{"id":295,"date":"2021-08-18T13:47:37","date_gmt":"2021-08-18T04:47:37","guid":{"rendered":"https:\/\/utsunomiya.cis-trans.com\/kiban\/?page_id=295"},"modified":"2025-04-01T16:59:23","modified_gmt":"2025-04-01T07:59:23","slug":"ds","status":"publish","type":"page","link":"https:\/\/utsunomiya.cis-trans.com\/kiban\/ds\/","title":{"rendered":"\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9"},"content":{"rendered":"<h2>\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u6559\u80b2<\/h2><p>\u4eca\u65e5\u306e\u793e\u4f1a\u306f\u3042\u3089\u3086\u308b\u5206\u91ce\u306b\u304a\u3044\u3066\uff0c\u60c5\u5831\u901a\u4fe1\u6280\u8853\u3084\u8a08\u6e2c\u6280\u8853\u306e\u767a\u5c55\u306b\u3088\u308a\uff0c\u591a\u7a2e\u591a\u69d8\u306a\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3067\u6ea2\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u3057\u3066\uff0c\u300c21\u4e16\u7d00\u306e\u77f3\u6cb9\u300d\u3068\u3082\u79f0\u3055\u308c\u308b\u305d\u308c\u3089\u306e\u30c7\u30fc\u30bf\u304b\u3089\u4fa1\u5024\u3042\u308b\u60c5\u5831\u3092\u62bd\u51fa\u3057\u8ab2\u984c\u89e3\u6c7a\u3084\u610f\u601d\u6c7a\u5b9a\u306b\u6d3b\u304b\u3059\u4e00\u9023\u306e\u30d7\u30ed\u30bb\u30b9\u306f\uff0c\u4e00\u822c\u306b\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u300d\u3068\u547c\u3070\u308c\uff0c\u8fd1\u5e74\u305d\u306e\u91cd\u8981\u6027\u304c\u5e83\u304f\u8a8d\u8b58\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<br \/>\u57fa\u76e4\u6559\u80b2\u30bb\u30f3\u30bf\u30fc\u306e\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u6559\u80b2\u3067\u306f\uff0c\u5168\u3066\u306e\u5b66\u751f\u304c\u6587\u7406\u306e\u67a0\u7d44\u307f\u306b\u3068\u3089\u308f\u308c\u308b\u3053\u3068\u306a\u304f\uff0c\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u65e5\u5e38\u751f\u6d3b\u3084\u4ed5\u4e8b\u5834\u3067\u4f7f\u3044\u3053\u306a\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u57fa\u790e\u7684\u7d20\u990a\u3092\u8eab\u306b\u4ed8\u3051\u308b\u3053\u3068\u3092\u76ee\u6a19\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\uff0c\u57fa\u76e4\u6559\u80b2\u79d1\u76ee\u3068\u3057\u30663\u79d1\u76ee\u306e\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u79d1\u76ee\u304c\u958b\u8b1b\u3055\u308c\u3066\u304a\u308a\uff0c2021\u5e74\u5ea6\u306b\uff0c\u3053\u308c\u3089\u306e\u79d1\u76ee\u306b\u3088\u3063\u3066\u69cb\u6210\u3055\u308c\u308b<strong>\u300c\u6587\u7406\u878d\u5408\u578b\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u6559\u80b2\u30d7\u30ed\u30b0\u30e9\u30e0\uff08\u57fa\u790e\u30b3\u30fc\u30b9\uff09\u300d<\/strong>\u304c\u30b9\u30bf\u30fc\u30c8\u3057\u307e\u3057\u305f\u3002\u3055\u3089\u306b2023\u5e74\u5ea6\u306b\u306f\uff0c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3084AI\u6280\u8853\u3092\u7528\u3044\u3066\u554f\u984c\u89e3\u6c7a\u3067\u304d\u308b\u4eba\u6750\u80b2\u6210\u3092\u76ee\u6307\u3057\uff0c\u57fa\u76e4\u6559\u80b2\u79d1\u76ee\u3060\u3051\u3067\u306a\u304f\uff0c\u5c02\u9580\u79d1\u76ee\u3082\u52a0\u3048\u3066\u69cb\u6210\u3055\u308c\u308b\u300c<strong>\u6587\u7406\u878d\u5408\u578b\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u6559\u80b2\u30d7\u30ed\u30b0\u30e9\u30e0\uff08\u5fdc\u7528\u30b3\u30fc\u30b9\uff09\u300d<\/strong>\u3092\u958b\u8a2d\u3057\u307e\u3057\u305f\u3002<\/p><h2>\u6587\u7406\u878d\u5408\u578b\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u6559\u80b2\u30d7\u30ed\u30b0\u30e9\u30e0\uff08\u57fa\u790e\u30b3\u30fc\u30b9\uff09<\/h2><h3><strong>\u672c\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u76ee\u6a19<\/strong><\/h3><p>\u672c\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u306f\uff0cSociety 5.0\u304c\u5b9f\u73fe\u3055\u308c\u305f\u672a\u6765\u793e\u4f1a\u306b\u304a\u3044\u3066\uff0c\u6587\u7406\u306e\u67a0\u7d44\u307f\u306b\u3068\u3089\u308f\u308c\u308b\u3053\u3068\u306a\u304f\u5404\u81ea\u306e\u5c02\u9580\u6027\u3092\u5b9f\u793e\u4f1a\u3067\u6d3b\u304b\u3057\uff0c\u5730\u57df\u5275\u751f\u306b\u4e2d\u5fc3\u7684\u306b\u643a\u308f\u308b\u3053\u3068\u306e\u3067\u304d\u308b\u4eba\u6750\u3068\u306a\u308b\u305f\u3081\u306b\uff0c\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u57fa\u790e\u7684\u306a\u7d20\u990a\u3092\u8eab\u306b\u4ed8\u3051\u308b\u3053\u3068\u3092\u76ee\u6a19\u3068\u3057\u307e\u3059\u3002<\/p><h3>\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30fbAI\u6559\u80b2\u30d7\u30ed\u30b0\u30e9\u30e0\u8a8d\u5b9a\u5236\u5ea6(\u30ea\u30c6\u30e9\u30b7\u30fc\u30ec\u30d9\u30eb)<\/h3><p>\u672c\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u4ee4\u548c4\u5e74\u5ea6\u3088\u308a\u6587\u90e8\u79d1\u5b66\u7701\u300c\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30fbAI\u6559\u80b2\u30d7\u30ed\u30b0\u30e9\u30e0\u8a8d\u5b9a\u5236\u5ea6(\u30ea\u30c6\u30e9\u30b7\u30fc\u30ec\u30d9\u30eb)\u300d\u306b\u8a8d\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059(\u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9650\uff1a<span