{"id":177,"date":"2025-10-01T23:30:45","date_gmt":"2025-10-01T23:30:45","guid":{"rendered":"https:\/\/aiopentext.itd.cnr.it\/japanese\/chapter\/hands-on-machine-learning\/"},"modified":"2025-10-30T07:52:04","modified_gmt":"2025-10-30T07:52:04","slug":"hands-on-machine-learning","status":"publish","type":"chapter","link":"https:\/\/aiopentext.itd.cnr.it\/japanese\/chapter\/hands-on-machine-learning\/","title":{"raw":"\u5b9f\u8df5\u7684\u306a\u6a5f\u68b0\u5b66\u7fd2","rendered":"\u5b9f\u8df5\u7684\u306a\u6a5f\u68b0\u5b66\u7fd2"},"content":{"raw":"<p class=\"indent no-indent\">\u3053\u306e\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u306f\u3001Codeweek\u304c\u4f5c\u6210\u3057\u305f\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u3092\u57fa\u306b\u6539\u5909\u3057\u305f\u3082\u306e\u3067\u3001<a href=\"https:\/\/creativecommons.org\/licenses\/by-nc-sa\/4.0\/deed.en\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"https:\/\/creativecommons.org\/licenses\/by-nc-sa\/4.0\/deed.en\">Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) licence<\/a>\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u4e0b\u3067\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<a href=\"https:\/\/codeweek.eu\/training\/introduction-to-artificial-intelligence-in-the-classroom\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"https:\/\/codeweek.eu\/training\/introduction-to-artificial-intelligence-in-the-classroom\">\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u6d3b\u52d5\u30ea\u30b9\u30c8<\/a>\u306f\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u4f7f\u7528\u3057\u305f2\u3064\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\uff08\u521d\u671f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\uff09\u3082\u5f7c\u3089\u306b\u3088\u3063\u3066\u4f5c\u6210\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\r\n<p class=\"indent\">\u79c1\u305f\u3061\u306f\u3001<a href=\"https:\/\/teachablemachine.withgoogle.com\/train\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"https:\/\/teachablemachine.withgoogle.com\/train\">Google\u306eTeachable Machine<\/a>\u3092\u4f7f\u7528\u3057\u3066\u3001\u753b\u50cf\u3092\u81ea\u8ee2\u8eca\u304c\u30aa\u30fc\u30c8\u30d0\u30a4\u306b\u5206\u985e\u3059\u308b\u30de\u30b7\u30f3\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u307e\u3059\u3002\u8981\u7d04\u3059\u308b\u3068\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u4f7f\u7528\u3059\u308b\u524d\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30c6\u30b9\u30c8\u304c\u5fc5\u8981\u3067\u3059\u3002\u30de\u30b7\u30f3\u304c\u5206\u985e\u3059\u308b\u30ab\u30c6\u30b4\u30ea\u30fc\u306e\u30b5\u30f3\u30d7\u30eb\u753b\u50cf\u3092\u53ce\u96c6\u30fb\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u3001\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u305f\u5f8c\u3001\u4e00\u9023\u306e\u4f8b\u793a\u753b\u50cf\u3092\u6b63\u3057\u304f\u5206\u985e\u3067\u304d\u308b\u304b\u30c6\u30b9\u30c8\u3057\u307e\u3059\u3002<img class=\"aligncenter wp-image-163 \" src=\"http:\/\/aiopentext.itd.cnr.it\/japanese\/wp-content\/uploads\/sites\/37\/2025\/10\/ch2-page3-traintestuse-e1697823763965.png\" alt=\"\" width=\"543\" height=\"258\" \/><\/p>\r\n\r\n<h3 style=\"text-align: left\">\u30b9\u30c6\u30c3\u30d7 1: \u4f8b\u793a\u753b\u50cf\u3092\u96c6\u3081\u3066\u30b0\u30eb\u30fc\u30d7\u5316\u3059\u308b<\/h3>\r\n<ol>\r\n \t<li>\u81ea\u8ee2\u8eca\u306e\u5199\u771f\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\uff08<a href=\"https:\/\/drive.google.com\/drive\/folders\/1cqDQHXn4SiYsHNOjV3aZpIFf7fArAvwc\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"https:\/\/drive.google.com\/drive\/folders\/1cqDQHXn4SiYsHNOjV3aZpIFf7fArAvwc\">\u3053\u3061\u3089<\/a>\uff09\u3002<\/li>\r\n \t<li style=\"text-align: justify\">\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001zip\u30d5\u30a9\u30eb\u30c0\u306e\u5185\u5bb9\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u30ed\u30fc\u30ab\u30eb\u30d5\u30a9\u30eb\u30c0\u306b\u5c55\u958b\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30bb\u30c3\u30c8\u3068\u3057\u3066\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\r\n \t<li>\u30aa\u30fc\u30c8\u30d0\u30a4\u306e\u5199\u771f\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\uff08<a href=\"https:\/\/drive.google.com\/drive\/folders\/1cqDQHXn4SiYsHNOjV3aZpIFf7fArAvwc\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"https:\/\/drive.google.com\/drive\/folders\/1cqDQHXn4SiYsHNOjV3aZpIFf7fArAvwc\">\u3053\u3061\u3089<\/a>\uff09\u3002<\/li>\r\n \t<li style=\"text-align: justify\">\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001zip\u30d5\u30a9\u30eb\u30c0\u306e\u5185\u5bb9\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u30ed\u30fc\u30ab\u30eb\u30d5\u30a9\u30eb\u30c0\u306b\u5c55\u958b\u3057\u307e\u3059\u3002\u3053\u308c\u3082\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30bb\u30c3\u30c8\u3068\u3057\u3066\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\r\n \t<li>\u30c6\u30b9\u30c8\u7528\u306e\u5199\u771f\u3092\u3059\u3079\u3066\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\uff08<a href=\"https:\/\/drive.google.com\/drive\/folders\/10VQn2N9P997aUJMhyBWwnvs0KRVpw3Hs\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"https:\/\/drive.google.com\/drive\/folders\/10VQn2N9P997aUJMhyBWwnvs0KRVpw3Hs\">\u3053\u3061\u3089<\/a>\uff09\u3002<\/li>\r\n \t<li style=\"text-align: justify\">\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001zip\u30d5\u30a9\u30eb\u30c0\u306e\u5185\u5bb9\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u30ed\u30fc\u30ab\u30eb\u30d5\u30a9\u30eb\u30c0\u306b\u5c55\u958b\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u3057\u3066\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\r\n \t<li style=\"text-align: justify\"><a href=\"https:\/\/teachablemachine.withgoogle.com\/train\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"https:\/\/teachablemachine.withgoogle.com\/train\">Google\u306eTeachable Machine<\/a>\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001<strong>\u753b\u50cf\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/strong> &gt; <strong>\u6a19\u6e96\u306e\u753b\u50cf\u30e2\u30c7\u30eb<\/strong>\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\r\n \t<li style=\"text-align: justify\">Class 1\u3067\u3001<strong>\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9 &gt; \u30d5\u30a1\u30a4\u30eb\u304b\u3089\u753b\u50cf\u3092\u9078\u629e &gt; <\/strong>\u624b\u98061\u30682\u3067\u4f5c\u6210\u3057\u305f\u81ea\u8ee2\u8eca\u753b\u50cf\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u958b\u304d\u3001\u3053\u3053\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u3059\u3079\u3066\u306e\u753b\u50cf\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\r\n \t<li style=\"text-align: justify\">Class 2\u3067\u3001<strong>\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9 &gt; \u30d5\u30a1\u30a4\u30eb\u304b\u3089\u753b\u50cf\u3092\u9078\u629e &gt; <\/strong>\u624b\u98063\u30684\u3067\u4f5c\u6210\u3057\u305f\u30aa\u30fc\u30c8\u30d0\u30a4\u753b\u50cf\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u958b\u304d\u3001\u3053\u3053\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u3059\u3079\u3066\u306e\u753b\u50cf\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\r\n<\/ol>\r\n<h3 