{"id":984,"date":"2022-01-02T17:16:31","date_gmt":"2022-01-02T08:16:31","guid":{"rendered":"https:\/\/aiacademy.jp\/media\/?p=984"},"modified":"2025-06-12T15:59:56","modified_gmt":"2025-06-12T06:59:56","slug":"%e3%80%90%e5%88%9d%e5%ad%a6%e8%80%85%e5%90%91%e3%81%91%e3%80%91python-%e7%9b%ae%e7%9a%84%e5%88%a5-%e5%ad%a6%e7%bf%92%e3%83%ad%e3%83%bc%e3%83%89%e3%83%9e%e3%83%83%e3%83%97","status":"publish","type":"post","link":"https:\/\/aiacademy.jp\/media\/?p=984","title":{"rendered":"\u3010\u521d\u5b66\u8005\u5411\u3051\u3011Python\u306e\u5b66\u7fd2\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\uff010\u304b\u3089\u7fd2\u5f97\u3059\u308b\u306b\u306f\uff1f \u76ee\u7684\u5225\u306b\u7d39\u4ecb\uff01"},"content":{"rendered":"\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\">\u3053\u306e\u8a18\u4e8b\u306e\u5bfe\u8c61\u8005<\/a>      <\/li>      <li>        <a href=\"#i-1\">\u5bfe\u8c61\u3067\u306f\u306a\u3044\u65b9<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-2\">Python\u3067\u3067\u304d\u308b\u3053\u3068<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-3\">1. Web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0<\/a>    <ul class=\"menu_level_1\">      <li class=\"first last\">        <a href=\"#i-4\">2. \u6a5f\u68b0\u5b66\u7fd2<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-5\">3. \u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0<\/a>  <\/li>  <li>    <a href=\"#i-6\"><\/a>  <\/li>  <li>    <a href=\"#i-7\">4. \u30c7\u30fc\u30bf\u5206\u6790<\/a>  <\/li>  <li>    <a href=\"#i-8\">5. \u753b\u50cf\u8a8d\u8b58\u30fb\u753b\u50cf\u51e6\u7406<\/a>  <\/li>  <li>    <a href=\"#i-9\">6. \u696d\u52d9\u52b9\u7387\u5316\u30d7\u30ed\u30b0\u30e9\u30e0<\/a>  <\/li>  <li>    <a href=\"#i-10\">7. Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/a>  <\/li>  <li>    <a href=\"#i-11\">8. \u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u30a2\u30d7\u30ea\u958b\u767a<\/a>  <\/li>  <li>    <a href=\"#i-12\">9. \u30b2\u30fc\u30e0\u958b\u767a<\/a>  <\/li>  <li>    <a href=\"#i-13\">10. \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30fb\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/a>  <\/li>  <li>    <a href=\"#i-14\">\u5b66\u7fd2\u30ed\u30fc\u30c9\u30de\u30c3\u30d7<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-16\">\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 class=\"last\">        <a href=\"#i-17\">\u307e\u3068\u3081<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-18\">Python\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\">\u3053\u306e\u8a18\u4e8b\u306e\u5bfe\u8c61\u8005<\/h2>\n\n\n\n<p>\u30fbPython\u3067\u4f55\u304c\u3067\u304d\u308b\u306e\u304b\u77e5\u308a\u305f\u3044\u65b9<br>\u30fbPython\u3092\u4f7f\u3063\u3066\u81ea\u8eab\u306e\u3057\u305f\u3044\u3053\u3068\u3092\u6700\u77ed\u30eb\u30fc\u30c8\u3067\u5b9f\u73fe\u3057\u305f\u3044\u65b9<br>\u30fbPython\u5b66\u7fd2\u306e\u52b9\u7387\u7684\u306a\u5b66\u7fd2\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u304c\u77e5\u308a\u305f\u3044\u65b9<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-1\">\u5bfe\u8c61\u3067\u306f\u306a\u3044\u65b9<\/h2>\n\n\n\n<p>\u30fb\u666e\u6bb5\u306e\u696d\u52d9\u3067Python\u3092\u4e2d\u5fc3\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u65b9<br>\u30fbPython\u306b\u8208\u5473\u306e\u306a\u3044\u65b9<br>\u30fb\u65e2\u306bPython\u3067\u3067\u304d\u308b\u3053\u3068\u3092\u77e5\u3063\u3066\u3044\u308b\u65b9<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-2\">Python\u3067\u3067\u304d\u308b\u3053\u3068<\/h2>\n\n\n\n<p>Python\u3067\u3067\u304d\u308b\u3053\u3068\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>1. Web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\n2. \u6a5f\u68b0\u5b66\u7fd2\u30fb\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30fb\u6700\u9069\u5316\n3. \u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\n4. \u30c7\u30fc\u30bf\u5206\u6790\n5. \u753b\u50cf\u8a8d\u8b58\u30fb\u753b\u50cf\u51e6\u7406\n6. \u696d\u52d9\u52b9\u7387\u5316\u30d7\u30ed\u30b0\u30e9\u30e0\n7. Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a \n8. \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30fb\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\n9. \u30b2\u30fc\u30e0\u958b\u767a\n10. Android\u30a2\u30d7\u30ea\u958b\u767a\n11. \u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u5236\u4f5c\n12. \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u64cd\u4f5c\n13. \u4e26\u5217\u5316\n14. \u30a4\u30f3\u30d5\u30e9\u69cb\u7bc9\u81ea\u52d5\u5316\n15. \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\n16. \u975e\u540c\u671f\u51e6\u7406\n<\/code><\/pre>\n\n\n\n<p>\u300e11. \u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u5236\u4f5c\u300f\u4ee5\u964d\u306f\u4ed6\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3067\u3082\u3067\u304d\u308b\u4e8b\u304c\u591a\u3044\u3067\u3059\u304c\u3001\u305d\u308c\u3089\u3092\u9664\u3044\u3066\u3082Python\u8a00\u8a9e1\u3064\u3067\u3001\u975e\u5e38\u306b\u591a\u304f\u306e\u3053\u3068\u304c\u3067\u304d\u308b\u3053\u3068\u304c\u308f\u304b\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u4e3b\u306b1~10\u307e\u3067\u306b\u95a2\u3057\u3066\u8a18\u8ff0\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-3\">1. Web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0<\/h1>\n\n\n\n<p>Web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3068\u306f\u3001Web\u4e0a\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u6280\u8853\u3067\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u30fb\u6bce\u65e5\u767a\u4fe1\u3055\u308c\u308bAI\u306b\u95a2\u3059\u308b\u30cb\u30e5\u30fc\u30b9\u3092\u30b9\u30af\u30ec\u30d4\u30f3\u30b0<br>\u30fb\u4f1a\u54e1\u5236EC\u30b5\u30a4\u30c8\u306b\u81ea\u52d5\u7684\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u3066\u3001\u305d\u306e\u30b5\u30a4\u30c8\u3067\u306e\u76f4\u8fd1\u306e\u8cfc\u5165\u5c65\u6b74\u3092\u53d6\u5f97\u3059\u308b<br>\u30fb\u6c42\u4eba\u30b5\u30a4\u30c8\u304b\u3089\u5fc5\u8981\u306a\u60c5\u5831\u306e\u307f\u3092\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3057\u3066\u3001\u55b6\u696d\u30ea\u30b9\u30c8\u3092\u81ea\u52d5\u4f5c\u6210\u3059\u308b<\/p>\n<\/blockquote>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u3053\u3068\u306f\u3001Web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3067\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<br>Python\u3067Web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3059\u308b\u306b\u306f\u3001<strong>selenium<\/strong>\u3084<strong>beautifulSoup<\/strong>\u3068\u3044\u3063\u305f\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u5229\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/aiacademy.jp\/media\/?p=2116\" title=\"\u95a2\u9023\u8a18\u4e8b\uff1a\u3010\u521d\u5fc3\u8005\u5411\u3051\u30fb\u4fdd\u5b58\u7248\u3011Python\u3067Web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3057\u3066\u307f\u3088\u3046\uff01\">\u95a2\u9023\u8a18\u4e8b\uff1a\u3010\u521d\u5fc3\u8005\u5411\u3051\u30fb\u4fdd\u5b58\u7248\u3011Python\u3067Web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3057\u3066\u307f\u3088\u3046\uff01<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-4\">2. \u6a5f\u68b0\u5b66\u7fd2<\/h2>\n\n\n\n<p>scikit-learn\u3092\u6271\u3046\u3053\u3068\u3067\u6a5f\u68b0\u5b66\u7fd2\u306e\u4e3b\u8981\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6271\u3046\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<br>\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