{"id":2019,"date":"2026-09-01T17:00:00","date_gmt":"2026-09-01T08:00:00","guid":{"rendered":"https:\/\/admin.aws.telemail.jp\/magazine\/?p=2019"},"modified":"2026-09-01T16:13:30","modified_gmt":"2026-09-01T07:13:30","slug":"ynlsp-data-science","status":"publish","type":"post","link":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special\/ynlsp-data-science.html","title":{"rendered":"\u30c7\u30fc\u30bf\u304c\u5275\u308b\u4e00\u6b69\u5148\u306e\u672a\u6765"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-main.jpg\" alt=\"\" class=\"wp-image-5078\" srcset=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-main.jpg 800w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-main-300x169.jpg 300w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-main-768x432.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u25cf\u30c7\u30fc\u30bf\u3068AI\u3067\u66ae\u3089\u3057\u3092\u5b88\u308b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u79d8\u5bc6\u60c5\u5831\u3092\u5b88\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6280\u8853\u3001\u3042\u304a\u308a\u904b\u8ee2\u306e\u30d2\u30e4\u30ea\u30cf\u30c3\u30c8\u5206\u6790\u3001\u6c17\u8c61\u3084\u5730\u9707\u306e\u4e88\u6e2c\u3002\u6700\u65b0\u306e\u60c5\u5831\u30fb\u901a\u4fe1\u6280\u8853\u3068\u30c7\u30fc\u30bf\u5206\u6790\u306e\u7814\u7a76\u304c\u3001\u79c1\u305f\u3061\u306e\u66ae\u3089\u3057\u306e\u5b89\u5168\u3092\u898b\u3048\u306a\u3044\u3068\u3053\u308d\u3067\u652f\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub01-2026005814-1024x576.jpg\" alt=\"\" class=\"wp-image-5080\" style=\"width:550px\" srcset=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub01-2026005814-1024x576.jpg 1024w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub01-2026005814-300x169.jpg 300w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub01-2026005814-768x432.jpg 768w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub01-2026005814.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>AI\u3092\u652f\u3048\u308b\u30c7\u30fc\u30bf\u3068\u305d\u308c\u3092\u5b88\u308b\u6280\u8853<\/strong><br>\u6771\u6d77\u5927\u5b66\u3000\u60c5\u5831\u7406\u5de5\u5b66\u90e8 \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u5fdc\u7528\u5de5\u5b66\u79d1 \u6559\u6388\u3000\u614e \u7965\u63c6 \u5148\u751f<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u306e\u7279\u5fb4\u3011\u7814\u7a76\u306e\u5c06\u6765\u6027<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u7d39\u4ecb\u3011\u672c\u7814\u7a76\u5ba4\u3067\u306f\u3001\u7206\u767a\u7684\u306b\u6025\u5897\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u5bfe\u8c61\u3068\u3057\u3066\u3001\u53ce\u96c6\u3057\u305f\u30c7\u30fc\u30bf\u306e\u52b9\u7387\u7684\u306a\u5229\u7528\u3068\u5206\u6790\u624b\u6cd5\u3001\u305d\u308c\u3092\u5b88\u308b\u305f\u3081\u306e\u6280\u8853\u3001\u7ba1\u7406\u624b\u6cd5\u3068\u305d\u306e\u6559\u80b2\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002\u6ca2\u5c71\u306e\u30c7\u30fc\u30bf\u3092\u96c6\u307e\u308b\u3068\u4f55\u304c\u3067\u304d\u308b\u304b\u7686\u3055\u3093\u3082\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub02-2023002231-1024x576.jpg\" alt=\"\" class=\"wp-image-5081\" style=\"width:550px\" srcset=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub02-2023002231-1024x576.jpg 1024w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub02-2023002231-300x169.jpg 300w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub02-2023002231-768x432.jpg 768w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub02-2023002231.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8eca\u4e21\u306e\u8d70\u884c\u5c65\u6b74\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u304b\u3089\u30d2\u30e4\u30ea\u30cf\u30c3\u30c8\u3092\u767a\u898b\u3059\u308b<\/strong><br>\u6ecb\u8cc0\u5927\u5b66\u3000\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u90e8 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u79d1 \u51c6\u6559\u6388\u3000\u5ddd\u4e95 \u660e \u5148\u751f<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u306e\u7279\u5fb4\u3011\u7814\u7a76\u5ba4\u5185\u7d39\u4ecb\uff0f\u7814\u7a76\u306e\u5c06\u6765\u6027<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u7d39\u4ecb\u3011\u81ea\u8ee2\u8eca\u3067\u8d70\u308b\u3068\u304d\u3001\u300c\u5371\u306a\u3044\uff01\u300d\u3068\u611f\u3058\u305f\u3068\u304d\u3042\u308a\u307e\u3059\u304b\uff1f\u305d\u308c\u306f\u30d2\u30e4\u30ea\u30cf\u30c3\u30c8\u3068\u3044\u3046\u30df\u30b9\u3067\u3059\u3002\u8eca\u3067\u8d70\u884c\u3059\u308b\u969b\u3082\u540c\u69d8\u306b\u30d2\u30e4\u30ea\u30cf\u30c3\u30c8\u304c\u767a\u751f\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u904b\u304c\u60aa\u3051\u308c\u3070\u3001\u30d2\u30e4\u30ea\u30cf\u30c3\u30c8\u304c\u5927\u4e8b\u6545\u306b\u767a\u5c55\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub03-2024003979-1024x576.jpg\" alt=\"\" class=\"wp-image-5082\" style=\"width:550px\" srcset=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub03-2024003979-1024x576.jpg 1024w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub03-2024003979-300x169.jpg 300w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub03-2024003979-768x432.jpg 768w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub03-2024003979.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5929\u6c17\u4e88\u5831\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u89b3\u6e2c\u3068\u30c7\u30fc\u30bf\u540c\u5316<\/strong><br>\u6ecb\u8cc0\u5927\u5b66\u3000\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u90e8 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u79d1 \u51c6\u6559\u6388\u3000\u5927\u585a \u9053\u5b50 \u5148\u751f<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u306e\u7279\u5fb4\u3011\u7814\u7a76\u5ba4\u5185\u7d39\u4ecb\uff0f\u7814\u7a76\u4e8b\u4f8b\u7d39\u4ecb<br>\u3010\u8b1b\u7fa9\u52d5\u753b\u6982\u8981\u3011 \u30c7\u30fc\u30bf\u540c\u5316\u3068\u306f\u3001\u4e88\u6e2c\u3068\u89b3\u6e2c\u306e\u60c5\u5831\u3092\u5408\u308f\u305b\u3066\u6700\u9069\u306a\u63a8\u5b9a\u3092\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u65e5\u3005\u306e\u5929\u6c17\u4e88\u5831\u3068\u305d\u308c\u3092\u652f\u3048\u308b\u6c17\u8c61\u89b3\u6e2c\u3001\u305d\u3057\u3066\u30c7\u30fc\u30bf\u540c\u5316\u306e\u95a2\u4fc2\u306b\u3064\u3044\u3066\u3001\u7c21\u5358\u306a\u4f8b\u984c\u3068\u7814\u7a76\u3078\u306e\u5fdc\u7528\u4f8b\u3092\u4ea4\u3048\u3066\u304a\u8a71\u3057\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub04-2026005734-1024x576.jpg\" alt=\"\" class=\"wp-image-5083\" style=\"width:550px\" srcset=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub04-2026005734-1024x576.jpg 1024w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub04-2026005734-300x169.jpg 300w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub04-2026005734-768x432.jpg 768w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub04-2026005734.