3053\u3068\u304c\u3001\u526f\u696d\u5e02\u5834\u306e\u62e1\u5927\u3092\u5f8c\u62bc\u3057\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u5358\u4fa1\u306f\u6642\u7d662,000\uff5e5,000\u5186<\/h3>\n

\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u5358\u4fa1\u306f\u6642\u7d662,000\u5186\u301c5,000\u5186<\/strong>\u304c\u76f8\u5834\u3067\u3001\u7d4c\u9a13\u3084\u30b9\u30ad\u30eb\u30ec\u30d9\u30eb\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u5909\u52d5\u3057\u307e\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u5834\u5408\u3001\u90312\u65e5\u7a3c\u50cd\u3067\u6708\u53ce30\u4e07\u5186\u301c50\u4e07\u5186<\/span><\/strong>\u3001\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u3067\u306f\u6708\u53ce20\u4e07\u5186\u301c40\u4e07\u5186<\/strong>\u304c\u76ee\u5b89\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u6a5f\u68b0\u5b66\u7fd2\u3084AI\u958b\u767a\u6848\u4ef6\u3067\u306f\u6708\u5358\u4fa180\u4e07\u5186\u4ee5\u4e0a<\/strong>\u306e\u9ad8\u5358\u4fa1\u6848\u4ef6\u3082\u5b58\u5728\u3057\u3001Python\u30fbR\u30fbSQL\u306a\u3069\u306e\u6280\u8853\u30b9\u30ad\u30eb\u3068\u696d\u754c\u77e5\u8b58\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u53ce\u5165\u5411\u4e0a\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u30af\u30e9\u30a6\u30c9\u30bd\u30fc\u30b7\u30f3\u30b0\u3067\u306e\u5358\u767a\u6848\u4ef6\u306f1\u4ef65,000\u5186\u301c30,000\u5186<\/strong>\u7a0b\u5ea6\u3067\u3059\u304c\u3001\u7d99\u7d9a\u6848\u4ef6\u306b\u3064\u306a\u3052\u308b\u3053\u3068\u3067\u5b89\u5b9a\u53ce\u5165\u306e\u78ba\u4fdd\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u9055\u3044<\/h3>\n

\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/strong>\u306f\u7d71\u8a08\u5b66\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30fb\u30d3\u30b8\u30cd\u30b9\u6226\u7565\u3092\u7d71\u5408\u3057\u3001\u65b0\u305f\u306a\u4fa1\u5024\u5275\u9020\u3092\u884c\u3046\u9ad8\u5ea6\u306a\u5c02\u9580\u8077\u3067\u3059\u3002<\/p>\n

\u4e00\u65b9\u3001\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8<\/strong>\u306f\u65e2\u5b58\u30c7\u30fc\u30bf\u306e\u5206\u6790\u30fb\u53ef\u8996\u5316\u30fb\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u304c\u4e3b\u696d\u52d9\u3067\u3001SQL\u3084BI\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u305f\u696d\u52d9\u6539\u5584\u306b\u7279\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u526f\u696d\u9069\u6027\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u65b9\u304c\u77ed\u671f\u9593\u30fb\u5358\u767a\u6848\u4ef6\u304c\u8c4a\u5bcc<\/span><\/strong>\u3067\u53c2\u5165\u3057\u3084\u3059\u304f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u4e2d\u9577\u671f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/strong>\u3067\u9ad8\u5358\u4fa1\u3092\u72d9\u3048\u307e\u3059\u3002<\/p>\n

\u672a\u7d4c\u9a13\u8005\u306f\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3057\u3001\u5f90\u3005\u306b\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\u3057\u3066\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/strong>\u3078\u3068\u30ad\u30e3\u30ea\u30a2\u3092\u767a\u5c55\u3055\u305b\u308b\u30eb\u30fc\u30c8\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u306b\u5fc5\u8981\u306a\u30b9\u30ad\u30eb<\/h2>\n

\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u3067\u6210\u529f\u3059\u308b\u306b\u306f\u3001\u6280\u8853\u30b9\u30ad\u30eb\u30fb\u7d71\u8a08\u77e5\u8b58\u30fb\u30d3\u30b8\u30cd\u30b9\u7406\u89e3\u529b<\/strong>\u306e3\u3064\u306e\u8ef8\u3092\u30d0\u30e9\u30f3\u30b9\u3088\u304f\u7fd2\u5f97\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n

\u7279\u306b\u526f\u696d\u6848\u4ef6\u3067\u306f\u5373\u6226\u529b\u304c\u6c42\u3081\u3089\u308c\u308b<\/span><\/strong>\u305f\u3081\u3001\u7406\u8ad6\u7684\u77e5\u8b58\u3060\u3051\u3067\u306a\u304f\u5b9f\u8df5\u7684\u306a\u30c4\u30fc\u30eb\u64cd\u4f5c\u80fd\u529b\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n

\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3001\u7d71\u8a08\u5b66\u306e\u57fa\u790e\u3001\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u3001\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u80fd\u529b\u3068\u3044\u30464\u3064\u306e\u9818\u57df\u3092\u4f53\u7cfb\u7684\u306b\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3067\u3001\u5e45\u5e83\u3044\u6848\u4ef6\u306b\u5bfe\u5fdc<\/strong>\u3067\u304d\u308b\u4eba\u6750\u306b\u306a\u308c\u307e\u3059\u3002<\/p>\n

\u696d\u754c\u7279\u5316\u306e\u77e5\u8b58\uff08\u91d1\u878d\u30fb\u5c0f\u58f2\u30fb\u88fd\u9020\u306a\u3069\uff09\u3092\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u3067\u3001\u9ad8\u5358\u4fa1\u6848\u4ef6\u306e\u7372\u5f97\u78ba\u7387<\/strong>\u3082\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n

\u7d71\u8a08\u5b66\u30fb\u6570\u5b66\u306e\u57fa\u790e\u77e5\u8b58<\/h3>\n

\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u3067\u306f\u3001\u8a18\u8ff0\u7d71\u8a08\u30fb\u63a8\u6e2c\u7d71\u8a08\u30fb\u78ba\u7387\u8ad6<\/strong>\u306e\u7406\u89e3\u304c\u5fc5\u9808\u3067\u3059\u3002<\/p>\n

\u5e73\u5747\u30fb\u5206\u6563\u30fb\u6a19\u6e96\u504f\u5dee\u306a\u3069\u306e\u57fa\u672c\u7d71\u8a08\u91cf\u304b\u3089\u3001\u4eee\u8aac\u691c\u5b9a\u30fb\u4fe1\u983c\u533a\u9593\u30fb\u56de\u5e30\u5206\u6790\u307e\u3067\u3001\u5b9f\u52d9\u3067\u4f7f\u7528\u983b\u5ea6\u306e\u9ad8\u3044\u624b\u6cd5<\/span><\/strong>\u3092\u512a\u5148\u7684\u306b\u7fd2\u5f97\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n

\u7dda\u5f62\u4ee3\u6570\u3067\u306f\u884c\u5217\u6f14\u7b97\u3001\u5fae\u5206\u7a4d\u5206\u3067\u306f\u6700\u9069\u5316\u7406\u8ad6\u306e\u57fa\u790e\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u80cc\u666f\u7406\u8ad6\u3092\u628a\u63e1\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u7d71\u8a08\u30bd\u30d5\u30c8\uff08R\u30fbSPSS\u30fbSAS\uff09\u306e\u64cd\u4f5c\u65b9\u6cd5\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u54c1\u8cea\u3068\u52b9\u7387<\/strong>\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\uff08Python\u30fbR\u30fbSQL\uff09<\/h3>\n

Python<\/strong>\u306f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u6a19\u6e96\u8a00\u8a9e\u3067\u3001pandas\u30fbnumpy\u30fbmatplotlib\u30fbscikit-learn\u306a\u3069\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u6d3b\u7528\u3057\u305f\u5206\u6790\u696d\u52d9\u306b\u5fc5\u9808\u3067\u3059\u3002<\/p>\n