3051\u308b\u5fc5\u9808\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u3001NumPy\u3001Pandas\u3001Matplotlib\u3001seaborn\u3001scikit-learn\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<br>\u4ed6\u306b\u3082\u753b\u50cf\u9818\u57df\u3067\u3059\u3068\u3001keras\u3001OpenCV\u3001Pillow\u3001\u30c6\u30ad\u30b9\u30c8\u9818\u57df\u3067\u3059\u3068\u3001mecab\u3084Gensim\u306a\u3069\u3082\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308b\u3068\u826f\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-5\"><br>3. \u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0<\/h1>\n\n\n\n<p>\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u3068\u306f\u6587\u5b57\u5217\u3092\u5bfe\u8c61\u306b\u3057\u305f\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u3053\u3068\u3067\u3001\u6587\u7ae0\u306a\u3069\u306e\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u304b\u3089\u8a00\u8a9e\u89e3\u6790\u3084\u7d71\u8a08\u89e3\u6790\u306a\u3069\u3092\u6d3b\u7528\u3057\u3001\u300e\u610f\u5473\u306e\u3042\u308b\u60c5\u5831\u300f\u3092\u53d6\u308a\u51fa\u3059\u3053\u3068\u3067\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u5206\u6790\u624b\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<p>Python\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u306f\u3001<strong>mecab<\/strong>\u3084<strong>gensim<\/strong>\u306a\u3069\u3092\u4f7f\u3046\u3068\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>SNS\u306e\u6295\u7a3f(Twitter\u306e\u30c4\u30a4\u30fc\u30c8\u306a\u3069)\u3092\u5206\u6790\u3057\u305f\u308a\u3001\u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u5206\u6790\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/aiacademy.jp\/media\/?p=3659\" title=\"\u95a2\u9023\u8a18\u4e8b\uff1a\u3010\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u3011WordCloud\uff08\u30ef\u30fc\u30c9\u30af\u30e9\u30a6\u30c9\uff09\u3068\u306f\">\u95a2\u9023\u8a18\u4e8b\uff1a\u3010\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u3011WordCloud\uff08\u30ef\u30fc\u30c9\u30af\u30e9\u30a6\u30c9\uff09\u3068\u306f<\/a><\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-6\"><strong><\/strong><a href=\"https:\/\/qiita.com\/tani_AI_Academy\/items\/3edc5effeb386ae3caa9#%E3%83%87%E3%83%BC%E3%82%BF%E5%88%86%E6%9E%90\" rel=\"nofollow noopener\" target=\"_blank\"><\/a><\/h1>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-7\">4. \u30c7\u30fc\u30bf\u5206\u6790<\/h1>\n\n\n\n<p>Python\u3067\u30c7\u30fc\u30bf\u5206\u6790\u3092\u3057\u305f\u3044\u5834\u5408\u306f\u3001<strong>Pandas<\/strong>\u3068\u3044\u3046\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3044\u307e\u3059\u3002<br>\u307e\u305f\u3001matplotlib\u3084seaborn\u3068\u3044\u3046\u30e9\u30a4\u30d6\u30e9\u30ea\u3082\u5408\u308f\u305b\u3066\u4f7f\u3048\u308b\u3068\u30b0\u30e9\u30d5\u3092\u63cf\u753b\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<br>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u9818\u57df\u3067\u306f\u3001Python\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u76f8\u95a2\u5206\u6790\u3084\u30b3\u30db\u30fc\u30c8\u5206\u6790\u3001\u30d1\u30ec\u30fc\u30c8\u56f3\u3084\u30d0\u30d6\u30eb\u30c1\u30e3\u30fc\u30c8\u306e\u53ef\u8996\u5316\u3001\u56de\u5e30\u5206\u6790\u7b49\u306e\u5206\u6790\u624b\u6cd5\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/aiacademy.jp\/media\/?p=803\" title=\"\u95a2\u9023\u8a18\u4e8b\uff1a\u3010\u521d\u5fc3\u8005\u5411\u3051\u3011\u72ec\u5b66\u3067\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u306a\u308b\u306b\u306f\uff1f \u52c9\u5f37\u6642\u9593\u30840\u304b\u3089\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u306b\u3064\u3044\u3066\u89e3\u8aac\uff01\">\u95a2\u9023\u8a18\u4e8b\uff1a\u3010\u521d\u5fc3\u8005\u5411\u3051\u3011\u72ec\u5b66\u3067\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u306a\u308b\u306b\u306f\uff1f \u52c9\u5f37\u6642\u9593\u30840\u304b\u3089\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u306b\u3064\u3044\u3066\u89e3\u8aac\uff01<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/aiacademy.jp\/media\/?p=4127\" title=\"\u95a2\u9023\u8a18\u4e8b\uff1a\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u30b9\u30af\u30fc\u30eb\u30fb\u8b1b\u5ea714\u9078\uff01\u793e\u4f1a\u4eba\u306b\u304a\u3059\u3059\u3081\u306a\u306e\u306f\uff1f\">\u95a2\u9023\u8a18\u4e8b\uff1a\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u30b9\u30af\u30fc\u30eb\u30fb\u8b1b\u5ea714\u9078\uff01\u793e\u4f1a\u4eba\u306b\u304a\u3059\u3059\u3081\u306a\u306e\u306f\uff1f<\/a><\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-8\">5. \u753b\u50cf\u8a8d\u8b58\u30fb\u753b\u50cf\u51e6\u7406<\/h1>\n\n\n\n<p>\u753b\u50cf\u8a8d\u8b58\u3067\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u304c\u6271\u3048\u308b\u30e9\u30a4\u30d6\u30e9\u30ea(keras\u3084TensorFlow\u306a\u3069)\u3092\u4f7f\u3063\u3066\u5199\u771f\u306b\u5199\u3063\u3066\u3044\u308b\u753b\u50cf\u304c\u4f55\u304b\u3092\u691c\u51fa\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br><a href=\"https:\/\/aiacademy.jp\/texts\/#dl_experience\" rel=\"noreferrer noopener\" target=\"_blank\">AI Academy \u753b\u50cf\u8a8d\u8b58<\/a><\/p>\n\n\n\n<p>\u753b\u50cf\u51e6\u7406\u3092\u3057\u305f\u3044\u5834\u5408\u306f\u3001OpenCV\u3084Pillow\u306a\u3069\u306e\u753b\u50cf\u51e6\u7406\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3046\u3068\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-9\"><br>6. \u696d\u52d9\u52b9\u7387\u5316\u30d7\u30ed\u30b0\u30e9\u30e0<\/h1>\n\n\n\n<p>Python\u3092\u4f7f\u3046\u3068\u3001\u5148\u307b\u3069\u306e\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3092\u4f7f\u3063\u3066\u3001\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u3067\u53ce\u96c6\u3057\u305f\u308a\u3001Excel\u51e6\u7406\u304c\u3067\u304d\u305f\u308a\u3001\u305f\u304f\u3055\u3093\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u4e00\u77ac\u3067\u4f5c\u6210\u3057\u305f\u308a\u3001Twitter\u306e\u30e6\u30fc\u30b6\u30fc\u3092\u81ea\u52d5\u3067\u30d5\u30a9\u30ed\u30fc\u3057\u305f\u308a\u30011000\u4eba\u306b\u4e00\u62ec\u30e1\u30fc\u30eb\u3092\u9001\u3063\u305f\u308a\u306a\u3069\u69d8\u3005\u306a\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-10\">7. Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/h1>\n\n\n\n<p>Python\u3067\u306f\u3001<a href=\"https:\/\/www.gradio.app\/\" title=\"Gradio\" rel=\"nofollow noopener\" target=\"_blank\">Gradio<\/a>\u3084<a href=\"https:\/\/msiz07-flask-docs-ja.readthedocs.io\/ja\/latest\/\" title=\"Flask\" rel=\"nofollow noopener\" target=\"_blank\">Flask<\/a>\u3001Django\u3068\u3044\u3063\u305f\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f\u6b21\u306e\u3088\u3046\u306a\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Django\u3092\u4f7f\u3063\u305fTwitter\u30af\u30ed\u30fc\u30f3\u4f5c\u6210\nFlask\u3068MySQL\u3067ToDo\u30a2\u30d7\u30ea\u3092\u5b9f\u88c5\u3057\u3088\u3046\n\u6a5f\u68b0\u5b66\u7fd2\u3067\u82b1\u3092\u5224\u5b9a\u3059\u308bWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u308d\u3046\uff01\n<\/code><\/pre>\n\n\n\n<p>\u3053\u308c\u3089\u5168\u3066\u306f\u3001<a rel=\"noreferrer noopener\" href=\"https:\/\/aiacademy.jp\/texts\/#api\" target=\"_blank\">AI Academy Web\u958b\u767a<\/a>\u3092\u5143\u306b\u9032\u3081\u308b\u3068\u4f5c\u308b\u3053\u3068\u304c\u51fa\u6765\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/aiacademy.jp\/media\/?p=3469\" title=\"\u95a2\u9023\u8a18\u4e8b\uff1aGradio\u3068\u306f\uff1f