{"id":6929,"date":"2025-04-17T15:30:22","date_gmt":"2025-04-17T06:30:22","guid":{"rendered":"https:\/\/aiacademy.jp\/media\/?p=6929"},"modified":"2025-06-10T17:29:12","modified_gmt":"2025-06-10T08:29:12","slug":"streamlit%e3%81%a8%e3%81%af%ef%bc%9fpython%e3%81%a7%e5%8f%af%e8%a6%96%e5%8c%96web%e3%82%a2%e3%83%97%e3%83%aa%e3%82%92%e4%bd%9c%e3%82%8d%e3%81%86","status":"publish","type":"post","link":"https:\/\/aiacademy.jp\/media\/?p=6929","title":{"rendered":"Streamlit\u3068\u306f\uff1fPython\u3067\u53ef\u8996\u5316Web\u30a2\u30d7\u30ea\u3092\u4f5c\u308d\u3046"},"content":{"rendered":"\n<p><strong>\u3053\u306e\u8a18\u4e8b\u306f\u7d045\u5206\u3067\u8aad\u3081\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u3053\u306e\u8a18\u4e8b\u3067\u308f\u304b\u308b\u3053\u3068<\/strong><\/p>\n\n\n\n<p><strong>\u30fbStreamlit\u306e\u57fa\u672c\u6a5f\u80fd\u3068\u3001Python\u3060\u3051\u3067Web\u30a2\u30d7\u30ea\u304c\u4f5c\u308c\u308b\u7406\u7531<br>\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u696d\u52d9\u3084\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u3068\u3057\u3066\u306e\u6d3b\u7528\u65b9\u6cd5<br>\u30fb\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806\u304b\u3089Community Cloud\u306e\u4ed5\u7d44\u307f\u307e\u3067\u3001\u5c0e\u5165\u306b\u5fc5\u8981\u306a\u5b9f\u8df5\u60c5\u5831<\/strong><\/p>\n\n\n\n<p>Streamlit\u306fPython\u88fd\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9Web\u30a2\u30d7\u30ea\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002\u6570\u884c\u306e\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u3060\u3051\u3067\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30a2\u30d7\u30ea\u3092\u5373\u6642\u306b\u69cb\u7bc9\u3067\u304d\u3001Jupyter Notebook\u3068\u306e\u9023\u643a\u6027\u3082\u9ad8\u304f\u3001\u8c4a\u5bcc\u306a\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3068\u81ea\u52d5\u30ea\u30ed\u30fc\u30c9\u6a5f\u80fd\u306b\u3088\u308a\u30c7\u30fc\u30bf\u5206\u6790\u3084\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u958b\u767a\u3092\u8fc5\u901f\u306b\u9032\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><span class=\"keiko_green\">\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\">    <a href=\"#i-0\">Streamlit\u306e\u7279\u5fb4\u3068\u30e1\u30ea\u30c3\u30c8<\/a>  <\/li>  <li>    <a href=\"#i-1\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806\u3068\u57fa\u672c\u306e\u4f7f\u3044\u65b9\u7d39\u4ecb<\/a>  <\/li>  <li>    <a href=\"#i-5\">\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u6a5f\u80fd\u3067\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3092\u5411\u4e0a<\/a>  <\/li>  <li>    <a href=\"#i-6\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3078\u306e\u7d71\u5408\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3<\/a>  <\/li>  <li>    <a href=\"#i-7\">Streamlit\u3068Pandas\u306e\u9055\u3044\u306f\uff1f<\/a>  <\/li>  <li>    <a href=\"#i-8\">Streamlit\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u7121\u6599<\/a>  <\/li>  <li>    <a href=\"#i-9\">Streamlit Community Cloud\u306b\u3064\u3044\u3066<\/a>  <\/li>  <li>    <a href=\"#i-10\">\u5c0e\u5165\u30b3\u30b9\u30c8\u307e\u3068\u3081<\/a>  <\/li>  <li>    <a href=\"#i-11\">Streamlit\u306b\u95a2\u3059\u308b \u3088\u304f\u3042\u308b\u8cea\u554f\uff08FAQ\uff09<\/a>  <\/li>  <li>    <a href=\"#i-12\">\u307e\u3068\u3081 Streamlit\u3067\u5b9f\u73fe\u3059\u308b\u3001\u30b7\u30f3\u30d7\u30eb\u304b\u3064\u5b9f\u7528\u7684\u306aWeb\u30a2\u30d7\u30ea\u958b\u767a<\/a>  <\/li>  <li>    <a href=\"#i-13\">\u3082\u3063\u3068\u77e5\u308a\u305f\u3044\u65b9\u3078\uff01AI Academy\u306e\u300e\u751f\u6210AI\u30b3\u30fc\u30b9 or AI\u4eba\u6750\u30b3\u30fc\u30b9\u300f\u3092\u3054\u53d7\u8b1b\u3044\u305f\u3060\u304f\u3068\u3001\u4ee5\u4e0b\u306e\u6709\u6599\u30c6\u30ad\u30b9\u30c8\u3092\u8aad\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/a>  <\/li>  <li>    <a href=\"#i-16\">\u2728\u751f\u6210AI\u30b3\u30fc\u30b9 \u53d7\u8b1b\u304a\u7533\u8fbc\u307f\u53d7\u4ed8\u4e2d<\/a>  <\/li>  <li>    <a href=\"#i-17\">\u2728AI\u4eba\u6750\u30b3\u30fc\u30b9\u53d7\u8b1b\u304a\u7533\u8fbc\u307f\u53d7\u4ed8\u4e2d\uff01<\/a>  <\/li>  <li class=\"last\">    <a href=\"#i-18\">AI\u30b9\u30ad\u30eb\u3092\u52b9\u7387\u3088\u304f\u8eab\u306b\u3064\u3051\u308b\u306b\u306f<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><div class=\"toc\"><p><\/p>\n<\/div><h2 class=\"wp-block-heading\" id=\"i-0\">Streamlit\u306e\u7279\u5fb4\u3068\u30e1\u30ea\u30c3\u30c8<\/h2>\n\n\n\n<p>\u30fb\u6570\u884c\u306ePython\u30b3\u30fc\u30c9\u3067\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306aWeb\u30a2\u30d7\u30ea\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30fbFlask\u3084Django\u306e\u3088\u3046\u306a\u8907\u96d1\u306a\u8a2d\u5b9a\u306f\u4e0d\u8981\u3067\u3001\u30a2\u30a4\u30c7\u30a2\u691c\u8a3c\u3084\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u3092\u9ad8\u901f\u306b\u884c\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30fb\u8c4a\u5bcc\u306a\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\uff08\u30b9\u30e9\u30a4\u30c0\u30fc\u3084\u30bb\u30ec\u30af\u30c8\u30dc\u30c3\u30af\u30b9\uff09\u3092\u6a19\u6e96\u642d\u8f09\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30fb\u30b3\u30fc\u30c9\u4fdd\u5b58\u3067\u81ea\u52d5\u30ea\u30ed\u30fc\u30c9\u3057\u958b\u767a\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30fbJupyter Notebook\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u9023\u643a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30fb\u8ffd\u52a0\u306e\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u77e5\u8b58\u304c\u4e0d\u8981\u3067\u521d\u5fc3\u8005\u306b\u3082\u512a\u3057\u3044\u8a2d\u8a08\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30fb\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u6d3b\u767a\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304c\u6a5f\u80fd\u62e1\u5f35\u3092\u652f\u63f4\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-1\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806\u3068\u57fa\u672c\u306e\u4f7f\u3044\u65b9\u7d39\u4ecb<\/h2>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-2\">\uff11\uff0e<strong>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/strong><\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install streamlit\n<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-3\">\uff12\uff0e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u521d\u671f\u8a2d\u5b9a<\/h4>\n\n\n\n<p>\u30fb\u4efb\u610f\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u4f5c\u6210\u3057\u3001<code>app.py<\/code>\u30d5\u30a1\u30a4\u30eb\u3092\u7528\u610f\u3002<\/p>\n\n\n\n<p>\u30fb<code>app.py<\/code>\u306b\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3059\u308b\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-4\">\uff13\uff0e\u30a2\u30d7\u30ea\u306e\u8d77\u52d5<\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>streamlit