R<\/strong>\u306f\u7d71\u8a08\u89e3\u6790\u306b\u7279\u5316\u3057\u305f\u8a00\u8a9e\u3067\u3001\u8907\u96d1\u306a\u7d71\u8a08\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3084\u9ad8\u5ea6\u306a\u53ef\u8996\u5316\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n

SQL<\/strong>\u306f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u306e\u60c5\u5831\u62bd\u51fa\u306b\u4e0d\u53ef\u6b20\u3067\u3001JOIN\u30fbGROUP BY\u30fbWindow\u95a2\u6570\u306a\u3069\u306e\u4e2d\u7d1a\u30ec\u30d9\u30eb\u306e\u69cb\u6587\u7fd2\u5f97<\/span><\/strong>\u304c\u526f\u696d\u6848\u4ef6\u3067\u306f\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n

\u3053\u308c\u3089\u306e\u8a00\u8a9e\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u30fb\u524d\u51e6\u7406\u30fb\u5206\u6790\u30fb\u53ef\u8996\u5316\u306e\u4e00\u9023\u306e\u5de5\u7a0b\u3092\u52b9\u7387\u7684\u306b\u5b9f\u884c<\/strong>\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u306e\u77e5\u8b58<\/h3>\n

Tableau\u30fbPower BI\u30fbGoogle Data Studio<\/strong>\u306a\u3069\u306eBI\u30c4\u30fc\u30eb\u306f\u3001\u5206\u6790\u7d50\u679c\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u4f1d\u3048\u308b\u305f\u3081\u306b\u91cd\u8981\u306a\u30b9\u30ad\u30eb\u3067\u3059\u3002<\/p>\n

\u7279\u306bPower BI\u306fMicrosoft Office<\/strong>\u3068\u306e\u89aa\u548c\u6027\u304c\u9ad8\u304f\u3001\u591a\u304f\u306e\u4f01\u696d\u3067\u5c0e\u5165\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u526f\u696d\u6848\u4ef6\u3067\u306e\u9700\u8981\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

Excel \u306e\u9ad8\u5ea6\u306a\u6a5f\u80fd\uff08\u30d4\u30dc\u30c3\u30c8\u30c6\u30fc\u30d6\u30eb\u30fbVBA\u30fbPower Query\uff09\u3082\u3001\u30a8\u30f3\u30c8\u30ea\u30fc\u30ec\u30d9\u30eb\u306e\u6848\u4ef6\u7372\u5f97<\/span><\/strong>\u306b\u306f\u6709\u52b9\u3067\u3059\u3002<\/p>\n

\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u8a2d\u8a08\u3084\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u53ef\u8996\u5316\u306e\u4f5c\u6210\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u3067\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3078\u306e\u63d0\u6848\u529b<\/strong>\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n

\u30d3\u30b8\u30cd\u30b9\u306e\u8ab2\u984c\u306b\u3064\u3044\u3066\u306e\u7406\u89e3\u529b<\/h3>\n

\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u3067\u306f\u3001\u6280\u8853\u529b\u3060\u3051\u3067\u306a\u304f\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u306e\u7406\u89e3<\/strong>\u304c\u6210\u529f\u306e\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u696d\u754c\u77e5\u8b58\u3001KPI\u8a2d\u8a08\u3001ROI\u8a08\u7b97\u306a\u3069\u3001\u7d4c\u55b6\u8996\u70b9\u3067\u306e\u5206\u6790\u30a2\u30d7\u30ed\u30fc\u30c1<\/strong>\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n

\u5206\u6790\u7d50\u679c\u3092\u975e\u6280\u8853\u8005\u306b\u3082\u5206\u304b\u308a\u3084\u3059\u304f\u8aac\u660e<\/span><\/strong>\u3059\u308b\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u80fd\u529b\u3084\u3001\u8981\u4ef6\u5b9a\u7fa9\u3067\u306e\u9069\u5207\u306a\u30d2\u30a2\u30ea\u30f3\u30b0\u6280\u8853\u3082\u91cd\u8981\u306a\u30b9\u30ad\u30eb\u3067\u3059\u3002<\/p>\n

\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3067\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\uff08Slack\u30fbTeams\u30fbZoom\uff09\u306e\u6d3b\u7528\u80fd\u529b\u3082\u3001\u526f\u696d\u6848\u4ef6\u306e\u7d99\u7d9a\u53d7\u6ce8<\/strong>\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u5206\u6790\u526f\u696d\u6848\u4ef6\u306e\u7a2e\u985e<\/h2>\n

\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u6848\u4ef6\u306f\u3001\u6280\u8853\u30ec\u30d9\u30eb\u30fb\u696d\u52d9\u5185\u5bb9\u30fb\u5951\u7d04\u671f\u9593<\/strong>\u306b\u3088\u3063\u3066\u591a\u69d8\u306a\u7a2e\u985e\u306b\u5206\u985e\u3055\u308c\u307e\u3059\u3002<\/p>\n

\u5358\u767a\u306e\u5206\u6790\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210<\/strong>\u304b\u3089\u9577\u671f\u7684\u306aAI\u958b\u767a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/strong>\u307e\u3067\u3001\u81ea\u5206\u306e\u30b9\u30ad\u30eb\u30ec\u30d9\u30eb\u3068\u6642\u9593\u7684\u5236\u7d04\u306b\u5fdc\u3058\u3066\u6700\u9069\u306a\u6848\u4ef6\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n

\u5404\u6848\u4ef6\u30bf\u30a4\u30d7\u306e\u5358\u4fa1\u76f8\u5834\u30fb\u5fc5\u8981\u30b9\u30ad\u30eb\u30fb\u53c2\u5165\u96e3\u6613\u5ea6<\/span><\/strong>\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u52b9\u7387\u7684\u306a\u30ad\u30e3\u30ea\u30a2\u6226\u7565\u3092\u7acb\u3066\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u5e02\u5834\u52d5\u5411\u3067\u306f\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u30fb\u77ed\u671f\u7d0d\u671f\u30fb\u5c02\u9580\u7279\u5316<\/strong>\u578b\u306e\u6848\u4ef6\u304c\u5897\u52a0\u50be\u5411\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/h3>\n

\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u6848\u4ef6\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u958b\u767a\u30fb\u4e88\u6e2c\u5206\u6790\u30fbAI\u6226\u7565\u7acb\u6848<\/strong>\u306a\u3069\u306e\u9ad8\u5ea6\u306a\u6280\u8853\u8981\u6c42\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n

\u6708\u5358\u4fa150\u4e07\u5186\u301c200\u4e07\u5186<\/strong>\u306e\u9ad8\u5358\u4fa1\u6848\u4ef6\u304c\u591a\u304f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u671f\u9593\u306f3\u30f6\u6708\u301c12\u30f6\u6708<\/strong>\u306e\u4e2d\u9577\u671f\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p>\n

Python\u30fbR\u30fbTensorFlow\u30fbPyTorch<\/span><\/strong>\u306a\u3069\u306e\u6280\u8853\u30b9\u30ad\u30eb\u306b\u52a0\u3048\u3001\u7d71\u8a08\u5b66\u30fb\u6570\u5b66\u306e\u6df1\u3044\u7406\u89e3\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n

\u696d\u754c\u7d4c\u9a13\uff08\u91d1\u878d\u30fb\u88fd\u9020\u30fb\u5c0f\u58f2\u306a\u3069\uff09\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u3055\u3089\u306b\u9ad8\u5358\u4fa1\u3067\u306e\u5951\u7d04<\/strong>\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8<\/h3>\n

\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u6848\u4ef6\u306f\u3001\u65e2\u5b58\u30c7\u30fc\u30bf\u306e\u5206\u6790\u30fb\u53ef\u8996\u5316\u30fb\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210<\/strong>\u304c\u4e3b\u306a\u696d\u52d9\u5185\u5bb9\u3067\u3059\u3002<\/p>\n

\u6642\u7d662,000\u5186\u301c4,000\u5186<\/strong>\u7a0b\u5ea6\u3067\u3001\u90311\u65e5\u301c3\u65e5<\/strong>\u306e\u7a3c\u50cd\u3084\u5358\u767a\u6848\u4ef6\u3082\u8c4a\u5bcc\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n