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u80fd\u767b\u534a\u5cf6\u5730\u9707\u306e\u8abf\u67fb\u3067\u306a\u306b\u304c\u308f\u304b\u3063\u305f\u304b\uff1f<\/strong><br>\u5bcc\u5c71\u5927\u5b66\u3000\u90fd\u5e02\u30c7\u30b6\u30a4\u30f3\u5b66\u90e8 \u5730\u7403\u30b7\u30b9\u30c6\u30e0\u79d1\u5b66\u79d1 \u51c6\u6559\u6388\u3000\u7acb\u77f3 \u826f \u5148\u751f<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u306e\u7279\u5fb4\u3011\u7814\u7a76\u306e\u5c06\u6765\u6027\uff0f\u7814\u7a76\u4e8b\u4f8b\u7d39\u4ecb<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u7d39\u4ecb\u3011\u91ce\u5916\u3067\u306e\u8abf\u67fb\u306b\u57fa\u3065\u3044\u305f\uff0c\u5730\u9707\u30fb\u6d25\u6ce2\u306e\u4e88\u6e2c\u306b\u95a2\u3059\u308b\u7814\u7a76\u3092\u884c\u3063\u3066\u3044\u307e\u3059\uff0e\u5f53\u65e5\u306f\uff0c\u8b1b\u7fa9Video\u3067\u7d39\u4ecb\u3057\u305f\u7814\u7a76\u306e\u9032\u5c55\u3084\uff0c\u307b\u304b\u306e\u7814\u7a76\u306e\u5185\u5bb9\u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\uff0e\u79c1\u305f\u3061\u306e\u7814\u7a76\u306f\u9b45\u529b\u3068\u5c06\u6765\u306b\u6ea2\u308c\u3066\u3044\u307e\u3059\uff0e\u305c\u3072\u3054\u53c2\u52a0\u304f\u3060\u3055\u3044\uff0e<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe48e5de wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/live.yumenavi.info\/live\/programs\/quetion?three-choices=no013\" target=\"_blank\" rel=\"noreferrer noopener\">\u8208\u5473\u3092\u6301\u3063\u305f\u3089<br>\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4e88\u7d04\u3057\u3088\u3046<\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u25cf\u4eba\u9593\u306e\u884c\u52d5\u3092\u53ef\u8996\u5316\u3059\u308b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u306f\u672c\u6765\u898b\u3048\u306a\u3044\u3082\u306e\u3092\u53ef\u8996\u5316\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u99c5\u306e\u4fbf\u5229\u3055\u3001\u4eba\u9593\u95a2\u4fc2\u306e\u3064\u306a\u304c\u308a\u3001\u4eba\u306e\u79fb\u52d5\u3002\u4eba\u306e\u884c\u52d5\u3084\u73fe\u8c61\u3092\u30c7\u30fc\u30bf\u3067\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3084\u65b0\u305f\u306a\u30a2\u30a4\u30c7\u30a2\u306b\u3064\u306a\u304c\u308b\u601d\u308f\u306c\u767a\u898b\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub05-2026006217-1024x576.jpg\" alt=\"\" class=\"wp-image-5084\" style=\"width:550px\" srcset=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub05-2026006217-1024x576.jpg 1024w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub05-2026006217-300x169.jpg 300w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub05-2026006217-768x432.jpg 768w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub05-2026006217.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8eab\u8fd1\u306a\u300c\u306a\u305c\uff1f\u300d\u3092\u30c7\u30fc\u30bf\u3067\u898b\u3048\u308b\u5316\u3059\u308b<\/strong><br>\u7389\u5ddd\u5927\u5b66\u3000\u5de5\u5b66\u90e8 \u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u79d1 \u8b1b\u5e2b\u3000\u539f \u6d0b\u5e73 \u5148\u751f<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u306e\u7279\u5fb4\u3011\u7814\u7a76\u306e\u5c06\u6765\u6027\uff0f\u7814\u7a76\u4e8b\u4f8b\u7d39\u4ecb<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u7d39\u4ecb\u3011\u300c\u4fbf\u5229\u3063\u3066\u4f55\u3060\u308d\u3046\uff1f\u300d\u305d\u3093\u306a\u8eab\u8fd1\u306a\u7591\u554f\u3092\u30c7\u30fc\u30bf\u3067\u898b\u3048\u308b\u5316\u3067\u304d\u305f\u3089\u9762\u767d\u304f\u306a\u3044\u3067\u3059\u304b\uff1f\u5c11\u3057\u3067\u3082\u8208\u5473\u3092\u6301\u3063\u3066\u304f\u308c\u305f\u7686\u3055\u3093\u306f\u3082\u3061\u308d\u3093\u3001\u9032\u307f\u305f\u3044\u5206\u91ce\u304c\u307e\u3060\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u65b9\u3001\u6587\u7cfb\u30fb\u7406\u7cfb\u3067\u8ff7\u3063\u3066\u3044\u308b\u65b9\u3082\u3001\u6c17\u8efd\u306b\u53c2\u52a0\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub06-2025005313-1024x576.jpg\" alt=\"\" class=\"wp-image-5085\" style=\"width:550px\" srcset=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub06-2025005313-1024x576.jpg 1024w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub06-2025005313-300x169.jpg 300w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub06-2025005313-768x432.jpg 768w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub06-2025005313.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u300c\u4eba\u9593\u95a2\u4fc2\u300d\u3092\u30c7\u30fc\u30bf\u304b\u3089\u79d1\u5b66\u3059\u308b<\/strong><br>\u6ecb\u8cc0\u5927\u5b66\u3000\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u90e8 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u79d1 \u6559\u6388\u3000\u9752\u6728 \u9ad8\u660e \u5148\u751f<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u306e\u7279\u5fb4\u3011\u7814\u7a76\u4e8b\u4f8b\u7d39\u4ecb<br>\u3010\u8b1b\u7fa9\u52d5\u753b\u6982\u8981\u3011 \u300c\u4eba\u9593\u95a2\u4fc2\u300d\u3068\u3044\u3046\u8a00\u8449\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u305d\u308c\u3092\u5b9f\u969b\u3001\u76ee\u3067\u898b\u305f\u3053\u3068\u306f\u3042\u308a\u307e\u3059\u304b\uff1f \u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u3044\u3046\u5f62\u3067\u53ef\u8996\u5316\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u300c\u8ab0\u304c\u30ad\u30fc\u30d1\u30fc\u30bd\u30f3\u306a\u306e\u304b\uff1f\u300d\u300c\u3069\u3093\u306a\u30b0\u30eb\u30fc\u30d7\u304c\u3042\u308b\u306e\u304b\uff1f\u300d\u3068\u3044\u3063\u305f\u7591\u554f\u306b\u8a08\u7b97\u3067\u7b54\u3048\u3066\u3044\u304f\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub07-2023003206-1024x576.jpg\" alt=\"\" class=\"wp-image-5086\" style=\"width:550px\" srcset=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub07-2023003206-1024x576.jpg 1024w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub07-2023003206-300x169.jpg 300w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub07-2023003206-768x432.jpg 768w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub07-2023003206.