{"id":2975,"date":"2022-04-08T12:45:24","date_gmt":"2022-04-08T03:45:24","guid":{"rendered":"https:\/\/aiacademy.jp\/media\/?p=2975"},"modified":"2025-06-10T17:39:19","modified_gmt":"2025-06-10T08:39:19","slug":"%e3%80%90%e8%a9%95%e4%be%a1%e6%8c%87%e6%a8%99%e3%80%91%e5%b9%b3%e5%9d%87%e4%ba%8c%e4%b9%97%e8%aa%a4%e5%b7%ae-%ef%bc%88mse%ef%bc%89%e3%81%a8%e3%81%af-2","status":"publish","type":"post","link":"https:\/\/aiacademy.jp\/media\/?p=2975","title":{"rendered":"\u3010\u8a55\u4fa1\u6307\u6a19\u3011\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee \uff08MSE\uff09\u3068\u306f"},"content":{"rendered":"\n<p><span class=\"keiko_blue\">\u3053\u306e\u30b5\u30a4\u30c8\u306f\u3001Python\u3084\u751f\u6210AI\u306a\u3069\u3092\u5b66\u3079\u308b\u30aa\u30f3\u30e9\u30a4\u30f3\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30af\u30fc\u30eb AI Academy Bootcamp\u304c\u904b\u55b6\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n\n\n\n<div class=\"toc\">    <div id=\"toc_container\" class=\"sgb-toc--no-bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <span><\/span>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-0\">\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee \uff08MSE\uff09\u3068\u306f<\/a>      <\/li>      <li>        <a href=\"#i-1\">\u3010\u7121\u6599\u52d5\u753b\uff1a\u500d\u901f\u3067\u5b66\u3076\uff01\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u52c9\u5f37\u6cd5\uff08\u77ed\u7e2e\u7248\uff09\u3011<\/a>      <\/li>      <li>        <a href=\"#i-2\">\u2728\u751f\u6210AI\u30b3\u30fc\u30b9 \u53d7\u8b1b\u304a\u7533\u8fbc\u307f\u53d7\u4ed8\u4e2d\uff01<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-3\">\u2728AI\u4eba\u6750\u30b3\u30fc\u30b9 \u53d7\u8b1b\u304a\u7533\u8fbc\u307f\u53d7\u4ed8\u4e2d\uff01<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-4\">\ud83c\udf81\u3061\u3087\u3063\u3068\u3072\u3068\u606f ! \u696d\u52d9\u3084\u5b66\u7fd2\u306b\u5f79\u7acb\u3064\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3092\u30d7\u30ec\u30bc\u30f3\u30c8 !<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><div class=\"toc\"><p><\/p>\n<\/div><h2 class=\"wp-block-heading\" id=\"i-0\">\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee \uff08MSE\uff09\u3068\u306f<\/h2>\n\n\n\n<p>\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee (MSE)\u3068\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3001\u5b9f\u969b\u306e\u5024\u3068\u4e88\u6e2c\u5024\u306e\u5dee\u306e2\u4e57\u3092\u8a08\u7b97\u3057\u3001\u305d\u306e\u7dcf\u548c\u3092\u3068\u308a\u3001\u30c7\u30fc\u30bf\u306e\u7dcf\u6570\u3067\u5272\u3063\u305f\u5024\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee (MSE)\u3067\u306f\u3001\u5024\u304c\u5c0f\u3055\u3044\u307b\u3069\u8aa4\u5dee\u306e\u5c11\u306a\u3044\u30e2\u30c7\u30eb\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3061\u306a\u307f\u306bMSE\u306f\u201dMean Squared Error\u201d\u306e\u7565\u3067\u3059\u3002\u6570\u5f0f\u3067\u306f\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8868\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/03\/%E3%82%B9%E3%82%AF%E3%83%AA%E3%83%BC%E3%83%B3%E3%82%B7%E3%83%A7%E3%83%83%E3%83%88-2022-03-07-11.19.30.png\" alt=\"\" class=\"wp-image-2497\"><\/figure>\n\n\n\n<p><a href=\"https:\/\/aiacademy.jp\/texts\/show\/?context=subject-metrics&amp;id=298\" target=\"_blank\" rel=\"noopener\" title=\"\">\u95a2\u9023\uff1a\u8a55\u4fa1\u6307\u6a19(\u56de\u5e30)<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/aiacademy.jp\/media\/?p=2509\" target=\"_blank\" rel=\"noopener\" title=\"\">\u95a2\u9023\uff1aMAE \u3068\u306f<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/aiacademy.jp\/media\/?p=2513\" target=\"_blank\" rel=\"noopener\" title=\"\">\u95a2\u9023\uff1aMAPE \u3068\u306f<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-1\">\u3010\u7121\u6599\u52d5\u753b\uff1a<strong>\u500d\u901f\u3067\u5b66\u3076\uff01\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u52c9\u5f37\u6cd5\uff08\u77ed\u7e2e\u7248\uff09\u3011<\/strong><\/h2>\n\n\n\n<p>\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u3066\u52b9\u7387\u7684\u306b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u5b66\u3076\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002\u751f\u6210AI\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u3084\u52b9\u679c\u7684\u306a\u6d3b\u7528\u6cd5\u3001\u6ce8\u610f\u70b9\u306b\u3064\u3044\u3066\u3082\u8a73\u3057\u304f\u8aac\u660e\u3002\u52c9\u5f37\u6cd5\u3068\u3068\u3082\u306b\u751f\u6210AI\u305d\u306e\u3082\u306e\u306b\u3064\u3044\u3066\u3082\u5b66\u3079\u308b\u5185\u5bb9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u305c\u3072\u3054\u89a7\u304f\u3060\u3055\u3044\uff01<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-vimeo