{"id":574,"date":"2022-04-19T22:57:06","date_gmt":"2022-04-19T13:57:06","guid":{"rendered":"https:\/\/www.agaroot.jp\/datascience\/column\/?p=574"},"modified":"2026-03-26T15:03:01","modified_gmt":"2026-03-26T06:03:01","slug":"ds","status":"publish","type":"post","link":"https:\/\/www.agaroot.jp\/datascience\/column\/ds\/","title":{"rendered":"DS\u691c\u5b9a\u3068\u306f\uff1f\u96e3\u6613\u5ea6\u3084\u5408\u683c\u30e9\u30a4\u30f3\u3092\u8b1b\u5e2b\u304c\u89e3\u8aac\uff08\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u691c\u5b9a\u30ea\u30c6\u30e9\u30b7\u30fc\u30ec\u30d9\u30eb\uff09"},"content":{"rendered":"\n<p><strong>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u691c\u5b9a\u30ea\u30c6\u30e9\u30b7\u30fc\u30ec\u30d9\u30eb\uff08DS\u691c\u5b9a\u2605\uff09\u3068\u306f\u3069\u3093\u306a\u8cc7\u683c\u8a66\u9a13\u306a\u306e\u304b\u3092\u89e3\u8aac<\/strong>\u3057\u307e\u3059\u3002<br><br><mark>\u8a66\u9a13\u7bc4\u56f2\u3084\u51fa\u984c\u5185\u5bb9\u3001\u5fc5\u8981\u306a\u5b66\u7fd2\u30ec\u30d9\u30eb\u3001\u307e\u305f\u5408\u683c\u57fa\u6e96\u3084\u96e3\u6613\u5ea6\u306a\u3069\u306b\u3064\u3044\u3066\u3082\u8003\u5bdf<\/mark>\u3057\u307e\u3059\u306e\u3067\u3001\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n<div class=\"a-single a-12\"><div class=\"cta_catalog\">\r\n    <p class=\"cta_catalog-ttl\">DS\u691c\u5b9a\u306e\u5408\u683c\u3092<br class=\"sp_only\">\u76ee\u6307\u3057\u3066\u3044\u308b\u65b9\u3078<\/p>\r\n    <div class=\"cta_catalog-list\">\r\n        <ul class=\"bold mt0 wid_fit center_mr\">\r\n            <li class=\"mb8 fs16_14 pl28\">\u81ea\u5206\u306b\u5408\u3046\u6559\u6750\u3092\u898b\u3064\u3051\u305f\u3044<\/li>\r\n            <li class=\"mb8 fs16_14 pl28\">\u7121\u6599\u3067\u8a66\u9a13\u52c9\u5f37\u3092\u306f\u3058\u3081\u3066\u307f\u305f\u3044<\/li>\r\n        <\/ul>\r\n    <\/div>\r\n    <p class=\"center\">\u30a2\u30ac\u30eb\u30fc\u30c8\u306eDS\u691c\u5b9a\u8b1b\u5ea7\u3092<br class=\"sp_only\"><span class=\"mark_y\"><a href=\"https:\/\/learning.agaroot.jp\/customer\/ec\/cart_in\/0000002056\/1?utm_source=datascience&utm_medium=organic&utm_campaign=datascience-column-muryou-up-dskentei\" ><span style=\"text-decoration: underline\" class=\"underline\">\u7121\u6599\u4f53\u9a13\u3057\u3066\u307f\u307e\u305b\u3093\u304b\uff1f<\/span><\/a><\/span><\/p>\r\n    <a href=\"https:\/\/learning.agaroot.jp\/customer\/ec\/cart_in\/0000002056\/1?utm_source=datascience&utm_medium=organic&utm_campaign=datascience-column-banner-up-dskentei\" class=\"single_cta-bnr block center_mr mb15 wid80_pc\"><img src=\"https:\/\/www.agaroot.jp\/datascience\/column\/wp-content\/uploads\/2025\/11\/datascience_bnr_pc.png\r\n\" alt=\"\" class=\"pc_only\">\r\n<img src=\"https:\/\/www.agaroot.jp\/datascience\/column\/wp-content\/uploads\/2025\/11\/datascience_bnr_sp.png\" alt=\"\" class=\"sp_only\"><\/a>\r\n    <div class=\"cta_catalog-checkwrap\">\r\n        <p class=\"cta_catalog-check\"><i class=\"fa fa-check\" aria-hidden=\"true\"><\/i><span class=\"emp\">\u7d043\u6642\u9593\u306eDS\u691c\u5b9a\u3084G\u691c\u5b9a\u3001\u6570\u5b66\u30b9\u30c8\u30e9\u30c6\u30b8\u30b9\u30c8\u8cc7\u683c\u8a66\u9a13\u5bfe\u7b56\u8b1b\u7fa9\u304c20\u65e5\u9593\u898b\u653e\u984c\uff01<\/span><\/p>\r\n        <p class=\"cta_catalog-check\"><i class=\"fa fa-check\" aria-hidden=\"true\"><\/i>\u5b9f\u969b\u306b\u52c9\u5f37\u3067\u304d\u308b\uff01<span class=\"emp\">\u8b1b\u7fa9\u306b\u5bfe\u5fdc\u3057\u305f\u30ec\u30b8\u30e5\u30e1(PDF)\u4ed8\u304d<\/span><\/p>\r\n        <p class=\"cta_catalog-check\"><i class=\"fa fa-check\" aria-hidden=\"true\"><\/i><span class=\"emp\">\u5272\u5f15\u30af\u30fc\u30dd\u30f3<\/span>\u3084<span class=\"emp\">sale\u60c5\u5831<\/span>\u304c\u5c4a\u304f\uff01<\/p>\r\n    <\/div>\r\n    <p class=\"cta_catalog-accent\"><span class=\"cta_catalog-accent-tx\"><span class=\"emp\">1\u5206\u3067\u7c21\u5358\uff01\u7121\u6599<\/span><\/span><\/p>\r\n    <a class=\"btn-square center\" href=\"https:\/\/learning.agaroot.jp\/customer\/ec\/cart_in\/0000002056\/1?utm_source=datascience&utm_medium=organic&utm_campaign=datascience-column-button-up-dskentei\" target=\"_blank\" rel=\"noopener\">\u25b6\u8cc7\u6599\u8acb\u6c42\u3057\u3066\u7279\u5178\u3092\u53d7\u3051\u53d6\u308b<\/a>\r\n<\/div><\/div>\n\n\n\n<div id=\"toc_container\" class=\"no_bullets\"><p class=\"toc_title\">\u76ee\u6b21<\/p><ul class=\"toc_list\"><li><a href=\"#DS\">DS\u691c\u5b9a\u8a66\u9a13\u3068\u306f<\/a><\/li><li><a href=\"#DS-2\">DS\u691c\u5b9a\u306e\u76ee\u7684<\/a><\/li><li><a href=\"#DS-3\">DS\u691c\u5b9a\u306e\u96e3\u6613\u5ea6<\/a><\/li><li><a href=\"#DS-4\">DS\u691c\u5b9a\u306e\u5408\u683c\u7387\u30fb\u5408\u683c\u30e9\u30a4\u30f3\u30fb\u5408\u683c\u57fa\u6e96<\/a><\/li><li><a href=\"#DS-5\">DS\u691c\u5b9a\u306e\u8a66\u9a13\u79d1\u76ee\u3000\u5fc5\u8981\u306a\u77e5\u8b58\u3068\u30b9\u30ad\u30eb<\/a><ul><li><a href=\"#i\">\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u4e8b\u4f8b<\/a><\/li><li><a href=\"#i-2\">\u30c7\u30fc\u30bf\u30ea\u30c6\u30e9\u30b7\u30fc<\/a><\/li><li><a href=\"#i-3\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/a><\/li><li><a href=\"#i-4\">\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/a><\/li><li><a href=\"#i-5\">\u30d3\u30b8\u30cd\u30b9\u529b<\/a><\/li><li><a href=\"#i-6\">\u7d71\u8a08\u5b66\u30fb\u6570\u5b66<\/a><\/li><\/ul><\/li><li><a href=\"#G\">G\u691c\u5b9a\u3068\u306e\u9055\u3044<\/a><ul><li><a href=\"#Di-Lite3\">Di-Lite3\u5927\u8cc7\u683c\u306e\u96e3\u6613\u5ea6\u6bd4\u8f03<\/a><\/li><\/ul><\/li><li><a href=\"#i-7\">\u307e\u3068\u3081<\/a><\/li><\/ul><\/div>\n<h2 class=\"wp-block-heading\"><span id=\"DS\"><strong>DS\u691c\u5b9a\u8a66\u9a13\u3068\u306f<\/strong><\/span><\/h2>\n\n\n\n<p><a rel=\"noreferrer noopener