style=\"text-align: left\">\u30b9\u30c6\u30c3\u30d7 2: \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b<\/h3>\r\n<p class=\"no-indent\">\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e<strong>\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b<\/strong>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002\u30e2\u30c7\u30eb\u306f\u81ea\u8ee2\u8eca\u3068\u30aa\u30fc\u30c8\u30d0\u30a4\u3092\u5206\u985e\u3059\u308b\u65b9\u6cd5\u3092\u5b66\u3073\u307e\u3059\u3002<strong>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u306e\u30e2\u30c7\u30eb<\/strong>\u3068\u8868\u793a\u3055\u308c\u308b\u307e\u3067\u5f85\u3061\u307e\u3059\u3002<\/p>\r\n<p class=\"indent\">\u81ea\u8ee2\u8eca\u3068\u30aa\u30fc\u30c8\u30d0\u30a4\u306e\u7279\u5fb4\u3092\u624b\u52d5\u3067\u9078\u629e\u3057\u3066\u5165\u529b\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u753b\u50cf\u304b\u3089\u7279\u5fb4\u3092\u898b\u3064\u3051\u308b\u65b9\u6cd5\u3092\u77e5\u3063\u3066\u3044\u307e\u3059\uff01<a class=\"inline\" href=\"https:\/\/www.ai4t.eu\/book\/ai-for-teachers-an-open-textbook\/media\/teachable%20machine.PNG\" name=\"scalar-inline-media\" data-align=\"center\" data-annotations=\"\" data-size=\"large\" data-caption=\"description\" data-cke-saved-name=\"scalar-inline-media\" data-cke-saved-href=\"https:\/\/www.ai4t.eu\/book\/ai-for-teachers-an-open-textbook\/media\/teachable%20machine.PNG\"><\/a><\/p>\r\n\r\n\r\n[caption id=\"attachment_176\" align=\"aligncenter\" width=\"1024\"]<img class=\"wp-image-176 size-large\" src=\"http:\/\/aiopentext.itd.cnr.it\/japanese\/wp-content\/uploads\/sites\/37\/2025\/10\/chadd-teachable-machine-1024x415.png\" alt=\"\" width=\"1024\" height=\"415\" \/> \u30bd\u30fc\u30b9: Google\u306eTeachable machine[\/caption]\r\n<h3 style=\"text-align: left\">\u30b9\u30c6\u30c3\u30d7 3: \u30e2\u30c7\u30eb\u3092\u30c6\u30b9\u30c8\u3059\u308b<\/h3>\r\n<ol>\r\n \t<li style=\"text-align: justify\"><strong>\u30d7\u30ec\u30d3\u30e5\u30fc<\/strong>\u306e\u3001<strong>Webcam<\/strong>\u306e\u8fd1\u304f\u306e\u77e2\u5370\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u5165\u529b\u3092<strong>\u30d5\u30a1\u30a4\u30eb<\/strong>\u306b\u5909\u66f4\u3057\u307e\u3059\u3002<\/li>\r\n \t<li style=\"text-align: justify\"><strong>\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u753b\u50cf\u3092\u9078\u629e<\/strong>\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u30b9\u30c6\u30c3\u30d71\u306e\u624b\u98065\u30686\u3067\u4fdd\u5b58\u3057\u305f\u30c6\u30b9\u30c8\u753b\u50cf\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\r\n \t<li style=\"text-align: justify\">\u4e0b\u306b\u30b9\u30af\u30ed\u30fc\u30eb\u3057\u3066\u51fa\u529b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\r\n \t<li style=\"text-align: justify\">\u4ed6\u306e\u753b\u50cf\u3067\u7e70\u308a\u8fd4\u3057\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6bd4\u8f03\u3067\u304d\u307e\u3059\u3002<\/li>\r\n<\/ol>\r\n<p class=\"no-indent\">\u753b\u50cf\u304c\u5206\u985e\u5668\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u4f7f\u7528\u3055\u308c\u308b\u5834\u5408\u3001\u30de\u30b7\u30f3\u306f\u305d\u306e\u7279\u5b9a\u306e\u753b\u50cf\u306b\u5bfe\u5fdc\u3059\u308b\u30e9\u30d9\u30eb\u3092\u3059\u3067\u306b\u8a18\u9332\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u753b\u50cf\u3092\u30c6\u30b9\u30c8\u30d5\u30a7\u30fc\u30ba\u3067\u30de\u30b7\u30f3\u306b\u8868\u793a\u3057\u3066\u3082\u3001\u30e2\u30c7\u30eb\u306e\u6c4e\u7528\u6027\u80fd\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u3001\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u4e92\u3044\u306b\u7570\u306a\u308b\u3079\u304d\u3067\u3059\u3002<\/p>\r\n<p