SQL\u30fbExcel\u30fbTableau\u30fbPower BI<\/span><\/strong>\u306a\u3069\u306e\u30c4\u30fc\u30eb\u64cd\u4f5c\u80fd\u529b\u304c\u4e2d\u5fc3\u3067\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7d4c\u9a13\u304c\u5c11\u306a\u304f\u3066\u3082\u53c2\u5165\u53ef\u80fd\u3067\u3059\u3002<\/p>\n

\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u5206\u6790\u30fb\u9867\u5ba2\u5206\u6790\u30fb\u58f2\u4e0a\u5206\u6790\u306a\u3069\u3001\u30d3\u30b8\u30cd\u30b9\u76f4\u7d50\u578b\u306e\u6848\u4ef6<\/strong>\u304c\u591a\u3044\u306e\u3082\u7279\u5fb4\u3067\u3059\u3002<\/p>\n

AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u958b\u767a<\/h3>\n

AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u958b\u767a\u6848\u4ef6\u306f\u3001\u6700\u3082\u9ad8\u5358\u4fa1<\/strong>\u3067\u30c7\u30fc\u30bf\u5206\u6790\u526f\u696d\u306e\u4e2d\u3067\u3082\u7279\u306b\u5c02\u9580\u6027\u304c\u8981\u6c42\u3055\u308c\u308b\u5206\u91ce\u3067\u3059\u3002<\/p>\n

\u753b\u50cf\u8a8d\u8b58\u30fb\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0<\/strong>\u306a\u3069\u306e\u5177\u4f53\u7684\u306aAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u304c\u4e3b\u306a\u696d\u52d9\u3067\u3059\u3002<\/p>\n

\u6708\u5358\u4fa180\u4e07\u5186\u301c300\u4e07\u5186<\/span><\/strong>\u306e\u6848\u4ef6\u3082\u5b58\u5728\u3057\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30fbMLOps\u30fb\u30af\u30e9\u30a6\u30c9\u74b0\u5883<\/strong>\u306e\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n

\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u3084DX\u63a8\u9032\u4e2d\u306e\u5927\u4f01\u696d\u304b\u3089\u306e\u9700\u8981\u304c\u6025\u5897<\/strong>\u3057\u3066\u3044\u308b\u6ce8\u76ee\u5206\u91ce\u3067\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u5165\u529b\u30fb\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0<\/h3>\n

\u672a\u7d4c\u9a13\u8005\u3067\u3082\u53c2\u5165\u3057\u3084\u3059\u3044<\/strong>\u30a8\u30f3\u30c8\u30ea\u30fc\u30ec\u30d9\u30eb\u306e\u6848\u4ef6\u3067\u3001\u30c7\u30fc\u30bf\u306e\u6574\u7406\u30fb\u52a0\u5de5\u30fb\u54c1\u8cea\u5411\u4e0a\u304c\u4e3b\u306a\u696d\u52d9\u3067\u3059\u3002<\/p>\n

\u6642\u7d661,000\u5186\u301c2,000\u5186<\/strong>\u7a0b\u5ea6\u3068\u5358\u4fa1\u306f\u4f4e\u3081\u3067\u3059\u304c\u3001\u5b9f\u7e3e\u4f5c\u308a\u3068\u7d4c\u9a13\u7a4d\u307f<\/strong>\u306b\u306f\u6700\u9069\u3067\u3059\u3002<\/p>\n

Excel\u30fbGoogle Spreadsheet\u30fb\u7c21\u5358\u306aSQL<\/span><\/strong>\u64cd\u4f5c\u304c\u3067\u304d\u308c\u3070\u5bfe\u5fdc\u53ef\u80fd\u3067\u3001\u5728\u5b85\u30fb\u571f\u65e5\u7a3c\u50cd\u306e\u6848\u4ef6\u304c\u8c4a\u5bcc\u3067\u3059\u3002<\/p>\n

\u7d99\u7d9a\u6848\u4ef6\u306b\u767a\u5c55\u3057\u3084\u3059\u304f\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u306e\u4fe1\u983c\u95a2\u4fc2\u69cb\u7bc9<\/strong>\u306e\u7b2c\u4e00\u6b69\u3068\u3057\u3066\u3082\u6709\u52b9\u3067\u3059\u3002<\/p>\n

\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8b1b\u5e2b\u30fb\u6280\u8853\u9867\u554f<\/h3>\n

\u30c7\u30fc\u30bf\u5206\u6790\u306e\u30b9\u30ad\u30eb\u3092\u6d3b\u304b\u3057\u305f\u6559\u80b2\u30fb\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0<\/strong>\u5206\u91ce\u306e\u6848\u4ef6\u3067\u3059\u3002<\/p>\n

\u30aa\u30f3\u30e9\u30a4\u30f3\u30b9\u30af\u30fc\u30eb\u8b1b\u5e2b\u30fb\u4f01\u696d\u7814\u4fee\u30fb\u6280\u8853\u9867\u554f<\/strong>\u306a\u3069\u306e\u5f62\u614b\u3067\u3001\u6642\u7d663,000\u5186\u301c8,000\u5186<\/strong>\u306e\u9ad8\u5358\u4fa1\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u4eba\u306b\u6559\u3048\u308b\u80fd\u529b\u30fb\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u80fd\u529b<\/span><\/strong>\u304c\u91cd\u8981\u3067\u3001\u6280\u8853\u30b9\u30ad\u30eb\u3068\u540c\u7b49\u306b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u80fd\u529b\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n

\u571f\u65e5\u30fb\u591c\u9593\u5bfe\u5fdc<\/strong>\u306e\u6848\u4ef6\u304c\u591a\u304f\u3001\u672c\u696d\u3068\u306e\u4e21\u7acb\u304c\u3057\u3084\u3059\u3044\u526f\u696d\u5f62\u614b\u3068\u3057\u3066\u4eba\u6c17\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u5728\u5b85\u30fb\u571f\u65e5OK\u306e\u30c7\u30fc\u30bf\u5206\u6790\u526f\u696d\u6848\u4ef6\u306e\u63a2\u3057\u65b9<\/h2>\n

\u5728\u5b85\u30fb\u571f\u65e5\u5bfe\u5fdc\u53ef\u80fd<\/strong>\u306a\u30c7\u30fc\u30bf\u5206\u6790\u6848\u4ef6\u306f\u3001\u526f\u696d\u30ef\u30fc\u30ab\u30fc\u306b\u3068\u3063\u3066\u7406\u60f3\u7684\u306a\u50cd\u304d\u65b9\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u3057\u304b\u3057\u3001\u5168\u6848\u4ef6\u306e\u7d0430%\u7a0b\u5ea6<\/span><\/strong>\u3057\u304b\u5b8c\u5168\u30ea\u30e2\u30fc\u30c8\u5bfe\u5fdc\u3057\u3066\u304a\u3089\u305a\u3001\u6226\u7565\u7684\u306a\u6848\u4ef6\u63a2\u3057\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n

\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30af\u30e9\u30a6\u30c9\u30bd\u30fc\u30b7\u30f3\u30b0\u30fb\u76f4\u63a5\u55b6\u696d<\/strong>\u306e3\u3064\u306e\u30c1\u30e3\u30cd\u30eb\u3092\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u3067\u3001\u7406\u60f3\u7684\u306a\u50cd\u304d\u65b9\u3068\u9ad8\u5358\u4fa1<\/span><\/strong>\u3092\u4e21\u7acb\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u7279\u306b\u3001\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u3084IT\u7cfb\u4f01\u696d<\/strong>\u306f\u67d4\u8edf\u306a\u50cd\u304d\u65b9\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u5834\u5408\u304c\u591a\u304f\u3001\u72d9\u3044\u76ee\u3067\u3059\u3002<\/p>\n

\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u7cfb\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u3067\u691c\u7d22\u3059\u308b<\/h3>\n

\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6848\u4ef6<\/strong>\u3092\u898b\u3064\u3051\u308b\u306b\u306f\u3001\u300c\u30ea\u30e2\u30fc\u30c8\u300d\u300c\u5728\u5b85\u300d\u300c\u30c6\u30ec\u30ef\u30fc\u30af\u300d\u306a\u3069\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u3067\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u691c\u7d22\u3092\u6d3b\u7528\u3057\u307e\u3059\u3002<\/p>\n