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4eba\u306e\u79fb\u52d5\u3092\u8003\u3048\u3088\u3046<\/strong><br>\u6ecb\u8cc0\u5927\u5b66\u3000\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u90e8 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u79d1 \u51c6\u6559\u6388\u3000\u6885\u6d25 \u9ad8\u6717 \u5148\u751f<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u306e\u7279\u5fb4\u3011\u7814\u7a76\u4e8b\u4f8b\u7d39\u4ecb<br>\u3010\u8b1b\u7fa9\u52d5\u753b\u6982\u8981\u3011 \u4eba\u3084\u7269\u306e\u52d5\u304d\u3092\u652f\u3048\u308b\u4ea4\u901a\u30a4\u30f3\u30d5\u30e9\u306f\u8c4a\u3067\u52b9\u7387\u7684\u306a\u793e\u4f1a\u306e\u5b9f\u73fe\u306b\u306f\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u3053\u306e\u8b1b\u7fa9\u3067\u306f\u9053\u8def\u4ea4\u901a\u3084\u4eba\u306e\u79fb\u52d5\u3092\u30c7\u30fc\u30bf\u5206\u6790\u3059\u308b\u969b\u306b\u5fc5\u9808\u3068\u306a\u308b\u4f4d\u7f6e\u60c5\u5831\u306e\u53d6\u5f97\u306e\u4ed5\u65b9\u3084\u3001\u5730\u56f3\u30c7\u30fc\u30bf\u306e\u6271\u3044\u65b9\u306a\u3069\u3092\u89e3\u8aac\u3057\u3001\u624b\u8efd\u306a\u4ea4\u901a\u5206\u6790\u306e\u30c6\u30fc\u30de\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub08-2025005583-1024x576.jpg\" alt=\"\" class=\"wp-image-5087\" style=\"width:550px\" srcset=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub08-2025005583-1024x576.jpg 1024w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub08-2025005583-300x169.jpg 300w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub08-2025005583-768x432.jpg 768w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub08-2025005583.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u304c\u62d3\u304f\u5730\u76e4\u5de5\u5b66\u306e\u672a\u6765<\/strong><br>\u6771\u4eac\u90fd\u5e02\u5927\u5b66\u3000\u5efa\u7bc9\u90fd\u5e02\u30c7\u30b6\u30a4\u30f3\u5b66\u90e8 \u90fd\u5e02\u5de5\u5b66\u79d1 \u6559\u6388\u3000\u73e0\u7396 \u9686\u884c \u5148\u751f<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u306e\u7279\u5fb4\u3011\u7814\u7a76\u306e\u5c06\u6765\u6027\uff0f\u7814\u7a76\u4e8b\u4f8b\u7d39\u4ecb<br>\u3010\u8b1b\u7fa9\u52d5\u753b\u6982\u8981\u3011 \u300c\u5730\u76e4\u5de5\u5b66\u300d\u3068\u805e\u3044\u3066\u3001\u3069\u3093\u306a\u5b66\u554f\u5206\u91ce\u3060\u3068\u60f3\u50cf\u3059\u308b\u3067\u3057\u3087\u3046\u304b\uff1f\u8b1b\u7fa9Video\u306b\u3088\u3063\u3066\u307f\u306a\u3055\u3093\u304c\u60f3\u50cf\u3059\u308b\u3088\u308a\u3082\u5e45\u5e83\u304f\u3001\u3044\u308d\u3044\u308d\u306a\u5206\u91ce\u3068\u306e\u95a2\u308f\u308a\u306e\u3042\u308b\u5b66\u554f\u3060\u3068\u3044\u3046\u3053\u3068\u3092\u77e5\u3063\u3066\u3044\u305f\u3060\u3051\u308b\u3068\u5b09\u3057\u3044\u3067\u3059\uff01<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe48e5de wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/live.yumenavi.info\/live\/programs\/quetion?three-choices=no013\" target=\"_blank\" rel=\"noreferrer noopener\">\u8208\u5473\u3092\u6301\u3063\u305f\u3089<br>\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4e88\u7d04\u3057\u3088\u3046<\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u25cf\u7523\u696d\u30fb\u533b\u7642\u306b\u8ca2\u732e\u3059\u308bAI\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a3a\u7642\u653e\u5c04\u7dda\u6280\u5e2b\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u73fe\u5834\u3067\u6d3b\u304d\u308b\u5206\u6790\u529b\u3001\u30d5\u30a3\u30b8\u30ab\u30ebAI\u304c\u6311\u3080\u6c34\u7523\u990a\u6b96\u3001AI\u304c\u62d3\u304f\u672a\u6765\u306e\u533b\u7642\u3002\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068AI\u306f\u3001\u7523\u696d\u3084\u533b\u7642\u3092\u306f\u3058\u3081\u3001\u3042\u3089\u3086\u308b\u5206\u91ce\u3067\u529b\u3092\u767a\u63ee\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub09-2023002632-1024x576.jpg\" alt=\"\" class=\"wp-image-5088\" style=\"width:550px\" srcset=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub09-2023002632-1024x576.jpg 1024w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub09-2023002632-300x169.jpg 300w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub09-2023002632-768x432.jpg 768w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub09-2023002632.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u8a3a\u7642\u653e\u5c04\u7dda\u6280\u5e2b<\/strong><br>\u4eac\u90fd\u533b\u7642\u79d1\u5b66\u5927\u5b66\u3000\u533b\u7642\u79d1\u5b66\u90e8 \u653e\u5c04\u7dda\u6280\u8853\u5b66\u79d1 \u52a9\u6559\u3000\u672c\u8c37 \u5d07\u4e4b \u5148\u751f<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u306e\u7279\u5fb4\u3011\u7814\u7a76\u306e\u5c06\u6765\u6027\uff0f\u53c2\u52a0\u578b\u4ea4\u6d41<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u7d39\u4ecb\u3011\u8a3a\u7642\u653e\u5c04\u7dda\u6280\u5e2b\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u3001\u672a\u6765\u306e\u533b\u7642\u306b\u3064\u3044\u3066\u8003\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub10-2026006017-1024x576.jpg\" alt=\"\" class=\"wp-image-5089\" style=\"width:550px\" srcset=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub10-2026006017-1024x576.jpg 1024w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub10-2026006017-300x169.jpg 300w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub10-2026006017-768x432.jpg 768w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub10-2026006017.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30d3\u30b8\u30cd\u30b9\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/strong><br>\u6ecb\u8cc0\u5927\u5b66\u3000\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u90e8 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u79d1 \u6559\u6388\u3000\u6cb3\u672c \u85ab \u5148\u751f<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u306e\u7279\u5fb4\u3011\u30b2\u30b9\u30c8\u53c2\u52a0\u6709<br>\u3010\u8b1b\u7fa9\u52d5\u753b\u6982\u8981\u3011 \u30d3\u30b8\u30cd\u30b9\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u7b2c\u4e00\u4eba\u8005\u3067\u3042\u308b\u6ecb\u8cc0\u5927\u5b66\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u90e8\u306e\u6cb3\u672c\u6559\u6388\u304b\u3089\u3001\u30d3\u30b8\u30cd\u30b9\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u5b66\u3076\u610f\u7fa9\u304a\u3088\u3073\u6ecb\u8cc0\u5927\u5b66\u306b\u304a\u3051\u308b\u30d3\u30b8\u30cd\u30b9\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u6559\u80b2\u65b9\u6cd5\u3001\u3055\u3089\u306b\u3001\u5352\u696d\u751f\u306e\u6d3b\u8e8d\u306b\u3064\u3044\u3066\u8ff0\u3079\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub11-2026006067-1024x576.jpg\" alt=\"\" class=\"wp-image-5090\" style=\"width:550px\" srcset=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub11-2026006067-1024x576.jpg 1024w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub11-2026006067-300x169.jpg 300w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub11-2026006067-768x432.jpg 768w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub11-2026006067.