nofollow\" href=\"https:\/\/www.datascientist.or.jp\/dskentei\/\" data-type=\"URL\" data-id=\"https:\/\/www.datascientist.or.jp\/dskentei\/\" target=\"_blank\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u691c\u5b9a\u30ea\u30c6\u30e9\u30b7\u30fc\u30ec\u30d9\u30eb\uff08DS\u691c\u5b9a\u2605\uff09<\/a>\u306f\u3001\u4e00\u822c\u793e\u56e3\u6cd5\u4eba\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u5354\u4f1a\u306b\u3088\u3063\u3066\u5b9f\u65bd\u3055\u308c\u3066\u3044\u308b\u3001\u4eca\u5927\u6ce8\u76ee\u306e\u691c\u5b9a\u8a66\u9a13\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>\u51fa\u984c\u5f62\u5f0f<\/strong><\/td><td>\u9078\u629e\u5f0f\u554f\u984c<\/td><\/tr><tr><td><strong>\u554f\u984c\u6570<\/strong><\/td><td>100\u554f\u7a0b\u5ea6<\/td><\/tr><tr><td><strong>\u8a66\u9a13\u6642\u9593<\/strong><\/td><td>100\u5206<\/td><\/tr><tr><td><strong>\u4f1a\u5834<\/strong><\/td><td>\u5168\u56fd\u306e\u8a66\u9a13\u4f1a\u5834\u3067\u958b\u50ac\uff08CBT\uff09<\/td><\/tr><tr><td><strong>\u51fa\u984c\u7bc4\u56f2<\/strong><\/td><td>\u30fb\u30b9\u30ad\u30eb\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306e3\u30ab\u30c6\u30b4\u30ea<br>\uff08\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u529b\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u529b\u3001\u30d3\u30b8\u30cd\u30b9\u529b\uff09\u306e\u26051\uff08\u898b\u7fd2\u3044\u30ec\u30d9\u30eb\uff09\u76f8\u5f53<br><strong>\u30fb<\/strong> \u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30fbAI\uff08\u30ea\u30c6\u30e9\u30b7\u30fc\u30ec\u30d9\u30eb\uff09\u306b\u304a\u3051\u308b\u30e2\u30c7\u30eb\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0<\/td><\/tr><tr><td><strong>\u53d7\u9a13\u8cbb\u7528<\/strong><\/td><td>\u4e00\u822c\uff1a10,000\u5186\uff08\u7a0e\u629c\uff09<br>\u5b66\u751f\uff1a5,000\u5186\uff08\u7a0e\u629c\uff09<\/td><\/tr><tr><td><strong>\u516c\u5f0f\u53c2\u8003\u66f8<\/strong><\/td><td>\u300c<a rel=\"noreferrer noopener\" href=\"https:\/\/amzn.to\/3Wm69J3\" target=\"_blank\">\u6700\u77ed\u7a81\u7834 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u691c\u5b9a\uff08\u30ea\u30c6\u30e9\u30b7\u30fc\u30ec\u30d9\u30eb\uff09\u3000\u516c\u5f0f\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30d6\u30c3\u30af<\/a>\u300d<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>2021\u5e749\u6708\u306b\u7b2c1\u56de\u76ee\u304c\u5b9f\u65bd\u3055\u308c\u305f\u6bd4\u8f03\u7684\u65b0\u3057\u3044\u691c\u5b9a\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u4eba\u6750\u306e\u9700\u8981\u304c\u9ad8\u307e\u308b\u306b\u3064\u308c\u3066\u53d7\u8b1b\u8005\u6570\u306f\u307e\u3059\u307e\u3059\u5897\u52a0\u3057\u3066\u3044\u304f\u3068\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>DS\u691c\u5b9a\u306f\u3001\u5e743\u56de\u8a66\u9a13\u304c\u5b9f\u65bd\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th class=\"has-text-align-center\" data-align=\"center\"><\/th><th>\u8a66\u9a13\u65e5\u7a0b<\/th><th>\u7533\u8fbc\u671f\u9593<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c14\u56de<\/td><td>2026\u5e7411\u67087\u65e5(\u571f)\uff5e11\u670822\u65e5(\u65e5)<\/td><td>\u500b\u4eba\uff1a2026\u5e749\u670821\u65e5(\u6708)10:00\uff5e10\u670823\u65e5(\u91d1)<br>\u56e3\u4f53\uff1a2026\u5e749\u670824\u65e5(\u6728)10:00\uff5e10\u670816\u65e5(\u91d1)<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c13\u56de<\/td><td>2026\u5e746\u67086\u65e5(\u571f)\uff5e6\u670821\u65e5(\u65e5)<\/td><td>\u500b\u4eba\uff1a2026\u5e744\u670820\u65e5(\u6708)10:00\uff5e5\u670822\u65e5(\u91d1)<br>\u56e3\u4f53\uff1a2026\u5e744\u670820\u65e5(\u6708)10:00\uff5e5\u670815\u65e5(\u91d1)<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c12\u56de<\/td><td>2026\u5e743\u67087\u65e5(\u571f)\uff5e3\u670822\u65e5(\u65e5)<\/td><td>\u500b\u4eba\uff1a2026\u5e741\u670819\u65e5(\u6708)10:00\uff5e2\u670827\u65e5(\u91d1)<br>\u56e3\u4f53\uff1a2026\u5e741\u670819\u65e5(\u6708)10:00\uff5e2\u670820\u65e5(\u91d1)<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c11\u56de<\/td><td>2025\u5e7411\u67088\u65e5(\u571f)\uff5e11\u670830\u65e5(\u65e5)<\/td><td>\u500b\u4eba\uff1a2025\u5e749\u670822\u65e5(\u6708)10:00\uff5e10\u670824\u65e5(\u91d1)<br>\u56e3\u4f53\uff1a2025\u5e749\u670822\u65e5(\u6708)10:00\uff5e10\u670817\u65e5(\u91d1)<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c10\u56de<\/td><td>2025\u5e746\u67087\u65e5(\u571f)\uff5e6\u670829\u65e5(\u65e5)<\/td><td>\u500b\u4eba\uff1a2025\u5e744\u670821\u65e5(\u6708)10:00\uff5e5\u670823\u65e5(\u91d1)<br>\u56e3\u4f53\uff1a2025\u5e744\u670821\u65e5(\u6708)10:00\uff5e5\u670816\u65e5(\u91d1)<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c9\u56de<\/td><td>2025\u5e743\u67088\u65e5(\u571f)\uff5e3\u670830\u65e5(\u65e5)<\/td><td>\u500b\u4eba\uff1a2025\u5e741\u670813\u65e5(\u6708)10:00\uff5e2\u670821\u65e5(\u91d1)<br>\u56e3\u4f53\uff1a2025\u5e741\u670813\u65e5(\u6708)10:00\uff5e2\u670814\u65e5(\u91d1)<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c8\u56de<\/td><td>2024\u5e7411\u67089\u65e5(\u571f)\uff5e12\u67081\u65e5(\u65e5)<\/td><td>\u500b\u4eba\uff1a2024\u5e749\u670824\u65e5(\u706b)10:00\uff5e10\u670831\u65e5(\u6728)<br>\u56e3\u4f53\uff1a2024\u5e749\u670824\u65e5(\u706b)10:00\uff5e10\u670825\u65e5(\u91d1)<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c7\u56de<\/td><td>2024\u5e746\u67088\u65e5(\u571f)\uff5e6\u670830\u65e5(\u65e5)<\/td><td>\u30fc<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c6\u56de<\/td><td>2024\u5e743\u67089\u65e5(\u571f)\uff5e3\u670831\u65e5(\u65e5)<\/td><td>\u30fc<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c5\u56de<\/td><td>2023\u5e7411\u670811\u65e5(\u571f)\uff5e12\u67083\u65e5(\u65e5)<\/td><td>\u30fc<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c4\u56de<\/td><td>2023\u5e746\u67083\u65e5(\u571f)\uff5e6\u670825\u65e5(\u65e5)<\/td><td>\u30fc<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c3\u56de<\/td><td>2022\u5e7411\u670815\u65e5(\u706b)\uff5e12\u67085\u65e5(\u6708)<\/td><td>\u30fc<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c2\u56de<\/td><td>2022\u5e746\u670810\u65e5(\u91d1)\uff5e6\u670830\u65e5(\u6728)<\/td><td>\u30fc<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c1\u56de<\/td><td>2021\u5e749\u670811\u65e5(\u571f)\uff5e9\u670830\u65e5(\u6728)<\/td><td>\u30fc<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">\u5f15\u7528\uff1a<a href=\"https:\/\/www.datascientist.or.jp\/dscertification\/what\/\" data-type=\"link\" data-id=\"https:\/\/www.datascientist.or.jp\/dscertification\/what\/\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u5354\u4f1a<\/a><\/figcaption><\/figure>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u547c\u3070\u308c\u308b\u5927\u304d\u306a\u5206\u91ce\u306b\u542b\u307e\u308c\u308b\u3001<mark>\u30c7\u30fc\u30bf\u52a0\u5de5\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u6570\u7406\u7d71\u8a08\u5b66\u3001\u30d3\u30b8\u30cd\u30b9\u306a\u3069\u3001\u69d8\u3005\u306a\u77e5\u8b58\u3084\u30b9\u30ad\u30eb\u3092\u5e83\u304f\u30ab\u30d0\u30fc<\/mark>\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span id=\"DS-2\"><strong>DS\u691c\u5b9a\u306e\u76ee\u7684<\/strong><\/span><\/h2>\n\n\n\n<p>DS\u691c\u5b9a\u306e\u53d6\u5f97\u306b\u3088\u308a\u3001<mark>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u5fc5\u8981\u306a\u5165\u9580\u30ec\u30d9\u30eb\u306e\u5b9f\u52d9\u80fd\u529b\u3084\u77e5\u8b58<\/mark>\u3001\u304a\u3088\u3073\u3001\u88cf\u3067\u305d\u308c\u3092\u652f\u3048\u308b<mark>\u6570\u7406\u7d71\u8a08\u5b66\u3084AI\u6559\u80b2\u306e\u30ea\u30c6\u30e9\u30b7\u30fc\u30ec\u30d9\u30eb\u306e\u5b9f\u529b\u3092\u6709\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u8a3c\u660e<\/mark>\u3067\u304d\u307e\u3059\u3002 <\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3092\u76ee\u6307\u3059\u4eba\u9054\u3068\u305d\u308c\u3092\u5fc5\u8981\u3068\u3059\u308b\u7523\u696d\u754c\u3092\u7d50\u3073\u3064\u3051\u308b\u3053\u3068\u304c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u5354\u4f1a\u306e\u6307\u91dd\u306e\u3072\u3068\u3064\u3067\u3059\u3002&nbsp;<\/p>\n\n\n\n<p><strong>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u5fc5\u8981\u306a\u30b9\u30ad\u30eb<\/strong>\u3092\u4e00\u822c\u7684\u306b\u3001<mark>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u529b\u30fb\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u529b\u30fb\u30d3\u30b8\u30cd\u30b9\u529b\u3001<\/mark>\u30683\u3064\u306e\u30ab\u30c6\u30b4\u30ea\u306b\u5206\u3051\u3066\u8003\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.agaroot.jp\/datascience\/column\/wp-content\/uploads\/2024\/08\/\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8_3\u3064\u306e\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8.jpeg\" alt=\"\" class=\"wp-image-1680\" style=\"width:662px;height:370px\" width=\"662\" height=\"370\"\/><figcaption class=\"wp-element-caption\"><strong>\u5f15\u7528\uff1a<\/strong><a href=\"https:\/\/www.datascientist.or.jp\/common\/docs\/10thsymp_skill.pdf\"><strong>\u4e00\u822c\u793e\u56e3\u6cd5\u4eba\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u5354\u4f1a<\/strong><\/a><\/figcaption><\/figure><\/div>\n\n\n<p>\u3068\u306f\u3044\u3048\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u5fc5\u8981\u306a\u7d20\u990a\u306f\u69d8\u3005\u3067\u3001\u5168\u3066\u306b\u7cbe\u901a\u3057\u3066\u3044\u308b\u4eba\u6750\u306f\u7a00\u3067\u3042\u308a\u3001\u300c\u30c7\u30fc\u30bf\u5206\u6790\u5b98\u300d\u306e\u65b9\u306f\u30d3\u30b8\u30cd\u30b9\u7cfb\u5bc4\u308a\u3001\u696d\u52d9\u7cfb\u5bc4\u308a\u3001\u30d5\u30ed\u30f3\u30c8\u5bc4\u308a\u306a\u3069\u3068\u8a00\u308f\u308c\u3001\u300cAI\u30a8\u30f3\u30b8\u30cb\u30a2\u300d\u306e\u65b9\u306f\u958b\u767a\u30fb\u5b9f\u88c5\u91cd\u8996\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5c02\u9580\u4f01\u696d\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u4e00\u822c\u4f01\u696d\u306e\u793e\u54e1\u304c\u5168\u54e1\u6301\u3064\u3079\u304d\u300c\u30c7\u30fc\u30bf\u30ea\u30c6\u30e9\u30b7\u30fc\u300d\u306b\u3064\u3044\u3066\u306f\u3053\u3061\u3089\u3092\u3054\u89a7\u306b\u306a\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span id=\"DS-3\">DS\u691c\u5b9a\u306e<strong>\u96e3\u6613\u5ea6<\/strong><\/span><\/h2>\n\n\n\n<p>DS\u691c\u5b9a\u306f\u7b46\u8005\u304b\u3089\u307f\u3066\u3001<mark><strong>\u4eca\u307e\u3067\u306e\u56fd\u5185\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u8cc7\u683c\u306e\u4e2d\u3067\u6700\u3082\u96e3\u3057\u3044\u3001\u96e3\u6613\u5ea6\u304c\u9ad8\u3044\u8cc7\u683c<\/strong><\/mark>\u3060\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>DS\u691c\u5b9a\u306f<mark>\u51fa\u984c\u7bc4\u56f2\u304c\u5e83\u3044<\/mark>\u3060\u3051\u3067\u306f\u306a\u304f\u3001<mark>\u6697\u8a18\u3067\u89e3\u6c7a\u3067\u304d\u308b\u3082\u306e\u304c\u591a\u304f\u306a\u304f\u3001\u8a08\u7b97\u304c\u5fc5\u8981\u3068\u3059\u308b\u554f\u984c\u3001\u5404\u9805\u76ee\u306e\u672c\u8cea\u3092\u7406\u89e3\u3057\u3066\u3044\u306a\u3044\u3068\u89e3\u3051\u306a\u3044\u554f\u984c\u304c\u305d\u308c\u306a\u308a\u306b\u542b\u307e\u308c\u3066\u3044\u308b<\/mark>\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001<strong>\u6bd4\u8f03\u7684\u65b0\u3057\u3044\u8cc7\u683c\u8a66\u9a13\u3068\u3044\u3046\u3053\u3068\u3082\u3042\u308a\u3001\u53c2\u8003\u66f8\u3084\u5bfe\u7b56\u8b1b\u5ea7\u304cG\u691c\u5b9a\u306a\u3069\u4ed6\u306e\u8cc7\u683c\u8a66\u9a13\u3068\u6bd4\u8f03\u3059\u308b\u3068\u5c11\u306a\u304f\u3001\u30cd\u30c3\u30c8\u4e0a\u306e\u60c5\u5831\u3082\u591a\u304f\u306f\u306a\u3044<\/strong>\u306e\u3082\u4e8b\u5b9f\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u3067\u3082\u3001DS\u691c\u5b9a\u3078\u306e\u6ce8\u76ee\u5ea6\u304c\u6025\u4e0a\u6607\u3057\u3066\u304a\u308a\u3001\u4eca\u5f8c\u306f\u975e\u5e38\u306b\u4f38\u3073\u3066\u3044\u304f\u8cc7\u683c\u8a66\u9a13\u3068\u4e88\u60f3\u3055\u308c\u3066\u304a\u308a\u3001\u793e\u54e1\u306b\u91cd\u8981\u306a\u6559\u990a\u3068\u3057\u3066\u4f01\u696d\u3067\u306f\u96c6\u56e3\u3068\u3057\u3066DS\u691c\u5b9a\u3092\u76ee\u6307\u3059\u3053\u3068\u3082\u591a\u304f\u306a\u3063\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u7d71\u8a08\u691c\u5b9a\u3084G\u691c\u5b9a\u306b\u5408\u683c\u3057\u305f\u5f8c\u306b\u3001\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066DS\u691c\u5b9a\u306b\u6311\u6226\u3055\u308c\u308b\u65b9\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u904e\u53bb\u306b<mark>G\u691c\u5b9a\u3092\u53d7\u9a13\u3057\u305f\u3053\u3068\u306e\u3042\u308b\u65b9\u306fDS\u691c\u5b9a\u306e\u53d7\u9a13\u304c\u5927\u5909\u6709\u5229<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5206\u91ce\u306a\u3069\u3001\u51fa\u984c\u5185\u5bb9\u306b\u89aa\u548c\u6027\u304c\u3042\u308b<\/strong>\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u30b9\u30ad\u30eb\u306fDS\u691c\u5b9a\u306b\u3068\u3063\u3066\u91cd\u8981\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3084\u30c7\u30fc\u30bf\u64cd\u4f5c\u306e\u7d4c\u9a13\u304c\u3042\u308b\u3068\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5206\u91ce\u3068\u306e\u306a\u3058\u307f\u304c\u826f\u304f\u306a\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u6570\u5b66\u3084\u7d71\u8a08\u5b66\u306f\u4e2d\u5b66\u30fb\u9ad8\u6821\u3067\u5b66\u3093\u3060\u30ec\u30d9\u30eb\u306e\u7bc4\u56f2\u3067\u51fa\u984c\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7d71\u8a08\u5b66\u306f\u6f14\u7fd2\u3082\u542b\u3081\u3066<a href=\"https:\/\/www.agaroot.jp\/datascience\/dskentei\/\" data-type=\"link\" data-id=\"https:\/\/www.agaroot.jp\/datascience\/dskentei\/\"><strong>\u30a2\u30ac\u30eb\u30fc\u30c8\u306eDS\u691c\u5b9a\u5bfe\u7b56\u8b1b\u5ea7<\/strong><\/a>\u306e\u4e2d\u3067\u5341\u5206\u306b\u6559\u3048\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6587\u7cfb\u51fa\u8eab\u306e\u65b9\u306a\u3069\u3001\u6570\u5b66\u3092\u3082\u3046\u5c11\u3057\u52c9\u5f37\u3057\u305f\u3044\u65b9\u306f\u88dc\u52a9\u3068\u3057\u3066\u516c\u5f0f\u53c2\u8003\u66f8\u300c<a rel=\"noreferrer noopener\" href=\"https:\/\/amzn.to\/3Wm69J3\" target=\"_blank\">\u6700\u77ed\u7a81\u7834 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u691c\u5b9a(\u30ea\u30c6\u30e9\u30b7\u30fc\u30ec\u30d9\u30eb)\u516c\u5f0f\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30d6\u30c3\u30af \u7b2c3\u7248<\/a>\u300d\u306e\u4f7f\u7528\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.agaroot.jp\/datascience\/column\/wp-content\/uploads\/2022\/04\/81jVlS1SN3L._SY385_.jpg\" alt=\"\" class=\"wp-image-3485\" style=\"width:200px;height:284px\" width=\"200\" height=\"284\"\/><\/figure><\/div>\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>\u66f8\u7c4d\u540d<\/strong><\/td><td><a rel=\"noreferrer noopener\" href=\"https:\/\/amzn.to\/3Wm69J3\" target=\"_blank\">\u6700\u77ed\u7a81\u7834 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u691c\u5b9a(\u30ea\u30c6\u30e9\u30b7\u30fc\u30ec\u30d9\u30eb)\u516c\u5f0f\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30d6\u30c3\u30af \u7b2c3\u7248<\/a><\/td><\/tr><tr><td><strong>\u76ee\u6b21<\/strong><\/td><td>\u7b2c1\u7ae0\u3000DS\u691c\u5b9a\u3068\u306f<br>\u7b2c2\u7ae0\u3000\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u529b<br>\u7b2c3\u7ae0\u3000\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u529b<br>\u7b2c4\u7ae0\u3000\u30d3\u30b8\u30cd\u30b9\u529b<br>\u7b2c5\u7ae0\u3000\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30fbAI\uff08\u30ea\u30c6\u30e9\u30b7\u30fc\u30ec\u30d9\u30eb\uff09\u30e2\u30c7\u30eb\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0<br>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u691c\u5b9a\u30ea\u30c6\u30e9\u30b7\u30fc\u30ec\u30d9\u30eb\u6a21\u64ec\u8a66\u9a13\u3000\u554f\u984c<br>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u691c\u5b9a\u30ea\u30c6\u30e9\u30b7\u30fc\u30ec\u30d9\u30eb\u6a21\u64ec\u8a66\u9a13\u3000\u89e3\u7b54\u4f8b<\/td><\/tr><tr><td><strong>\u30da\u30fc\u30b8\u6570<\/strong><\/td><td>368\u30da\u30fc\u30b8<\/td><\/tr><tr><td><strong>\u8457\u8005\u540d<\/strong><\/td><td>\u83c5 \u7531\u7d00\u5b50\u306a\u3069<\/td><\/tr><tr><td><strong>\u51fa\u7248\u793e<\/strong><\/td><td>\u6280\u8853\u8a55\u8ad6\u793e<\/td><\/tr><tr><td><strong>\u767a\u58f2\u65e5<\/strong><\/td><td>2024\u5e745\u67087\u65e5<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u95a2\u9023\u8a18\u4e8b\uff1a<a href=\"https:\/\/www.agaroot.jp\/datascience\/column\/qualification\/\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3092\u76ee\u6307\u3059\u65b9\u306b\u304a\u3059\u3059\u3081\u306e8\u8cc7\u683c<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span id=\"DS-4\">DS\u691c\u5b9a\u306e\u5408\u683c\u7387\u30fb<strong>\u5408\u683c\u30e9\u30a4\u30f3\u30fb\u5408\u683c\u57fa\u6e96<\/strong><\/span><\/h2>\n\n\n\n<p><mark>2025\u5e746\u6708\u306b\u5b9f\u65bd\u3055\u308c\u305f\u7b2c10\u56de\u8a66\u9a13\u306e<strong>\u5408\u683c\u7387\u306f44%<\/strong>\u3067\u3057\u305f\u3002<\/mark><\/p>\n\n\n\n<p>\u904e\u53bb\u306e\u5b9f\u65bd\u7d50\u679c\u3082\u898b\u3066\u307f\u308b\u3068\u30012021\u5e749\u6708\u306b\u5b9f\u65bd\u3055\u308c\u305f\u7b2c1\u56de\u304b\u3089\u5408\u683c\u7387\u306f\u4e0b\u304c\u3063\u3066\u304a\u308a\u3001\u7b2c3\u56de\u4ee5\u964d\u7d0440\uff05\u53f0\u3092\u63a8\u79fb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5408\u683c\u30e9\u30a4\u30f3\u306e\u76ee\u5b89\u306f\u3001\u7b2c1\u56de\u304b\u3089\u5e38\u306b<strong>\u6b63\u7b54\u7387\u7d0480\uff05<\/strong>\u3068\u306a\u3063\u3066\u3044\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u7b2c7\u56de\u4ee5\u964d\u306e\u8a66\u9a13\u306f\u6b63\u7b54\u7387\u7d0477\uff05\u3068\u3053\u308c\u307e\u3067\u3067\u4e00\u756a\u4f4e\u3044\u6570\u5024\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3001\u975e\u5e38\u306b\u9ad8\u3044\u6b63\u7b54\u7387\u304c\u6c42\u3081\u3089\u308c\u308b\u3053\u3068\u306f\u5909\u308f\u308a\u306a\u3044\u306e\u3067\u3001\u3057\u3063\u304b\u308a\u3068\u3057\u305f\u5bfe\u7b56\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-regular\"><table><thead><tr><th>\u8a66\u9a13\u5b9f\u65bd\u65e5<\/th><th>\u53d7\u9a13\u8005\u6570<\/th><th>\u5408\u683c\u8005\u6570<\/th><th>\u5408\u683c\u7387<\/th><th>\u5408\u683c\u30e9\u30a4\u30f3\u306e\u76ee\u5b89<\/th><\/tr><\/thead><tbody><tr><td>\u7b2c10\u56de\uff082025\u5e746\u6708\u5b9f\u65bd\uff09<\/td><td>\u7d042,200\u540d<\/td><td>956\u540d<\/td><td>\u7d0444\uff05<\/td><td>\u6b63\u7b54\u7387\u7d0477\uff05<\/td><\/tr><tr><td>\u7b2c9\u56de\uff082025\u5e743\u6708\u5b9f\u65bd\uff09<\/td><td>\u7d042,720\u4eba<\/td><td>1,188\u540d<\/td><td>\u7d0444\uff05<\/td><td>\u6b63\u7b54\u7387\u7d0477\uff05<\/td><\/tr><tr><td>\u7b2c8\u56de\uff082024\u5e7411\u6708\u5b9f\u65bd\uff09<\/td><td>\u7d043,300\u540d<\/td><td>1,474\u540d<\/td><td>\u7d0445\uff05<\/td><td>\u6b63\u7b54\u7387\u7d0477\uff05<\/td><\/tr><tr><td>\u7b2c7\u56de\uff082024\u5e746\u6708\u5b9f\u65bd\uff09<\/td><td>\u7d041,950\u540d<\/td><td>929\u540d<\/td><td>\u7d0448\uff05<\/td><td>\u6b63\u7b54\u7387\u7d0477\uff05<\/td><\/tr><tr><td>\u7b2c6\u56de\uff082024\u5e743\u6708\u5b9f\u65bd\uff09<\/td><td>\u7d042,500\u540d<\/td><td>1,089\u540d<\/td><td>\u7d0444\uff05<\/td><td>\u6b63\u7b54\u7387\u7d0479\uff05<\/td><\/tr><tr><td>\u7b2c5\u56de\uff082023\u5e7411\u6708\u5b9f\u65bd\uff09<\/td><td>\u7d043,750\u540d<\/td><td>1,427\u540d<\/td><td>\u7d0438\uff05<\/td><td>\u6b63\u7b54\u7387\u7d0479\uff05<\/td><\/tr><tr><td>\u7b2c4\u56de\uff082023\u5e746\u6708\u5b9f\u65bd\uff09<\/td><td>\u7d043,050\u540d<\/td><td>1,347\u540d<\/td><td>\u7d0444\uff05<\/td><td>\u6b63\u7b54\u7387\u7d0479\uff05<\/td><\/tr><tr><td>\u7b2c3\u56de\uff082022\u5e7411\u6708\u5b9f\u65bd\uff09<\/td><td>\u7d042,600\u540d<\/td><td>1,088\u540d<\/td><td>\u7d0442\uff05<\/td><td>\u6b63\u7b54\u7387\u7d0479\uff05<\/td><\/tr><tr><td>\u7b2c2\u56de\uff082022\u5e746\u6708\u5b9f\u65bd\uff09<\/td><td>\u7d042,900\u540d<\/td><td>1,453\u540d<\/td><td>\u7d0450\uff05<\/td><td>\u6b63\u7b54\u7387\u7d0480\uff05<\/td><\/tr><tr><td>\u7b2c\uff11\u56de\uff082021\u5e749\u6708\u5b9f\u65bd\uff09<\/td><td>\u7d041,400\u540d<\/td><td>927\u540d<\/td><td>\u7d0466\uff05<\/td><td>\u6b63\u7b54\u7387\u7d0480\uff05<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">\u51fa\u5178\uff1a<a href=\"https:\/\/www.datascientist.or.jp\/dscertification\/results\/\">\u904e\u53bb\u5b9f\u65bd\u7d50\u679c\u4e00\u89a7\uff5c\u4e00\u822c\u793e\u56e3\u6cd5\u4eba\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u5354\u4f1a<\/a><\/figcaption><\/figure>\n\n\n\n<p>\u8a66\u9a13\u3054\u3068\u306b\u632f\u308c\u5e45\u304c\u60f3\u5b9a\u3055\u308c\u308b\u306e\u3067\u3001<strong>\u3042\u304f\u307e\u3067\u3082\u76ee\u5b89<\/strong>\u3060\u3068\u601d\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u3042\u304f\u307e\u3067\u3082\u500b\u4eba\u7684\u306a\u611f\u899a\u3068\u3057\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6c34\u6e96\u3092\u9054\u6210\u3059\u308b\u307e\u3067\u52c9\u5f37\u3092\u3055\u308c\u3066\u3044\u308b\u65b9\u306f\u5408\u683c\u570f\u5185\u306b\u5165\u308b\u3068\u63a8\u6e2c\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"has-luminous-vivid-amber-background-color