Python\u3067\u6a5f\u68b0\u5b66\u7fd2Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30b5\u30af\u30c3\u3068\u4f5c\u308d\u3046\uff01\">\u95a2\u9023\u8a18\u4e8b\uff1aGradio\u3068\u306f\uff1f Python\u3067\u6a5f\u68b0\u5b66\u7fd2Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30b5\u30af\u30c3\u3068\u4f5c\u308d\u3046\uff01<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/aiacademy.jp\/media\/?p=57\" title=\"\u95a2\u9023\u8a18\u4e8b\uff1a\u3010Python\u3011Flask\u3068\u306f\uff1fFlask\u3067Web\u958b\u767a\u306e\u57fa\u790e\u3092\u5b66\u307c\u3046\uff01\">\u95a2\u9023\u8a18\u4e8b\uff1a\u3010Python\u3011Flask\u3068\u306f\uff1fFlask\u3067Web\u958b\u767a\u306e\u57fa\u790e\u3092\u5b66\u307c\u3046\uff01<\/a><\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-11\">8. \u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u30a2\u30d7\u30ea\u958b\u767a<\/h1>\n\n\n\n<p>Python\u3067\u306f\u3001<a href=\"https:\/\/www.qpython.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">QPython<\/a>\u3084<a href=\"https:\/\/kivy.org\/#home\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Kivy<\/a>\u3092\u7528\u3044\u308b\u3053\u3068\u3067Android\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u307e\u305f\u3001<a href=\"https:\/\/github.com\/kivy\/kivy-ios\" title=\"kivy-ios\" rel=\"nofollow noopener\" target=\"_blank\">kivy-ios<\/a>\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001Kivy\u3067\u4f5c\u6210\u3057\u305f\u30a2\u30d7\u30ea\u3092iOS\u5411\u3051\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3067\u3059\u304c\u3001\u672c\u683c\u7684\u306aAndroid\u30a2\u30d7\u30ea\u958b\u767a\u3092\u3055\u308c\u308b\u5834\u5408\u306f\u3001<strong>Java<\/strong>\u3084<strong>Kotlin<\/strong>\u3092\u4f7f\u3046\u65b9\u304c\u3001\u30cd\u30c3\u30c8\u4e0a\u306b\u60c5\u5831\u91cf\u591a\u304b\u3063\u305f\u308a\u3001\u591a\u304f\u306eAndroid\u30a2\u30d7\u30ea\u306fJava\u3067\u958b\u767a\u3055\u308c\u3066\u3044\u308b\u306e\u3067Python\u3067\u306f\u306a\u3044\u65b9\u304c\u826f\u304b\u3063\u305f\u308a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-12\"><br>9. \u30b2\u30fc\u30e0\u958b\u767a<\/h1>\n\n\n\n<p>Python\u3067\u30b2\u30fc\u30e0\u3092\u4f5c\u308a\u305f\u3044\u5834\u5408\u306f\u3001<a href=\"https:\/\/www.pygame.org\/news\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Pygame<\/a>\u3001<a href=\"https:\/\/kivy.org\/#home\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Kivy<\/a>\u3084<a href=\"https:\/\/docs.python.jp\/3\/library\/tkinter.html\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Tkinter<\/a>\u306a\u3069\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u958b\u767a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-13\">10. \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30fb\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/h1>\n\n\n\n<p><a href=\"https:\/\/scapy.net\/\" rel=\"noreferrer noopener nofollow\" target=\"_blank\">Scapy<\/a>\u3092\u4f7f\u3046\u4e8b\u3067\u3001\u30d1\u30b1\u30c3\u30c8\u751f\u6210\u3084\u9001\u53d7\u4fe1\u304c\u53ef\u80fd\u3067\u3059\u3002<br>\uff08\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8106\u5f31\u6027\u8a3a\u65ad\u306b\u7279\u5316\u3057\u305fKali Linux\uff08\u30ab\u30fc\u30ea\u30fc\u30ea\u30ca\u30c3\u30af\u30b9\uff09\u306b\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u305f\u308a\u3057\u307e\u3059\u3002\uff09<\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-14\"><br>\u5b66\u7fd2\u30ed\u30fc\u30c9\u30de\u30c3\u30d7<\/h1>\n\n\n\n<p>\u3053\u3053\u307e\u3067\u306f\u3001Python\u3067\u3067\u304d\u308b\u3053\u3068\u309210\u9078\u7d39\u4ecb\u3044\u305f\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u7bc0\u3067\u306f\u3001Python\u306e\u76ee\u7684\u5225\u5b66\u7fd2\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6b21\u306e\u56f3\u3067\u3001\u81ea\u8eab\u304c\u3069\u308c\u306b\u9069\u3057\u3066\u3044\u308b\u304b\u78ba\u8a8d\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"760\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/01\/goal-1024x760.png\" alt=\"\" class=\"wp-image-985\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/01\/goal-1024x760.png 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/01\/goal-300x223.