class=\"no-indent\"><strong>\u6ce8\u8a18<\/strong>\uff1a\u72ec\u81ea\u306e\u753b\u50cf\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30c6\u30b9\u30c8\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<span style=\"font-size: 1em\">\u826f\u3044<\/span><span style=\"text-align: initial;font-size: 1em\">\u7121\u6599\u753b\u50cf\u306e\u30bd\u30fc\u30b9\u306f<\/span><a style=\"text-align: initial;font-size: 1em\" href=\"https:\/\/wordpress.org\/openverse\/?referrer=creativecommons.org\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"https:\/\/wordpress.org\/openverse\/?referrer=creativecommons.org\">\u3053\u3061\u3089<\/a><span style=\"text-align: initial;font-size: 1em\">\u3002<\/span><\/p>","rendered":"<p class=\"indent no-indent\">\u3053\u306e\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u306f\u3001Codeweek\u304c\u4f5c\u6210\u3057\u305f\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u3092\u57fa\u306b\u6539\u5909\u3057\u305f\u3082\u306e\u3067\u3001<a href=\"https:\/\/creativecommons.org\/licenses\/by-nc-sa\/4.0\/deed.en\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"https:\/\/creativecommons.org\/licenses\/by-nc-sa\/4.0\/deed.en\">Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) licence<\/a>\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u4e0b\u3067\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<a href=\"https:\/\/codeweek.eu\/training\/introduction-to-artificial-intelligence-in-the-classroom\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"https:\/\/codeweek.eu\/training\/introduction-to-artificial-intelligence-in-the-classroom\">\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u6d3b\u52d5\u30ea\u30b9\u30c8<\/a>\u306f\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u4f7f\u7528\u3057\u305f2\u3064\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\uff08\u521d\u671f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\uff09\u3082\u5f7c\u3089\u306b\u3088\u3063\u3066\u4f5c\u6210\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<p class=\"indent\">\u79c1\u305f\u3061\u306f\u3001<a href=\"https:\/\/teachablemachine.withgoogle.com\/train\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"https:\/\/teachablemachine.withgoogle.com\/train\">Google\u306eTeachable Machine<\/a>\u3092\u4f7f\u7528\u3057\u3066\u3001\u753b\u50cf\u3092\u81ea\u8ee2\u8eca\u304c\u30aa\u30fc\u30c8\u30d0\u30a4\u306b\u5206\u985e\u3059\u308b\u30de\u30b7\u30f3\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u307e\u3059\u3002\u8981\u7d04\u3059\u308b\u3068\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u4f7f\u7528\u3059\u308b\u524d\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30c6\u30b9\u30c8\u304c\u5fc5\u8981\u3067\u3059\u3002\u30de\u30b7\u30f3\u304c\u5206\u985e\u3059\u308b\u30ab\u30c6\u30b4\u30ea\u30fc\u306e\u30b5\u30f3\u30d7\u30eb\u753b\u50cf\u3092\u53ce\u96c6\u30fb\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u3001\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u305f\u5f8c\u3001\u4e00\u9023\u306e\u4f8b\u793a\u753b\u50cf\u3092\u6b63\u3057\u304f\u5206\u985e\u3067\u304d\u308b\u304b\u30c6\u30b9\u30c8\u3057\u307e\u3059\u3002<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-163\" src=\"http:\/\/aiopentext.itd.cnr.it\/japanese\/wp-content\/uploads\/sites\/37\/2025\/10\/ch2-page3-traintestuse-e1697823763965.png\" alt=\"\" width=\"543\" height=\"258\" \/><\/p>\n<h3 style=\"text-align: left\">\u30b9\u30c6\u30c3\u30d7 1: \u4f8b\u793a\u753b\u50cf\u3092\u96c6\u3081\u3066\u30b0\u30eb\u30fc\u30d7\u5316\u3059\u308b<\/h3>\n<ol>\n<li>\u81ea\u8ee2\u8eca\u306e\u5199\u771f\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\uff08<a