IT\u7cfb\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u30fbSaaS\u4f01\u696d\u30fb\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u30d5\u30a1\u30fc\u30e0<\/strong>\u306f\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306b\u7a4d\u6975\u7684\u306a\u4f01\u696d\u304c\u591a\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3067\u306e\u4f5c\u696d\u7d4c\u9a13<\/span><\/strong>\u3092\u30a2\u30d4\u30fc\u30eb\u3057\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3078\u306e\u7406\u89e3\u3092\u793a\u3059\u3053\u3068\u3067\u4fe1\u983c\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u307e\u3057\u3087\u3046\u3002<\/p>\n

\u9762\u63a5\u6642\u306b\u4f5c\u696d\u74b0\u5883\u30fb\u901a\u4fe1\u901f\u5ea6\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56<\/strong>\u306b\u3064\u3044\u3066\u5177\u4f53\u7684\u306b\u8aac\u660e\u3067\u304d\u308b\u3088\u3046\u6e96\u5099\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n

\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u81ea\u5206\u306e\u7a3c\u50cd\u6642\u9593\u306b\u5408\u3063\u305f\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3092\u63a2\u3057\u3066\u3082\u3089\u3046<\/h3>\n

\u571f\u65e5\u30fb\u5e73\u65e5\u591c\u9593\u7a3c\u50cd<\/strong>\u306e\u6848\u4ef6\u306f\u9650\u5b9a\u7684\u3067\u3059\u304c\u3001\u9069\u5207\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u7372\u5f97\u53ef\u80fd\u3067\u3059\u3002<\/p>\n

\u6d77\u5916\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30fb24\u6642\u9593\u30b5\u30fc\u30d3\u30b9\u904b\u55b6\u4f01\u696d\u30fb\u7dca\u6025\u5bfe\u5fdc\u6848\u4ef6<\/strong>\u3067\u306f\u3001\u6642\u9593\u7684\u5236\u7d04\u304c\u7de9\u548c\u3055\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u306f\u7a3c\u50cd\u53ef\u80fd\u6642\u9593\u3092\u660e\u78ba\u306b\u4f1d\u3048<\/span><\/strong>\u3001\u6761\u4ef6\u30de\u30c3\u30c1\u3059\u308b\u6848\u4ef6\u306e\u512a\u5148\u7d39\u4ecb\u3092\u4f9d\u983c\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n

\u975e\u540c\u671f\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3<\/strong>\uff08Slack\u30fb\u30e1\u30fc\u30eb\u4e2d\u5fc3\uff09\u3067\u306e\u696d\u52d9\u9032\u884c\u304c\u53ef\u80fd\u306a\u6848\u4ef6\u3092\u9078\u3076\u3053\u3068\u3067\u3001\u6642\u9593\u7684\u5236\u7d04\u3092\u6700\u5c0f\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u77ed\u6642\u9593\u30fb\u5358\u767a\u306e\u526f\u696d\u6848\u4ef6\u3092\u63a2\u3059<\/h3>\n

\u903110\u6642\u9593\u4ee5\u4e0b\u30fb\u5358\u767a\u6848\u4ef6<\/strong>\u306f\u3001\u526f\u696d\u521d\u5fc3\u8005\u304c\u7d4c\u9a13\u3092\u7a4d\u3080\u306e\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30fb\u5206\u6790\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u30fb\u7d71\u8a08\u5206\u6790<\/strong>\u306a\u3069\u306e\u660e\u78ba\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u696d\u52d9\u304c\u4e2d\u5fc3\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u30af\u30e9\u30a6\u30c9\u30bd\u30fc\u30b7\u30f3\u30b0\u30b5\u30a4\u30c8<\/span><\/strong>\u3067\u306f\u30011\u9031\u9593\u301c1\u30f6\u6708\u7a0b\u5ea6\u306e\u77ed\u671f\u6848\u4ef6\u304c\u8c4a\u5bcc\u306b\u63b2\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u6700\u521d\u306f\u4f4e\u5358\u4fa1\u3067\u3082\u5b9f\u7e3e\u30fb\u8a55\u4fa1\u306e\u84c4\u7a4d<\/strong>\u3092\u512a\u5148\u3057\u3001\u5f90\u3005\u306b\u5358\u4fa1\u5411\u4e0a\u3092\u56f3\u308b\u6226\u7565\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u306e\u6848\u4ef6\u304c\u8c4a\u5bcc\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b5\u30fc\u30d3\u30b97\u9078<\/h2>\n

\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u6848\u4ef6\u7372\u5f97\u306b\u306f\u3001\u8907\u6570\u306e\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u767b\u9332<\/strong>\u304c\u6210\u529f\u306e\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/strong>\u306e\u7279\u5fb4\u3092\u7406\u89e3\u3057\u3001\u81ea\u5206\u306e\u30b9\u30ad\u30eb\u30ec\u30d9\u30eb\u3068\u5e0c\u671b\u6761\u4ef6\u306b\u5fdc\u3058\u3066\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n

\u5404\u30b5\u30fc\u30d3\u30b9\u306e\u624b\u6570\u6599\u30fb\u6848\u4ef6\u7a2e\u985e\u30fb\u30b5\u30dd\u30fc\u30c8\u5185\u5bb9<\/span><\/strong>\u3092\u6bd4\u8f03\u691c\u8a0e\u3057\u3001\u6700\u9069\u306a\u7d44\u307f\u5408\u308f\u305b\u3092\u898b\u3064\u3051\u307e\u3057\u3087\u3046\u3002<\/p>\n

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1\u4f4d\uff1a\u30ec\u30d0\u30c6\u30c3\u30af\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9<\/h3>\n

\"\"<\/p>\n\n\n\n\n\n
\u6848\u4ef6\u6570<\/th>\n50,000\u4ef6\u4ee5\u4e0a<\/td>\n<\/tr>\n
\u5bfe\u5fdc\u8077\u7a2e<\/th>\n\u30b7\u30b9\u30c6\u30e0\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30c7\u30fc\u30bf\u5206\u6790\u30a8\u30f3\u30b8\u30cb\u30a2<\/td>\n<\/tr>\n
\u5bfe\u5fdc\u5730\u57df<\/th>\n\u6771\u4eac\u3001\u5927\u962a\u3001\u540d\u53e4\u5c4b\u3001\u798f\u5ca1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u30ec\u30d0\u30c6\u30c3\u30af\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306f\u3001\u696d\u754c\u6700\u5927\u7d1a\u306e\u6848\u4ef6\u6570<\/strong>\u3092\u8a87\u308b\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u3059\u3002<\/p>\n

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\u30ea\u30e2\u30fc\u30c8\u6848\u4ef6\u306e\u5272\u5408\u308291%\u4ee5\u4e0a\u3068\u9ad8\u304f\u3001\u5834\u6240\u3092\u9078\u3070\u306a\u3044\u50cd\u304d\u65b9<\/strong>\u3092\u5b9f\u73fe\u3067\u304d\u308b\u306e\u3082\u5927\u304d\u306a\u9b45\u529b\u3067\u3059\u3002<\/p>\n

\uff3c\u767b\u9332\u6570no1\u306e\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff0f<\/strong><\/span><\/p>\n

\u3010\u7121\u6599\u3011\u30ec\u30d0\u30c6\u30c3\u30af\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u6848\u4ef6\u3092\u898b\u308b<\/a><\/p>\n