id=\"page6R_mcid56\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u4ee4\u548c\uff19\u5e74\uff13\u6708\uff13\uff11\u65e5<\/span><\/span>)\u3002<\/p><p>\u53c2\u8003\u30ea\u30f3\u30af:\u00a0<a style=\"background-image: url('image\/ic_pdf.png') !important; background-size: 20px 20px !important;\" href=\"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2022\/08\/UUMDASHLit.pdf\">\u672c\u5b66\u306e\u8a8d\u5b9a\u5236\u5ea6\u3078\u306e\u7533\u8acb\u66f8<\/a>\u3000<a href=\"https:\/\/www.mext.go.jp\/a_menu\/koutou\/suuri_datascience_ai\/00001.htm\">\u6587\u90e8\u79d1\u5b66\u7701\u306e\u8a8d\u5b9a\u5236\u5ea6<\/a>\u3000<a href=\"https:\/\/www.mext.go.jp\/a_menu\/koutou\/suuri_datascience_ai\/mext_00005.html#03\">\u8a8d\u5b9a\u30fb\u9078\u5b9a\u7d50\u679c<\/a>\u3000\u3000<a href=\"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2025\/04\/R6DSP-change.pdf\">R6\u5e74\u5ea6\u5909\u66f4\u5c4a<\/a><\/p><p><img decoding=\"async\" loading=\"lazy\" class=\"alignleft wp-image-935 \" src=\"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2024\/09\/logo_L.png\" alt=\"\" width=\"533\" height=\"240\" srcset=\"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2024\/09\/logo_L.png 1056w, https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2024\/09\/logo_L-300x135.png 300w, https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2024\/09\/logo_L-1024x461.png 1024w, https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2024\/09\/logo_L-768x345.png 768w\" sizes=\"(max-width: 533px) 100vw, 533px\" \/><\/p><h3>\u5bfe\u8c61<\/h3><p>\u5168\u5b66\u90e8\uff11-\uff14\u5e74\u751f\uff08\u4ee4\u548c\uff12\u5e74\u5ea6\u4ee5\u964d\u5165\u5b66\u306e\u5b66\u90e8\u751f\uff09<\/p><h3>\u4fee\u4e86\u8981\u4ef6<\/h3><p>\u5fc5\u4fee\u79d1\u76ee1\u79d1\u76ee\uff082\u5358\u4f4d\uff09\u53ca\u3073\u9078\u629e\u79d1\u76ee1\u79d1\u76ee\uff082\u5358\u4f4d\uff09\u306e\u5408\u8a082\u79d1\u76ee\uff084\u5358\u4f4d\uff09\u3092\u4fee\u5f97\u3059\u308b\u3053\u3068\u3002<\/p><ul><li>\u5fc5\u4fee\u79d1\u76ee\uff1a\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5165\u9580\uff082\u5358\u4f4d\uff09<\/li><li>\u9078\u629e\u79d1\u76ee\u203b1\uff1a\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u57fa\u790e\uff082\u5358\u4f4d\uff09\uff0c\u5b9f\u8df5\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\uff082\u5358\u4f4d\uff09\uff0c\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u6f14\u7fd21\uff082\u5358\u4f4d\uff0c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u7d4c\u55b6\u5b66\u90e8\uff09\uff0c\u5730\u57df\u30c7\u30b6\u30a4\u30f3\u8abf\u67fb\u6cd5(2\u5358\u4f4d\uff0c\u5730\u57df\u30c7\u30b6\u30a4\u30f3\u79d1\u5b66\u90e8\uff09\uff0c\u56fd\u969b\u4e8b\u8c61\u306e\u5b9f\u8a3c\u5206\u6790\u203b2\uff082\u5358\u4f4d\uff0c\u56fd\u969b\u5b66\u90e8\uff09\uff0c\u30c7\u30fc\u30bf\u89e3\u6790\uff082\u5358\u4f4d\uff0c\u5de5\u5b66\u90e8\uff09<\/li><\/ul><p>\u203b1\u3000\u5404\u5b66\u90e8\u306e\u5c02\u9580\u79d1\u76ee\u306f\u6240\u5c5e\u5b66\u751f\u306e\u307f\u304c\u5c65\u4fee\u53ef\u80fd\u3002<\/p><p><span style=\"color: #ff0000;\">\u203b2\u3000\u56fd\u969b\u5b66\u90e8\u306b\u304a\u3044\u3066R6\u5e74\u5ea6\u4ee5\u524d\u306b\u958b\u8b1b\u3055\u308c\u3066\u3044\u305f\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068<span class=\"search-listKeyword-grn\">\u30a8\u30ea\u30a2\u30b9\u30bf\u30c7\u30a3\u30fc\u30ba\u300d\uff082\u5358\u4f4d\uff09\u306fR7\u5e74\u5ea6\u3088\u308a\u300c\u56fd\u969b\u4e8b\u8c61\u306e\u5b9f\u8a3c\u5206\u6790\u300d\uff082\u5358\u4f4d\uff09\u306b\u79d1\u76ee\u540d\u5909\u66f4\u3042\u308a\u3002\u672c\u6559\u80b2\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4fee\u4e86\u8981\u4ef6\uff08\u9078\u629e\u79d1\u76ee\uff09\u3068\u3057\u3066\u8aad\u307f\u66ff\u3048\u304c\u53ef\u80fd\u3002\u5165\u5b66\u6642\u306e\u5c65\u4fee\u6848\u5185\u3092\u53c2\u7167\u306e\u3053\u3068\u3002<\/span><\/span><\/p><p>&nbsp;<\/p><p><a href=\"https:\/\/www.youtube.com\/watch?v=UPTT2GQgLFI\">\u672c\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u8aac\u660e\uff08\u52d5\u753b\uff09<\/a><\/p><p><a href=\"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2025\/04\/R7DSP-property.pdf\">\u672c\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u8a73\u7d30<\/a>(\u5c65\u4fee\u6848\u5185\u629c\u7c8b)<\/p><p><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-956 alignleft\" src=\"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2025\/04\/R7DSP-poster.png\" alt=\"\u57fa\u790e\u30b3\u30fc\u30b9\u30dd\u30b9\u30bf\u30fc\" width=\"237\" height=\"335\" srcset=\"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2025\/04\/R7DSP-poster.png 1820w, https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2025\/04\/R7DSP-poster-212x300.png 212w, https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2025\/04\/R7DSP-poster-724x1024.png 724w, https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2025\/04\/R7DSP-poster-768x1086.png 768w, https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2025\/04\/R7DSP-poster-1086x1536.png 1086w, https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2025\/04\/R7DSP-poster-1449x2048.png 