run app.py\n<\/code><\/pre>\n\n\n\n<p>\u3053\u306e\u30b3\u30de\u30f3\u30c9\u3072\u3068\u3064\u3067\u30ed\u30fc\u30ab\u30eb\u30b5\u30fc\u30d0\u30fc\u304c\u7acb\u3061\u4e0a\u304c\u308a\u3001\u30d6\u30e9\u30a6\u30b6\u3067\u30a2\u30d7\u30ea\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u81ea\u52d5\u30ea\u30ed\u30fc\u30c9\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u304a\u308a\u3001\u30b3\u30fc\u30c9\u3092\u4fdd\u5b58\u3059\u308b\u3068\u5373\u5ea7\u306b\u753b\u9762\u304c\u66f4\u65b0\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-5\">\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u6a5f\u80fd\u3067\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3092\u5411\u4e0a<\/h2>\n\n\n\n<p>Streamlit\u306f\u30b9\u30e9\u30a4\u30c0\u30fc\u3084\u30bb\u30ec\u30af\u30c8\u30dc\u30c3\u30af\u30b9\u3001\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3001\u65e5\u4ed8\u30d4\u30c3\u30ab\u30fc\u306a\u3069\u591a\u5f69\u306a\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u6a19\u6e96\u3067\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<code>st.slider<\/code>\u3084<code>st.selectbox<\/code>\u3068\u3044\u3063\u305f\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u4f7f\u3046\u3060\u3051\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u306b\u5fdc\u3058\u305f\u52d5\u7684\u306a\u53ef\u8996\u5316\u304c\u53ef\u80fd\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u304c\u64cd\u4f5c\u3059\u308b\u305f\u3073\u306b\u30b0\u30e9\u30d5\u3084\u30c6\u30fc\u30d6\u30eb\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u66f4\u65b0\u3055\u308c\u3001\u5bfe\u8a71\u578b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u69cb\u7bc9\u304c\u9a5a\u304f\u307b\u3069\u7c21\u5358\u306b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-6\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3078\u306e\u7d71\u5408\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3<\/h2>\n\n\n\n<p>Jupyter Notebook\u3067\u4f5c\u6210\u3057\u305f\u5206\u6790\u30b3\u30fc\u30c9\u3092\u305d\u306e\u307e\u307eStreamlit\u306b\u8ee2\u7528\u3057\u3084\u3059\u304f\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u30b9\u30af\u30ea\u30d7\u30c8\u3082\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u6d3b\u767a\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304b\u3089\u63d0\u4f9b\u3055\u308c\u308b\u30ab\u30b9\u30bf\u30e0\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3084\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3001\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u5145\u5b9f\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u6a5f\u80fd\u3092\u62e1\u5f35\u3057\u305f\u308a\u3001\u30c7\u30b6\u30a4\u30f3\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-7\">Streamlit\u3068Pandas\u306e\u9055\u3044\u306f\uff1f<\/h2>\n\n\n<div