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/01\/goal-768x570.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/01\/goal-940x698.png 940w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/01\/goal.png 1288w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"i-15\">\u53f3\u5411\u304d\u77e2\u5370\u306e\u540d\u79f0\u306f\u5404\u30e9\u30a4\u30d6\u30e9\u30ea\u540d\u306b\u306a\u308a\u307e\u3059\u3002<br>\u30e9\u30a4\u30d6\u30e9\u30ea\u306fpip\u306a\u3069\u306e\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u3046\u3053\u3068\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u3067\u304d\u307e\u3059\u3002<\/h5>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-16\">\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\u3000<\/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-17\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Python\u3067\u3067\u304d\u308b\u3053\u3068\u3001Python\u306e\u76ee\u7684\u5225\u5b66\u7fd2\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3057\u305f\u3002Python\u3092\u7fd2\u5f97\u3059\u308b\u3053\u3068\u3067\u3001\u975e\u5e38\u306b\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u6d3b\u7528\u3067\u304d\u308b\u3053\u3068\u304c\u7406\u89e3\u3044\u305f\u3060\u3051\u305f\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u3053\u306e\u8a18\u4e8b\u304cPython\u3092\u3053\u308c\u304b\u3089\u5b66\u3076\u65b9\u306b\u3068\u3063\u3066\u5c11\u3057\u3067\u3082\u53c2\u8003\u306b\u306a\u308a\u307e\u3057\u305f\u3089\u5e78\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-18\"><br>Python\u30b9\u30ad\u30eb\u3092\u52b9\u7387\u3088\u304f\u8eab\u306b\u3064\u3051\u308b\u306b\u306f<\/h1>\n\n\n\n<p><meta charset=\"utf-8\">Python\u30b9\u30ad\u30eb\u3092\u52b9\u7387\u3088\u304f\u8eab\u306b\u3064\u3051\u308b\u306b\u306f\u8cea\u554f\u3057\u653e\u984c\u306e\u74b0\u5883\u3067\u5b66\u3076\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n<p><a title=\"\" href=\"https:\/\/aiacademy.jp\/bootcamp\" target=\"_blank\" rel=\"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<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u76ee\u6b21 \u3053\u306e\u8a18\u4e8b\u306e\u5bfe\u8c61\u8005 \u5bfe\u8c61\u3067\u306f\u306a\u3044\u65b9 Python\u3067\u3067\u304d\u308b\u3053\u3068 1. 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Web &#8230; <\/p>\n","protected":false},"author":1,"featured_media":985,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85,90],"tags":[],"class_list":{"0":"post-984","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-python","8":"category-90"},"_links":{"self":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/984","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\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=984"}],"version-history":[{"count":8,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/984\/revisions"}],"predecessor-version":[{"id":7590,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/984\/revisions\/7590"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/media\/985"}],"wp:attachment":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=984"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=984"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=984"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}