1449w\" sizes=\"(max-width: 237px) 100vw, 237px\" \/><\/p><p>&nbsp;<\/p><h3>\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u8cea\u4fdd\u8a3c\u30fb\u70b9\u691c\u306b\u95a2\u3059\u308b\u4e8b\u9805<\/h3><p>\u00a0\u672c\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u6bce\u5e74\u5ea6\u300c\u5b87\u90fd\u5bae\u5927\u5b66\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30fb\uff21\uff29\u6559\u80b2\u306b\u95a2\u3059\u308b\u70b9\u691c\u30fb\u8a55\u4fa1\u59d4\u54e1\u4f1a\u300d\u306b\u3088\u308b\u81ea\u5df1\u70b9\u691c\u30fb\u8a55\u4fa1\u3092\u5b9f\u65bd\u3057, \u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6539\u5584\u306b\u52aa\u3081\u3066\u3044\u307e\u3059\u3002<\/p><p><a href=\"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2022\/05\/R3_DSProgramCheck.pdf\">R3\u5e74\u5ea6 \u6587\u7406\u878d\u5408\u578b\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u6559\u80b2\u30d7\u30ed\u30b0\u30e9\u30e0\uff08\u57fa\u790e\u30b3\u30fc\u30b9\uff09\u63d0\u4f9b\u79d1\u76ee\u306b\u4fc2\u308b\u81ea\u5df1\u70b9\u691c\u30fb\u8a55\u4fa1\u66f8<\/a><\/p><p><a href=\"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2023\/12\/R4_DSProgramCheck.pdf\">R4\u5e74\u5ea6 \u6587\u7406\u878d\u5408\u578b\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u6559\u80b2\u30d7\u30ed\u30b0\u30e9\u30e0\uff08\u57fa\u790e\u30b3\u30fc\u30b9\uff09\u63d0\u4f9b\u79d1\u76ee\u306b\u4fc2\u308b\u81ea\u5df1\u70b9\u691c\u30fb\u8a55\u4fa1\u66f8<\/a><\/p><p><a href=\"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2024\/05\/R5_DSProgramCheck.pdf\">R5\u5e74\u5ea6 \u6587\u7406\u878d\u5408\u578b\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u6559\u80b2\u30d7\u30ed\u30b0\u30e9\u30e0\uff08\u57fa\u790e\u30b3\u30fc\u30b9\uff09\u63d0\u4f9b\u79d1\u76ee\u306b\u4fc2\u308b\u81ea\u5df1\u70b9\u691c\u30fb\u8a55\u4fa1\u66f8<\/a><\/p><h2>\u6587\u7406\u878d\u5408\u578b\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u6559\u80b2\u30d7\u30ed\u30b0\u30e9\u30e0(\u5fdc\u7528\u30b3\u30fc\u30b9)<\/h2><h3>\u672c\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u76ee\u6a19<\/h3><p>\u672c\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u306f\uff0c\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30fbAI \u306e\u57fa\u790e\u7684\u306a\u5185\u5bb9\u3092\u4f53\u7cfb\u7684\u306b\u4fee\u5f97\u3059\u308b\u3068\u3068\u3082\u306b\uff0c\u69d8\u3005\u306a\u5206\u91ce\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5fdc\u7528\u6cd5\u3092\u5b9f\u8df5\u7684\u306b\u5b66\u3073\uff0c\u81ea\u3089\u306e\u5c02\u9580\u5206\u91ce\u306b\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30fbAI\u306e\u77e5\u8b58\u3084\u6280\u8853\u3092\u5fdc\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u307e\u3059\u3002<\/p><h3>\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30fbAI\u6559\u80b2\u30d7\u30ed\u30b0\u30e9\u30e0\u8a8d\u5b9a\u5236\u5ea6(\u5fdc\u7528\u57fa\u790e\u30ec\u30d9\u30eb)<\/h3><p>\u672c\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u4ee4\u548c6\u5e74\u5ea6\u3088\u308a\u6587\u90e8\u79d1\u5b66\u7701\u300c\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30fbAI\u6559\u80b2\u30d7\u30ed\u30b0\u30e9\u30e0\u8a8d\u5b9a\u5236\u5ea6(\u5fdc\u7528\u57fa\u790e\u30ec\u30d9\u30eb)\u300d\u306b\u8a8d\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059(\u8a8d\u5b9a\u306e\u6709\u52b9\u671f\u9650\uff1a<span id=\"page6R_mcid56\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u4ee4\u548c\uff11\uff11\u5e74\uff13\u6708\uff13\uff11\u65e5<\/span><\/span>)\u3002<\/p><p>\u53c2\u8003\u30ea\u30f3\u30af:\u00a0<a href=\"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2024\/09\/UUMDASH_AL.pdf\">\u672c\u5b66\u306e\u8a8d\u5b9a\u5236\u5ea6\u3078\u306e\u7533\u8acb\u66f8<\/a>\u3000<a href=\"https:\/\/www.mext.go.jp\/a_menu\/koutou\/suuri_datascience_ai\/00001.htm\">\u6587\u90e8\u79d1\u5b66\u7701\u306e\u8a8d\u5b9a\u5236\u5ea6<\/a>\u3000<a href=\"https:\/\/www.mext.go.jp\/a_menu\/koutou\/suuri_datascience_ai\/mext_00005.html#03\">\u8a8d\u5b9a\u30fb\u9078\u5b9a\u7d50\u679c<\/a>\u00a0 \u00a0 \u00a0<a href=\"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2025\/04\/R6DSAP-change.pdf\">R6\u5e74\u5ea6\u5909\u66f4\u5c4a<\/a><\/p><p><img decoding=\"async\" loading=\"lazy\" class=\"alignleft wp-image-939\" src=\"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2024\/09\/logo_A-1.png\" alt=\"\" width=\"536\" height=\"246\" srcset=\"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2024\/09\/logo_A-1.png 1058w, https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2024\/09\/logo_A-1-300x138.png 300w, https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2024\/09\/logo_A-1-1024x470.png 1024w, https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2024\/09\/logo_A-1-768x353.png 768w\" sizes=\"(max-width: 536px) 100vw, 