has-background\">\n<li><strong>\u672c\u8a18\u4e8b\u306b\u7f85\u5217\u3055\u308c\u3066\u3044\u308b\u51fa\u984c\u9805\u76ee\u3092\u4e00\u901a\u308a\u3054\u81ea\u8eab\u306e\u8a00\u8449\u3067\u300c\u3069\u3046\u3044\u3046\u3053\u3068\u306a\u306e\u304b\u300d\u3092\u4ed6\u4eba\u306b\u8aac\u660e\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b<\/strong><\/li>\n\n\n\n<li><strong>\u30a2\u30ac\u30eb\u30fc\u30c8\u306eDS\u691c\u5b9a\u5bfe\u7b56\u8b1b\u5ea7\u3092\u5c65\u4fee\u3057\u3001\u305d\u306e8\u5272\u3092\u300c\u3088\u304f\u7406\u89e3\u3067\u304d\u3066\u3044\u308b\u300d\u30ec\u30d9\u30eb\u306b\u3042\u308b\u3053\u3068\u3001\u4e26\u3073\u306b\u3001\u8b1b\u5ea7\u306b\u4ed8\u5c5e\u3059\u308b\u6a21\u64ec\u8a66\u9a13\u30678\u5272\u4ee5\u4e0a\u306e\u70b9\u6570\u3092\u53d6\u308c\u3066\u3044\u308b<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u53c2\u8003\u3068\u3057\u3066\u3001\u540c\u3058\u304fAI\u8cc7\u683c\u306eG\u691c\u5b9a\u306e\u5408\u683c\u7387\u306f7\u5272\u524d\u5f8c\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>CBT\u4f1a\u5834\u3067\u8a66\u9a13\u7d42\u4e86\u3068\u540c\u6642\u306b\u3001\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u300d\u300c\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u300d\u300c\u30d3\u30b8\u30cd\u30b9\u300d\u306e\u5404\u5206\u91ce\u3001\u53ca\u3073\u7dcf\u5408\u306e\u5f97\u70b9\u7387\u304c\u5370\u5237\u3055\u308c\u305f\u7d19\u304cPC\u304b\u3089\u51fa\u529b\u3055\u308c\u3001\u53d7\u9a13\u8005\u306e\u51fa\u6765\u306e\u901f\u5831\u3068\u3057\u3066\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8a66\u9a13\u304c\u884c\u308f\u308c\u305f\u6708\u306e\u7fcc\u6708\u4e2d\u306b\u306f\u3001\u5408\u5426\u306e\u7d50\u679c\u3068\u3068\u3082\u306b\u3001\u8a73\u7d30\u306a\u30b9\u30b3\u30a2\u30b7\u30fc\u30c8\u3092\u53d7\u9a13\u3059\u308b\u969b\u306b\u767b\u9332\u3059\u308b\u30de\u30a4\u30da\u30fc\u30b8\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8a73\u7d30\u306a\u30b9\u30b3\u30a2\u30b7\u30fc\u30c8\u3092\u898b\u308c\u3070\u3001\u4e0a\u8a18\u306e\u5404\u5206\u91ce\u3067\u51fa\u984c\u3055\u308c\u305f\u5404\u8a73\u7d30\u9805\u76ee\u306e\u6b63\u7b54\u7387\u3068\u5168\u53d7\u9a13\u8005\u306e\u5e73\u5747\u70b9\u3092\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306b\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5206\u91ce\u306b\u304a\u3051\u308b\u30b9\u30b3\u30a2\u8a73\u7d30\u306e\u4e00\u4f8b\u3092\u6dfb\u4ed8\u3057\u307e\u3059\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"310\" height=\"470\" src=\"https:\/\/www.agaroot.jp\/datascience\/column\/wp-content\/uploads\/2022\/08\/\u30ad\u30e3\u30d7\u30c1\u30e3.png\" alt=\"\" class=\"wp-image-830\"\/><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\"><span id=\"DS-5\">DS\u691c\u5b9a\u306e<strong>\u8a66\u9a13\u79d1\u76ee<\/strong>\u3000\u5fc5\u8981\u306a\u77e5\u8b58\u3068\u30b9\u30ad\u30eb<\/span><\/h2>\n\n\n\n<p>DS\u691c\u5b9a\u306b\u51fa\u984c\u3055\u308c\u308b\u5185\u5bb9\u3092\u3088\u308a\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e0a\u8a18\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u30d3\u30b8\u30cd\u30b9\u306e3\u3064\u306e\u67a0\u7d44\u307f\u306b\u3064\u3044\u3066\u8a71\u3092\u3057\u307e\u3057\u305f\u304c\u3001\u3053\u3053\u3067\u306f\u5404\u5206\u91ce\u306b\u304a\u3044\u3066\u6c42\u3081\u3089\u308c\u308b\u500b\u5225\u306e\u77e5\u8b58\u3084\u30b9\u30ad\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span id=\"i\">\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u4e8b\u4f8b<\/span><\/h3>\n\n\n\n<p>\u307e\u305a\u3001<strong>\u5168\u4f53\u50cf\u3092\u63b4\u3080<\/strong>\u305f\u3081\u306b\u306f\u3001<strong>\u793e\u4f1a\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30fbAI\u306e\u6d3b\u7528\u4e8b\u4f8b\u3092\u77e5\u308b<\/strong>\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30a2\u30ac\u30eb\u30fc\u30c8\u30a2\u30ab\u30c7\u30df\u30fc\u306eDS\u691c\u5b9a\u5bfe\u7b56\u8b1b\u5ea7\u3067\u306f\u3001\u5192\u982d\u306ePart1\u3067\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u4f1a\u793e\u3067\u884c\u308f\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u6d3b\u7528\u6848\u4ef6\u3092\u8c4a\u5bcc\u306b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span id=\"i-2\">\u30c7\u30fc\u30bf\u30ea\u30c6\u30e9\u30b7\u30fc<\/span><\/h3>\n\n\n\n<p>\u305d\u3057\u3066\u3001\u30b5\u30a4\u30a8\u30f3\u30b9\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u3069\u308c\u3092\u5b66\u3076\u306b\u3057\u3066\u3082\u3001\u91cd\u8981\u3068\u306a\u308b<strong>\u57fa\u672c\u7684\u306a\u30c7\u30fc\u30bf\u30ea\u30c6\u30e9\u30b7\u30fc<\/strong>\u3082\u51fa\u984c\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span id=\"i-3\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/span><\/h3>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u6700\u3082\u5e83\u3044\u51fa\u984c\u5206\u91ce\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4ee3\u8868\u7684\u306a\u51fa\u984c\u9805\u76ee\u304c\u4ee5\u4e0b\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"has-luminous-vivid-amber-background-color has-background\">\n<li><strong>\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u672c\u6982\u5ff5\u3067\u3042\u308b\u3001\u4eba\u5de5\u77e5\u80fd\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u95a2\u4fc2\u6027<\/strong><\/li>\n\n\n\n<li><strong>\u5b66\u7fd2\u3068\u4e88\u6e2c\u306e\u4ed5\u7d44\u307f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3068\u904b\u7528\u306e\u6d41\u308c<\/strong><\/li>\n\n\n\n<li><strong>\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3001\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3001\u5f37\u5316\u5b66\u7fd2<\/strong><\/li>\n\n\n\n<li><strong>\u7279\u5fb4\u91cf\u8a2d\u8a08\u30fb\u30c7\u30fc\u30bf\u524d\u51e6\u7406<\/strong><\/li>\n\n\n\n<li><strong>\u6a5f\u68b0\u5b66\u7fd2\u30fb\u30c7\u30fc\u30bf\u5206\u6790\u306e\u4ee3\u8868\u7684\u306a\u624b\u6cd5\uff08\u4f8b\uff1a\u7dda\u5f62\u56de\u5e30\u3001\u30ed\u30b8\u30b9\u30c6\u30a3\u30af\u56de\u5e30\u3001\u6c7a\u5b9a\u6728\u3001\u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u5b66\u7fd2\u3001K-means\u3001\u30ca\u30a4\u30fc\u30d6\u30d9\u30a4\u30ba\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09<\/strong><\/li>\n\n\n\n<li><strong>\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3001 \u7cbe\u5ea6\u6307\u6a19\u3001ROC\u66f2\u7dda\u3001AUC<\/strong><\/li>\n\n\n\n<li><strong>\u30e2\u30c7\u30eb\u306e\u6700\u9069\u5316\u3001\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong><\/li>\n\n\n\n<li><strong>\u753b\u50cf\u30fb\u52d5\u753b\u30c7\u30fc\u30bf\u306e\u5f62\u5f0f\u3001\u51e6\u7406\u3068\u89e3\u6790\uff08\u753b\u50cf\u5206\u985e\u3001\u7269\u4f53\u691c\u51fa\u3001\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\uff09<\/strong><\/li>\n\n\n\n<li><strong>\u97f3\u58f0\u30c7\u30fc\u30bf\u306e\u5f62\u5f0f\u3001\u97f3\u58f0\u51e6\u7406<\/strong><\/li>\n\n\n\n<li><strong>\u81ea\u7136\u8a00\u8a9e\u306e\u51e6\u7406\uff08\u5f62\u614b\u7d20\u89e3\u6790\u3001\u69cb\u6587\u89e3\u6790\u3001\u610f\u5473\u89e3\u6790\uff09<\/strong><\/li>\n\n\n\n<li><strong>\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3001\u6642\u7cfb\u5217\u5206\u6790<\/strong><\/li>\n\n\n\n<li><strong>\u30e2\u30c7\u30eb\u306e\u4e88\u6e2c\u7d50\u679c\u306e\u89e3\u91c8\u3001\u5c40\u6240\u7684\u8aac\u660e\u3068\u5927\u57df\u7684\u8aac\u660e<\/strong><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span id=\"i-4\">\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/span><\/h3>\n\n\n\n<ul class=\"has-luminous-vivid-amber-background-color has-background\">\n<li><strong>\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u6280\u8853\u3001 &nbsp; \u30a6\u30a7\u30d6\u30af\u30ed\u30fc\u30ea\u30f3\u30b0\u30fb\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0<\/strong><\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u306e\u4fdd\u7ba1\uff1a&nbsp; \u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306a\u3069<\/strong><\/li>\n\n\n\n<li><strong>\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9(RDB)\u3001SQL\u3068noSQL<\/strong><\/li>\n\n\n\n<li><strong>&nbsp;ER\u56f3<\/strong><\/li>\n\n\n\n<li><strong>&nbsp;&nbsp;\u30c6\u30fc\u30d6\u30eb\u306e\u6b63\u898f\u5316\u3001\u6b63\u898f\u5316\u306e\u5404\u7a2e<\/strong><\/li>\n\n\n\n<li><strong>&nbsp;&nbsp;\u30c7\u30fc\u30bf\u57fa\u76e4\u3001\u30af\u30e9\u30a6\u30c9\u3001&nbsp; \u30b5\u30fc\u30d0\u30fc<\/strong><\/li>\n\n\n\n<li><strong>&nbsp;\u30c7\u30fc\u30bf\u8ee2\u9001\u3001&nbsp; \u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001 \u30c7\u30fc\u30bf\u51e6\u7406<\/strong><\/li>\n\n\n\n<li><strong>&nbsp;&nbsp;\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u6ce8\u610f\u70b9\uff08\u6a5f\u5bc6\u6027\u3001\u5b8c\u5168\u6027\u3001\u53ef\u7528\u6027\uff09\u3001&nbsp; \u653b\u6483\u3068\u9632\u5fa1\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1<\/strong><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span id=\"i-5\">\u30d3\u30b8\u30cd\u30b9\u529b<\/span><\/h3>\n\n\n\n<p>\u3053\u3053\u3067\u306f<strong>\u30c7\u30fc\u30bf\u5206\u6790\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u9032\u3081\u65b9\u3001\u5951\u7d04\u3084\u958b\u767a\u306e\u7a2e\u5225\u3001\u305d\u3057\u3066\u8efd\u8996\u3057\u3066\u306f\u3044\u3051\u306a\u3044\u6cd5\u898f\u5236<\/strong>\u306b\u3064\u3044\u3066\u554f\u308f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"has-luminous-vivid-amber-background-color has-background\">\n<li><strong>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u6c42\u3081\u3089\u308c\u308b\u30d3\u30b8\u30cd\u30b9\u529b<\/strong><\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u5206\u6790\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u9032\u3081\u65b9<\/strong><\/li>\n\n\n\n<li><strong>\u73fe\u72b6\u628a\u63e1\uff1a\u3000\u30d3\u30b8\u30cd\u30b9\u30e2\u30c7\u30eb\u3001\u30d7\u30ec\u30a4\u30e4\u30fc\u3001\u4e00\u6b21\u60c5\u5831\u3001\u4e8c\u6b21\u60c5\u5831<\/strong><\/li>\n\n\n\n<li><strong>\u8ab2\u984c\u306e\u5b9a\u7fa9\uff1a\u3000\u30b9\u30b3\u30fc\u30d4\u30f3\u30b0\u30015\u30d5\u30a9\u30fc\u30b9\u5206\u6790\u3001MECE\u3001\u30ed\u30b8\u30ab\u30eb\u30b7\u30f3\u30ad\u30f3\u30b0<\/strong><\/li>\n\n\n\n<li><strong>\u76ee\u6a19\u306e\u8a2d\u5b9a\uff08KPI\u3001KGI\u3001KPI\u30c4\u30ea\u30fc\uff09<\/strong><\/li>\n\n\n\n<li><strong>\u4eee\u8aac\u306e\u7acb\u6848\u3068\u691c\u8a3c<\/strong><\/li>\n\n\n\n<li><strong>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u7d50\u679c\u306e\u8003\u5bdf\u3068\u8aac\u660e<\/strong><\/li>\n\n\n\n<li><strong>\u5951\u7d04\u306e\u7a2e\u5225\uff1a&nbsp; \u8acb\u8ca0\u5951\u7d04\u3001\u6e96\u59d4\u4efb\u5951\u7d04<\/strong><\/li>\n\n\n\n<li><strong>\u958b\u767a\u306e\u5f62\u5f0f\uff1a\u30a6\u30a9\u30fc\u30bf\u30d5\u30a9\u30fc\u30eb\u958b\u767a\u3001\u30a2\u30b8\u30e3\u30a4\u30eb\u958b\u767a<\/strong><\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u502b\u7406\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9<\/strong><\/li>\n\n\n\n<li><strong>AI\u304c\u793e\u4f1a\u306b\u53ca\u307c\u3059\u5f71\u97ff\u3001ELSI\u3001GDPR<\/strong><\/li>\n\n\n\n<li><strong>\u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u6cd5\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3001\u8981\u914d\u616e\u500b\u4eba\u60c5\u5831\u3068\u6a5f\u5fae\u60c5\u5831<\/strong><\/li>\n\n\n\n<li><strong>\u533f\u540d\u52a0\u5de5\u60c5\u5831\u3001\u30aa\u30d7\u30c8\u30a2\u30a6\u30c8\u5236\u5ea6<\/strong><\/li>\n\n\n\n<li><strong>\u516c\u5e73\u6027\u3068\u900f\u660e\u6027\uff1a\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u554f\u984c\u3001\u8aac\u660e\u53ef\u80fdAI\uff08XAI\uff09\u3001\u4eba\u9593\u4e2d\u5fc3\u306eAI\u793e\u4f1a\u539f\u5247\u3001<\/strong><\/li>\n\n\n\n<li><strong>\u77e5\u7684\u8ca1\u7523\u6a29\u3001\u7279\u8a31\u6a29\u3001\u8457\u4f5c\u6a29\u3001<\/strong><\/li>\n\n\n\n<li><strong>\u4e0d\u6b63\u7af6\u4e89\u9632\u6b62\u3001\u55b6\u696d\u79d8\u5bc6\u3001\u9650\u5b9a\u63d0\u4f9b\u30c7\u30fc\u30bf<\/strong><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span id=\"i-6\">\u7d71\u8a08\u5b66\u30fb\u6570\u5b66<\/span><\/h3>\n\n\n\n<p>\u4e0a\u8a18\u4ee5\u5916\u306b\u3001<strong>\u7d71\u8a08\u5b66\u30fb\u6570\u5b66\u306e\u57fa\u790e<\/strong>\u3082\u554f\u308f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u7d71\u8a08\u5b66\u3067\u306f\u4ee5\u4e0b\u304c\u4ee3\u8868\u7684\u306a\u51fa\u984c\u9805\u76ee\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"has-luminous-vivid-amber-background-color has-background\">\n<li><strong>\u8a18\u8ff0\u7d71\u8a08\u5b66\u3068\u63a8\u6e2c\u7d71\u8a08\u5b66<\/strong><\/li>\n\n\n\n<li><strong>\u57fa\u790e\u7d71\u8a08\u91cf\u3068\u305d\u306e\u4f7f\u3044\u5206\u3051\uff08\u5e73\u5747\u5024\u3001\u4e2d\u592e\u5024\u3001\u6700\u983b\u5024\uff09<\/strong><\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u306e\u5e83\u304c\u308a\u3092\u793a\u3059\u6307\u6a19\uff08\u5206\u6563\u3001\u6a19\u6e96\u504f\u5dee\uff09<\/strong><\/li>\n\n\n\n<li><strong>\u6bcd\u96c6\u56e3\u304b\u3089\u6a19\u672c\u306e\u7121\u4f5c\u70ba\u62bd\u51fa<\/strong><\/li>\n\n\n\n<li><strong>\u7d71\u8a08\u7684\u63a8\u5b9a<\/strong><\/li>\n\n\n\n<li><strong>\u7d71\u8a08\u7684\u4eee\u8aac\u691c\u5b9a<\/strong><\/li>\n\n\n\n<li><strong>\u4e8c\u5909\u6570\u9593\u306e\u95a2\u4fc2\u6027\uff08\u5171\u5206\u6563\u3001\u76f8\u95a2\u4fc2\u6570\u3001\u56e0\u679c\u95a2\u4fc2\uff09<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u6570\u5b66\u3067\u306f\u3001<strong>\u5fae\u5206\u3084\u7dda\u5f62\u4ee3\u6570\u306e\u9ad8\u6821\u30ec\u30d9\u30eb\u306e\u554f\u984c\u304c\u51fa\u984c<\/strong>\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span