<\/center><\/p>\n

2\u4f4d\uff1a\u30c6\u30af\u30d5\u30ea<\/h3>\n

\"\"<\/p>\n\n\n\n\n\n
\u6848\u4ef6\u6570<\/th>\n18,000\u4ef6\u4ee5\u4e0a<\/td>\n<\/tr>\n
\u5bfe\u5fdc\u8077\u7a2e<\/th>\n\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30b5\u30fc\u30d0\u30fc\u30b5\u30a4\u30c9\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30a4\u30f3\u30d5\u30e9\u30a8\u30f3\u30b8\u30cb\u30a2<\/td>\n<\/tr>\n
\u5bfe\u5fdc\u5730\u57df<\/th>\n\u6771\u4eac\u4e2d\u5fc3\uff08\u30ea\u30e2\u30fc\u30c8\u6848\u4ef6\u591a\u6570\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u30c6\u30af\u30d5\u30ea\u306f\u3001\u30a8\u30f3\u30c9\u76f4\u5951\u7d0498%\u4ee5\u4e0a<\/strong>\u3068\u3044\u3046\u9ad8\u3044\u6848\u4ef6\u54c1\u8cea\u3092\u8a87\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u5206\u6790\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5e73\u5747\u5358\u4fa1\u306f81.2\u4e07\u5186\u3068\u696d\u754c\u30c8\u30c3\u30d7\u30af\u30e9\u30b9\u306e\u9ad8\u5358\u4fa1<\/span><\/strong>\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

52\u8a00\u8a9e\u30fb60\u8077\u7a2e\u306b\u5bfe\u5fdc\u3059\u308b\u8c4a\u5bcc\u306a\u6848\u4ef6\u30e9\u30a4\u30f3\u30ca\u30c3\u30d7\u3067\u3001\u6700\u901f2\u65e5\u3067\u306e\u6848\u4ef6\u53c2\u753b<\/strong>\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n

\u7279\u306b\u30de\u30fc\u30b8\u30f310%\u306e\u6848\u4ef6<\/strong>\u304c\u591a\u304f\u3001\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u624b\u53d6\u308a\u53ce\u5165\u3092\u6700\u5927\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u5145\u5b9f\u3057\u305f\u798f\u5229\u539a\u751f\u30b5\u30fc\u30d3\u30b9\u300cIT\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30b3\u30f3\u30bd\u30fc\u30b7\u30a2\u30e0\u300d\u306b\u3088\u308a\u3001\u5b89\u5fc3\u3057\u3066\u50cd\u3051\u308b\u74b0\u5883<\/strong>\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u30c6\u30af\u30d5\u30ea\u3067\u6848\u4ef6\u3092\u898b\u308b<\/a><\/p>\n

3\u4f4d\uff1aIT\u30d7\u30ed\u30d1\u30fc\u30c8\u30ca\u30fc\u30ba<\/h3>\n

\"\"<\/p>\n\n\n\n\n\n
\u6848\u4ef6\u6570<\/th>\n4,000\u4ef6\u4ee5\u4e0a<\/td>\n<\/tr>\n
\u5bfe\u5fdc\u8077\u7a2e<\/th>\n\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u3001IT\u30a8\u30f3\u30b8\u30cb\u30a2\u3001Web\u30de\u30fc\u30b1\u30bf\u30fc\u3001Web\u30c7\u30b6\u30a4\u30ca\u30fc\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc<\/td>\n<\/tr>\n
\u5bfe\u5fdc\u5730\u57df<\/th>\n\u6771\u4eac\u3001\u5927\u962a\u3001\u540d\u53e4\u5c4b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

IT\u30d7\u30ed\u30d1\u30fc\u30c8\u30ca\u30fc\u30ba\u306f\u3001\u90312\u301c3\u65e5\u7a3c\u50cd<\/strong>\u306e\u6848\u4ef6\u306b\u7279\u5316\u3057\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u5206\u6790\u526f\u696d\u3092\u59cb\u3081\u305f\u3044\u65b9\u306b\u3068\u3063\u3066\u3001\u672c\u696d\u3068\u4e21\u7acb\u3057\u3084\u3059\u3044\u50cd\u304d\u65b9<\/span><\/strong>\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u7d049\u5272\u304c\u30a8\u30f3\u30c9\u76f4\u6848\u4ef6\u3067\u3001\u9ad8\u5358\u4fa1\u3067\u306e\u6848\u4ef6\u53c2\u753b<\/strong>\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30afOK\u306e\u6848\u4ef6\u304c\u591a\u304f\u3001\u67d4\u8edf\u306a\u50cd\u304d\u65b9<\/strong>\u3092\u5b9f\u73fe\u3067\u304d\u308b\u306e\u3082\u9b45\u529b\u3067\u3059\u3002<\/p>\n

IT\u8d77\u696d\u5bb6\u30fb\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u81ea\u7acb\u3092\u652f\u63f4\u3059\u308b\u59ff\u52e2\u304c\u5f37\u304f\u3001\u30ad\u30e3\u30ea\u30a2\u30a2\u30c3\u30d7\u652f\u63f4<\/strong>\u306b\u3082\u529b\u3092\u5165\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n

\uff3c\u90312\u65e5\u304b\u3089\u306e\u6848\u4ef6\u7d39\u4ecb\uff01\uff0f<\/strong><\/span><\/p>\n

\u3010\u7121\u6599\u3011IT\u30d7\u30ed\u306e\u6848\u4ef6\u3092\u898b\u308b<\/a><\/p>\n

<\/center><\/p>\n

4\u4f4d\uff1a\u30e9\u30f3\u30b5\u30fc\u30ba\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/h3>\n

\"\"<\/p>\n\n\n\n\n\n
\u6848\u4ef6\u6570<\/th>\n17,000\u4ef6\u4ee5\u4e0a<\/td>\n<\/tr>\n
\u5bfe\u5fdc\u8077\u7a2e<\/th>\n\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3001\u30c7\u30b6\u30a4\u30ca\u30fc\u3001\u30de\u30fc\u30b1\u30bf\u30fc<\/td>\n<\/tr>\n
\u5bfe\u5fdc\u5730\u57df<\/th>\n\u6771\u4eac\u3001\u795e\u5948\u5ddd\u3001\u57fc\u7389\u3001\u5343\u8449<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u30e9\u30f3\u30b5\u30fc\u30ba\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u4e0a\u5834\u4f01\u696d\u904b\u55b6<\/strong>\u306e\u5b89\u5fc3\u611f\u304c\u3042\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u5206\u6790\u6848\u4ef6\u3092\u4e2d\u5fc3\u306b\u3001\u30ea\u30e2\u30fc\u30c8\u6848\u4ef685%\u4ee5\u4e0a<\/span><\/strong>\u3068\u3044\u3046\u9ad8\u3044\u5272\u5408\u3092\u8a87\u308a\u307e\u3059\u3002<\/p>\n

\u5e74\u9593\u63d0\u6848\u6570103,953\u4ef6\u3001\u6708\u9593\u65b0\u898f\u6848\u4ef6\u6570680\u4ef6\u4ee5\u4e0a\u3068\u8c4a\u5bcc\u306a\u6848\u4ef6\u6d41\u901a<\/strong>\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

\u90314\u65e5\u4ee5\u4e0a\u306e\u4e2d\u9577\u671f\u6848\u4ef6\u304c\u4e2d\u5fc3\u3067\u3001\u5b89\u5b9a\u3057\u305f\u53ce\u5165<\/strong>\u3092\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u5c02\u4efb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u624b\u539a\u3044\u30b5\u30dd\u30fc\u30c8\u306b\u3088\u308a\u3001\u6848\u4ef6\u7d99\u7d9a\u7387<\/strong>\u3082\u9ad8\u3044\u6c34\u6e96\u3092\u7dad\u6301\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\uff3c\u7a3c\u50cd\u8005\u306e10\u4eba\u4e2d8\u4eba\u304c\u6e80\u8db3\u3068\u56de\u7b54\uff01\uff0f<\/strong><\/span><\/p>\n

\u3010\u7121\u6599\u3011\u30e9\u30f3\u30b5\u30fc\u30ba\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6848\u4ef6\u3092\u898b\u308b<\/a><\/p>\n

<\/center><\/p>\n

5\u4f4d\uff1a\u30d5\u30a9\u30b9\u30bf\u30fc\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9<\/h3>\n