536px\" \/><\/p><h3>\u5bfe\u8c61<\/h3><p>\u5168\u5b66\u90e8\uff11-\uff14\u5e74\u751f\uff08\u4ee4\u548c\uff12\u5e74\u5ea6\u4ee5\u964d\u5165\u5b66\u306e\u5b66\u90e8\u751f\uff09<\/p><h3>\u4fee\u4e86\u8981\u4ef6<\/h3><p>\u300c\u30d6\u30ed\u30f3\u30ba\u30e9\u30f3\u30af\u300d\u2192\u300c\u30b7\u30eb\u30d0\u30fc\u30e9\u30f3\u30af\u300d\u2192\u300c\u30b4\u30fc\u30eb\u30c9\u30e9\u30f3\u30af\u300d\u2192\u300c\u30d7\u30e9\u30c1\u30ca\u30e9\u30f3\u30af\u300d\u3068\u5b66\u4fee\u3092\u9032\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><p>&nbsp;<\/p><ul><li>\u300c\u30d6\u30ed\u30f3\u30ba\u30e9\u30f3\u30af\u300d\uff1a\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b91\uff0c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b92\uff0cAI\u30fb\u6a5f\u68b0\u5b66\u7fd2\uff0c\u6570\u5b661\u306e\u79d1\u76ee\u7fa4\u304b\u30892\u5358\u4f4d\u305a\u30648\u5358\u4f4d\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u3002<\/li><\/ul><p>\u300c\u30d6\u30ed\u30f3\u30ba\u30e9\u30f3\u30af\u300d\u4fee\u4e86\u306b\u5fc5\u8981\u306a\u30ea\u30c6\u30e9\u30b7\u30fc\u79d1\u76ee(\u4f8b)\uff1a<\/p><p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5165\u9580\uff08\u5168\u5b66\u5fc5\u4fee\uff0c2\u5358\u4f4d\uff09\uff0c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u57fa\u790e\uff082\u5358\u4f4d\uff09\uff0cAI\u5165\u9580\uff082\u5358\u4f4d\uff09\uff0c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u305f\u3081\u306e\u6570\u5b66\uff082\u5358\u4f4d\uff09<\/p><p><span style=\"color: #ff0000;\">\u203b\u57fa\u76e4\u6559\u990a\u79d1\u76ee\u3068\u3057\u3066R6\u5e74\u5ea6\u4ee5\u524d\u306b\u958b\u8b1b\u3055\u308c\u3066\u3044\u305f\u300cAI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u5165\u9580<span class=\"search-listKeyword-grn\">\u300d\uff082\u5358\u4f4d\uff09\u306f\u3001\u672c\u6559\u80b2\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4fee\u4e86\u8981\u4ef6\u306b\u304a\u3044\u3066\u3001<\/span><\/span><span style=\"color: #ff0000;\">AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u79d1\u76ee\u3068\u3057\u3066<\/span><span style=\"color: #ff0000;\">\u8aad\u307f\u66ff\u3048\u304c\u53ef\u80fd\u3002\u5165\u5b66\u6642\u306e\u5c65\u4fee\u6848\u5185\u3092\u53c2\u7167\u306e\u3053\u3068\u3002<\/span><\/p><p>&nbsp;<\/p><ul><li>\u300c\u30b7\u30eb\u30d0\u30fc\u30e9\u30f3\u30af\u300d\uff1a\u30d6\u30ed\u30f3\u30ba\u30e9\u30f3\u30af\u4fee\u4e86\u306e\u4e0a\uff0c\u6570\u5b662\u3068\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u79d1\u76ee\u7fa4\u304b\u30892\u5358\u4f4d\u305a\u3064\u52a0\u3048\u30664\u5358\u4f4d\u3092\u4fee\u5f97\u3059\u308b\u3053\u3068\u3002<\/li><li>\u300c\u30b4\u30fc\u30eb\u30c9\u30e9\u30f3\u30af\u300d\uff1a\u30b7\u30eb\u30d0\u30fc\u30e9\u30f3\u30af\u4fee\u4e86\u306e\u4e0a\uff0c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5fdc\u7528\u306e\u79d1\u76ee\u7fa4\u304b\u3089\u52a0\u3048\u30666\u5358\u4f4d\u3092\u4fee\u5f97\u3059\u308b\u3053\u3068\u3002<\/li><li>\u300c\u30d7\u30e9\u30c1\u30ca\u30e9\u30f3\u30af\u300d\uff1a\u30b7\u30eb\u30d0\u30fc\u30e9\u30f3\u30af\u4fee\u4e86\u306e\u4e0a\uff0c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5fdc\u7528\u306e\u79d1\u76ee\u7fa4\u304b\u3089\u52a0\u3048\u306618\u5358\u4f4d\u3092\u4fee\u5f97\u3059\u308b\u3053\u3068\u3002<\/li><\/ul><p>\u203b\u5404\u5b66\u90e8\u306e\u5c02\u9580\u79d1\u76ee\u306b\u3064\u3044\u3066\u306f\uff0c\u5c65\u4fee\u6848\u5185\u3067\u8a73\u7d30\u3092\u78ba\u8a8d\u306e\u3053\u3068\u3002<\/p><p><a href=\"https:\/\/www.youtube.com\/watch?v=i4ZtxbwFFQY\">\u672c\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u8aac\u660e\u52d5\u753b<\/a>\u3000<\/p><p><a href=\"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2025\/04\/R7DSAP-property.pdf\">\u672c\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u8a73\u7d30<\/a>(\u5c65\u4fee\u6848\u5185\u629c\u7c8b)<\/p><p><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-957 alignleft\" src=\"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2025\/04\/R7DSAP-poster.png\" alt=\"\u5fdc\u7528\u30b3\u30fc\u30b9\u30dd\u30b9\u30bf\u30fc\" width=\"240\" height=\"339\" srcset=\"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2025\/04\/R7DSAP-poster.png 1820w, https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2025\/04\/R7DSAP-poster-212x300.png 212w, https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2025\/04\/R7DSAP-poster-724x1024.png 724w, https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2025\/04\/R7DSAP-poster-768x1086.png 768w, https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2025\/04\/R7DSAP-poster-1086x1536.png 1086w, https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2025\/04\/R7DSAP-poster-1449x2048.png 1449w\" sizes=\"(max-width: 240px) 100vw, 240px\" \/><\/p><p>&nbsp;<\/p><h3>\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u8cea\u4fdd\u8a3c\u30fb\u70b9\u691c\u306b\u95a2\u3059\u308b\u9805\u76ee<\/h3><p>\u00a0\u672c\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u6bce\u5e74\u5ea6\u300c\u5b87\u90fd\u5bae\u5927\u5b66\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30fb\uff21\uff29\u6559\u80b2\u306b\u95a2\u3059\u308b\u70b9\u691c\u30fb\u8a55\u4fa1\u59d4\u54e1\u4f1a\u300d\u306b\u3088\u308b\u81ea\u5df1\u70b9\u691c\u30fb\u8a55\u4fa1\u3092\u5b9f\u65bd\u3057, \u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6539\u5584\u306b\u52aa\u3081\u3066\u3044\u307e\u3059\u3002<\/p><p><a