id=\"G\"><strong>G\u691c\u5b9a\u3068\u306e\u9055\u3044<\/strong><\/span><\/h2>\n\n\n\n<p>\u4eca\u3067\u306f\u3001<mark>IT\u30d1\u30b9\u30dd\u30fc\u30c8\u3001G\u691c\u5b9a\u3001DS\u691c\u5b9a\u306f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u4eba\u6750\u306b\u306a\u308b\u305f\u3081\u306e3\u3064\u306e\u95a2\u9580<\/mark>\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u524d\u3053\u3061\u3089\u3067<a href=\"https:\/\/www.agaroot.jp\/datascience\/column\/deep-learning-for-general\/\" data-type=\"URL\" data-id=\"https:\/\/www.agaroot.jp\/datascience\/column\/deep-learning-for-general\/\" target=\"_blank\" rel=\"noreferrer noopener\">G\u691c\u5b9a<\/a>\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"has-luminous-vivid-amber-background-color has-background\">\u95a2\u9023\u30b3\u30e9\u30e0\uff1a<a href=\"https:\/\/www.agaroot.jp\/datascience\/column\/deep-learning-for-general\/\" data-type=\"URL\" data-id=\"https:\/\/www.agaroot.jp\/datascience\/column\/deep-learning-for-general\/\" target=\"_blank\" rel=\"noreferrer noopener\">G\u691c\u5b9a\uff08\u30b8\u30a7\u30cd\u30e9\u30ea\u30b9\u30c8\u691c\u5b9a\uff09\u3068\u306f\uff1f\u3010\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u95a2\u308f\u308b\u8cc7\u683c\u3011<\/a><\/p>\n\n\n\n<p><strong>DS\u691c\u5b9a\u306fG\u691c\u5b9a\u3088\u308a\u3082\u3001\u51fa\u984c\u7bc4\u56f2\u304c2\u5272\u307b\u3069\u5e83\u3044<\/strong>\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>G\u691c\u5b9a\u306f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3084\u305d\u308c\u3092\u5fdc\u7528\u3057\u305f\u6700\u5148\u7aef\u6280\u8853\u306e\u975e\u5e38\u306b\u6df1\u3044\u6280\u8853\uff08\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u4ed5\u7d44\u307f\u3001\u5f37\u5316\u5b66\u7fd2\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u753b\u50cf\u8a8d\u8b58\u306eCNN\u3001\u97f3\u58f0\u751f\u6210\u306a\u3069\uff09\u306e\u90e8\u5206\u3092\u554f\u3046\u554f\u984c\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>DS\u691c\u5b9a\u3067\u306f\u3053\u308c\u3089\u304c\u8584\u304f\u306a\u3063\u3066\u3044\u308b\u53cd\u9762\u3001\u30d3\u30b8\u30cd\u30b9\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u77e5\u8b58\u304c\u5897\u3048<\/strong>\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f<strong>\u6570\u5b66\u30fb\u7d71\u8a08\u5b66\u306b\u95a2\u3059\u308b\u51fa\u984c\u3082\u82e5\u5e72G\u691c\u5b9a\u306e\u3088\u308a\u591a\u3044<\/strong>\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001<mark>DS\u691c\u5b9a\u306e\u65b9\u304c\u96e3\u6613\u5ea6\u304c\u5c11\u3057\u3060\u3051\u9ad8\u3044<\/mark>\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u305f\u3081\u3001G\u691c\u5b9a\u3092\u5148\u306b\u53d7\u9a13\u3057\u3066\u304b\u3089DS\u691c\u5b9a\u306b\u6311\u3080\u65b9\u3082\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u30012\u3064\u306e\u691c\u5b9a\u8a66\u9a13\u306f\u51fa\u984c\u304c\u88ab\u3063\u3066\u3044\u306a\u3044\u90e8\u5206\u304c\u591a\u304f\u3042\u308b\u306e\u3067\u3001\u72ec\u7acb\u3057\u305f\u8cc7\u683c\u8a66\u9a13\u3068\u601d\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u3069\u3061\u3089\u3082\u540c\u3058\u304f\u3089\u3044\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3092\u76ee\u6307\u3059\u65b9\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span id=\"Di-Lite3\">Di-Lite3\u5927\u8cc7\u683c\u306e\u96e3\u6613\u5ea6\u6bd4\u8f03<\/span><\/h3>\n\n\n\n<p>\u4ed6\u306b\u3001Di-Lite\u306e3\u5927\u8cc7\u683c\u306b\u306f\u3001<strong>G\u691c\u5b9a\u3001DS\u691c\u5b9a\u3001IT\u30d1\u30b9\u30dd\u30fc\u30c8<\/strong>\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u4e2d\u3067\u3001<mark>DS\u691c\u5b9a\u304c\u4e00\u756a\u96e3\u3057\u304f\u3001\u6b21\u306bG\u691c\u5b9a\u3001\u6b21\u306bIT\u30d1\u30b9\u30dd\u30fc\u30c8<\/mark>\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u3053\u308c\u306b\u306f<strong>\u500b\u4eba\u5dee\u304c\u5927\u304d\u3044\u306e\u3067\u3001\u3042\u304f\u307e\u3067\u3082\u3072\u3068\u3064\u306e\u76ee\u5b89<\/strong>\u3068\u53d7\u3051\u53d6\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u4e0a\u8a18\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u3001DS\u691c\u5b9a\u306f\u51fa\u984c\u7bc4\u56f2\u304c\u5e83\u3044\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u6697\u8a18\u3067\u89e3\u6c7a\u3067\u304d\u308b\u3082\u306e\u304c\u591a\u304f\u306a\u304f\u3001\u8a08\u7b97\u304c\u5fc5\u8981\u3068\u3059\u308b\u554f\u984c\u3001\u5404\u9805\u76ee\u306e\u672c\u8cea\u3092\u7406\u89e3\u3057\u3066\u3044\u306a\u3044\u3068\u89e3\u3051\u306a\u3044\u554f\u984c\u304c\u305d\u308c\u306a\u308a\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p><strong>\u300cDi-Lite \uff08\u30c7\u30a3\u30fc\u30e9\u30a4\u30c8\uff09\u300d<\/strong>\u3068\u306f\u3001\u300c\u30c7\u30b8\u30bf\u30eb\u3092\u4f7f\u3046\u4eba\u6750\u300d\u3067\u3042\u308b\u305f\u3081\u306b\u3001\u5168\u3066\u306e\u30d3\u30b8\u30cd\u30b9\u30d1\u30fc\u30bd\u30f3\u304c\u3001\u5171\u901a\u3057\u3066\u8eab\u306b\u3064\u3051\u308b\u3079\u304d\u30c7\u30b8\u30bf\u30eb\u30ea\u30c6\u30e9\u30b7\u30fc\u7bc4\u56f2\u3067\u3059\u3002\u300cDi-Lite\u300d\u306f\u73fe\u5728\u3001<strong>\u300cIT\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u9818\u57df\u300d\u300c\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u9818\u57df\u300d\u300cAI\u30fb\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u9818\u57df\u300d\u306e3\u9818\u57df<\/strong>\u3068\u3057\u3066\u5b9a\u7fa9\u3055\u308c\u3001\u305d\u306e\u5b66\u7fd2\u3059\u3079\u304d\u7bc4\u56f2\u3068\u3057\u3066\u3001<strong>\u300cIT\u30d1\u30b9\u30dd\u30fc\u30c8\u8a66\u9a13\u300d\u300cG \u691c\u5b9a\u300d\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u691c\u5b9a\u300d<\/strong>\u306e3\u3064\u306e\u8a66\u9a13\u306e\u30b7\u30e9\u30d0\u30b9\u7bc4\u56f2\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<cite><a href=\"https:\/\/www.dilite.jp\/#sect07\" data-type=\"URL\" data-id=\"https:\/\/www.dilite.jp\/#sect07\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u30c7\u30b8\u30bf\u30eb\u30ea\u30c6\u30e9\u30b7\u30fc\u5354\u8b70\u4f1a<\/a><\/cite><\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><span