\"\"<\/p>\n\n\n\n\n\n
\u6848\u4ef6\u6570<\/th>\n5,000\u4ef6\u4ee5\u4e0a<\/td>\n<\/tr>\n
\u5bfe\u5fdc\u8077\u7a2e<\/th>\nIT\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001\u30a4\u30f3\u30d5\u30e9\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3001\u30b7\u30b9\u30c6\u30e0\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8<\/td>\n<\/tr>\n
\u5bfe\u5fdc\u5730\u57df<\/th>\n\u6771\u4eac\u3001\u5927\u962a\u3001\u540d\u53e4\u5c4b\u3001\u798f\u5ca1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u30d5\u30a9\u30b9\u30bf\u30fc\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306f\u30011996\u5e74\u5275\u696d<\/strong>\u306e\u8001\u8217\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u5206\u6790\u6848\u4ef6\u3067\u306f\u6700\u9ad8230\u4e07\u5186<\/span><\/strong>\u306e\u9ad8\u984d\u5831\u916c\u6848\u4ef6\u3082\u53d6\u308a\u6271\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u975e\u516c\u958b\u6848\u4ef6\u3082\u8c4a\u5bcc\u3067\u3001\u5e38\u66425,000\u4ef6\u8d85\u306e\u512a\u826f\u6848\u4ef6<\/strong>\u3092\u4fdd\u6709\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u6700\u77ed3\u65e5\u3067\u5c31\u696d\u53ef\u80fd\u306a\u30b9\u30d4\u30fc\u30c9\u611f<\/strong>\u304c\u7279\u5fb4\u3067\u3001\u6025\u3044\u3067\u6848\u4ef6\u3092\u59cb\u3081\u305f\u3044\u65b9\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n

\u5229\u7528\u8005\u6e80\u8db3\u5ea690%\u4ee5\u4e0a\u3068\u3044\u3046\u9ad8\u3044\u8a55\u4fa1<\/strong>\u3092\u5f97\u3066\u304a\u308a\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\uff3c\u6848\u4ef6\u306e\u534a\u6570\u4ee5\u4e0a\u304c\u9ad8\u5358\u4fa1\u306a\u76f4\u53d6\u5f15\uff01\uff0f<\/strong><\/span><\/p>\n

\u3010\u7121\u6599\u3011FOSTER FREELANCE\u306e\u6848\u4ef6\u3092\u898b\u308b<\/a><\/p>\n

<\/center><\/p>\n

6\u4f4d\uff1aFindy Freelance<\/h3>\n

\"\"<\/p>\n\n\n\n\n\n
\u6848\u4ef6\u6570<\/th>\n15,000\u4ef6\u4ee5\u4e0a<\/td>\n<\/tr>\n
\u5bfe\u5fdc\u8077\u7a2e<\/th>\n\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u30a8\u30f3\u30b8\u30cb\u30a2<\/td>\n<\/tr>\n
\u5bfe\u5fdc\u5730\u57df<\/th>\n\u5168\u56fd\uff08\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u4e2d\u5fc3\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

Findy Freelance\u306f\u3001\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u7279\u5316<\/strong>\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u5206\u6790\u6848\u4ef6\u3067\u306f\u6642\u9593\u5358\u4fa15,000\u5186\u4ee5\u4e0a<\/span><\/strong>\u306e\u9ad8\u5358\u4fa1\u6848\u4ef6\u3092\u591a\u6570\u53d6\u308a\u6271\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6848\u4ef6\u304c80%\u3001\u90313\u65e5\u7a3c\u50cd\u53ef\u80fd\u306a\u6848\u4ef6\u304c51%\u3068\u67d4\u8edf\u306a\u50cd\u304d\u65b9<\/strong>\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n

GitHub\u9023\u643a\u306b\u3088\u308b\u30b9\u30ad\u30eb\u8a3a\u65ad\u3067\u3001\u9069\u5207\u306a\u6848\u4ef6\u30de\u30c3\u30c1\u30f3\u30b0<\/strong>\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u4e2d\u5fc3\u306e\u305f\u3081\u3001\u6700\u65b0\u6280\u8853\u306b\u89e6\u308c\u308b\u6a5f\u4f1a<\/strong>\u304c\u591a\u3044\u306e\u3082\u9b45\u529b\u3067\u3059\u3002<\/p>\n

Findy Freelance\u306e\u6848\u4ef6\u3092\u898b\u308b<\/a><\/p>\n

7\u4f4d\uff1aHiPro Tech<\/h3>\n

\"\"<\/p>\n\n\n\n\n\n
\u6848\u4ef6\u6570<\/th>\n3,871\u4ef6<\/td>\n<\/tr>\n
\u5bfe\u5fdc\u8077\u7a2e<\/th>\nIT\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3001\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u3001CTO<\/td>\n<\/tr>\n
\u5bfe\u5fdc\u5730\u57df<\/th>\n\u5168\u56fd<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

HiPro Tech\u306f\u3001\u30d1\u30fc\u30bd\u30eb\u30ad\u30e3\u30ea\u30a2\u904b\u55b6<\/strong>\u306e\u5b89\u5fc3\u611f\u304c\u3042\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u5206\u6790\u6848\u4ef6\u3067\u306f\u5e73\u5747\u5e74\u9593\u5831\u916c920\u4e07\u5186<\/span><\/strong>\u3068\u3044\u3046\u9ad8\u6c34\u6e96\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

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\uff3c\u5e73\u574710\uff05\u5831\u916c\u30a2\u30c3\u30d7\uff01\uff0f<\/strong><\/span><\/p>\n

\u3010\u7121\u6599\u3011HiPro Tech\u306e\u6848\u4ef6\u3092\u898b\u308b<\/a><\/p>\n

<\/center><\/p>\n

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\u5177\u4f53\u7684\u306a\u6210\u679c\u3092\u30a2\u30d4\u30fc\u30eb\u3059\u308b<\/h3>\n

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Before\/After \u306e\u6bd4\u8f03\u30fb\u4f7f\u7528\u6280\u8853\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u898f\u6a21<\/strong>\u3092\u542b\u3081\u305f\u8a73\u7d30\u306a\u4e8b\u4f8b\u7d39\u4ecb\u3092\u6e96\u5099\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n

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\u5c02\u9580\u5206\u91ce\u306b\u7279\u5316\u3059\u308b<\/h3>\n

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\u30a4\u30f3\u30bf\u30fc\u30f3\u30b7\u30c3\u30d7\u30fb\u30a2\u30eb\u30d0\u30a4\u30c8\u30fb\u696d\u52d9\u59d4\u8a17<\/strong>\u3067\u306e\u77ed\u671f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u53c2\u52a0\u306b\u3088\u308a\u3001\u5b9f\u969b\u306e\u30d3\u30b8\u30cd\u30b9\u74b0\u5883\u3067\u306e\u30c7\u30fc\u30bf\u5206\u6790\u3092\u7d4c\u9a13\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u30d7\u30ed\u30dc\u30ce\uff08\u7121\u511f\uff09\u6848\u4ef6\u3084NPO\u56e3\u4f53<\/span><\/strong>\u3067\u306e\u30c7\u30fc\u30bf\u5206\u6790\u652f\u63f4\u3082\u3001\u5b9f\u7e3e\u4f5c\u308a\u306b\u306f\u6709\u52b9\u306a\u624b\u6bb5\u3067\u3059\u3002<\/p>\n

\u73fe\u5728\u306e\u8077\u5834\u3067\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u63d0\u6848\u3084\u3001\u793e\u5185\u30c7\u30fc\u30bf\u5206\u6790\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/strong>\u3078\u306e\u53c2\u52a0\u3082\u8cb4\u91cd\u306a\u7d4c\u9a13\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3092\u4f5c\u6210\u3059\u308b<\/h3>\n

\u52b9\u679c\u7684\u306a\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306b\u306f\u30013\u301c5\u500b\u306e\u591a\u69d8\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/strong>\u3092\u542b\u3081\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n

\u5404\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u554f\u984c\u8a2d\u5b9a\u30fb\u30c7\u30fc\u30bf\u53ce\u96c6\u30fb\u5206\u6790\u624b\u6cd5\u30fb\u7d50\u679c\u30fb\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30d1\u30af\u30c8<\/strong>\u3092\u660e\u78ba\u306b\u8a18\u8f09\u3057\u3001\u6280\u8853\u7684\u306a\u30d7\u30ed\u30bb\u30b9\u3092\u8a73\u7d30\u306b\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n