href=\"https:\/\/drive.google.com\/drive\/folders\/1cqDQHXn4SiYsHNOjV3aZpIFf7fArAvwc\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"https:\/\/drive.google.com\/drive\/folders\/1cqDQHXn4SiYsHNOjV3aZpIFf7fArAvwc\">\u3053\u3061\u3089<\/a>\uff09\u3002<\/li>\n<li style=\"text-align: justify\">\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001zip\u30d5\u30a9\u30eb\u30c0\u306e\u5185\u5bb9\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u30ed\u30fc\u30ab\u30eb\u30d5\u30a9\u30eb\u30c0\u306b\u5c55\u958b\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30bb\u30c3\u30c8\u3068\u3057\u3066\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\n<li>\u30aa\u30fc\u30c8\u30d0\u30a4\u306e\u5199\u771f\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\uff08<a href=\"https:\/\/drive.google.com\/drive\/folders\/1cqDQHXn4SiYsHNOjV3aZpIFf7fArAvwc\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"https:\/\/drive.google.com\/drive\/folders\/1cqDQHXn4SiYsHNOjV3aZpIFf7fArAvwc\">\u3053\u3061\u3089<\/a>\uff09\u3002<\/li>\n<li style=\"text-align: justify\">\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001zip\u30d5\u30a9\u30eb\u30c0\u306e\u5185\u5bb9\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u30ed\u30fc\u30ab\u30eb\u30d5\u30a9\u30eb\u30c0\u306b\u5c55\u958b\u3057\u307e\u3059\u3002\u3053\u308c\u3082\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30bb\u30c3\u30c8\u3068\u3057\u3066\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\n<li>\u30c6\u30b9\u30c8\u7528\u306e\u5199\u771f\u3092\u3059\u3079\u3066\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\uff08<a href=\"https:\/\/drive.google.com\/drive\/folders\/10VQn2N9P997aUJMhyBWwnvs0KRVpw3Hs\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"https:\/\/drive.google.com\/drive\/folders\/10VQn2N9P997aUJMhyBWwnvs0KRVpw3Hs\">\u3053\u3061\u3089<\/a>\uff09\u3002<\/li>\n<li style=\"text-align: justify\">\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001zip\u30d5\u30a9\u30eb\u30c0\u306e\u5185\u5bb9\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u30ed\u30fc\u30ab\u30eb\u30d5\u30a9\u30eb\u30c0\u306b\u5c55\u958b\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u3057\u3066\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\n<li style=\"text-align: justify\"><a href=\"https:\/\/teachablemachine.withgoogle.com\/train\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"https:\/\/teachablemachine.withgoogle.com\/train\">Google\u306eTeachable Machine<\/a>\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001<strong>\u753b\u50cf\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/strong> &gt; <strong>\u6a19\u6e96\u306e\u753b\u50cf\u30e2\u30c7\u30eb<\/strong>\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n<li style=\"text-align: justify\">Class 1\u3067\u3001<strong>\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9 &gt; \u30d5\u30a1\u30a4\u30eb\u304b\u3089\u753b\u50cf\u3092\u9078\u629e &gt; <\/strong>\u624b\u98061\u30682\u3067\u4f5c\u6210\u3057\u305f\u81ea\u8ee2\u8eca\u753b\u50cf\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u958b\u304d\u3001\u3053\u3053\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u3059\u3079\u3066\u306e\u753b\u50cf\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n<li style=\"text-align: justify\">Class 2\u3067\u3001<strong>\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9 &gt; \u30d5\u30a1\u30a4\u30eb\u304b\u3089\u753b\u50cf\u3092\u9078\u629e &gt; <\/strong>\u624b\u98063\u30684\u3067\u4f5c\u6210\u3057\u305f\u30aa\u30fc\u30c8\u30d0\u30a4\u753b\u50cf\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u958b\u304d\u3001\u3053\u3053\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u3059\u3079\u3066\u306e\u753b\u50cf\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<h3 style=\"text-align: left\">\u30b9\u30c6\u30c3\u30d7 2: \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b<\/h3>\n<p class=\"no-indent\">\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e<strong>\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b<\/strong>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002\u30e2\u30c7\u30eb\u306f\u81ea\u8ee2\u8eca\u3068\u30aa\u30fc\u30c8\u30d0\u30a4\u3092\u5206\u985e\u3059\u308b\u65b9\u6cd5\u3092\u5b66\u3073\u307e\u3059\u3002<strong>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u306e\u30e2\u30c7\u30eb<\/strong>\u3068\u8868\u793a\u3055\u308c\u308b\u307e\u3067\u5f85\u3061\u307e\u3059\u3002<\/p>\n<p class=\"indent\">\u81ea\u8ee2\u8eca\u3068\u30aa\u30fc\u30c8\u30d0\u30a4\u306e\u7279\u5fb4\u3092\u624b\u52d5\u3067\u9078\u629e\u3057\u3066\u5165\u529b\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u753b\u50cf\u304b\u3089\u7279\u5fb4\u3092\u898b\u3064\u3051\u308b\u65b9\u6cd5\u3092\u77e5\u3063\u3066\u3044\u307e\u3059\uff01<a class=\"inline\" href=\"https:\/\/www.ai4t.eu\/book\/ai-for-teachers-an-open-textbook\/media\/teachable%20machine.PNG\" name=\"scalar-inline-media\" data-align=\"center\" data-annotations=\"\" data-size=\"large\" data-caption=\"description\" data-cke-saved-name=\"scalar-inline-media\" data-cke-saved-href=\"https:\/\/www.ai4t.eu\/book\/ai-for-teachers-an-open-textbook\/media\/teachable%20machine.PNG\"><\/a><\/p>\n<figure id=\"attachment_176\" aria-describedby=\"caption-attachment-176\" style=\"width: 1024px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-176 size-large\" src=\"http:\/\/aiopentext.itd.cnr.it\/japanese\/wp-content\/uploads\/sites\/37\/2025\/10\/chadd-teachable-machine-1024x415.png\" alt=\"\" width=\"1024\" height=\"415\" srcset=\"https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-content\/uploads\/sites\/37\/2025\/10\/chadd-teachable-machine-1024x415.png 1024w, https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-content\/uploads\/sites\/37\/2025\/10\/chadd-teachable-machine-300x122.png 300w, https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-content\/uploads\/sites\/37\/2025\/10\/chadd-teachable-machine-768x311.png 768w, https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-content\/uploads\/sites\/37\/2025\/10\/chadd-teachable-machine-1536x623.png 1536w, https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-content\/uploads\/sites\/37\/2025\/10\/chadd-teachable-machine-65x26.png 65w, https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-content\/uploads\/sites\/37\/2025\/10\/chadd-teachable-machine-225x91.png 225w, https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-content\/uploads\/sites\/37\/2025\/10\/chadd-teachable-machine-350x142.png 350w, https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-content\/uploads\/sites\/37\/2025\/10\/chadd-teachable-machine.png 1892w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption id=\"caption-attachment-176\" class=\"wp-caption-text\">\u30bd\u30fc\u30b9: Google\u306eTeachable machine<\/figcaption><\/figure>\n<h3 style=\"text-align: left\">\u30b9\u30c6\u30c3\u30d7 3: \u30e2\u30c7\u30eb\u3092\u30c6\u30b9\u30c8\u3059\u308b<\/h3>\n<ol>\n<li style=\"text-align: justify\"><strong>\u30d7\u30ec\u30d3\u30e5\u30fc<\/strong>\u306e\u3001<strong>Webcam<\/strong>\u306e\u8fd1\u304f\u306e\u77e2\u5370\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u5165\u529b\u3092<strong>\u30d5\u30a1\u30a4\u30eb<\/strong>\u306b\u5909\u66f4\u3057\u307e\u3059\u3002<\/li>\n<li