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>AI\u306f\u73fe\u5b9f\u4e16\u754c\u3092\u3069\u3046\u5909\u3048\u308b\u306e\u304b\uff1f<\/strong><br>\u99d2\u6fa4\u5927\u5b66\u3000\u30b0\u30ed\u30fc\u30d0\u30eb\u30fb\u30e1\u30c7\u30a3\u30a2\u30fb\u30b9\u30bf\u30c7\u30a3\u30fc\u30ba\u5b66\u90e8 \u30b0\u30ed\u30fc\u30d0\u30eb\u30fb\u30e1\u30c7\u30a3\u30a2\u5b66\u79d1 \u6559\u6388\u3000\u5c0f\u6797 \u900f \u5148\u751f<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u306e\u7279\u5fb4\u3011\u7814\u7a76\u306e\u5c06\u6765\u6027<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u7d39\u4ecb\u3011\u5c0f\u6797\u7814\u7a76\u5ba4\u3067\u306f\uff0c\u6700\u65b0\u306eAI\u3092\u6d3b\u7528\u3057\u305f\u793e\u4f1a\u554f\u984c\u306e\u89e3\u6c7a\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\uff0e\u4eca\u56de\u306e\u5922\u30ca\u30d3\u8b1b\u7fa9\u3067\u306f\uff0c\u6c34\u7523\u990a\u6b96\u696d\u3092\u30bf\u30fc\u30b2\u30c3\u30c8\u306b\u3057\u305f\u6700\u65b0\u306e\u7814\u7a76\u6210\u679c\u3092\u7d39\u4ecb\u3057\u307e\u3059\uff0eAI\u306b\u8208\u5473\u304c\u3042\u308b\u4eba\uff0c\u5c06\u6765\uff0c\u4e16\u306e\u4e2d\u306e\u305f\u3081\u306b\u306a\u308a\u305f\u3044\u3068\u601d\u3063\u3066\u3044\u308b\u4eba\uff0c\u305c\u3072\u53c2\u52a0\u3057\u3066\u304f\u3060\u3055\u3044\uff0e<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub12-2026006020-1024x576.jpg\" alt=\"\" class=\"wp-image-5091\" style=\"width:550px\" srcset=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub12-2026006020-1024x576.jpg 1024w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub12-2026006020-300x169.jpg 300w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub12-2026006020-768x432.jpg 768w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub12-2026006020-1536x864.jpg 1536w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub12-2026006020.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7d30\u80de\u3092\u81ea\u5728\u306b\u5909\u3048\u308b\uff01AI\u304c\u62d3\u304f\u672a\u6765\u306e\u533b\u7642<\/strong><br>\u4e5d\u5dde\u5de5\u696d\u5927\u5b66\u3000\u60c5\u5831\u5de5\u5b66\u90e8 \u533b\u7528\u5de5\u5b66\u30b3\u30fc\u30b9 \u51c6\u6559\u6388\u3000\u6ff1\u91ce \u6843\u5b50 \u5148\u751f<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u306e\u7279\u5fb4\u3011\u7814\u7a76\u5ba4\u5185\u7d39\u4ecb\uff0f\u7814\u7a76\u306e\u5c06\u6765\u6027\uff0f\u7814\u7a76\u4e8b\u4f8b\u7d39\u4ecb<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u7d39\u4ecb\u3011\u5275\u85ac\u7814\u7a76\u3084AI\u89e3\u6790\u3067\u6b20\u304b\u305b\u306a\u3044\u751f\u547d\u79d1\u5b66\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306f\u3069\u3093\u306a\u3082\u306e\u304b\u3001\u307e\u305f\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092\u30d1\u30bd\u30b3\u30f3\u3092\u64cd\u4f5c\u3057\u3066\u3069\u306e\u3088\u3046\u306b\u89e3\u6790\u3057\u3066\u3044\u308b\u306e\u304b\u3001AI\u306e\u4e00\u90e8\u3092\u7d39\u4ecb\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe48e5de wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/live.yumenavi.info\/live\/programs\/quetion?three-choices=no013\" target=\"_blank\" rel=\"noreferrer noopener\">\u8208\u5473\u3092\u6301\u3063\u305f\u3089<br>\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4e88\u7d04\u3057\u3088\u3046<\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u25cf\u6700\u524d\u7dda\u306e\u60c5\u5831\u6280\u8853\u306e\u4f7f\u3044\u65b9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">VR\u3092\u4f7f\u3044\u3001\u8996\u899a\u3084\u89e6\u899a\u3092\u901a\u3058\u3066\u5b9f\u969b\u306e\u73fe\u5834\u3092\u7591\u4f3c\u4f53\u9a13\u3057\u305f\u308a\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u304b\u3089\u77e5\u308a\u305f\u3044\u60c5\u5831\u3092\u62bd\u51fa\u3057\u305f\u308a\u3002AI\u3084\u6a5f\u68b0\u5b66\u7fd2\u3001VR\u306a\u3069\u6700\u65b0\u306e\u60c5\u5831\u6280\u8853\u306e\u6709\u52b9\u306a\u4f7f\u3044\u65b9\u3092\u3001\u6559\u80b2\u3084\u30d3\u30b8\u30cd\u30b9\u306e\u73fe\u5834\u3067\u8003\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub13-2026006049-1024x576.jpg\" alt=\"\" class=\"wp-image-5092\" style=\"width:550px\" srcset=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub13-2026006049-1024x576.jpg 1024w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub13-2026006049-300x169.jpg 300w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub13-2026006049-768x432.jpg 768w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub13-2026006049.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>VR\u3067\u89e6\u899a\u5b66\u7fd2\u3001AI\u306f\u6559\u3048\u3059\u304e\uff1fICT\u306b\u3088\u308b\u65b0\u305f\u306a\u5b66\u3073\u306e\u5f62<\/strong><br>\u8328\u57ce\u5927\u5b66\u3000\u5730\u57df\u672a\u6765\u5171\u5275\u5b66\u74b0 \u8b1b\u5e2b\u3000\u52a0\u7d0d \u5fb9 \u5148\u751f<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u306e\u7279\u5fb4\u3011\u7814\u7a76\u4e8b\u4f8b\u7d39\u4ecb\uff0f\u5b9f\u9a13\u30fb\u5b9f\u6f14<br>\u3010\u8b1b\u7fa9\u52d5\u753b\u6982\u8981\u3011 VR\u3092\u4f7f\u3048\u3070\u3001\u707d\u5bb3\u6642\u306e\u907f\u96e3\u3084\u3001\u9b5a\u3092\u3055\u3070\u3044\u3066\u9aa8\u306b\u5f53\u305f\u308b\u611f\u89e6\u307e\u3067\u3001\u5b89\u5168\u306b\u300c\u4f53\u9a13\u3057\u3066\u5b66\u3076\u300d\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001AI\u3092\u4f7f\u3048\u3070\u3001\u52b9\u7387\u7684\u306b\u5b66\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304c\u3001\u983c\u308a\u3059\u304e\u308b\u3068\u7406\u89e3\u304c\u6d45\u304f\u306a\u308b\u5fc3\u914d\u3082\u3042\u308a\u307e\u3059\u3002\u672c\u52d5\u753b\u3067\u306f\u3001ICT\u304c\u5909\u3048\u308b\u5b66\u3073\u306e\u304b\u305f\u3061\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub14-2026006338-1024x576.jpg\" alt=\"\" class=\"wp-image-5093\" style=\"width:550px\" srcset=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub14-2026006338-1024x576.jpg 1024w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub14-2026006338-300x169.jpg 300w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub14-2026006338-768x432.jpg 768w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub14-2026006338.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u793e\u4f1a\u3092\u3064\u306a\u3050\u30c7\u30fc\u30bf\u751f\u614b\u7cfb\u306e\u79d1\u5b66\u3068\u6280\u8853<\/strong><br>\u4e00\u6a4b\u5927\u5b66\u3000\u30bd\u30fc\u30b7\u30e3\u30eb\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u90e8 \u30bd\u30fc\u30b7\u30e3\u30eb\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u79d1 \u51c6\u6559\u6388\u3000\u65e9\u77e2\u4ed5 \u6643\u7ae0 \u5148\u751f<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u306e\u7279\u5fb4\u3011\u7814\u7a76\u4e8b\u4f8b\u7d39\u4ecb<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u7d39\u4ecb\u3011\u30c7\u30fc\u30bf\u306f\u3001\u793e\u4f1a\u3084AI\u3092\u652f\u3048\u308b\u4ea4\u63db\u53ef\u80fd\u306a\u8cc7\u6e90\u3067\u3042\u308a\u3001\u305d\u306e\u3064\u306a\u304c\u308a\u306f\u65b0\u305f\u306a\u793e\u4f1a\u30a4\u30f3\u30d5\u30e9\u3068\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u672c\u8b1b\u7fa9\u3067\u306f\u3001\u7570\u5206\u91ce\u306e\u30c7\u30fc\u30bf\u304c\u7d50\u3073\u4ed8\u304f\u3053\u3068\u3067\u751f\u307e\u308c\u308b\u65b0\u305f\u306a\u4fa1\u5024\u3084\u793e\u4f1a\u306e\u5909\u5316\u3092\u901a\u3058\u3066\u3001\u672a\u6765\u306e\u30c7\u30fc\u30bf\u793e\u4f1a\u306e\u4ed5\u7d44\u307f\u306b\u3064\u3044\u3066\u8003\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub15-2024003986-1024x576.jpg\" alt=\"\" class=\"wp-image-5094\" style=\"width:550px\" srcset=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub15-2024003986-1024x576.jpg 1024w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub15-2024003986-300x169.jpg 300w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub15-2024003986-768x432.jpg 768w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub15-2024003986.