id=\"id-05ae63a6-b9e2-4834-8ac8-90b5899d2a6c\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u7279\u5fb4<\/th><th>Streamlit<\/th><th>Pandas<\/th><\/tr><\/thead><tbody><tr><td>\u5229\u7528\u76ee\u7684<\/td><td>\u5206\u6790\u7d50\u679c\u3092\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306aWeb\u30a2\u30d7\u30ea\u3068\u3057\u3066\u53ef\u8996\u5316\u30fb\u5171\u6709<\/td><td>\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u8fbc\u307f\u30fb\u52a0\u5de5\u30fb\u96c6\u8a08<\/td><\/tr><tr><td>\u51fa\u529b\u5f62\u5f0f<\/td><td>\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u52d5\u4f5c\u3059\u308b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30a2\u30d7\u30ea\u753b\u9762<\/td><td>Notebook\u3084\u30b3\u30f3\u30bd\u30fc\u30eb\u4e0a\u3067\u306e\u30c6\u30fc\u30d6\u30eb\u30fb\u30c1\u30e3\u30fc\u30c8<\/td><\/tr><tr><td>\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u6027<\/td><td>\u30b9\u30e9\u30a4\u30c0\u30fc\u7b49\u306e\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u81ea\u52d5\u66f4\u65b0<\/td><td>\u30b3\u30fc\u30c9\u5b9f\u884c\u3054\u3068\u306b\u624b\u52d5\u3067\u66f4\u65b0<\/td><\/tr><tr><td>\u5fc5\u8981\u306a\u77e5\u8b58<\/td><td>Python\u306e\u307f\u3002HTML\/CSS\/JavaScript\u306f\u4e0d\u8981<\/td><td>Python\u306b\u3088\u308b\u30c7\u30fc\u30bf\u64cd\u4f5c\u30b9\u30ad\u30eb<\/td><\/tr><tr><td>\u5171\u6709\u306e\u624b\u8efd\u3055<\/td><td><code>streamlit run<\/code>\u3067\u5373\u8d77\u52d5\u3001Streamlit Community Cloud\u306b\u3088\u308bURL\u5171\u6709<\/td><td>Notebook\u30d5\u30a1\u30a4\u30eb\u5171\u6709\u3084\u72ec\u81ea\u30b5\u30fc\u30d0\u8a2d\u5b9a\u304c\u5fc5\u8981<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"i-8\">Streamlit\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u7121\u6599<\/h2>\n\n\n\n<p>\u30fb\u672c\u4f53\u306fMIT\u30e9\u30a4\u30bb\u30f3\u30b9\u3067\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001<code>pip install streamlit<\/code>\u3067\u7121\u511f\u5229\u7528\u3067\u304d\u307e\u3059<\/p>\n\n\n\n<p>\u30fb\u5546\u7528\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u3082\u8ffd\u52a0\u8cbb\u7528\u306a\u3057\u3067\u7d44\u307f\u8fbc\u3081\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30fb\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306fGitHub\u4e0a\u3067\u8ab0\u3067\u3082\u95b2\u89a7\u30fb\u6539\u5909\u30fb\u518d\u914d\u5e03\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-9\">Streamlit Community Cloud\u306b\u3064\u3044\u3066<\/h2>\n\n\n\n<p>\u30fb\u7121\u6599\u30d7\u30e9\u30f3\u3067\u306f\u30d1\u30d6\u30ea\u30c3\u30af\u516c\u958b\u306e\u307f\u53ef\u80fd\u3067\u3001\u7c21\u5358\u306b\u30a2\u30d7\u30ea\u3092\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30fb\u30c1\u30fc\u30e0\u5411\u3051\u6709\u6599\u30d7\u30e9\u30f3\u3067\u306f\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u914d\u4fe1\u3084\u30ea\u30bd\u30fc\u30b9\u5897\u5f37\u3001\u5c02\u7528\u30b5\u30dd\u30fc\u30c8\u304c\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-10\">\u5c0e\u5165\u30b3\u30b9\u30c8\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u30fb\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\uff1a\u5b8c\u5168\u7121\u6599<\/p>\n\n\n\n<p>\u30fb\u30aa\u30d5\u30a3\u30b7\u30e3\u30eb\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\uff1a\u7121\u6599\u30d7\u30e9\u30f3\u3042\u308a\u3001\u6709\u6599\u30d7\u30e9\u30f3\u306f\u8981\u691c\u8a0e<\/p>\n\n\n\n<p>\u30fb\u8ffd\u52a0\u306e\u30a4\u30f3\u30d5\u30e9\u30b3\u30b9\u30c8\u4e0d\u8981\u3067\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u306b\u8fd1\u3044\u611f\u899a\u3067\u5229\u7528\u958b\u59cb\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-11\">Streamlit\u306b\u95a2\u3059\u308b \u3088\u304f\u3042\u308b\u8cea\u554f\uff08FAQ\uff09<\/h2>\n\n\n\n<p><strong>Q1. Streamlit\u3068Flask\/Django\u3068\u306e\u9055\u3044\u306f\u4f55\u3067\u3059\u304b\uff1f<\/strong><br>A. Streamlit\u306fUI\u69cb\u7bc9\u3084\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u77e5\u8b58\u304c\u4e0d\u8981\u3067\u3001\u6570\u884c\u306ePython\u30b3\u30fc\u30c9\u3067\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306aWeb\u30a2\u30d7\u30ea\u304c\u4f5c\u308c\u307e\u3059\u3002\u4e00\u65b9\u3001Flask\u3084Django\u306f\u672c\u683c\u7684\u306aWeb\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3001HTML\/CSS\u3084\u30eb\u30fc\u30c8\u8a2d\u8a08\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>Q2. Jupyter Notebook\u3067\u4f5c\u3063\u305f\u30b3\u30fc\u30c9\u306f\u305d\u306e\u307e\u307e\u4f7f\u3048\u307e\u3059\u304b\uff1f<\/strong><br>A. \u591a\u304f\u306e\u5834\u5408\u3001Notebook\u3067\u4f7f\u7528\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u51e6\u7406\u30b3\u30fc\u30c9\u306f\u305d\u306e\u307e\u307eStreamlit\u30a2\u30d7\u30ea\u306b\u7d44\u307f\u8fbc\u3081\u307e\u3059\u3002\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u6027\u3092\u52a0\u3048\u305f\u3044\u90e8\u5206\u306b\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u633f\u5165\u3059\u308b\u3060\u3051\u3067\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<br>\u4f8b\uff1aIPython\u30de\u30b8\u30c3\u30af\u3084\u30bb\u30eb\u9593\u72b6\u614b\u306b\u4f9d\u5b58\u3059\u308b\u30b3\u30fc\u30c9\u306f\u3001\u30e2\u30b8\u30e5\u30fc\u30eb\u5316\u3084\u95a2\u6570\u5316\u3057\u3066\u304b\u3089\u79fb\u690d\u3059\u308b\u3068\u30b9\u30e0\u30fc\u30ba\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>Q3. \u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u306e\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u5927\u4e08\u592b\u3067\u3059\u304b\uff1f<\/strong><br>A. \u554f\u984c\u3042\u308a\u307e\u305b\u3093\u3002Streamlit\u306fPython\u3060\u3051\u3067\u5b8c\u7d50\u3059\u308b\u3088\u3046\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001HTML\u3084JavaScript\u306e\u77e5\u8b58\u306f\u4e0d\u8981\u3067\u3059\u3002\u30b9\u30e9\u30a4\u30c0\u30fc\u3084\u30bb\u30ec\u30af\u30c8\u30dc\u30c3\u30af\u30b9\u306a\u3069\u306eUI\u3082\u3001\u7c21\u5358\u306a\u30b3\u30fc\u30c9\u3067\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>Q4. \u5546\u7528\u5229\u7528\u3084\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u306b\u3082\u4f7f\u3048\u307e\u3059\u304b\uff1f<\/strong><br>A. \u53ef\u80fd\u3067\u3059\u3002Streamlit\u30e9\u30a4\u30d6\u30e9\u30ea\u306fApache License 2.0\u306e\u4e0b\u3067\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u5546\u7528\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u8ffd\u52a0\u8cbb\u7528\u306a\u304f\u7d44\u307f\u8fbc\u3081\u307e\u3059\u3002\u793e\u5185\u696d\u52d9\u306e\u53ef\u8996\u5316\u3084\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u3067\u3082\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>Q5. \u4f5c\u6210\u3057\u305f\u30a2\u30d7\u30ea\u306f\u3069\u3053\u306b\u516c\u958b\u3067\u304d\u307e\u3059\u304b\uff1f<\/strong><br>A. \u958b\u767a\u4e2d\u306f\u30ed\u30fc\u30ab\u30eb\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002Streamlit