href=\"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-content\/uploads\/2024\/05\/R5_DSAProgramCheck.pdf\">R5\u5e74\u5ea6 \u6587\u7406\u878d\u5408\u578b\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u6559\u80b2\u30d7\u30ed\u30b0\u30e9\u30e0\uff08\u5fdc\u7528\u30b3\u30fc\u30b9\uff09\u63d0\u4f9b\u79d1\u76ee\u306b\u4fc2\u308b\u81ea\u5df1\u70b9\u691c\u30fb\u8a55\u4fa1\u66f8<\/a><\/p><h2>\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u79d1\u76ee<\/h2><p>\u73fe\u5728\u5b87\u90fd\u5bae\u5927\u5b66\u3067\u306f\uff0c\u57fa\u76e4\u6559\u80b2\u79d1\u76ee\u30fb\u5c02\u9580\u79d1\u76ee\u554f\u308f\u305a\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u95a2\u9023\u306e\u79d1\u76ee\u304c\u958b\u8b1b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u5168\u5b66\u90e8\u306e\u5b66\u751f\u304c\u5c65\u4fee\u3067\u304d\u308b\u30ea\u30c6\u30e9\u30b7\u30fc\u79d1\u76ee\u3068\u3057\u3066\u958b\u8b1b\u3055\u308c\u3066\u3044\u308b\u3044\u304f\u3064\u304b\u306e\u79d1\u76ee\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p><section class=\"frame\"><h3>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5165\u9580\uff08Introduction to Data Science\uff09<\/h3><ul><li>\u6388\u696d\u306e\u6982\u8981<br \/>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u57fa\u790e(\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30fbAI\u306e\u6982\u8981\u3084\u7559\u610f\u4e8b\u9805, \u793e\u4f1a\u3067\u306e\u5229\u6d3b\u7528\u306e\u4f8b, \u60c5\u5831\u502b\u7406, \u521d\u6b69\u7684\u306a\u30c7\u30fc\u30bf\u89e3\u6790\u30fb\u5206\u6790\u624b\u6cd5)\u306b\u52a0\u3048\uff0c\u60c5\u5831\u30ea\u30c6\u30e9\u30b7\u30fc\u3068\u3057\u3066\uff0cOffice\u7cfb\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u30a6\u30a7\u30d6\u30d6\u30e9\u30a6\u30b6\uff0c\u96fb\u5b50\u30e1\u30fc\u30eb\u306e\u6a19\u6e96\u7684\u306a\u4f7f\u3044\u65b9\u3068\u305d\u308c\u3089\u306e\u9593\u306e\u6709\u6a5f\u7684\u9023\u643a\u65b9\u6cd5\uff0c\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\uff0c\u7dcf\u5408\u30e1\u30c7\u30a3\u30a2\u57fa\u76e4\u30bb\u30f3\u30bf\u30fcPC\u30fb\u5b66\u5185LAN\u74b0\u5883\u306e\u7406\u89e3\u3068\u3044\u3063\u305f\u5185\u5bb9\u3092\uff0c\u8b1b\u7fa9\u3068\u5b9f\u7fd2\u3092\u4f75\u7528\u3057\u305f\u5f62\u5f0f\u3067\u5b66\u7fd2\u3057\u307e\u3059\u3002<\/li><li>\u5230\u9054\u76ee\u6a19<br \/>\u3059\u3079\u3066\u306e\u5b66\u90e8\u306e\u5b66\u751f\u304c\uff0c\u60c5\u5831\u5316\u793e\u4f1a\u3067\u5fc5\u8981\u4e0d\u53ef\u6b20\u3068\u3055\u308c\u308b\u30c7\u30fc\u30bf\u30ea\u30c6\u30e9\u30b7\u30fc\uff08\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u5206\u6790\u3059\u308b\u57fa\u790e\u7684\u306a\u80fd\u529b\uff09\u3068\u60c5\u5831\u30ea\u30c6\u30e9\u30b7\u30fc\uff08\u60c5\u5831\u6a5f\u5668\u306e\u64cd\u4f5c\u6cd5\uff0c\u60c5\u5831\u304a\u3088\u3073\u60c5\u5831\u624b\u6bb5\u3092\u81ea\u4e3b\u7684\u306b\u9078\u629e\u3057\u6d3b\u7528\u3057\u3066\u3044\u304f\u305f\u3081\u306e\u57fa\u790e\u7684\u306a\u80fd\u529b\uff09\u3092\u7fd2\u5f97\u3059\u308b\u3053\u3068\u3092\u76ee\u6a19\u3068\u3057\u307e\u3059\u3002<\/li><li>\u4e3b\u306a\u6388\u696d\u5185\u5bb9<br \/>\u5b66\u5185PC\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5229\u7528\u65b9\u6cd5\uff0c\u96fb\u5b50\u30e1\u30fc\u30eb\uff0c\u30bf\u30a4\u30d4\u30f3\u30b0\uff0c\u30cd\u30c3\u30c8\u691c\u7d22\uff0c\u5b66\u8853\u8ad6\u6587\u30fb\u56f3\u66f8\u691c\u7d22\uff0c\u60c5\u5831\u30e2\u30e9\u30eb\u30fb\u502b\u7406\uff0cWord\uff0cExcel\uff0cPowerPoint\uff0c\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\uff0cAI\u306e\u57fa\u790e\uff0c\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u6574\u7406\uff0c\u5ea6\u6570\u5206\u5e03\uff0c\u5927\u304d\u3055\u3068\u6563\u5e03\u5ea6\u306e\u4ee3\u8868\u5024\uff0c\u76f8\u95a2\u5206\u6790\u306a\u3069<\/li><\/ul><\/section><section class=\"frame\"><h3>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u57fa\u790e\uff08Basic Course of Data Science \uff09<\/h3><ul><li>\u6388\u696d\u306e\u6982\u8981<br \/>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u57fa\u790e\u3068\u306a\u308b\u300e\u6570\u7406\u7684\u601d\u8003\u306b\u57fa\u3065\u304f\u30c7\u30fc\u30bf\u5206\u6790\u624b\u6cd5\uff08Excel\uff09\u300f\u3068\u300e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\uff08Python\uff09\u306e\u57fa\u790e\u300f\u3092\u8b1b\u7fa9\u3068\u5b9f\u7fd2\u3092\u4f75\u7528\u3057\u305f\u5f62\u5f0f\u3067\u5b66\u7fd2\u3057\u307e\u3059\u3002\u307e\u305f\uff0c\u6570\u5b66\u306b\u82e6\u624b\u610f\u8b58\u306e\u3042\u308b\u4eba\u3084\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u304c\u672a\u7d4c\u9a13\u306e\u4eba\u3067\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\uff0c\u57fa\u790e\u7684\u5185\u5bb9\u3092\u91cd\u70b9\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/li><li>\u5230\u9054\u76ee\u6a19<br \/>\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u304b\u3089\u5206\u6790\u307e\u3067\u306e\u4e00\u9023\u306e\u6d41\u308c\u3092\u7d4c\u9a13\u3059\u308b\u3053\u3068\u306b\u3088\u308a\uff0c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u57fa\u790e\u7684\u6280\u8853\u3092\u7fd2\u5f97\u3059\u308b\u4e8b\u3092\u76ee\u6a19\u3068\u3057\u307e\u3059\u3002\u307e\u305f\uff0c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u901a\u3057\u3066\uff0c\u300e\u30c7\u30fc\u30bf\u3068\u3044\u3046\u4e8b\u5b9f\u304b\u3089\u6cd5\u5247\u3084\u95a2\u4fc2\u6027\u3092\u898b\u51fa\u3057\uff0c\u305d\u308c\u3089\u3092\u691c\u8a3c\u3059\u308b\u300f\u3068\u3044\u3046\u300c\u30b5\u30a4\u30a8\u30f3\u30b9\u300d\u306e\u57fa\u672c\u7684\u8003\u3048\u65b9\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3082\u76ee\u6a19\u3068\u3057\u307e\u3059\u3002<\/li><li>\u4e3b\u306a\u6388\u696d\u5185\u5bb9<br \/>\u76f8\u95a2\u5206\u6790\uff0c\u56de\u5e30\u5206\u6790\uff0c\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u51e6\u7406\uff0c\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\uff0c\u78ba\u7387\u8ad6\u306e\u57fa\u790e\uff0c\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\uff0c\u6700\u9069\u5316\u554f\u984c\uff0c\u6570\u7406\u30e2\u30c7\u30eb\uff0cPython\u306e\u57fa\u672c\u306a\u3069<\/li><\/ul><\/section><section class=\"frame\"><h3>\u5b9f\u8df5\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\uff08Practical Course of Data Science \uff09<\/h3><ul><li>\u6388\u696d\u306e\u6982\u8981<br \/>\u3042\u3089\u3086\u308b\u5c02\u653b\u306e\u5b66\u751f\u306b\u95a2\u4fc2\u3057\u305f\u30c8\u30d4\u30c3\u30af\u3092\u984c\u6750\u306b\uff0c\u30c7\u30fc\u30bf\u306e\u5206\u6790\u306f\u3082\u3061\u308d\u3093\uff0c\u8eab\u306e\u56de\u308a\u306e\u5bb6\u96fb\u3084\u30b9\u30de\u30fc\u30c8\u30db\u30f3\u306a\u3069\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u308bAI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u3068\u79f0\u3055\u308c\u308b\u6280\u8853\u306e\u6982\u8981\u3092\u8aac\u660e\u3057\u306a\u304c\u3089\u4e00\u90e8\u4f53\u9a13\u3057\u3066\u9802\u3044\u305f\u308a\uff0c\u65e5\u3005\u306e\u5b66\u696d\u30fb\u4ed5\u4e8b\u306a\u3069\u3067\u76f4\u9762\u3059\u308b\u7169\u96d1\u306a\u7e70\u308a\u8fd4\u3057\u4f5c\u696d\u3084\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u81ea\u52d5\u5316\uff0c\u5b9f\u9a13\u30fb\u30d5\u30a3\u30fc\u30eb\u30c9\u30ef\u30fc\u30af\u306e\u8a08\u753b(\u610f\u601d\u6c7a\u5b9a)\u306a\u3069\uff0c\u767a\u5c55\u7684\u306a\u5185\u5bb9\u306b\u3064\u3044\u3066\u3082\u3054\u8aac\u660e\u3057\u307e\u3059\u3002<\/li><li>\u5230\u9054\u76ee\u6a19<br \/>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306b\u4e0d\u53ef\u6b20\u306a\u57fa\u790e\u7684\u6982\u5ff5\u306e\u7372\u5f97\u3068\uff0c\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u30fb\u89e3\u6790\u3057\u3066\u5bfe\u8c61\u306e\u7406\u89e3\u3092\u6df1\u3081\u305f\u308a\uff0c\u8ab2\u984c\u89e3\u6c7a\u30fb\u610f\u601d\u6c7a\u5b9a\u306b\u5f79\u7acb\u3066\u308b\u3068\u3044\u3063\u305f\u5b9f\u8df5\u7684\u5185\u5bb9\u306e\u6982\u8981\u306e\u7406\u89e3\u3092\u76ee\u6a19\u3068\u3057\u307e\u3059\u3002<\/li><li>\u4e3b\u306a\u6388\u696d\u5185\u5bb9<br \/>Google Colaboratory\u3068Python\u306e\u57fa\u790e\uff0c\u76f8\u95a2\u30fb\u56de\u5e30\u5206\u6790\uff0c\u6700\u9069\u5316\u554f\u984c\u306e\u57fa\u790e\uff0c\u78ba\u7387\u3068\u7591\u4f3c\u4e71\u6570\uff0c\u5b9f\u9a13\u8a08\u753b\u6cd5\uff0c\u30a6\u30a7\u30d6\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306a\u3069<\/li><\/ul><\/section><section class=\"frame\"><h3>AI\u5165\u9580\uff08Introduction to Artificial Intelligence\uff09<\/h3><ul><li>\u6388\u696d\u306e\u6982\u8981<br \/>\u8fd1\u5e74\u3001AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u306f\u6025\u901f\u306a\u9032\u5316\u3092\u9042\u3052\u3066\u304a\u308a\u3001\u73fe\u4ee3\u793e\u4f1a\u3092\u652f\u3048\u308b\u57fa\u76e4\u6280\u8853\u3068\u306a\u3063\u3066\u3044\u308b\u3002\u672c\u6388\u696d\u3067\u306f\u3001AI\u6280\u8853\u3092\u7406\u89e3\u3057\u3001\u5229\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u57fa\u672c\u4e8b\u9805\u3092\u5b66\u3076\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u307e\u305a\u3001\u5b9f\u793e\u4f1a\u306b\u304a\u3051\u308bAI\u306e\u6d3b\u7528\u4f8b\u304b\u3089AI\u3092\u5b66\u3076\u52d5\u6a5f\u3065\u3051\u3092\u884c\u3046\u3002\u3055\u3089\u306bAI\u6280\u8853\u306e\u6839\u5e79\u3092\u6210\u3059\u6a5f\u68b0\u5b66\u7fd2\u30fb\u6df1\u5c64\u5b66\u7fd2\u306e\u4ed5\u7d44\u307f\u3092\u5b66\u3073\u3001\u5b9f\u969b\u306b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u7528\u3044\u3066\u4ee3\u8868\u7684\u306aAI\u6280\u8853\u306e\u5b9f\u88c5\u3092\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u6df1\u3044\u7406\u89e3\u3092\u76ee\u6307\u3059\u3002\u672c\u6388\u696d\u3067\u306f\u3001AI\u306e\u6570\u5b66\u7684\u57fa\u790e\u306f\u6271\u308f\u306a\u3044\u304c\u3001\u305d\u306e\u5206\u3001AI\u306e\u6b74\u53f2\u3001AI\u958b\u767a\u30fb\u5b9f\u884c\u74b0\u5883\u3001AI\u502b\u7406\u306a\u3069\u306e\u95a2\u9023\u4e8b\u9805\u3092\u3088\u308a\u591a\u304f\u7d39\u4ecb\u3059\u308b\u3002<\/li><li>\u5230\u9054\u76ee\u6a19<br \/>AI\u306e\u6b74\u53f2\u3084\u6d3b\u7528\u4f8b\u306b\u95a2\u3059\u308b\u77e5\u8b58\u3092\u7fd2\u5f97\u3059\u308b\u3053\u3068\u3067\u3001AI\u6280\u8853\u3092\u5b66\u3076\u3053\u3068\u306e\u610f\u7fa9\u3092\u7406\u89e3\u3059\u308b\u3002\u3055\u3089\u306b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3084\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u3044\u3063\u305f\u95a2\u9023\u77e5\u8b58\u3092\u7fd2\u5f97\u3059\u308b\u3053\u3068\u3067\u3001\u672c\u79d1\u76ee\u3092\u53d7\u8b1b\u3057\u305f\u5f8c\u306b\u3001AI\u306b\u95a2\u3059\u308b\u767a\u5c55\u5185\u5bb9\u3092\u5b66\u3076\u969b\u306e\u52a9\u3051\u3068\u306a\u308b\u3053\u3068\u3092\u76ee\u6a19\u3059\u308b\u3002<\/li><li>\u4e3b\u306a\u6388\u696d\u5185\u5bb9<br \/>\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u3068\u306f\u4f55\u304b\uff0cPython\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u57fa\u790e\uff08\u6761\u4ef6\u5206\u5c90\uff0c\u7e70\u308a\u8fd4\u3057\uff0c\u914d\u5217\uff0c\u95a2\u6570\uff0c\u30e9\u30a4\u30d6\u30e9\u30ea\uff09\uff0c\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\uff08\u30bd\u30fc\u30c8\uff0c\u63a2\u7d22\uff09\uff0c\u6a5f\u68b0\u5b66\u7fd2\uff08\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\uff0c\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\uff0c\u6c4e\u5316\u6027\u80fd\u3068\u904e\u5b66\u7fd2\uff09\uff0c\u6df1\u5c64\u5b66\u7fd2\uff08\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff0c\u8aa4\u5dee\u4f1d\u642c\uff0c\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff0c\u518d\u5e30\u578b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff0c\u5909\u5206\u30aa\u30fc\u30c8\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\uff0c\u6575\u5bfe\u7684\u751f\u6210\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\uff0c\u958b\u767a\u30fb\u5b9f\u884c\u74b0\u5883\uff08\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\uff0c\u30af\u30e9\u30a6\u30c9\uff0cdocker\u6280\u8853\uff0c\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\uff09\uff0c\u60c5\u5831\u30fbAI\u306e\u502b\u7406<\/li><\/ul><\/section><section class=\"frame\"><h3>\u4eba\u9593\u793e\u4f1a\u3068\u60c5\u5831\u306e\u4e16\u754cC(\u7d71\u8a08\u5b66\u5165\u9580) \/ Introduction to Statistics<\/h3><ul><li>\u6388\u696d\u306e\u6982\u8981<br \/>\u4eca\u65e5\u306e\u793e\u4f1a\u306f\u3001\u60c5\u5831\u901a\u4fe1\u6280\u8853\u3084\u8a08\u6e2c\u6280\u8853\u306e\u767a\u5c55\u306b\u3088\u308a\u3001\u81ea\u7136\u73fe\u8c61\u30fb\u793e\u4f1a\u73fe\u8c61\u306b\u95a2\u3059\u308b\u591a\u7a2e\u591a\u69d8\u306a\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3067\u6ea2\u308c\u3066\u304a\u308a\u3001\u305d\u308c\u3089\u306e\u73fe\u8c61\u3092\u79d1\u5b66\u7684\u306b\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u306f\u30c7\u30fc\u30bf\u5206\u6790\u304c\u5fc5\u8981\u3067\u3059\u3002\u305d\u306e\u30c7\u30fc\u30bf\u5206\u6790\u3067\u306f\u3001\u60c5\u5831\u5b66\u306e\u624b\u6cd5\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3001\u7d71\u8a08\u5b66\u3092\u7528\u3044\u3066\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u30fb\u898f\u5247\u6027\u3092\u898b\u3064\u3051\u51fa\u3057\u3001\u78ba\u7387\u8ad6\u306e\u8a00\u8449\u306b\u3088\u3063\u3066\u5bfe\u8c61\u3068\u306a\u308b\u73fe\u8c61\u3092\u6570\u5b66\u7684\u306b\u8868\u73fe\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u3053\u308c\u3089\u4e00\u9023\u306e\u30c7\u30fc\u30bf\u5206\u6790\u30d7\u30ed\u30bb\u30b9\u306f\u3001\u3042\u3089\u3086\u308b\u5206\u91ce\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306b\u304a\u3044\u3066\u4e2d\u5fc3\u7684\u306a\u5f79\u5272\u3092\u62c5\u3063\u3066\u3044\u307e\u3059\u3002\u672c\u79d1\u76ee\u3067\u306f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u57fa\u76e4\u3068\u306a\u308b\u7d71\u8a08\u5b66\uff08\u53ca\u3073\u78ba\u7387\u8ad6\uff09\u306e\u57fa\u790e\u3092\u8b1b\u7fa9\u5f62\u5f0f\uff08\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\uff09\u3067\u5b66\u7fd2\u3057\u307e\u3059\u3002<\/li><li>\u5230\u9054\u76ee\u6a19<br \/>\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u5206\u6790\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u3001\u7d71\u8a08\u5b66\u306e\u57fa\u672c\u7684\u306a\u8003\u3048\u65b9\u3084\u7d71\u8a08\u5206\u6790\u624b\u6cd5\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3092\u76ee\u6a19\u3068\u3057\u307e\u3059\u3002<\/li><li>\u4e3b\u306a\u6388\u696d\u5185\u5bb9<br \/>\u7d71\u8a08\u5b66\u3068\u306f\uff0c\u6bcd\u96c6\u56e3\u3068\u6a19\u672c\uff0c\u30c7\u30fc\u30bf\u306e\u5206\u5e03\uff0c\u7d71\u8a08\u91cf\uff0c\u6563\u5e03\u56f3\uff0c\u30af\u30ed\u30b9\u96c6\u8a08\u8868\uff0c\u78ba\u7387\uff0c\u78ba\u7387\u5909\u6570\uff0c\u78ba\u7387\u5206\u5e03\uff0c\u671f\u5f85\u5024\uff0c\u5206\u6563\uff0c\u96e2\u6563\u578b\u78ba\u7387\u5206\u5e03\uff0c\u9023\u7d9a\u578b\u78ba\u7387\u5206\u5e03\uff0c\u76f8\u95a2\u3068\u56de\u5e30\u5206\u6790\uff0c\u63a8\u6e2c\u7d71\u8a08\u3068\u6a19\u672c\u5206\u5e03\uff0c\u7d71\u8a08\u7684\u63a8\u5b9a\uff08\u70b9\u63a8\u5b9a\uff0c\u533a\u9593\u63a8\u5b9a\uff09\uff0c\u4eee\u8aac\u691c\u5b9a\uff08\u5e73\u5747\u30fb\u5206\u6563\u306e\u691c\u5b9a\uff0c\uff12\u6a19\u672c\u554f\u984c\uff09<\/li><\/ul><\/section><section