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9b45\u305b\u308b\u5de5\u5b66 \uff5e\u60c5\u5831\u51e6\u7406\u306e\u8996\u70b9\u3067\u30c0\u30f3\u30b9\u3092\u7814\u7a76\u3059\u308b\uff5e<\/strong><br>\u304a\u8336\u306e\u6c34\u5973\u5b50\u5927\u5b66\u3000\u5171\u5275\u5de5\u5b66\u90e8 \u6587\u5316\u60c5\u5831\u5de5\u5b66\u79d1 \u8b1b\u5e2b\u3000\u571f\u7530 \u4fee\u5e73 \u5148\u751f<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u306e\u7279\u5fb4\u3011\u7814\u7a76\u306e\u5c06\u6765\u6027\uff0f\u7814\u7a76\u4e8b\u4f8b\u7d39\u4ecb\uff0f\u53c2\u52a0\u578b\u4ea4\u6d41<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u7d39\u4ecb\u3011\u30c0\u30f3\u30b9\u306a\u3069\u300c\u52d5\u304d\u300d\u3084\u300c\u611f\u899a\u300d\u3068\u3044\u3063\u305f\u8a00\u8449\u306b\u306a\u3089\u306a\u3044\u60c5\u5831\u3092\u30c7\u30fc\u30bf\u3068\u3057\u3066\u6349\u3048\u89e3\u6790\u3057\u3001\u65b0\u3057\u3044\u8868\u73fe\u3084\u652f\u63f4\u6280\u8853\u3092\u751f\u307f\u51fa\u3059\u7814\u7a76\uff08\u8868\u73fe\u5de5\u5b66\uff09\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<br>\u5f53\u65e5\u306f\u8cea\u7591\u5fdc\u7b54\u306e\u6642\u9593\u3092\u305f\u3063\u3077\u308a\u53d6\u308a\u307e\u3059\u306e\u3067\u3001\u305c\u3072\u5922\u30ca\u30d3\u8b1b\u7fa9\u52d5\u753b\u3092\u3054\u89a7\u306b\u306a\u3063\u305f\u4e0a\u3067\u3054\u53c2\u52a0\u304f\u3060\u3055\u3044\uff01<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub16-2024004402-1024x576.jpg\" alt=\"\" class=\"wp-image-5095\" style=\"width:550px\" srcset=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub16-2024004402-1024x576.jpg 1024w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub16-2024004402-300x169.jpg 300w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub16-2024004402-768x432.jpg 768w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub16-2024004402.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3068\u97f3\u58f0\u30c7\u30fc\u30bf<\/strong><br>\u6ecb\u8cc0\u5927\u5b66\u3000\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u90e8 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u79d1 \u6559\u6388\uff08\u5b66\u90e8\u9577\uff09\u3000\u5e02\u5ddd \u6cbb \u5148\u751f<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u306e\u7279\u5fb4\u3011\u7814\u7a76\u4e8b\u4f8b\u7d39\u4ecb<br>\u3010\u8b1b\u7fa9\u52d5\u753b\u6982\u8981\u3011 AI\u304c\u672c\u683c\u7684\u306b\u666e\u53ca\u3059\u308b\u6642\u4ee3\u306b\u306a\u308a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5206\u91ce\u3067\u306f\u97f3\u58f0\u30c7\u30fc\u30bf\u3084\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u91cd\u8981\u6027\u304c\u307e\u3059\u307e\u3059\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8b1b\u7fa9\u3067\u306f\u3001\u97f3\u58f0\u30c7\u30fc\u30bf\u3068\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066\u3001\u57fa\u672c\u7684\u306a\u51e6\u7406\u306e\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub17-2025004726-1024x576.jpg\" alt=\"\" class=\"wp-image-5096\" style=\"width:550px\" srcset=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub17-2025004726-1024x576.jpg 1024w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub17-2025004726-300x169.jpg 300w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub17-2025004726-768x432.jpg 768w, https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-sub17-2025004726.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30c7\u30fc\u30bf\u304b\u3089\u91cd\u8981\u306a\u60c5\u5831\u3092\u63a2\u3057\u51fa\u305d\u3046<\/strong><br>\u6ecb\u8cc0\u5927\u5b66\u3000\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u90e8 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u79d1 \u6559\u6388\u3000\u677e\u4e95 \u79c0\u4fca \u5148\u751f<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u306e\u7279\u5fb4\u3011\u7814\u7a76\u5ba4\u5185\u7d39\u4ecb\uff0f\u7814\u7a76\u306e\u5c06\u6765\u6027\uff0f\u7814\u7a76\u4e8b\u4f8b\u7d39\u4ecb<br>\u3010\u7814\u7a76\u5ba4\u8a2a\u554f\u7d39\u4ecb\u3011\u3053\u3093\u306b\u3061\u306f\u3002\u79c1\u306e\u7814\u7a76\u5ba4\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u80cc\u5f8c\u306b\u6f5c\u3080\u95a2\u4fc2\u6027\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u305f\u3081\u306e\u7d71\u8a08\u5b66\u306b\u95a2\u3059\u308b\u7814\u7a76\u3092\u9032\u3081\u3066\u3044\u307e\u3059\u3002AI\u304c\u767a\u5c55\u3057\u305f\u73fe\u5728\u3067\u3082\u3001\u7d71\u8a08\u5b66\u306e\u77e5\u8b58\u3084\u30b9\u30ad\u30eb\u306f\u4f9d\u7136\u3068\u3057\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u8208\u5473\u3092\u304a\u6301\u3061\u306e\u65b9\u306e\u3054\u53c2\u52a0\u3092\u304a\u5f85\u3061\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe48e5de wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/live.yumenavi.info\/live\/programs\/quetion?three-choices=no013\" target=\"_blank\" rel=\"noreferrer noopener\">\u8208\u5473\u3092\u6301\u3063\u305f\u3089<br>\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4e88\u7d04\u3057\u3088\u3046<\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u5922\u30ca\u30d3\u30e9\u30a4\u30d6\u3063\u3066\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5922\u30ca\u30d3\u30e9\u30a4\u30d6\u306f\u3001\u5b66\u3073\u305f\u3044\u5b66\u554f\u306e\u767a\u898b\u304b\u3089\u5b66\u3079\u308b\u5927\u5b66\u3068\u306e\u51fa\u4f1a\u3044\u307e\u3067\u3001\u4e00\u5ea6\u306b\u4f53\u9a13\u3067\u304d\u308b\u65e5\u672c\u6700\u5927\u7d1a\u306e\u5927\u5b66\u9032\u5b66\u30aa\u30f3\u30e9\u30a4\u30f3\u30a4\u30d9\u30f3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5927\u5b66\u6559\u6388\u306b\u3088\u308b30\u5206\u306e\u300c\u5922\u30ca\u30d3\u8b1b\u7fa9\u52d5\u753b\u300d\u304c\u671f\u9593\u4e2d\u898b\u653e\u984c\uff01\u3055\u3089\u306b\u62c5\u5f53\u6559\u6388\u304c40\u5206\u3067\u30bc\u30df\u30fb\u7814\u7a76\u5ba4\u3067\u5b66\u3079\u308b\u5185\u5bb9\u306a\u3069\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u6559\u3048\u3066\u304f\u308c\u308b\u300c\u5922\u30ca\u30d3\u8b1b\u7fa9 \u7814\u7a76\u5ba4\u8a2a\u554f\u300d\u3082\u5b9f\u65bd\u3057\u307e\u3059\u3002\u5b66\u3073\u305f\u3044\u5185\u5bb9\u304c\u6c7a\u307e\u3063\u305f\u3089\u3001\u5927\u5b66\u306e\u62c5\u5f53\u8005\u304c\u81ea\u5b66\u306e\u7279\u5fb4\u3084\u5165\u8a66\u5236\u5ea6\u306a\u3069\u3092\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u7d39\u4ecb\u3057\u3066\u304f\u308c\u308b\u300c\u5927\u5b66\u5225\u8aac\u660e\u4f1a\u300d\u306b\u3082\u53c2\u52a0\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u7814\u7a76\u5ba4\u8a2a\u554f\u300d\u3068\u300c\u5927\u5b66\u5225\u8aac\u660e\u4f1a\u300d\u306f\u4e8b\u524d\u306e\u4e88\u7d04\u304c\u5fc5\u8981\u3067\u3059\u3002\u8208\u5473\u3092\u3082\u3063\u305f\u3089\u3001\u4ee5\u4e0b\u304b\u3089\u7533\u3057\u8fbc\u3082\u3046\uff01<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe48e5de wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/live.yumenavi.info\/live\/programs\/quetion?three-choices=no013\" target=\"_blank\" rel=\"noreferrer noopener\">\u5922\u30ca\u30d3\u30e9\u30a4\u30d6\u306b\u7533\u3057\u8fbc\u3080<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe48e5de wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/liveweb.yumenavi.info\/?three-choices=no013\" target=\"_blank\" rel=\"noreferrer noopener\">\u5922\u30ca\u30d3\u30e9\u30a4\u30d6\u306e\u8a73\u7d30\u306f\u3053\u3061\u3089<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u25cf\u30c7\u30fc\u30bf\u3068AI\u3067\u66ae\u3089\u3057\u3092\u5b88\u308b \u79d8\u5bc6\u60c5\u5831\u3092\u5b88\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6280\u8853\u3001\u3042\u304a\u308a\u904b\u8ee2\u306e\u30d2\u30e4\u30ea\u30cf\u30c3\u30c8\u5206\u6790\u3001\u6c17\u8c61\u3084\u5730\u9707\u306e\u4e88\u6e2c\u3002\u6700\u65b0\u306e\u60c5\u5831\u30fb\u901a\u4fe1\u6280\u8853\u3068\u30c7\u30fc\u30bf\u5206\u6790\u306e\u7814\u7a76\u304c\u3001\u79c1\u305f\u3061\u306e\u66ae\u3089\u3057\u306e\u5b89\u5168\u3092\u898b\u3048\u306a\u3044\u3068\u3053\u308d\u3067\u652f\u3048\u3066\u3044\u307e\u3059\u3002 AI\u3092 [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":5079,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[10,26],"tags":[],"class_list":["post-2019","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-academics-research","category-yumenavi-special"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u25cf\u30c7\u30fc\u30bf\u3068AI\u3067\u66ae\u3089\u3057\u3092\u5b88\u308b \u79d8\u5bc6\u60c5\u5831\u3092\u5b88\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6280\u8853\u3001\u3042\u304a\u308a\u904b\u8ee2\u306e\u30d2\u30e4\u30ea\u30cf\u30c3\u30c8\u5206\u6790\u3001\u6c17\u8c61\u3084\u5730\u9707\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"\u76f8\u5ddd\u76f4\u6a39\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special\/ynlsp-data-science.html\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" \/>\n\t\t<meta property=\"og:locale\" content=\"ja_JP\" \/>\n\t\t<meta property=\"og:site_name\" content=\"\u30c6\u30ec\u30e1\u30fc\u30eb\u9032\u5b66 |\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\u30c7\u30fc\u30bf\u304c\u5275\u308b\u4e00\u6b69\u5148\u306e\u672a\u6765 | \u30c6\u30ec\u30e1\u30fc\u30eb\u9032\u5b66\" \/>\n\t\t<meta property=\"og:description\" content=\"\u25cf\u30c7\u30fc\u30bf\u3068AI\u3067\u66ae\u3089\u3057\u3092\u5b88\u308b \u79d8\u5bc6\u60c5\u5831\u3092\u5b88\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6280\u8853\u3001\u3042\u304a\u308a\u904b\u8ee2\u306e\u30d2\u30e4\u30ea\u30cf\u30c3\u30c8\u5206\u6790\u3001\u6c17\u8c61\u3084\u5730\u9707\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special\/ynlsp-data-science.html\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-thumbnail.jpg\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-thumbnail.jpg\" \/>\n\t\t<meta property=\"og:image:width\" content=\"130\" \/>\n\t\t<meta property=\"og:image:height\" content=\"130\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2026-09-01T08:00:00+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2026-09-01T07:13:30+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:title\" content=\"\u30c7\u30fc\u30bf\u304c\u5275\u308b\u4e00\u6b69\u5148\u306e\u672a\u6765 | \u30c6\u30ec\u30e1\u30fc\u30eb\u9032\u5b66\" \/>\n\t\t<meta name=\"twitter:description\" content=\"\u25cf\u30c7\u30fc\u30bf\u3068AI\u3067\u66ae\u3089\u3057\u3092\u5b88\u308b \u79d8\u5bc6\u60c5\u5831\u3092\u5b88\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6280\u8853\u3001\u3042\u304a\u308a\u904b\u8ee2\u306e\u30d2\u30e4\u30ea\u30cf\u30c3\u30c8\u5206\u6790\u3001\u6c17\u8c61\u3084\u5730\u9707\" \/>\n\t\t<meta name=\"twitter:image\" content=\"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-thumbnail.jpg\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BlogPosting\",\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/academics-research\\\/yumenavi-special\\\/ynlsp-data-science.html#blogposting\",\"name\":\"\\u30c7\\u30fc\\u30bf\\u304c\\u5275\\u308b\\u4e00\\u6b69\\u5148\\u306e\\u672a\\u6765 | \\u30c6\\u30ec\\u30e1\\u30fc\\u30eb\\u9032\\u5b66\",\"headline\":\"\\u30c7\\u30fc\\u30bf\\u304c\\u5275\\u308b\\u4e00\\u6b69\\u5148\\u306e\\u672a\\u6765\",\"author\":{\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/author\\\/n-aikawafrompage-co-jp#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/#organization\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/ynlsp-data-science-thumbnail.jpg\",\"width\":130,\"height\":130},\"datePublished\":\"2026-09-01T17:00:00+09:00\",\"dateModified\":\"2026-09-01T16:13:30+09:00\",\"inLanguage\":\"ja\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/academics-research\\\/yumenavi-special\\\/ynlsp-data-science.html#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/academics-research\\\/yumenavi-special\\\/ynlsp-data-science.html#webpage\"},\"articleSection\":\"\\u5b66\\u554f\\u767a\\u898b, \\u5922\\u30ca\\u30d3\\u30e9\\u30a4\\u30d6\\u30b9\\u30da\\u30b7\\u30e3\\u30eb\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/academics-research\\\/yumenavi-special\\\/ynlsp-data-science.html#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/telemail.jp\\\/magazine\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/academics-research#listItem\",\"name\":\"\\u5b66\\u554f\\u767a\\u898b\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/academics-research#listItem\",\"position\":2,\"name\":\"\\u5b66\\u554f\\u767a\\u898b\",\"item\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/academics-research\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/academics-research\\\/yumenavi-special#listItem\",\"name\":\"\\u5922\\u30ca\\u30d3\\u30e9\\u30a4\\u30d6\\u30b9\\u30da\\u30b7\\u30e3\\u30eb\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/academics-research\\\/yumenavi-special#listItem\",\"position\":3,\"name\":\"\\u5922\\u30ca\\u30d3\\u30e9\\u30a4\\u30d6\\u30b9\\u30da\\u30b7\\u30e3\\u30eb\",\"item\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/academics-research\\\/yumenavi-special\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/academics-research\\\/yumenavi-special\\\/ynlsp-data-science.html#listItem\",\"name\":\"\\u30c7\\u30fc\\u30bf\\u304c\\u5275\\u308b\\u4e00\\u6b69\\u5148\\u306e\\u672a\\u6765\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/academics-research#listItem\",\"name\":\"\\u5b66\\u554f\\u767