Community Cloud\u3067\u306f\u7121\u6599\u67a0\u3067\u3082\u300c1\u3064\u306e\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8app\u300d\u3068\u7121\u5236\u9650\u306e\u30d1\u30d6\u30ea\u30c3\u30afapp\u3092\u30c7\u30d7\u30ed\u30a4\u53ef\u80fd\u3067\u3059\u3002\u5927\u91cf\u306e\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8app\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001Enterprise Cloud\uff08\u4f01\u696d\u5951\u7d04\uff09\u3084\u81ea\u793e\u30b5\u30fc\u30d0\u30fc\u3078\u306e\u30c7\u30d7\u30ed\u30a4\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-12\">\u307e\u3068\u3081 Streamlit\u3067\u5b9f\u73fe\u3059\u308b\u3001\u30b7\u30f3\u30d7\u30eb\u304b\u3064\u5b9f\u7528\u7684\u306aWeb\u30a2\u30d7\u30ea\u958b\u767a<\/h2>\n\n\n\n<p>Streamlit\u306f\u3001\u300cPython\u3060\u3051\u3067\u5b8c\u7d50\u3059\u308b\u300d\u300c\u6570\u884c\u3067\u53ef\u8996\u5316\u30a2\u30d7\u30ea\u304c\u4f5c\u308c\u308b\u300d\u3068\u3044\u3046\u624b\u8efd\u3055\u3067\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068Web\u30a2\u30d7\u30ea\u958b\u767a\u306e\u30cf\u30fc\u30c9\u30eb\u3092\u5927\u304d\u304f\u4e0b\u3052\u307e\u3057\u305f\u3002<br>\u5f93\u6765\u306eWeb\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u6bd4\u3079\u3066\u3001\u30b3\u30fc\u30c9\u3082\u624b\u9806\u3082\u30b7\u30f3\u30d7\u30eb\u3067\u3001\u30a2\u30a4\u30c7\u30a2\u3092\u3059\u3050\u306b\u30ab\u30bf\u30c1\u306b\u3067\u304d\u308b\u70b9\u304c\u5f37\u307f\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6UI\u3084\u81ea\u52d5\u30ea\u30ed\u30fc\u30c9\u3001\u30af\u30e9\u30a6\u30c9\u5171\u6709\u306a\u3069\u3001\u521d\u5b66\u8005\u304b\u3089\u696d\u52d9\u306b\u6d3b\u304b\u3057\u305f\u3044\u4eba\u307e\u3067\u4f7f\u3048\u308b\u6a5f\u80fd\u304c\u305d\u308d\u3063\u3066\u3044\u3066\u3001\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u3084\u793e\u5185\u30c4\u30fc\u30eb\u958b\u767a\u306b\u304a\u3044\u3066\u3082\u6d3b\u7528\u306e\u5e45\u304c\u5e83\u304c\u308a\u307e\u3059\u3002<br>\u300c\u307e\u305a\u306f\u8a66\u3057\u3066\u307f\u305f\u3044\u300d\u300c\u624b\u65e9\u304f\u53ef\u8996\u5316\u3057\u305f\u3044\u300d\u3068\u601d\u3063\u305f\u3068\u304d\u3001Streamlit\u306f\u5b9f\u7528\u7684\u304b\u3064\u4fe1\u983c\u3067\u304d\u308b\u9078\u629e\u80a2\u306b\u306a\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-13\">\u3082\u3063\u3068\u77e5\u308a\u305f\u3044\u65b9\u3078\uff01AI Academy\u306e\u300e\u751f\u6210AI\u30b3\u30fc\u30b9 or AI\u4eba\u6750\u30b3\u30fc\u30b9\u300f\u3092\u3054\u53d7\u8b1b\u3044\u305f\u3060\u304f\u3068\u3001\u4ee5\u4e0b\u306e\u6709\u6599\u30c6\u30ad\u30b9\u30c8\u3092\u8aad\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/h2>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-14\"><strong>Streamlit\u3068\u306f<\/strong>\uff08\u53d7\u8b1b\u751f\u306e\u307f\u30a2\u30af\u30bb\u30b9\u53ef\uff09<\/h4>\n\n\n\n<p><a href=\"https:\/\/aiacademy.jp\/texts\/show\/?id=599&amp;context=subject-api\">https:\/\/aiacademy.jp\/texts\/show\/?id=599&amp;context=subject-api<\/a><\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-15\"><strong>Streamlit\u5165\u9580<\/strong>\uff08\u53d7\u8b1b\u751f\u306e\u307f\u30a2\u30af\u30bb\u30b9\u53ef\uff09<\/h4>\n\n\n\n<p><a