GitHub\u30fbKaggle\u30fb\u500b\u4eba\u30d6\u30ed\u30b0<\/span><\/strong>\u306a\u3069\u306e\u8907\u6570\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u516c\u958b\u3057\u3001\u691c\u7d22\u53ef\u80fd\u306a\u72b6\u614b\u3092\u7dad\u6301\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n

\u696d\u754c\u5225\uff08\u91d1\u878d\u30fb\u5c0f\u58f2\u30fb\u88fd\u9020\u306a\u3069\uff09\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u542b\u3081\u308b\u3053\u3068\u3067\u3001\u7279\u5b9a\u9818\u57df\u3067\u306e\u5c02\u9580\u6027<\/strong>\u3092\u30a2\u30d4\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u8cc7\u683c\u3092\u53d6\u5f97\u3059\u308b<\/h3>\n

\u7d71\u8a08\u691c\u5b9a\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u691c\u5b9a\u30fbG\u691c\u5b9a<\/strong>\u306a\u3069\u306e\u8cc7\u683c\u306f\u3001\u672a\u7d4c\u9a13\u8005\u306e\u30b9\u30ad\u30eb\u8a3c\u660e\u306b\u6709\u52b9\u3067\u3059\u3002<\/p>\n

Python3\u30a8\u30f3\u30b8\u30cb\u30a2\u8a8d\u5b9a\u57fa\u790e\u8a66\u9a13\u30fb\u30c7\u30fc\u30bf\u5206\u6790\u8a66\u9a13<\/strong>\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u80fd\u529b\u306e\u5ba2\u89b3\u7684\u306a\u8a3c\u660e\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n

AWS\u30fbGoogle Cloud\u30fbMicrosoft Azure<\/span><\/strong>\u306e\u30af\u30e9\u30a6\u30c9\u95a2\u9023\u8cc7\u683c\u3082\u3001\u73fe\u4ee3\u306e\u30c7\u30fc\u30bf\u5206\u6790\u74b0\u5883\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n

\u305f\u3060\u3057\u3001\u8cc7\u683c\u3060\u3051\u3067\u306f\u5b9f\u52d9\u80fd\u529b\u306e\u8a3c\u660e\u3068\u3057\u3066\u306f\u4e0d\u5341\u5206<\/span><\/strong>\u306a\u305f\u3081\u3001\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3068\u7d44\u307f\u5408\u308f\u305b\u305f\u7dcf\u5408\u7684\u306a\u30a2\u30d4\u30fc\u30eb\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u3092\u59cb\u3081\u308b\u524d\u306b\u77e5\u3063\u3066\u304a\u304f\u3079\u304d\u3053\u3068<\/h2>\n

\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u3092\u6210\u529f\u3055\u305b\u308b\u306b\u306f\u3001\u6cd5\u7684\u30fb\u7a0e\u52d9\u7684\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u9762<\/strong>\u3067\u306e\u9069\u5207\u306a\u6e96\u5099\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n

\u7279\u306b\u60c5\u5831\u6f0f\u6d29\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u9055\u53cd<\/span><\/strong>\u306f\u3001\u30ad\u30e3\u30ea\u30a2\u306b\u81f4\u547d\u7684\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u4e8b\u524d\u306e\u5341\u5206\u306a\u7406\u89e3\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n

\u672c\u696d\u3068\u306e\u5229\u76ca\u76f8\u53cd\u30fb\u7af6\u696d\u7981\u6b62\u30fb\u6a5f\u5bc6\u4fdd\u6301<\/strong>\u306a\u3069\u306e\u6cd5\u7684\u30ea\u30b9\u30af\u3092\u6b63\u78ba\u306b\u628a\u63e1\u3057\u3001\u9069\u5207\u306a\u5bfe\u7b56\u3092\u8b1b\u3058\u307e\u3057\u3087\u3046\u3002<\/p>\n

\u307e\u305f\u3001\u7a0e\u52d9\u51e6\u7406\u30fb\u5e33\u7c3f\u7ba1\u7406\u30fb\u78ba\u5b9a\u7533\u544a<\/strong>\u306e\u57fa\u790e\u77e5\u8b58\u3082\u3001\u526f\u696d\u53ce\u5165\u306e\u9069\u6b63\u306a\u7ba1\u7406\u306b\u306f\u91cd\u8981\u3067\u3059\u3002<\/p>\n

\u672c\u696d\u306e\u5c31\u696d\u898f\u5247\u3092\u78ba\u8a8d\u3057\u30c8\u30e9\u30d6\u30eb\u3092\u9632\u3050<\/h3>\n

\u5c31\u696d\u898f\u5247\u306e\u8a73\u7d30\u78ba\u8a8d<\/strong>\u306f\u3001\u526f\u696d\u958b\u59cb\u524d\u306b\u5fc5\u305a\u5b9f\u65bd\u3059\u3079\u304d\u91cd\u8981\u306a\u624b\u7d9a\u304d\u3067\u3059\u3002<\/p>\n

\u526f\u696d\u7981\u6b62\u30fb\u4e8b\u524d\u7533\u8acb\u5236\u30fb\u53ce\u5165\u5236\u9650\u30fb\u7af6\u696d\u7981\u6b62<\/strong>\u306a\u3069\u3001\u4f01\u696d\u3054\u3068\u306b\u7570\u306a\u308b\u898f\u5b9a\u3092\u6b63\u78ba\u306b\u628a\u63e1\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n

\u4eba\u4e8b\u90e8\u9580\u3068\u306e\u4e8b\u524d\u76f8\u8ac7<\/span><\/strong>\u306b\u3088\u308a\u3001\u30b0\u30ec\u30fc\u30be\u30fc\u30f3\u3092\u660e\u78ba\u5316\u3057\u3001\u30c8\u30e9\u30d6\u30eb\u306e\u672a\u7136\u9632\u6b62\u3092\u56f3\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n

\u7121\u65ad\u3067\u306e\u526f\u696d\u306f\u61f2\u6212\u51e6\u5206<\/span><\/strong>\u306e\u30ea\u30b9\u30af\u304c\u3042\u308b\u305f\u3081\u3001\u9069\u5207\u306a\u624b\u7d9a\u304d\u3092\u5fc5\u305a\u8e0f\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n

\u526f\u696d\u53ce\u5165\u304c20\u4e07\u5186\u3092\u8d85\u3048\u308b\u3068\u78ba\u5b9a\u7533\u544a\u304c\u5fc5\u8981<\/h3>\n

\u526f\u696d\u53ce\u5165\u304c\u5e74\u959320\u4e07\u5186\u3092\u8d85\u3048\u308b\u5834\u5408<\/strong>\u306f\u3001\u78ba\u5b9a\u7533\u544a\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u6240\u5f97\u7a0e\u30fb\u4f4f\u6c11\u7a0e\u30fb\u56fd\u6c11\u5065\u5eb7\u4fdd\u967a\u6599<\/strong>\u3078\u306e\u5f71\u97ff\u3092\u6b63\u78ba\u306b\u8a08\u7b97\u3057\u3001\u9069\u5207\u306a\u7a0e\u52d9\u51e6\u7406\u3092\u884c\u3044\u307e\u3057\u3087\u3046\u3002<\/p>\n

\u7d4c\u8cbb\u8a08\u4e0a\u30fb\u9752\u8272\u7533\u544a\u30fb\u7a0e\u52d9\u30bd\u30d5\u30c8<\/span><\/strong>\u306e\u6d3b\u7528\u306b\u3088\u308a\u3001\u7a0e\u8ca0\u62c5\u306e\u6700\u9069\u5316\u3068\u52b9\u7387\u7684\u306a\u51e6\u7406\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n

\u7a0e\u7406\u58eb\u3078\u306e\u76f8\u8ac7\u3084\u4f1a\u8a08\u30bd\u30d5\u30c8\u306e\u5c0e\u5165<\/strong>\u306b\u3088\u308a\u3001\u8907\u96d1\u306a\u7a0e\u52d9\u51e6\u7406\u3092\u9069\u5207\u306b\u7ba1\u7406\u3059\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n

\u60c5\u5831\u7ba1\u7406\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3092\u3057\u3063\u304b\u308a\u3059\u308b<\/h3>\n