style=\"text-align: justify\"><strong>\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u753b\u50cf\u3092\u9078\u629e<\/strong>\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u30b9\u30c6\u30c3\u30d71\u306e\u624b\u98065\u30686\u3067\u4fdd\u5b58\u3057\u305f\u30c6\u30b9\u30c8\u753b\u50cf\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n<li style=\"text-align: justify\">\u4e0b\u306b\u30b9\u30af\u30ed\u30fc\u30eb\u3057\u3066\u51fa\u529b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n<li style=\"text-align: justify\">\u4ed6\u306e\u753b\u50cf\u3067\u7e70\u308a\u8fd4\u3057\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6bd4\u8f03\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n<p class=\"no-indent\">\u753b\u50cf\u304c\u5206\u985e\u5668\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u4f7f\u7528\u3055\u308c\u308b\u5834\u5408\u3001\u30de\u30b7\u30f3\u306f\u305d\u306e\u7279\u5b9a\u306e\u753b\u50cf\u306b\u5bfe\u5fdc\u3059\u308b\u30e9\u30d9\u30eb\u3092\u3059\u3067\u306b\u8a18\u9332\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u753b\u50cf\u3092\u30c6\u30b9\u30c8\u30d5\u30a7\u30fc\u30ba\u3067\u30de\u30b7\u30f3\u306b\u8868\u793a\u3057\u3066\u3082\u3001\u30e2\u30c7\u30eb\u306e\u6c4e\u7528\u6027\u80fd\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u3001\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u4e92\u3044\u306b\u7570\u306a\u308b\u3079\u304d\u3067\u3059\u3002<\/p>\n<p class=\"no-indent\"><strong>\u6ce8\u8a18<\/strong>\uff1a\u72ec\u81ea\u306e\u753b\u50cf\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30c6\u30b9\u30c8\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<span style=\"font-size: 1em\">\u826f\u3044<\/span><span style=\"text-align: initial;font-size: 1em\">\u7121\u6599\u753b\u50cf\u306e\u30bd\u30fc\u30b9\u306f<\/span><a style=\"text-align: initial;font-size: 1em\" href=\"https:\/\/wordpress.org\/openverse\/?referrer=creativecommons.org\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"https:\/\/wordpress.org\/openverse\/?referrer=creativecommons.org\">\u3053\u3061\u3089<\/a><span style=\"text-align: initial;font-size: 1em\">\u3002<\/span><\/p>\n","protected":false},"author":3,"menu_order":8,"template":"","meta":{"pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[49],"contributor":[],"license":[],"part":165,"_links":{"self":[{"href":"https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-json\/pressbooks\/v2\/chapters\/177"}],"collection":[{"href":"https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-json\/wp\/v2\/users\/3"}],"version-history":[{"count":6,"href":"https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-json\/pressbooks\/v2\/chapters\/177\/revisions"}],"predecessor-version":[{"id":684,"href":"https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-json\/pressbooks\/v2\/chapters\/177\/revisions\/684"}],"part":[{"href":"https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-json\/pressbooks\/v2\/parts\/165"}],"metadata":[{"href":"https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-json\/pressbooks\/v2\/chapters\/177\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-json\/wp\/v2\/media?parent=177"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-json\/pressbooks\/v2\/chapter-type?post=177"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-json\/wp\/v2\/contributor?post=177"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/aiopentext.itd.cnr.it\/japanese\/wp-json\/wp\/v2\/license?post=177"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}