wp-block-embed-vimeo wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" src=\"https:\/\/player.vimeo.com\/video\/1069835048?h=e43b17d6de&amp;dnt=1&amp;app_id=122963\" width=\"880\" height=\"495\" frameborder=\"0\" allow=\"autoplay; fullscreen; picture-in-picture; clipboard-write; encrypted-media\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><strong>\u5168\u7de8\u306f\u3001AI Academy\u516c\u5f0fLINE\u3067\u914d\u4fe1\u4e2d\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><a href=\"https:\/\/lin.ee\/3E4GzWk\" rel=\"nofollow noopener\" target=\"_blank\"><img loading=\"lazy\" decoding=\"async\" width=\"910\" height=\"517\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/LINE_Buttom.png\" alt=\"\" class=\"wp-image-6799\" style=\"width:158px;height:auto\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/LINE_Buttom.png 910w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/LINE_Buttom-300x170.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/LINE_Buttom-768x436.png 768w\" sizes=\"auto, (max-width: 910px) 100vw, 910px\"><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-2\">\u2728\u751f\u6210AI\u30b3\u30fc\u30b9 \u53d7\u8b1b\u304a\u7533\u8fbc\u307f\u53d7\u4ed8\u4e2d\uff01<\/h2>\n\n\n\n<p>\u751f\u6210AI\u306e\u6982\u8981\u3084ChatGPT\u306e\u57fa\u790e\u64cd\u4f5c\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u57fa\u790e\u304b\u3089\u5b9f\u8df5\u307e\u3067\u5b66\u3079\u307e\u3059\u3002\u6f14\u7fd2\u8ab2\u984c\u3092\u901a\u3058\u3066\u3001\u3054\u81ea\u8eab\u306e\u696d\u52d9\u306b\u9069\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u30c4\u30fc\u30eb\u3092\u4f5c\u6210\u3057\u3001\u751f\u6210AI\u3092\u696d\u52d9\u306b\u6d3b\u7528\u3067\u304d\u308b\u30b9\u30ad\u30eb\u304c\u8eab\u306b\u3064\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u53d7\u8b1b\u7279\u5178<\/strong>\uff1a\u53d7\u8b1b\u671f\u9593\u4e2d\u300159\u7a2e\u985e\u306e\u5145\u5b9f\u3057\u305fAI Academy\u306e\u30aa\u30ea\u30b8\u30ca\u30eb\u30c6\u30ad\u30b9\u30c8\u3092\u4f7f\u3044\u306a\u304c\u3089\u5b66\u3093\u3067\u3044\u305f\u3060\u3051\u307e\u3059\u3002 \u4f8b\uff09\u300c\u6a5f\u68b0\u5b66\u7fd2\u306b\u5fc5\u8981\u306a\u6570\u5b66\u7de8\u300d\u300c\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u7406\u8ad6\u3068\u5b9f\u88c5\u7de8\u300d\u300c\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u7de8\u300d\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u5165\u9580\u7de8\u300d\u306a\u3069<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/lin.ee\/3E4GzWk\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"347\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u751f\u6210AI_\u30a6\u30a7\u30d3\u30ca\u30fc_0310-1024x347.png\" alt=\"\" class=\"wp-image-6652\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u751f\u6210AI_\u30a6\u30a7\u30d3\u30ca\u30fc_0310-1024x347.png 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u751f\u6210AI_\u30a6\u30a7\u30d3\u30ca\u30fc_0310-300x102.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u751f\u6210AI_\u30a6\u30a7\u30d3\u30ca\u30fc_0310-768x260.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u751f\u6210AI_\u30a6\u30a7\u30d3\u30ca\u30fc_0310-1536x521.png 1536w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u751f\u6210AI_\u30a6\u30a7\u30d3\u30ca\u30fc_0310-2048x694.png 2048w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u751f\u6210AI_\u30a6\u30a7\u30d3\u30ca\u30fc_0310-940x319.png 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-3\">\u2728AI\u4eba\u6750\u30b3\u30fc\u30b9 \u53d7\u8b1b\u304a\u7533\u8fbc\u307f\u53d7\u4ed8\u4e2d\uff01<\/h2>\n\n\n\n<p><strong> <span class=\"sgb-label-main-c\">AI Academy Bootcamp