\u30c7\u30fc\u30bf\u5206\u6790\u696d\u52d9\u3067\u306f\u3001\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u4f01\u696d\u30c7\u30fc\u30bf<\/strong>\u3092\u6271\u3046\u6a5f\u4f1a\u304c\u591a\u304f\u3001\u53b3\u683c\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u6697\u53f7\u5316\u30fb\u30a2\u30af\u30bb\u30b9\u5236\u9650\u30fb\u4f5c\u696d\u74b0\u5883\u306e\u5206\u96e2<\/strong>\u306a\u3069\u3001\u6280\u8853\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3092\u5fb9\u5e95\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n

NDA\uff08\u6a5f\u5bc6\u4fdd\u6301\u5951\u7d04\uff09\u30fb\u500b\u4eba\u60c5\u5831\u4fdd\u8b77<\/span><\/strong>\u306b\u95a2\u3059\u308b\u6cd5\u7684\u7fa9\u52d9\u3092\u6b63\u78ba\u306b\u7406\u89e3\u3057\u3001\u9075\u5b88\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n

\u60c5\u5831\u6f0f\u6d29\u4e8b\u6545<\/span><\/strong>\u306f\u6cd5\u7684\u8cac\u4efb\u3060\u3051\u3067\u306a\u304f\u3001\u4fe1\u7528\u5931\u589c\u306b\u3088\u308a\u4eca\u5f8c\u306e\u6848\u4ef6\u7372\u5f97\u306b\u3082\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u307e\u3059\u3002<\/p>\n

\u672c\u696d\u3068\u526f\u696d\u306e\u9069\u5207\u306a\u30d0\u30e9\u30f3\u30b9\u3092\u7dad\u6301\u3059\u308b<\/h3>\n

\u672c\u696d\u3068\u526f\u696d\u306e\u9069\u5207\u306a\u30d0\u30e9\u30f3\u30b9<\/strong>\u3092\u7dad\u6301\u3059\u308b\u3053\u3068\u3067\u3001\u6301\u7d9a\u53ef\u80fd\u306a\u526f\u696d\u6d3b\u52d5\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u4f5c\u696d\u6642\u9593\u306e\u660e\u78ba\u306a\u533a\u5206\u30fb\u512a\u5148\u9806\u4f4d\u306e\u8a2d\u5b9a\u30fb\u7121\u7406\u306e\u306a\u3044\u6848\u4ef6\u9078\u629e<\/strong>\u306b\u3088\u308a\u3001\u904e\u52b4\u3084\u30d0\u30fc\u30f3\u30a2\u30a6\u30c8\u3092\u9632\u6b62\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n

\u30bf\u30b9\u30af\u7ba1\u7406\u30c4\u30fc\u30eb\u30fb\u6642\u9593\u8ffd\u8de1\u30fb\u5b9a\u671f\u7684\u306a\u898b\u76f4\u3057<\/span><\/strong>\u306b\u3088\u308a\u3001\u52b9\u7387\u7684\u306a\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u7ba1\u7406\u3092\u5b9f\u8df5\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n

\u5bb6\u65cf\u3068\u306e\u6642\u9593\u30fb\u5065\u5eb7\u7ba1\u7406\u30fb\u8da3\u5473\u306e\u6642\u9593<\/strong>\u3082\u78ba\u4fdd\u3057\u3001\u7dcf\u5408\u7684\u306a\u751f\u6d3b\u306e\u8cea\u3092\u7dad\u6301\u3059\u308b\u3053\u3068\u3092\u5fc3\u304c\u3051\u307e\u3057\u3087\u3046\u3002<\/p>\n

\u30c7\u30fc\u30bf\u5206\u6790\u306e\u526f\u696d\u3067\u6210\u529f\u3057\u305f\u4f53\u9a13\u8ac7<\/h2>\n

\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u5206\u6790\u526f\u696d\u6210\u529f\u8005\u306e\u4e8b\u4f8b\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u5177\u4f53\u7684\u306a\u6226\u7565\u3068\u5b9f\u73fe\u53ef\u80fd\u306a\u30ad\u30e3\u30ea\u30a2\u30d1\u30b9<\/strong>\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002<\/p>\n

\u672a\u7d4c\u9a13\u304b\u3089\u306e\u6bb5\u968e\u7684\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\u30fb\u53ce\u5165\u5411\u4e0a\u306e\u8ecc\u8de1\u30fb\u8ee2\u8077\u3084\u72ec\u7acb\u3078\u306e\u6d3b\u7528<\/strong>\u306a\u3069\u3001\u591a\u69d8\u306a\u6210\u529f\u30d1\u30bf\u30fc\u30f3\u304c\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n

\u7d99\u7d9a\u7684\u306a\u5b66\u7fd2\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u69cb\u7bc9\u30fb\u5e02\u5834\u4fa1\u5024\u306e\u5411\u4e0a<\/span><\/strong>\u3092\u610f\u8b58\u3057\u305f\u9577\u671f\u7684\u306a\u30ad\u30e3\u30ea\u30a2\u6226\u7565\u304c\u3001\u6210\u529f\u306e\u9375\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u77ed\u671f\u7684\u306a\u53ce\u5165\u5897\u52a0\u3060\u3051\u3067\u306a\u304f\u3001\u5c06\u6765\u7684\u306a\u30ad\u30e3\u30ea\u30a2\u5168\u4f53\u306e\u4fa1\u5024\u5411\u4e0a<\/strong>\u3092\u76ee\u6307\u3059\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n

\u672a\u7d4c\u9a13\u304b\u3089\u670810\u4e07\u5186\u9054\u6210\u3057\u305f\u4f53\u9a13\u8ac7<\/h3>\n

IT\u30a8\u30f3\u30b8\u30cb\u30a2\uff0828\u6b73\uff09<\/strong>\u304c\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7d4c\u9a13\u3092\u6d3b\u304b\u3057\u30666\u30f6\u6708\u3067\u30c7\u30fc\u30bf\u5206\u6790\u526f\u696d\u6708\u53ce10\u4e07\u5186\u3092\u9054\u6210\u3057\u305f\u4e8b\u4f8b\u3067\u3059\u3002<\/p>\n

Python\u5b66\u7fd2\uff082\u30f6\u6708\uff09\u2192Kaggle\u30b3\u30f3\u30da\u53c2\u52a0\uff082\u30f6\u6708\uff09\u2192\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u4f5c\u6210\uff081\u30f6\u6708\uff09\u2192\u6848\u4ef6\u7372\u5f97\uff081\u30f6\u6708\uff09<\/strong>\u3068\u3044\u3046\u6bb5\u968e\u7684\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63a1\u7528\u3057\u307e\u3057\u305f\u3002<\/p>\n

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Excel\u5206\u6790\u2192SQL\u30fbPython\u2192\u6a5f\u68b0\u5b66\u7fd2\u2192AI\u958b\u767a<\/strong>\u3068\u3044\u3046\u6bb5\u968e\u7684\u306a\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\u306b\u3088\u308a\u30012\u5e74\u9593\u30672.5\u500d\u306e\u5358\u4fa1\u5411\u4e0a<\/span><\/strong>\u3092\u9054\u6210\u3057\u307e\u3057\u305f\u3002<\/p>\n

AWS\u8a8d\u5b9a\u8cc7\u683c\u30fb\u7d71\u8a08\u691c\u5b9a\u30fbKaggle Master<\/strong>\u306a\u3069\u306e\u5ba2\u89b3\u7684\u306a\u30b9\u30ad\u30eb\u8a3c\u660e\u3082\u3001\u5358\u4fa1\u4ea4\u6e09\u3067\u306e\u91cd\u8981\u306a\u8981\u7d20\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

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\u672c\u696d\u3068\u306e\u9069\u5207\u306a\u30d0\u30e9\u30f3\u30b9\u3092\u4fdd\u3061\u306a\u304c\u3089\u3001\u9577\u671f\u7684\u306a\u30ad\u30e3\u30ea\u30a2\u4fa1\u5024\u306e\u5411\u4e0a<\/strong>\u3092\u76ee\u6307\u3057\u3001\u30c7\u30fc\u30bf\u5206\u6790\u526f\u696d\u3092\u6226\u7565\u7684\u306b\u6d3b\u7528\u3057\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n

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