a\\u898b\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/academics-research\\\/yumenavi-special\\\/ynlsp-data-science.html#listItem\",\"position\":4,\"name\":\"\\u30c7\\u30fc\\u30bf\\u304c\\u5275\\u308b\\u4e00\\u6b69\\u5148\\u306e\\u672a\\u6765\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/academics-research\\\/yumenavi-special#listItem\",\"name\":\"\\u5922\\u30ca\\u30d3\\u30e9\\u30a4\\u30d6\\u30b9\\u30da\\u30b7\\u30e3\\u30eb\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/#organization\",\"name\":\"\\u30c6\\u30ec\\u30e1\\u30fc\\u30eb\\u9032\\u5b66\",\"url\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/author\\\/n-aikawafrompage-co-jp#author\",\"url\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/author\\\/n-aikawafrompage-co-jp\",\"name\":\"\\u76f8\\u5ddd\\u76f4\\u6a39\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/academics-research\\\/yumenavi-special\\\/ynlsp-data-science.html#webpage\",\"url\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/academics-research\\\/yumenavi-special\\\/ynlsp-data-science.html\",\"name\":\"\\u30c7\\u30fc\\u30bf\\u304c\\u5275\\u308b\\u4e00\\u6b69\\u5148\\u306e\\u672a\\u6765 | \\u30c6\\u30ec\\u30e1\\u30fc\\u30eb\\u9032\\u5b66\",\"description\":\"\\u25cf\\u30c7\\u30fc\\u30bf\\u3068AI\\u3067\\u66ae\\u3089\\u3057\\u3092\\u5b88\\u308b \\u79d8\\u5bc6\\u60c5\\u5831\\u3092\\u5b88\\u308b\\u30b5\\u30a4\\u30d0\\u30fc\\u30bb\\u30ad\\u30e5\\u30ea\\u30c6\\u30a3\\u6280\\u8853\\u3001\\u3042\\u304a\\u308a\\u904b\\u8ee2\\u306e\\u30d2\\u30e4\\u30ea\\u30cf\\u30c3\\u30c8\\u5206\\u6790\\u3001\\u6c17\\u8c61\\u3084\\u5730\\u9707\",\"inLanguage\":\"ja\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/academics-research\\\/yumenavi-special\\\/ynlsp-data-science.html#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/author\\\/n-aikawafrompage-co-jp#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/author\\\/n-aikawafrompage-co-jp#author\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/ynlsp-data-science-thumbnail.jpg\",\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/academics-research\\\/yumenavi-special\\\/ynlsp-data-science.html\\\/#mainImage\",\"width\":130,\"height\":130},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/academics-research\\\/yumenavi-special\\\/ynlsp-data-science.html#mainImage\"},\"datePublished\":\"2026-09-01T17:00:00+09:00\",\"dateModified\":\"2026-09-01T16:13:30+09:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/#website\",\"url\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/\",\"name\":\"\\u30c6\\u30ec\\u30e1\\u30fc\\u30eb\\u9032\\u5b66\",\"inLanguage\":\"ja\",\"publisher\":{\"@id\":\"https:\\\/\\\/telemail.jp\\\/magazine\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"\u30c7\u30fc\u30bf\u304c\u5275\u308b\u4e00\u6b69\u5148\u306e\u672a\u6765 | \u30c6\u30ec\u30e1\u30fc\u30eb\u9032\u5b66","description":"\u25cf\u30c7\u30fc\u30bf\u3068AI\u3067\u66ae\u3089\u3057\u3092\u5b88\u308b \u79d8\u5bc6\u60c5\u5831\u3092\u5b88\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6280\u8853\u3001\u3042\u304a\u308a\u904b\u8ee2\u306e\u30d2\u30e4\u30ea\u30cf\u30c3\u30c8\u5206\u6790\u3001\u6c17\u8c61\u3084\u5730\u9707","canonical_url":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special\/ynlsp-data-science.html","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BlogPosting","@id":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special\/ynlsp-data-science.html#blogposting","name":"\u30c7\u30fc\u30bf\u304c\u5275\u308b\u4e00\u6b69\u5148\u306e\u672a\u6765 | \u30c6\u30ec\u30e1\u30fc\u30eb\u9032\u5b66","headline":"\u30c7\u30fc\u30bf\u304c\u5275\u308b\u4e00\u6b69\u5148\u306e\u672a\u6765","author":{"@id":"https:\/\/telemail.jp\/magazine\/author\/n-aikawafrompage-co-jp#author"},"publisher":{"@id":"https:\/\/telemail.jp\/magazine\/#organization"},"image":{"@type":"ImageObject","url":"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-thumbnail.jpg","width":130,"height":130},"datePublished":"2026-09-01T17:00:00+09:00","dateModified":"2026-09-01T16:13:30+09:00","inLanguage":"ja","mainEntityOfPage":{"@id":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special\/ynlsp-data-science.html#webpage"},"isPartOf":{"@id":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special\/ynlsp-data-science.html#webpage"},"articleSection":"\u5b66\u554f\u767a\u898b, \u5922\u30ca\u30d3\u30e9\u30a4\u30d6\u30b9\u30da\u30b7\u30e3\u30eb"},{"@type":"BreadcrumbList","@id":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special\/ynlsp-data-science.html#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/telemail.jp\/magazine#listItem","position":1,"name":"Home","item":"https:\/\/telemail.jp\/magazine","nextItem":{"@type":"ListItem","@id":"https:\/\/telemail.jp\/magazine\/academics-research#listItem","name":"\u5b66\u554f\u767a\u898b"}},{"@type":"ListItem","@id":"https:\/\/telemail.jp\/magazine\/academics-research#listItem","position":2,"name":"\u5b66\u554f\u767a\u898b","item":"https:\/\/telemail.jp\/magazine\/academics-research","nextItem":{"@type":"ListItem","@id":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special#listItem","name":"\u5922\u30ca\u30d3\u30e9\u30a4\u30d6\u30b9\u30da\u30b7\u30e3\u30eb"},"previousItem":{"@type":"ListItem","@id":"https:\/\/telemail.jp\/magazine#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special#listItem","position":3,"name":"\u5922\u30ca\u30d3\u30e9\u30a4\u30d6\u30b9\u30da\u30b7\u30e3\u30eb","item":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special","nextItem":{"@type":"ListItem","@id":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special\/ynlsp-data-science.html#listItem","name":"\u30c7\u30fc\u30bf\u304c\u5275\u308b\u4e00\u6b69\u5148\u306e\u672a\u6765"},"previousItem":{"@type":"ListItem","@id":"https:\/\/telemail.jp\/magazine\/academics-research#listItem","name":"\u5b66\u554f\u767a\u898b"}},{"@type":"ListItem","@id":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special\/ynlsp-data-science.html#listItem","position":4,"name":"\u30c7\u30fc\u30bf\u304c\u5275\u308b\u4e00\u6b69\u5148\u306e\u672a\u6765","previousItem":{"@type":"ListItem","@id":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special#listItem","name":"\u5922\u30ca\u30d3\u30e9\u30a4\u30d6\u30b9\u30da\u30b7\u30e3\u30eb"}}]},{"@type":"Organization","@id":"https:\/\/telemail.jp\/magazine\/#organization","name":"\u30c6\u30ec\u30e1\u30fc\u30eb\u9032\u5b66","url":"https:\/\/telemail.jp\/magazine\/"},{"@type":"Person","@id":"https:\/\/telemail.jp\/magazine\/author\/n-aikawafrompage-co-jp#author","url":"https:\/\/telemail.jp\/magazine\/author\/n-aikawafrompage-co-jp","name":"\u76f8\u5ddd\u76f4\u6a39"},{"@type":"WebPage","@id":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special\/ynlsp-data-science.html#webpage","url":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special\/ynlsp-data-science.html","name":"\u30c7\u30fc\u30bf\u304c\u5275\u308b\u4e00\u6b69\u5148\u306e\u672a\u6765 | \u30c6\u30ec\u30e1\u30fc\u30eb\u9032\u5b66","description":"\u25cf\u30c7\u30fc\u30bf\u3068AI\u3067\u66ae\u3089\u3057\u3092\u5b88\u308b \u79d8\u5bc6\u60c5\u5831\u3092\u5b88\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6280\u8853\u3001\u3042\u304a\u308a\u904b\u8ee2\u306e\u30d2\u30e4\u30ea\u30cf\u30c3\u30c8\u5206\u6790\u3001\u6c17\u8c61\u3084\u5730\u9707","inLanguage":"ja","isPartOf":{"@id":"https:\/\/telemail.jp\/magazine\/#website"},"breadcrumb":{"@id":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special\/ynlsp-data-science.html#breadcrumblist"},"author":{"@id":"https:\/\/telemail.jp\/magazine\/author\/n-aikawafrompage-co-jp#author"},"creator":{"@id":"https:\/\/telemail.jp\/magazine\/author\/n-aikawafrompage-co-jp#author"},"image":{"@type":"ImageObject","url":"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-thumbnail.jpg","@id":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special\/ynlsp-data-science.html\/#mainImage","width":130,"height":130},"primaryImageOfPage":{"@id":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special\/ynlsp-data-science.html#mainImage"},"datePublished":"2026-09-01T17:00:00+09:00","dateModified":"2026-09-01T16:13:30+09:00"},{"@type":"WebSite","@id":"https:\/\/telemail.jp\/magazine\/#website","url":"https:\/\/telemail.jp\/magazine\/","name":"\u30c6\u30ec\u30e1\u30fc\u30eb\u9032\u5b66","inLanguage":"ja","publisher":{"@id":"https:\/\/telemail.jp\/magazine\/#organization"}}]},"og:locale":"ja_JP","og:site_name":"\u30c6\u30ec\u30e1\u30fc\u30eb\u9032\u5b66 |","og:type":"article","og:title":"\u30c7\u30fc\u30bf\u304c\u5275\u308b\u4e00\u6b69\u5148\u306e\u672a\u6765 | \u30c6\u30ec\u30e1\u30fc\u30eb\u9032\u5b66","og:description":"\u25cf\u30c7\u30fc\u30bf\u3068AI\u3067\u66ae\u3089\u3057\u3092\u5b88\u308b \u79d8\u5bc6\u60c5\u5831\u3092\u5b88\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6280\u8853\u3001\u3042\u304a\u308a\u904b\u8ee2\u306e\u30d2\u30e4\u30ea\u30cf\u30c3\u30c8\u5206\u6790\u3001\u6c17\u8c61\u3084\u5730\u9707","og:url":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special\/ynlsp-data-science.html","og:image":"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-thumbnail.jpg","og:image:secure_url":"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-thumbnail.jpg","og:image:width":"130","og:image:height":"130","article:published_time":"2026-09-01T08:00:00+00:00","article:modified_time":"2026-09-01T07:13:30+00:00","twitter:card":"summary_large_image","twitter:title":"\u30c7\u30fc\u30bf\u304c\u5275\u308b\u4e00\u6b69\u5148\u306e\u672a\u6765 | \u30c6\u30ec\u30e1\u30fc\u30eb\u9032\u5b66","twitter:description":"\u25cf\u30c7\u30fc\u30bf\u3068AI\u3067\u66ae\u3089\u3057\u3092\u5b88\u308b \u79d8\u5bc6\u60c5\u5831\u3092\u5b88\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6280\u8853\u3001\u3042\u304a\u308a\u904b\u8ee2\u306e\u30d2\u30e4\u30ea\u30cf\u30c3\u30c8\u5206\u6790\u3001\u6c17\u8c61\u3084\u5730\u9707","twitter:image":"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-thumbnail.jpg"},"aioseo_meta_data":{"post_id":"2019","title":null,"description":null,"keywords":null,"keyphrases":{"focus":{"keyphrase":"","score":0,"analysis":{"keyphraseInTitle":{"score":0,"maxScore":9,"error":1}}},"additional":[]},"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"featured","og_image_url":"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-thumbnail.jpg","og_image_width":"130","og_image_height":"130","og_image_custom_url":null,"og_image_custom_fields":null,"og_video":"","og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"featured","twitter_image_url":"https:\/\/telemail.jp\/magazine\/wp-content\/uploads\/2025\/09\/ynlsp-data-science-thumbnail.jpg","twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"BlogPosting","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":"-1","robots_max_videopreview":"-1","robots_max_imagepreview":"large","priority":null,"frequency":"default","local_seo":null,"limit_modified_date":false,"created":"2025-09-01 05:31:19","updated":"2026-09-01 08:06:03","ai":{"faqs":[],"keyPoints":[],"schemas":[],"titles":[],"descriptions":[],"socialPosts":{"email":{"subject":"","preview":"","content":""},"linkedin":[],"twitter":[],"facebook":[],"instagram":[]}},"breadcrumb_settings":null,"seo_analyzer_scan_date":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/telemail.jp\/magazine\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">\u00bb<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/telemail.jp\/magazine\/academics-research\" title=\"\u5b66\u554f\u767a\u898b\">\u5b66\u554f\u767a\u898b<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">\u00bb<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special\" title=\"\u5922\u30ca\u30d3\u30e9\u30a4\u30d6\u30b9\u30da\u30b7\u30e3\u30eb\">\u5922\u30ca\u30d3\u30e9\u30a4\u30d6\u30b9\u30da\u30b7\u30e3\u30eb<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">\u00bb<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t\u30c7\u30fc\u30bf\u304c\u5275\u308b\u4e00\u6b69\u5148\u306e\u672a\u6765\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/telemail.jp\/magazine"},{"label":"\u5b66\u554f\u767a\u898b","link":"https:\/\/telemail.jp\/magazine\/academics-research"},{"label":"\u5922\u30ca\u30d3\u30e9\u30a4\u30d6\u30b9\u30da\u30b7\u30e3\u30eb","link":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special"},{"label":"\u30c7\u30fc\u30bf\u304c\u5275\u308b\u4e00\u6b69\u5148\u306e\u672a\u6765","link":"https:\/\/telemail.jp\/magazine\/academics-research\/yumenavi-special\/ynlsp-data-science.html"}],"_links":{"self":[{"href":"https:\/\/telemail.jp\/magazine\/wp-json\/wp\/v2\/posts\/2019","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/telemail.jp\/magazine\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/telemail.jp\/magazine\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/telemail.jp\/magazine\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/telemail.jp\/magazine\/wp-json\/wp\/v2\/comments?post=2019"}],"version-history":[{"count":8,"href":"https:\/\/telemail.jp\/magazine\/wp-json\/wp\/v2\/posts\/2019\/revisions"}],"predecessor-version":[{"id":5301,"href":"https:\/\/telemail.jp\/magazine\/wp-json\/wp\/v2\/posts\/2019\/revisions\/5301"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/telemail.jp\/magazine\/wp-json\/wp\/v2\/media\/5079"}],"wp:attachment":[{"href":"https:\/\/telemail.jp\/magazine\/wp-json\/wp\/v2\/media?parent=2019"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/telemail.jp\/magazine\/wp-json\/wp\/v2\/categories?post=2019"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/telemail.jp\/magazine\/wp-json\/wp\/v2\/tags?post=2019"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}