class=\"frame\"><h3>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u305f\u3081\u306e\u6570\u5b66\uff08Mathematics for Data Science\uff09<\/h3><ul><li>\u6388\u696d\u306e\u6982\u8981<br \/>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3067\u306f\u6570\u5b66\u7684\u601d\u8003\u306b\u57fa\u3065\u3044\u3066\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u6271\u3044\u3001\u6226\u7565\u30fb\u65bd\u7b56\u306b\u751f\u304b\u3059\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u308b\u3002\u672c\u6388\u696d\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u57fa\u76e4\u3068\u306a\u308b\u6570\u5b66\u306e\u3046\u3061\u3001\u30d9\u30af\u30c8\u30eb\u3068\u884c\u5217\u3001\u5fae\u5206\u7a4d\u5206\u306e\u57fa\u790e\u7684\u306a\u8b1b\u7fa9\u3092\u884c\u3046\u3002\u9ad8\u6821\u3067\u6570\u5b66I\u306e\u307f\u3057\u304b\u5c65\u4fee\u3057\u3066\u3044\u306a\u3044\u5834\u5408\u3082\u8003\u616e\u3057\u3001\u9ad8\u6821\u5206\u91ce\u306e\u5fa9\u7fd2\u304b\u3089\u8b1b\u7fa9\u3092\u69cb\u6210\u3059\u308b\u3002\u306a\u308b\u3079\u304f\u8aac\u660e\u306f\u5c11\u306a\u304f\u3057\u3001\u6f14\u7fd2\u306e\u6642\u9593\u3092\u591a\u304f\u3068\u308b\u3002\u6f14\u7fd2\u306e\u6642\u9593\u306f\u30b0\u30eb\u30fc\u30d7\u3067\u6559\u3048\u5408\u3063\u3066\u3001\u6642\u9593\u5185\u306b\u51fa\u6765\u308b\u3060\u3051\u5168\u54e1\u304c\u591a\u304f\u306e\u554f\u984c\u3092\u89e3\u3051\u308b\u3088\u3046\u306b\u306a\u308b\u3053\u3068\u3092\u76ee\u6307\u3059\u3002\u624b\u3092\u52d5\u304b\u3057\u3066\u8a08\u7b97\u3059\u308b\u3053\u3068\u3092\u901a\u3057\u3066\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u57fa\u76e4\u3068\u306a\u308b\u6570\u5b66\u7684\u30c6\u30af\u30cb\u30c3\u30af\u3078\u306e\u7406\u89e3\u3092\u6df1\u3081\u308b\u3002\u6700\u7d42\u7684\u306b\u306f\u3001\u672c\u6388\u696d\u304b\u3089\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306b\u304a\u3044\u3066\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u6570\u5b66\u3092\u5b9f\u8df5\u3067\u304d\u308b\u57fa\u76e4\u3092\u4f5c\u308b\u3002<\/li><li>\u5230\u9054\u76ee\u6a19<br \/>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3067\u7528\u3044\u3089\u308c\u308b\u7dda\u5f62\u4ee3\u6570\u30fb\u5fae\u5206\u7a4d\u5206\u306e\u6982\u5ff5\u3092\u7406\u89e3\u3057\u3001\u57fa\u672c\u7684\u306a\u8a08\u7b97\u304c\u51fa\u6765\u308b\u3088\u3046\u306b\u306a\u308b\u3002<\/li><li>\u4e3b\u306a\u6388\u696d\u5185\u5bb9<br \/>\u30d9\u30af\u30c8\u30eb\u3068\u884c\u5217\u306e\u57fa\u672c\u7684\u6f14\u7b97\uff0c\u9006\u884c\u5217\uff0c\u9023\u7acb\u65b9\u7a0b\u5f0f\u3068\u884c\u5217\uff0c\u30d9\u30af\u30c8\u30eb\u3068\u884c\u5217\u306e\u30ce\u30eb\u30e0\uff0c\u30d9\u30af\u30c8\u30eb\u306e\u4e00\u6b21\u72ec\u7acb\u6027\uff0c\u6b63\u898f\u76f4\u4ea4\u57fa\u5e95\uff0c\u884c\u5217\u5f0f\uff0c\u4f59\u56e0\u5b50\u5c55\u958b\uff0c\u56fa\u6709\u5024\u3068\u56fa\u6709\u30d9\u30af\u30c8\u30eb\uff0c\u884c\u5217\u306e\u5bfe\u89d2\u5316\uff0c\u5c0e\u95a2\u6570\uff0c\u7a4d\u30fb\u5546\u306e\u5fae\u5206\uff0c\u5408\u6210\u95a2\u6570\u306e\u5fae\u5206\uff0c\u5897\u6e1b\u8868\u3068\u6975\u5927\u30fb\u6975\u5c0f\uff0c\u5b9a\u7a4d\u5206\uff0c\u90e8\u5206\u7a4d\u5206\uff0c\u7f6e\u63db\u7a4d\u5206\uff0c\u8b1b\u7fa9\u7a4d\u5206\uff0c\u504f\u5fae\u5206\u30fb\u91cd\u7a4d\u5206\u306e\u7d39\u4ecb<\/li><\/ul><\/section><h4>\u00a0<\/h4><p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"\u6570\u7406\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u6559\u80b2\u4eca\u65e5\u306e\u793e\u4f1a\u306f\u3042\u3089\u3086\u308b\u5206\u91ce\u306b\u304a\u3044\u3066\uff0c\u60c5\u5831\u901a\u4fe1\u6280\u8853\u3084\u8a08\u6e2c\u6280\u8853\u306e\u767a\u5c55\u306b\u3088\u308a\uff0c\u591a\u7a2e\u591a\u69d8\u306a\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3067\u6ea2\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u3057\u3066\uff0c\u300c21\u4e16\u7d00\u306e\u77f3\u6cb9\u300d\u3068\u3082\u79f0\u3055\u308c\u308b\u305d\u308c\u3089\u306e\u30c7\u30fc\u30bf\u304b\u3089\u4fa1\u5024\u3042\u308b\u60c5\u5831\u3092\u62bd\u51fa\u3057\u8ab2\u984c\u89e3\u6c7a\u3084 [&hellip;]","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page.php","meta":[],"_links":{"self":[{"href":"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-json\/wp\/v2\/pages\/295"}],"collection":[{"href":"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-json\/wp\/v2\/comments?post=295"}],"version-history":[{"count":94,"href":"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-json\/wp\/v2\/pages\/295\/revisions"}],"predecessor-version":[{"id":968,"href":"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-json\/wp\/v2\/pages\/295\/revisions\/968"}],"wp:attachment":[{"href":"https:\/\/utsunomiya.cis-trans.com\/kiban\/wp-json\/wp\/v2\/media?parent=295"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}