LINE\u516c\u5f0f<\/span><\/strong> \u3067\u306f\u3001AI\u30ea\u30c6\u30e9\u30b7\u30fc\u304b\u3089Python\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3001Web\u958b\u767a\u307e\u3067\u5b66\u3079\u308b<strong>AI\u4eba\u6750\u30b3\u30fc\u30b9<\/strong> \u3092\u3054\u7528\u610f\uff01\u3055\u3089\u306b\u304a\u5f97\u306a\u5272\u5f15\u30af\u30fc\u30dd\u30f3\u3082\u30d7\u30ec\u30bc\u30f3\u30c8\u3057\u3066\u3044\u307e\u3059\uff01<\/p>\n\n\n\n<p><strong>\u5358\u72ec\u3067\u5b66\u3076\u3088\u308a\u3001\u5168\u30b3\u30fc\u30b9\u3092\u4e00\u6c17\u306b\u5b66\u3076\u3053\u3068\u3067\u5f97\u3089\u308c\u308b\u300c\u5b66\u7fd2\u30b7\u30ca\u30b8\u30fc\u52b9\u679c\u300d\u304c\u7279\u9577\u3002<\/strong><br>\u57fa\u790e\u304b\u3089\u5fdc\u7528\u307e\u3067\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3068AI\u958b\u767a\u306e\u30b9\u30ad\u30eb\u3092\u52b9\u7387\u3088\u304f\u8eab\u306b\u3064\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/lin.ee\/3E4GzWk\" target=\"_blank\" rel=\" noreferrer noopener nofollow\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"349\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u30af\u30fc\u30dd\u30f3Media06-1024x349.png\" alt=\"\" class=\"wp-image-7228\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u30af\u30fc\u30dd\u30f3Media06-1024x349.png 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u30af\u30fc\u30dd\u30f3Media06-300x102.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u30af\u30fc\u30dd\u30f3Media06-768x261.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u30af\u30fc\u30dd\u30f3Media06-1536x523.png 1536w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u30af\u30fc\u30dd\u30f3Media06-2048x697.png 2048w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/\u30af\u30fc\u30dd\u30f3Media06-940x320.png 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/a><\/figure>\n\n\n\n<p><strong><span class=\"keiko_green\">\u300c\u52d5\u753b\u30d7\u30e9\u30f3\u300d\u306e\u304a\u3059\u3059\u3081\u30dd\u30a4\u30f3\u30c8\u3092\u4ee5\u4e0b\u306e\u52d5\u753b\u3067\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\uff01<\/span><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-video\" style=\"max-width: 50%; margin: 0;\">\n    <video id=\"promo_video_03\" data-video-id=\"promo_video_03\" controls src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2025\/01\/media_movie_250116.mp4\" style=\"width: 100%; height: auto;\">\n    <\/video>\n<\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><span class=\"keiko_green\"><strong>\u52d5\u753b\u30d7\u30e9\u30f3\u3092\u53d7\u8b1b\u3055\u308c\u305f\u65b9\u306e\u30ea\u30a2\u30eb\u306a\u30ec\u30d3\u30e5\u30fc\u3067\u3059\u3002<\/strong>\u53d7\u8b1b\u3092\u3054\u691c\u8a0e\u4e2d\u306e\u65b9\u3001\u305c\u3072\u30c1\u30a7\u30c3\u30af\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\uff01<\/span><\/p>\n\n\n\n<figure class=\"wp-block-video\" style=\"max-width: 50%; margin: 0;\">\n    <video id=\"promo_video_04\" data-video-id=\"promo_video_04\" controls src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2025\/01\/media_movie_review_spring.mp4\" style=\"width: 100%; height: auto;\">\n    <\/video>\n<\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-4\">\ud83c\udf81\u3061\u3087\u3063\u3068\u3072\u3068\u606f ! \u696d\u52d9\u3084\u5b66\u7fd2\u306b\u5f79\u7acb\u3064\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3092\u30d7\u30ec\u30bc\u30f3\u30c8 !<\/h1>\n\n\n\n<p>\u30aa\u30f3\u30e9\u30a4\u30f3\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30af\u30fc\u30eb\u306e<strong>AI Academy Bootcamp LINE\u516c\u5f0f\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc<\/strong>\u3067\u306f\u7121\u6599\u52d5\u753b\u3001\u8b1b\u5ea7\u3001\u6700\u65b0\u6280\u8853\u8cc7\u6599\u306a\u3069\u3001\u5b66\u7fd2\u3084\u696d\u52d9\u306b\u5f79\u7acb\u3064\u79c0\u9038\u306a\u6559\u6750\u3084\u5b9f\u8df5\u7684\u306a\u30ea\u30bd\u30fc\u30b9\u3092\u8c4a\u5bcc\u306b\u53d6\u308a\u63c3\u3048\u3066\u3044\u307e\u3059\uff01\u6bce\u9031\u65b0\u3057\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u3082\u66f4\u65b0\u4e2d\u3067\u3059\u3002LINE\u53cb\u3060\u3061\u767b\u9332\u3067\u30d7\u30ec\u30bc\u30f3\u30c8\u3057\u307e\u3059\u3002\u305c\u3072\u3054\u6d3b\u7528\u304f\u3060\u3055\u3044\uff01<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/lin.ee\/3E4GzWk\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"765\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/11\/Media_Library3-1024x765.png\" alt=\"\" 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