href=\"https:\/\/aiacademy.jp\/texts\/show\/?id=600&amp;context=subject-api\">https:\/\/aiacademy.jp\/texts\/show\/?id=600&amp;context=subject-api<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-16\">\u2728\u751f\u6210AI\u30b3\u30fc\u30b9 \u53d7\u8b1b\u304a\u7533\u8fbc\u307f\u53d7\u4ed8\u4e2d<\/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-17\">\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><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-18\">AI\u30b9\u30ad\u30eb\u3092\u52b9\u7387\u3088\u304f\u8eab\u306b\u3064\u3051\u308b\u306b\u306f<\/h2>\n\n\n\n<p><a href=\"https:\/\/aiacademy.jp\/bootcamp\" target=\"_blank\" rel=\"noreferrer noopener\">AI Academy Bootcamp<\/a> \u3067\u306f<strong><span class=\"keiko_blue\">AI\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u5b9f\u8df5\u529b\u3092\u9ad8\u3081\u308b50\u6642\u9593\u4ee5\u4e0a\u306e\u52d5\u753b\u304c\u898b\u653e\u984c\uff01<\/span><\/strong>AI\u306e\u5b66\u7fd2\u306b\u5fc5\u9808\u306ePython\u306e\u5b66\u7fd2\u304b\u3089\u59cb\u307e\u308a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30fb\u6a5f\u68b0\u5b66\u7fd2\u306a\u3069\u3001\u76ee\u7684\u306b\u5fdc\u3058\u305f\u5e45\u5e83\u3044\u5206\u91ce\u3092\u30ab\u30d0\u30fc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/aiacademy.jp\/bootcamp\/?reaf=26136988214100068\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-30-23.04.52-1024x536-3.jpg\" alt=\"\" class=\"wp-image-4238\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-30-23.04.52-1024x536-3.jpg 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-30-23.04.52-1024x536-3-300x157.jpg 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-30-23.04.52-1024x536-3-768x402.jpg 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2024\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-30-23.04.52-1024x536-3-940x492.jpg 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u306f\u7d045\u5206\u3067\u8aad\u3081\u307e\u3059\u3002 \u3053\u306e\u8a18\u4e8b\u3067\u308f\u304b\u308b\u3053\u3068 \u30fbStreamlit\u306e\u57fa\u672c\u6a5f\u80fd\u3068\u3001Python\u3060\u3051\u3067Web\u30a2\u30d7\u30ea\u304c\u4f5c\u308c\u308b\u7406\u7531\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u696d\u52d9\u3084\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u3068\u3057\u3066\u306e\u6d3b\u7528\u65b9\u6cd5\u30fb\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806\u304b\u3089Community &#8230; <\/p>\n","protected":false},"author":5,"featured_media":6942,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85,224,223,110],"tags":[],"class_list":{"0":"post-6929","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-python","8":"category-streamlit","9":"category-web","10":"category-110"},"_links":{"self":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/6929","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6929"}],"version-history":[{"count":14,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/6929\/revisions"}],"predecessor-version":[{"id":7519,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/6929\/revisions\/7519"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/media\/6942"}],"wp:attachment":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6929"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6929"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6929"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}