id=\"i-7\">\u307e\u3068\u3081<\/span><\/h2>\n\n\n\n<div class=\"list_in_title\">\n<p class=\"list_title\">DS\u691c\u5b9a\u8a66\u9a13\u3068\u306f<\/p>\n<ul>\n<li>\u4e00\u822c\u793e\u56e3\u6cd5\u4eba\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u5354\u4f1a\u304c\u5b9f\u65bd<\/li>\n<li>\u30c7\u30fc\u30bf\u52a0\u5de5\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u6570\u7406\u7d71\u8a08\u5b66\u3001\u30d3\u30b8\u30cd\u30b9\u306a\u3069\u3001\u69d8\u3005\u306a\u77e5\u8b58\u3084\u30b9\u30ad\u30eb\u3092\u5e83\u304f\u30ab\u30d0\u30fc<\/li>\n<\/ul>\n<p class=\"list_title\">DS\u691c\u5b9a\u306e\u8a66\u9a13\u79d1\u76ee<\/p>\n<ul>\n<li>\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u4e8b\u4f8b<\/li>\n<li>\u30c7\u30fc\u30bf\u30ea\u30c6\u30e9\u30b7\u30fc<\/li>\n<li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/li>\n<li>\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/li>\n<li>\u30d3\u30b8\u30cd\u30b9\u529b<\/li>\n<li>\u7d71\u8a08\u5b66\u30fb\u6570\u5b66<\/li>\n<\/ul>\n<p class=\"list_title\">DS\u691c\u5b9a\u306e\u96e3\u6613\u5ea6\u3084\u5408\u683c\u30e9\u30a4\u30f3\u30fb\u5408\u683c\u57fa\u6e96<\/p>\n<ul>\n<li>DS\u691c\u5b9a\u306f\u4eca\u307e\u3067\u306e\u56fd\u5185\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u8cc7\u683c\u306e\u4e2d\u3067\u6700\u3082\u96e3\u6613\u5ea6\u304c\u9ad8\u3044<\/li>\n<li>2025\u5e74\u7b2c10\u56de\u76ee\u306e\u5408\u683c\u30e9\u30a4\u30f3\u306e\u76ee\u5b89\u306f\u6b63\u7b54\u7387\u7d0477\uff05<\/li>\n<\/ul>\n<p class=\"list_title\">DS\u691c\u5b9a\u306eG\u691c\u5b9a\u3068\u306e\u9055\u3044<\/p>\n<ul>\n<li>DS\u691c\u5b9a\u306fG\u691c\u5b9a\u3088\u308a\u3082\u3001\u51fa\u984c\u7bc4\u56f2\u304c2\u5272\u307b\u3069\u5e83\u3044<\/li>\n<li>DS\u691c\u5b9a\u306e\u65b9\u304c\u96e3\u6613\u5ea6\u304c\u5c11\u3057\u3060\u3051\u9ad8\u3044<\/li>\n<\/ul>\n<\/div>\n\n\n<div class=\"a-single a-13\"><div class=\"cta_catalog\">\r\n    <p class=\"cta_catalog-ttl\">DS\u691c\u5b9a\u306e\u5408\u683c\u3092<br class=\"sp_only\">\u76ee\u6307\u3057\u3066\u3044\u308b\u65b9\u3078<\/p>\r\n    <div class=\"cta_catalog-list\">\r\n        <ul class=\"bold mt0 wid_fit center_mr\">\r\n            <li class=\"mb8 fs16_14 pl28\">DS\u691c\u5b9a\u306b\u5408\u683c\u3067\u304d\u308b\u304b\u4e0d\u5b89<\/li>\r\n            <li class=\"mb8 fs16_14 pl28\">\u52c9\u5f37\u3092\u3069\u3046\u9032\u3081\u3066\u826f\u3044\u304b\u308f\u304b\u3089\u306a\u3044<\/li>\r\n            <li class=\"fs16_14 pl28\">\u52c9\u5f37\u6642\u9593\u3082\u8cbb\u7528\u3082\u6291\u3048\u305f\u3044<\/li>\r\n        <\/ul>\r\n    <\/div>\r\n    <p class=\"center\">\u30a2\u30ac\u30eb\u30fc\u30c8\u306eDS\u691c\u5b9a\u8b1b\u5ea7\u3092<br class=\"sp_only\"><span class=\"mark_y\"><a href=\"https:\/\/learning.agaroot.jp\/customer\/ec\/cart_in\/0000002056\/1?utm_source=datascience&utm_medium=organic&utm_campaign=datascience-column-muryou-under-dskentei\" ><span style=\"text-decoration: underline\" class=\"underline\">\u7121\u6599\u4f53\u9a13\u3057\u3066\u307f\u307e\u305b\u3093\u304b\uff1f<\/span><\/a>\r\n    \t<\/span><\/p>\r\n   <a href=\"https:\/\/learning.agaroot.jp\/customer\/ec\/cart_in\/0000002056\/1?utm_source=datascience&utm_medium=organic&utm_campaign=datascience-column-banner-under-catalog-dskentei\" class=\"single_cta-bnr block center_mr mb15 wid80_pc\"><img src=\"https:\/\/www.agaroot.jp\/datascience\/column\/wp-content\/uploads\/2025\/11\/datascience_bnr_pc.png\r\n\" alt=\"\" class=\"pc_only\">\r\n<img src=\"https:\/\/www.agaroot.jp\/datascience\/column\/wp-content\/uploads\/2025\/11\/datascience_bnr_sp.png\" alt=\"\" class=\"sp_only\"><\/a>\r\n    <div class=\"cta_catalog-checkwrap\">\r\n        <p class=\"cta_catalog-check\"><i class=\"fa fa-check\" aria-hidden=\"true\"><\/i><span class=\"emp\">\u7d043\u6642\u9593\u306eDS\u691c\u5b9a\u3084G\u691c\u5b9a\u3001\u6570\u5b66\u30b9\u30c8\u30e9\u30c6\u30b8\u30b9\u30c8\u8cc7\u683c\u8a66\u9a13\u5bfe\u7b56\u8b1b\u7fa9\u304c20\u65e5\u9593\u898b\u653e\u984c\uff01<\/span><\/p>\r\n        <p class=\"cta_catalog-check\"><i class=\"fa fa-check\" aria-hidden=\"true\"><\/i>\u5b9f\u969b\u306b\u52c9\u5f37\u3067\u304d\u308b\uff01<span class=\"emp\">\u8b1b\u7fa9\u306b\u5bfe\u5fdc\u3057\u305f\u30ec\u30b8\u30e5\u30e1(PDF)\u4ed8\u304d<\/span> <\/p>\r\n        <p class=\"cta_catalog-check\"><i class=\"fa fa-check\" aria-hidden=\"true\"><\/i><span class=\"emp\">\u5272\u5f15\u30af\u30fc\u30dd\u30f3<\/span>\u3084<span class=\"emp\">sale\u60c5\u5831<\/span>\u304c\u5c4a\u304f\uff01<\/p>\r\n    <\/div>\r\n    <p class=\"cta_catalog-accent\"><span class=\"cta_catalog-accent-tx\"><span class=\"emp\">1\u5206\u3067\u7c21\u5358\uff01\u7121\u6599\uff01<\/span><\/span><\/p>\r\n    <a class=\"btn-square center\" href=\"https:\/\/learning.agaroot.jp\/customer\/ec\/cart_in\/0000002056\/1?utm_source=datascience&utm_medium=organic&utm_campaign=datascience-column-button-under-catalog-dskentei\" target=\"_blank\" rel=\"noopener\">\u25b6\u8cc7\u6599\u8acb\u6c42\u3057\u3066\u7279\u5178\u3092\u53d7\u3051\u53d6\u308b<\/a>\r\n    <br><br><center><strong>\u25bc\u30a2\u30ac\u30eb\u30fc\u30c8\u30a2\u30ab\u30c7\u30df\u30fc\u306eDS\u691c\u5b9a\u8b1b\u5ea7\u306f\u3053\u3061\u3089\u25bc<\/strong><\/center>\r\n    <a href=\"https:\/\/www.agaroot.jp\/datascience\/dskentei\/?utm_source=datascience&utm_medium=organic&utm_campaign=datascience-column-banner-under-course-dskentei\" class=\"single_cta-bnr block center_mr mb15 wid80_pc\">\r\n<img src=\"https:\/\/www.agaroot.jp\/datascience\/column\/wp-content\/uploads\/2024\/10\/dskentei_cta.png\" alt=\"\"><\/a>\r\n    <div class=\"cta_catalog-checkwrap\">\r\n<p class=\"cta_catalog-check\"><i class=\"fa fa-check\" aria-hidden=\"true\"><\/i>\u8ffd\u52a0\u8cfc\u5165\u4e0d\u8981\uff01<span class=\"emp\">\u3053\u308c\u3060\u3051\u3067\u5408\u683c\u3067\u304d\u308b\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0<\/span><\/span><\/p>\r\n<p class=\"cta_catalog-check\"><i class=\"fa fa-check\" aria-hidden=\"true\"><\/i><span class=\"emp\">\u5145\u5b9f\u306e\u30b5\u30dd\u30fc\u30c8\u4f53\u5236\u3060\u304b\u3089\u5b89\u5fc3<\/span><\/span><\/p>\r\n<p class=\"cta_catalog-check\"><i class=\"fa fa-check\" aria-hidden=\"true\"><\/i><span class=\"emp\">\u5168\u984d\u8fd4\u91d1<\/span>\u306e\u5408\u683c\u7279\u5178\u4ed8\u304d\uff01<\/span><\/p>\r\n    <\/div><br>\r\n    <a class=\"btn-square center\" href=\"https:\/\/www.agaroot.jp\/datascience\/dskentei\/?utm_source=datascience&utm_medium=organic&utm_campaign=datascience-column-button-under-course-dskentei\" target=\"_blank\" 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