{"id":652184,"date":"2025-10-23T08:17:59","date_gmt":"2025-10-23T07:17:59","guid":{"rendered":"https:\/\/blog.jetbrains.com\/pycharm\/2025\/09\/why-is-python-so-popular\/"},"modified":"2025-10-23T08:18:03","modified_gmt":"2025-10-23T07:18:03","slug":"why-is-python-so-popular","status":"publish","type":"pycharm","link":"https:\/\/blog.jetbrains.com\/ja\/pycharm\/2025\/10\/why-is-python-so-popular\/","title":{"rendered":"2025 \u5e74\u306b Python \u304c\u4eba\u6c17\u3092\u96c6\u3081\u3066\u3044\u308b\u7406\u7531\u3068\u306f\uff1f"},"content":{"rendered":"<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-652189 size-full\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/10\/PC-social-BlogFeatured-1280x720-1-9.png\" alt=\"\" width=\"1280\" height=\"720\" \/><\/figure>\n<p>\u4ed6\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u304c\u767b\u5834\u3057\u3066\u306f\u6d88\u3048\u3066\u3044\u304f\u4e00\u65b9\u3001Python \u306f\u6642\u306e\u652f\u63f4\u306b\u8010\u3048\u3001\u521d\u5fc3\u8005\u304b\u3089\u719f\u7df4\u306e\u30d7\u30ed\u306b\u81f3\u308b\u3042\u3089\u3086\u308b\u30ec\u30d9\u30eb\u306e\u958b\u767a\u8005\u304b\u3089\u6700\u3082\u3088\u304f\u9078\u3070\u308c\u308b\u8a00\u8a9e\u3068\u3057\u3066\u306e\u5730\u4f4d\u3092\u3057\u3063\u304b\u308a\u56fa\u3081\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30b7\u30b9\u30c6\u30e0\u3084\u30c7\u30fc\u30bf\u99c6\u52d5\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u6271\u3046\u5834\u9762\u306a\u3069\u3001Python \u306f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u69cb\u7bc9\u3001\u62e1\u5f35\u3001\u6700\u9069\u5316\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u300c2025 \u5e74\u958b\u767a\u8005\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u30a2\u30f3\u30b1\u30fc\u30c8\u300d\u3092\u542b\u3080\u591a\u304f\u306e\u8abf\u67fb\u3067\u306f\u3001Python \u306e\u7d99\u7d9a\u7684\u306a\u4eba\u6c17\u304c\u78ba\u8a8d\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u3053\u3053\u3067\u6c17\u306b\u306a\u308b\u306e\u306f\u3001Python \u304c\u958b\u767a\u8005\u304b\u3089\u9078\u3070\u308c\u7d9a\u3051\u3066\u3044\u308b\u7406\u7531\u3067\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u305d\u3053\u3092\u63a2\u3063\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u521d\u3081\u3066\u306e\u8a00\u8a9e\u3092\u9078\u3093\u3067\u3044\u308b\u65b9\u3067\u3042\u308c\u3001\u672c\u756a\u30ec\u30d9\u30eb\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u69cb\u7bc9\u3057\u3066\u3044\u308b\u65b9\u3067\u3042\u308c\u3001\u3053\u306e\u8a18\u4e8b\u306f Python \u304c\u958b\u767a\u8005\u304b\u3089\u6700\u3082\u9078\u3070\u308c\u3066\u3044\u308b\u8a00\u8a9e\u3067\u3042\u308a\u7d9a\u3051\u3066\u3044\u308b\u7406\u7531\u3092\u77e5\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<h2 class=\"wp-block-heading\">2025 \u5e74\u306e Python \u306e\u4eba\u6c17\u5ea6\u306f\uff1f<\/h2>\n<p>JetBrains \u306e 2025 \u5e74\u958b\u767a\u8005\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u30a2\u30f3\u30b1\u30fc\u30c8\u3067\u306f\u3001Python \u306f\u904e\u53bb 12 \u304b\u6708\u9593\u3067\u6700\u3082\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3067\u7b2c 2 \u4f4d\u306b\u30e9\u30f3\u30af\u30a4\u30f3\u3057\u300157% \u306e\u958b\u767a\u8005\u304c\u4f7f\u7528\u3057\u3066\u3044\u308b\u3068\u56de\u7b54\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>3 \u5206\u306e 1 \u4ee5\u4e0a\uff0834%\uff09\u304c Python \u3092\u4e3b\u8981\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u3057\u3066\u56de\u7b54\u3057\u3066\u3044\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u4e3b\u306a\u4f7f\u7528\u3068\u8a00\u3046\u70b9\u3067\u306f JavaScript\u3001Java\u3001\u304a\u3088\u3073 TypeScript \u3092\u8d85\u3048\u308b\u6570\u5024\u3067\u3059\u3002 \u307e\u305f\u3001\u6bd4\u8f03\u7684\u6700\u8fd1\u306e\u30b7\u30b9\u30c6\u30e0\u3084\u30cb\u30c3\u30c1\u306a\u5206\u91ce\u306e\u30c4\u30fc\u30eb\u3068\u306e\u6fc0\u3057\u3044\u7af6\u4e89\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u5065\u95d8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u7d71\u8a08\u304b\u3089\u3001\u719f\u7df4\u306e\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a8\u30f3\u30b8\u30cb\u30a2\u304b\u3089\u521d\u5fc3\u8005\u306e\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u307e\u3067\u306e\u591a\u69d8\u306a\u958b\u767a\u8005\u30bb\u30b0\u30e1\u30f3\u30c8\u3067\u95a2\u9023\u6027\u304c\u7dad\u6301\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u7d99\u7d9a\u7684\u306a\u6210\u529f\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u3068\u3068\u3082\u306b\u6210\u9577\u3059\u308b Python \u306e\u7279\u6027\u306b\u8d77\u56e0\u3059\u308b\u3082\u306e\u3067\u3059\u3002 Python \u306f\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u8e0f\u307f\u51fa\u3059\u306e\u306b\u8ca2\u732e\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u9ad8\u5ea6\u306a\u74b0\u5883\u306b\u304a\u3044\u3066\u3082\u4fa1\u5024\u3092\u4ed8\u52a0\u3057\u7d9a\u3051\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u958b\u767a\u8005\u306f\u30ad\u30e3\u30ea\u30a2\u3092\u901a\u3058\u3066\u30b9\u30ad\u30eb\u3068\u7d4c\u9a13\u3092\u7a4d\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u305d\u308c\u3067\u306f\u3001Python \u304c 2025 \u5e74 \u3082\u4eba\u6c17\u3092\u7dad\u6301\u3057\u3066\u3044\u308b\u7406\u7531\u3092\u63a2\u3063\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2 class=\"wp-block-heading\">1. AI \u3068\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3051\u308b\u512a\u4f4d\u6027<\/h2>\n<p>\u6700\u8fd1\u516c\u958b\u3055\u308c\u305f <a href=\"https:\/\/blog.jetbrains.com\/ja\/pycharm\/2025\/09\/the-state-of-python\/\"><em>2025 \u5e74 Python \u306e\u73fe\u72b6<\/em><\/a>\u30ec\u30dd\u30fc\u30c8\u3067\u306f\u3001Python \u958b\u767a\u8005\u306e 41% \u304c\u3053\u306e\u8a00\u8a9e\u3092\u6a5f\u68b0\u5b66\u7fd2\u306e\u5206\u91ce\u3067\u7279\u306b\u4f7f\u7528\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u308c\u306f\u3001Python \u304c\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30d3\u30b8\u30e7\u30f3\u3001\u30ec\u30b3\u30e1\u30f3\u30c9\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u306e\u5206\u91ce\u306e\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u63a8\u9032\u3057\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u5206\u91ce\u306b\u304a\u3051\u308b Python \u306e\u5f37\u307f\u306f\u3001\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u304b\u3089\u672c\u756a\u74b0\u5883\u306b\u81f3\u308b\u30d7\u30ed\u30bb\u30b9\u306e\u5168\u6bb5\u968e\u3067\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u70b9\u306b\u3042\u308a\u307e\u3059\u3002 \u307e\u305f\u3001\u67d4\u8edf\u6027\u304c\u9ad8\u304f\u3001\u6700\u5c0f\u9650\u306e\u624b\u9593\u3067\u6a5f\u68b0\u5b66\u7fd2\u904b\u7528\uff08MLOps\uff09\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>Python \u306e\u4eba\u6c17\u3092\u6700\u3082\u3088\u304f\u8aac\u660e\u3057\u3066\u3044\u308b\u7406\u7531\u306e 1 \u3064\u306b\u306f\u3001\u8868\u73fe\u529b\u304c\u8c4a\u304b\u3067\u8aad\u307f\u53d6\u308a\u3084\u3059\u304f\u3001\u52d5\u7684\u306a\u69cb\u6587\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002 \u3053\u306e\u69cb\u6587\u306b\u3088\u3063\u3066\u3001\u958b\u767a\u8005\u306f\u30dc\u30a4\u30e9\u30fc\u30d7\u30ec\u30fc\u30c8\u306b\u624b\u9593\u53d6\u308b\u3053\u3068\u306a\u304f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30eb\u30fc\u30d7\u3092\u4f5c\u6210\u3057\u3001\u30c6\u30f3\u30bd\u30eb\u3092\u64cd\u4f5c\u3057\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5168\u4f53\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u306a\u304c\u3089\u3001Python \u3092\u4e0d\u53ef\u6b20\u306a\u5b58\u5728\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u305d\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002<\/p>\n<p>\u4e2d\u6838\u3068\u306a\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u306f\u4ee5\u4e0b\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li>PyTorch &#8211; \u30ea\u30b5\u30fc\u30c1\u6307\u5411\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u597d\u9069<\/li>\n<\/ul>\n<ul>\n<li>TensorFlow &#8211; \u672c\u756a\u74b0\u5883\u306e\u30c7\u30d7\u30ed\u30a4\u3068\u62e1\u5f35\u306b\u597d\u9069<\/li>\n<li>Keras &#8211; \u8fc5\u901f\u306a\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u306b\u597d\u9069<\/li>\n<li>scikit-learn &#8211; \u5f93\u6765\u578b\u306e\u6a5f\u68b0\u5b66\u7fd2\u306b\u597d\u9069<\/li>\n<li><a href=\"https:\/\/blog.jetbrains.com\/pycharm\/2024\/11\/hugging-face-integration\/\">Hugging Face<\/a> Transformers \u2013 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u304a\u3088\u3073\u751f\u6210\u30e2\u30c7\u30eb\u306b\u597d\u9069<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u6210\u719f\u3057\u3066\u304a\u308a\u3001\u5341\u5206\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u76f8\u4e92\u904b\u7528\u6027\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u8fc5\u901f\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u958b\u767a\u3068\u5927\u898f\u6a21\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u308b\u8ca2\u732e\u306b\u3088\u308b\u6069\u6075\u3092\u53d7\u3051\u3066\u3044\u307e\u3059\u3002 GPU \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3\u3084\u5206\u6563\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304b\u3089\u30e2\u30c7\u30eb\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3084\u91cf\u5b50\u5316\u306b\u81f3\u308b\u3059\u3079\u3066\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Python \u306f\u3001<a href=\"https:\/\/blog.jetbrains.com\/pycharm\/2024\/10\/data-exploration-with-pandas\/\">pandas<\/a> \u3068 NumPy \u306b\u3088\u308b\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u304b\u3089 <a href=\"https:\/\/blog.jetbrains.com\/pycharm\/2024\/09\/how-to-use-fastapi-for-machine-learning\/\">FastAPI<\/a> \u3084 <a href=\"https:\/\/blog.jetbrains.com\/pycharm\/2022\/08\/flask-tutorial\/\">Flask<\/a> \u7d4c\u7531\u306e\u30e2\u30c7\u30eb\u306e\u63d0\u4f9b\u3001\u3055\u3089\u306b\u306f <a href=\"https:\/\/github.com\/vllm-project\/vllm\" target=\"_blank\" rel=\"noopener\">vLLM<\/a> \u306b\u3088\u308b LLM \u306e\u63a8\u8ad6\u306e\u63d0\u4f9b\u306b\u81f3\u308b\u307e\u3067\u3001\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u5168\u4f53\u306b\u3082\u5186\u6ed1\u306b\u53d6\u308a\u8fbc\u3081\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u3059\u3079\u3066\u304c\u7d44\u307f\u5408\u308f\u3055\u308b\u3053\u3068\u3067\u3001\u5b9f\u969b\u306b Python \u306e\u5916\u90e8\u3067\u4f5c\u696d\u3057\u306a\u304f\u3066\u3082\u5b9f\u7528\u7684\u306a AI \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3067\u304d\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<h2 class=\"wp-block-heading\">2. \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u89e3\u6790\u306b\u304a\u3051\u308b\u5f37\u307f<\/h2>\n<p>\u89e3\u6790\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u304b\u3089 ETL \u30b9\u30af\u30ea\u30d7\u30c8\u306b\u81f3\u308b\u307e\u3067\u3001Python \u306e\u67d4\u8edf\u6027\u306f\u3042\u3089\u3086\u308b\u696d\u754c\u3067\u3059\u3050\u306b\u89e3\u91c8\u53ef\u80fd\u306a\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002 \u7279\u306b\u3001\u6642\u7cfb\u5217\u89e3\u6790\u306a\u3069\u306e\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/blog.jetbrains.com\/ja\/pycharm\/2025\/09\/the-state-of-python\/\"><em>2025 \u5e74 Python \u306e\u73fe\u72b6<\/em><\/a>\u3067\u306f\u300151% \u306e\u56de\u7b54\u8005\u304c\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3068\u51e6\u7406\u306b\u95a2\u308f\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3057\u305f\u3002 \u3053\u308c\u306b\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30bf\u30b9\u30af\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30c7\u30fc\u30bf\u62bd\u51fa\u3001\u5909\u63db\u3001\u30ed\u30fc\u30c9\uff08ETL\uff09<\/li>\n<li>\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u89e3\u6790\uff08EDA\uff09<\/li>\n<li>\u7d71\u8a08\u304a\u3088\u3073\u4e88\u6e2c\u30e2\u30c7\u30ea\u30f3\u30b0<\/li>\n<li>\u53ef\u8996\u5316\u304a\u3088\u3073\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210<\/li>\n<li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u89e3\u6790<\/li>\n<li>\u30a4\u30f3\u30b5\u30a4\u30c8\u306e\u4f1d\u9054<\/li>\n<\/ul>\n<p>pandas\u3001NumPy\u3001Matplotlib\u3001Plotly\u3001Jupyter Notebook \u306a\u3069\u306e\u4e3b\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u3001\u5f37\u529b\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u6d3b\u767a\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u958b\u767a\u3092\u5f8c\u308d\u76fe\u3068\u3059\u308b\u6210\u719f\u3057\u305f\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u5f62\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Python \u306b\u306f\u3001\u4ed6\u306b\u306f\u306a\u3044\u30d0\u30e9\u30f3\u30b9\u306e\u826f\u3055\u304c\u3042\u308a\u307e\u3059\u3002 \u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3082\u5341\u5206\u306a\u4f7f\u3044\u3084\u3059\u3055\u3092\u5099\u3048\u306a\u304c\u3089\u3001\u672c\u756a\u904b\u7528\u30ec\u30d9\u30eb\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306b\u3082\u8010\u3048\u308b\u80fd\u529b\u304c\u3042\u308a\u307e\u3059\u3002 \u307e\u305f\u3001\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u7d71\u5408\u53ef\u80fd\u3067\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001SQL \u304a\u3088\u3073 NoSQL \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u9023\u643a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 class=\"wp-block-heading\">3. \u5358\u7d14\u304b\u3064\u62e1\u5f35\u53ef\u80fd\u306a\u69cb\u6587<\/h2>\n<p>Python \u306e\u6700\u3082\u660e\u3089\u304b\u306a\u5f37\u307f\u306f\u3001\u305d\u306e\u53ef\u8aad\u6027\u306b\u3042\u308a\u307e\u3059\u3002 \u958b\u767a\u8005\u306f\u6700\u521d\u306b Python \u3092\u63a1\u7528\u3057\u3066\u9577\u671f\u7684\u306b\u611b\u7528\u3059\u308b\u7406\u7531\u3068\u3057\u3066\u3001\u305d\u306e\u53c2\u5165\u969c\u58c1\u306e\u4f4e\u3055\u3068\u69cb\u6587\u306e\u7c21\u6f54\u3055\u3092\u3088\u304f\u6319\u3052\u3066\u3044\u307e\u3059\u3002 Python \u3067\u306f\u3001\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u69cb\u6587\u3082\u5e73\u6613\u306a\u82f1\u6587\u306e\u3088\u3046\u306b\u8aad\u307f\u53d6\u308c\u307e\u3059\u3002<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">def train(model):\n    for item in model.data:\n        model.learn(item)<\/pre>\n<p>\u3053\u306e\u3088\u3046\u306a\u30b3\u30fc\u30c9\u30b9\u30cb\u30da\u30c3\u30c8\u3092\u89e3\u8aad\u3059\u308b\u306e\u306b\u7279\u5225\u306a\u30b9\u30ad\u30eb\u306f\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002 \u3053\u306e\u5206\u304b\u308a\u3084\u3059\u3055\u306f\u521d\u5fc3\u8005\u306b\u512a\u3057\u3044\u3060\u3051\u3067\u306a\u304f\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u8cbb\u306e\u524a\u6e1b\u3001\u30aa\u30f3\u30dc\u30fc\u30c7\u30a3\u30f3\u30b0\u671f\u9593\u306e\u77ed\u7e2e\u3001\u304a\u3088\u3073\u591a\u69d8\u306a\u30b9\u30ad\u30eb\u30ec\u30d9\u30eb\u3067\u69cb\u6210\u3055\u308c\u308b\u30c1\u30fc\u30e0\u5168\u4f53\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6539\u5584\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u53ef\u8aad\u6027\u306e\u9ad8\u3055\u306b\u306f\u73fe\u5b9f\u7684\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002 \u30ed\u30b8\u30c3\u30af\u306e\u89e3\u8aad\u306b\u304b\u304b\u308b\u6642\u9593\u304c\u77ed\u7e2e\u3055\u308c\u308b\u305f\u3081\u3001\u3088\u308a\u591a\u304f\u306e\u6642\u9593\u3092\u6a5f\u80fd\u306e\u6539\u5584\u306b\u8cbb\u3084\u3059\u3053\u3068\u304c\u3067\u304d\u3001 \u30d0\u30b0\u3092\u3088\u308a\u65e9\u3044\u6bb5\u968e\u3067\u767a\u898b\u3067\u304d\u307e\u3059\u3002 \u307e\u305f\u3001\u30ec\u30d3\u30e5\u30fc\u306f\u3088\u308a\u30b9\u30e0\u30fc\u30ba\u306b\u884c\u308f\u308c\u3001 \u958b\u767a\u8005\u3067\u306a\u3044\u62c5\u5f53\u8005\u3067\u3082\u3001\u652f\u63f4\u3092\u5f97\u308b\u3053\u3068\u306a\u304f Python \u30b9\u30af\u30ea\u30d7\u30c8\u3092\u8aad\u3081\u308b\u3053\u3068\u3082\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p><a href=\"https:\/\/blog.jetbrains.com\/ja\/pycharm\/2025\/09\/the-state-of-python\/\"><em>2025 \u5e74 Python \u306e\u73fe\u72b6<\/em><\/a>\u3067\u306f\u300150% \u306e\u56de\u7b54\u8005\u306e\u5408\u8a08\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u7d4c\u9a13\u5e74\u6570\u304c 2 \u5e74\u672a\u6e80\u3067\u3042\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3057\u305f\u3002 \u307e\u305f\u3001\u30db\u30d3\u30a4\u30b9\u30c8\u3084\u6559\u80b2\u74b0\u5883\u3067\u3082 3 \u5206\u306e 1 \u4ee5\u4e0a\uff0839%\uff09\u304c 2 \u5e74\u4ee5\u4e0b\u3057\u304b Python \u306e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3092\u7d4c\u9a13\u3057\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n<p>\u3053\u308c\u304c Python \u304c\u672c\u5f53\u306b\u512a\u308c\u3066\u3044\u308b\u70b9\u3067\u3059\u3002 \u69cb\u6587\u304c\u5358\u7d14\u3067\u3042\u308b\u305f\u3081\u3001\u65b0\u7c73\u30b3\u30fc\u30c0\u30fc\u306b\u3068\u3063\u3066\u7406\u60f3\u7684\u306a\u5165\u9580\u8a00\u8a9e\u3067\u3042\u308b\u4e0a\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30b9\u30ad\u30eb\u306b\u5fdc\u3058\u3066\u6210\u9577\u3059\u308b\u305f\u3081\u3001\u9ad8\u3044\u4f7f\u7528\u7387\u3092\u7dad\u6301\u3057\u3066\u3044\u307e\u3059\u3002 \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u8907\u96d1\u306b\u306a\u308b\u307b\u3069\u3001Python \u306e\u5358\u7d14\u3055\u306f\u5236\u9650\u3067\u306f\u306a\u304f\u5f37\u307f\u3068\u306a\u308b\u306e\u3067\u3059\u3002<\/p>\n<p>\u3053\u308c\u306b\u52a0\u3048\u3066\u3001Python \u306f\u8907\u6570\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30d1\u30e9\u30c0\u30a4\u30e0\uff08\u624b\u7d9a\u304d\u578b\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u6307\u5411\u3001\u95a2\u6570\u578b\uff09\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u3053\u3068\u304b\u3089\u3001\u53ef\u8aad\u6027\u304c\u91cd\u8981\u306a\u7406\u7531\u304c\u660e\u78ba\u5316\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u624b\u9593\u3092\u611f\u3058\u308b\u3053\u3068\u306a\u304f\u624b\u6cd5\u3092\u5207\u308a\u66ff\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 class=\"wp-block-heading\">4. \u6210\u719f\u3057\u305f\u6c4e\u7528\u6027\u306e\u9ad8\u3044\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0<\/h2>\n<p>Python \u306e\u529b\u306e\u6e90\u306f\u3001\u30e2\u30c0\u30f3\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306e\u307b\u307c\u3059\u3079\u3066\u306e\u5206\u91ce\u3092\u7db2\u7f85\u3059\u308b\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u4e00\u5f0f\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>JetBrains \u306e\u8abf\u67fb\u3067\u306f\u3001\u958b\u767a\u8005\u306f\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068 API \u7d71\u5408\u304b\u3089\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3001\u81ea\u52d5\u5316\u3001\u30c6\u30b9\u30c8\u306b\u81f3\u308b\u3042\u3089\u3086\u308b\u5834\u9762\u3067 Python \u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30c4\u30fc\u30eb\u30bb\u30c3\u30c8\u306f\u6a5f\u80fd\u8c4a\u5bcc\u3067\u6d3b\u767a\u306b\u4fdd\u5b88\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001Python \u3092\u672c\u756a\u74b0\u5883\u306e\u3059\u3079\u3066\u306e\u6bb5\u968e\u3067\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306f\u3001Python \u306e\u4e2d\u6838\u3092\u306a\u3059\u30c9\u30e1\u30a4\u30f3\u3068\u958b\u767a\u8005\u304c\u4f7f\u7528\u3057\u3066\u3044\u308b\u4e3b\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4e00\u90e8\u3067\u3059\u3002<\/p>\n<figure class=\"wp-block-table\">\n<table>\n<tbody>\n<tr>\n<td><strong>\u5206\u91ce<\/strong><\/td>\n<td><strong>\u4e00\u822c\u7684\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/strong><\/td>\n<\/tr>\n<tr>\n<td>\u30a6\u30a7\u30d6\u958b\u767a<\/td>\n<td>Django\u3001Flask\u3001FastAPI<\/td>\n<\/tr>\n<tr>\n<td>AI \u3068 ML<\/td>\n<td>TensorFlow\u3001PyTorch\u3001scikit-learn\u3001Keras<\/td>\n<\/tr>\n<tr>\n<td>\u30c6\u30b9\u30c8<\/td>\n<td>pytest\u3001unittest\u3001Hypothesis<\/td>\n<\/tr>\n<tr>\n<td>\u81ea\u52d5\u5316<\/td>\n<td>Click\u3001APScheduler\u3001Rich<\/td>\n<\/tr>\n<tr>\n<td>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/td>\n<td>pandas\u3001NumPy\u3001Plotly\u3001Matplotlib<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<p>\u3053\u306e\u5e45\u5e83\u3055\u306b\u3088\u308a\u3001\u8fc5\u901f\u306b\u9069\u5fdc\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002 \u958b\u767a\u8005\u306f\u8a00\u8a9e\u3084\u30c4\u30fc\u30eb\u3092\u5909\u66f4\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9 API \u3068\u6a5f\u68b0\u5b66\u7fd2\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u9593\u3092\u884c\u304d\u6765\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002 \u9ad8\u3044\u30ec\u30d9\u30eb\u306e\u30e9\u30c3\u30d1\u30fc\u3067\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3088\u308a\u4f4e\u3044\u30ec\u30d9\u30eb\u3067\u306e\u5236\u5fa1\u306b\u79fb\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u91cd\u8981\u306a\u306e\u306f\u3001pip\u3001conda\u3001poetry \u306a\u3069\u306e Python \u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u4f9d\u5b58\u95a2\u4fc2\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304c\u3001\u30e2\u30b8\u30e5\u30fc\u30eb\u958b\u767a\u3068\u8907\u88fd\u53ef\u80fd\u306a\u74b0\u5883\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002 Python \u306f API \u7528\u306e FastAPI\u3001\u30c6\u30b9\u30c8\u7528\u306e pytest\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e pandas \u306a\u3069\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4ed6\u306b\u306f\u306a\u3044\u62e1\u5f35\u6027\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\n<h2 class=\"wp-block-heading\">5. \u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u30b5\u30dd\u30fc\u30c8\u3068\u77e5\u8b58\u306e\u5171\u6709<\/h2>\n<p>Python \u306e\u4eba\u6c17\u304c\u6301\u7d9a\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u7387\u306e\u9ad8\u3044\u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u958b\u767a\u8005\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u5927\u304d\u304f\u8d77\u56e0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u500b\u4eba\u306e\u5b66\u7fd2\u8005\u304b\u3089\u4f01\u696d\u306e\u30c1\u30fc\u30e0\u307e\u3067\u3001Python \u30e6\u30fc\u30b6\u30fc\u306f\u30aa\u30fc\u30d7\u30f3\u30d5\u30a9\u30fc\u30e9\u30e0\u3001\u8cea\u306e\u9ad8\u3044\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3001\u5f37\u529b\u306a\u30e1\u30f3\u30bf\u30fc\u30b7\u30c3\u30d7\u306e\u6587\u5316\u306b\u3088\u308b\u6069\u6075\u3092\u53d7\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306f\u5358\u306b\u5f79\u7acb\u3064\u3060\u3051\u3067\u306a\u304f\u3001\u6d3b\u767a\u3067\u30a4\u30f3\u30af\u30eb\u30fc\u30b7\u30d6\u3067\u3042\u308a\u3001\u3042\u3089\u3086\u308b\u30ec\u30d9\u30eb\u306e\u958b\u767a\u8005\u304c\u6b53\u8fce\u3055\u308c\u308b\u74b0\u5883\u304c\u57f9\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u304c\u4e2d\u5fc3\u7684\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/www.python.org\/psf-landing\/\" target=\"_blank\" rel=\"noopener\">Python Software Foundation<\/a>: \u6559\u80b2\u3001\u30a4\u30d9\u30f3\u30c8\u3001\u30a2\u30a6\u30c8\u30ea\u30fc\u30c1\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<li><a href=\"https:\/\/stackoverflow.com\/questions\/tagged\/python\" target=\"_blank\" rel=\"noopener\">Stack Overflow<\/a> \u3067\u306e\u6d3b\u767a\u306a\u6d3b\u52d5: \u5b9f\u969b\u306e\u554f\u984c\u306b\u5bfe\u3057\u3066\u8fc5\u901f\u306a\u56de\u7b54\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3084\u30ed\u30fc\u30ab\u30eb\u30e6\u30fc\u30b6\u30fc\u30b0\u30eb\u30fc\u30d7\u306b\u7a4d\u6975\u7684\u306b\u53c2\u52a0\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>\u8c4a\u5bcc\u306a\u30ea\u30bd\u30fc\u30b9\uff08<a href=\"https:\/\/realpython.com\/\" target=\"_blank\" rel=\"noopener\"><em>Real Python<\/em><\/a>\u3001<a href=\"https:\/\/talkpython.fm\/\" target=\"_blank\" rel=\"noopener\"><em>Talk Python<\/em><\/a>\u3001<a href=\"https:\/\/pycon.org\/\" target=\"_blank\" rel=\"noopener\">PyCon<\/a>\uff09: \u521d\u5fc3\u8005\u3068\u30d7\u30ed\u958b\u767a\u8005\u306e\u4e21\u65b9\u306b\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u3053\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u3053\u306e\u8a00\u8a9e\u3092\u3069\u306e\u3088\u3046\u306b\u9032\u5316\u3055\u305b\u308b\u304b\u3092\u65b9\u5411\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002 Python \u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u7d99\u7d9a\u7684\u306a\u6539\u826f\u3001\u304a\u3088\u3073\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306e\u5171\u6709\u306b\u3088\u3063\u3066\u7dad\u6301\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Python \u3092\u9078\u3076\u3068\u3001\u8a00\u8a9e\u3068\u30e6\u30fc\u30b6\u30fc\u81ea\u8eab\u3068\u3068\u3082\u306b\u7d4c\u6642\u7684\u306b\u62e1\u5927\u3059\u308b\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2 class=\"wp-block-heading\">6. \u8907\u6570\u5206\u91ce\u3067\u5229\u7528\u3067\u304d\u308b\u6c4e\u7528\u6027<\/h2>\n<p>Python \u306e\u9069\u7528\u7bc4\u56f2\u306f AI \u3068 ML\u3001\u307e\u305f\u306f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u89e3\u6790\u306e\u307f\u306b\u3068\u3069\u307e\u308a\u307e\u305b\u3093\u3002 \u81ea\u52d5\u5316\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3001\u30a6\u30a7\u30d6 API\u3001\u30c7\u30fc\u30bf\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3001\u304a\u3088\u3073\u30b7\u30b9\u30c6\u30e0\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3067\u3082\u540c\u69d8\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u8907\u6570\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3001\u30c9\u30e1\u30a4\u30f3\u3001\u30c7\u30d7\u30ed\u30a4\u30bf\u30fc\u30b2\u30c3\u30c8\u9593\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u79fb\u52d5\u3067\u304d\u308b\u305d\u306e\u7279\u6027\u306b\u3088\u308a\u3001\u591a\u76ee\u7684\u958b\u767a\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u8a00\u8a9e\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/blog.jetbrains.com\/ja\/pycharm\/2025\/09\/the-state-of-python\/\"><em>2025 \u5e74 Python \u306e\u73fe\u72b6<\/em><\/a>\u3067\u306f\u3001Python \u304c\u5e45\u5e83\u304f\u958b\u767a\u8005\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<figure class=\"wp-block-table\">\n<table>\n<tbody>\n<tr>\n<td><strong>\u76ee\u7684<\/strong><\/td>\n<td><strong>Python \u30e6\u30fc\u30b6\u30fc\u306e\u5272\u5408<\/strong><\/td>\n<\/tr>\n<tr>\n<td>\u30c7\u30fc\u30bf\u89e3\u6790<\/td>\n<td>48%<\/td>\n<\/tr>\n<tr>\n<td>\u30a6\u30a7\u30d6\u958b\u767a<\/td>\n<td>46%<\/td>\n<\/tr>\n<tr>\n<td>\u6a5f\u68b0\u5b66\u7fd2<\/td>\n<td>41%<\/td>\n<\/tr>\n<tr>\n<td>\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/td>\n<td>31%<\/td>\n<\/tr>\n<tr>\n<td>\u5b66\u8853\u7814\u7a76<\/td>\n<td>27%<\/td>\n<\/tr>\n<tr>\n<td>DevOps \u304a\u3088\u3073\u30b7\u30b9\u30c6\u30e0\u7ba1\u7406<\/td>\n<td>26%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<p>\u3053\u306e\u5e83\u304c\u308a\u306f\u3001Python \u304c\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u67d4\u8edf\u306b\u5229\u7528\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002 \u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u4f7f\u7528\u3055\u308c\u308b\u8a00\u8a9e\u304c\u3001\u7d66\u4e0e\u8a08\u7b97\u696d\u52d9\u306e\u81ea\u52d5\u5316\u3001\u79d1\u5b66\u6a5f\u5668\u306e\u5236\u5fa1\u3001REST \u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u63d0\u4f9b\u306b\u3082\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3059\u3002 \u958b\u767a\u8005\u306f\u30c4\u30fc\u30eb\u3092\u7d71\u5408\u3057\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30b9\u30a4\u30c3\u30c1\u30f3\u30b0\u3092\u6e1b\u3089\u3057\u3001\u30c1\u30fc\u30e0\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5408\u7406\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u6c4e\u7528\u6027\u306f\u3001Python \u304c\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\uff08Windows\u3001Linux\u3001macOS\u3001\u30af\u30e9\u30a6\u30c9\u3001\u30d6\u30e9\u30a6\u30b6\u30fc\uff09\u306b\u4f9d\u5b58\u3057\u306a\u3044\u3068\u3044\u3046\u7279\u6027\u306b\u3088\u3063\u3066\u5f37\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u5805\u7262\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u7ba1\u7406\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3068\u8907\u6570\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u4e00\u8cab\u6027\u306e\u3042\u308b\u6a19\u6e96\u3092\u53d6\u308a\u5165\u308c\u308b\u3053\u3068\u3067\u3001\u8fc5\u901f\u306a\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u3068\u4f01\u696d\u306e\u672c\u756a\u74b0\u5883\u306e\u4e21\u65b9\u306b\u7b49\u3057\u304f\u9069\u3057\u305f\u8a00\u8a9e\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Python \u307b\u3069\u9069\u7528\u7bc4\u56f2\u304c\u5e83\u3044\u8a00\u8a9e\u306f\u307b\u3068\u3093\u3069\u306a\u304f\u3001\u3053\u306e\u3088\u3046\u306b\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u6c4e\u7528\u7684\u306b\u4f7f\u7528\u3067\u304d\u308b\u8a00\u8a9e\u3068\u306a\u308b\u3068\u3001\u3055\u3089\u306b\u5c11\u306a\u304f\u306a\u308a\u307e\u3059\u3002 \u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304b\u3089\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30ed\u30b8\u30c3\u30af\u307e\u3067\u3001Python \u306f\u5b8c\u5168\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3057\u3066\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306e 1 \u3064\u306e\u7d71\u5408\u74b0\u5883\u3092\u958b\u767a\u8005\u306b\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u5b8c\u5168\u6027\u3053\u305d\u304c\u3001\u30e6\u30fc\u30b6\u30fc\u304c Python \u3092\u4f7f\u7528\u3057\u7d9a\u3051\u3066\u3044\u308b\u7406\u7531\u306e 1 \u3064\u3067\u3059\u3002 \u4e00\u5ea6\u4f7f\u7528\u3057\u59cb\u3081\u308b\u3068\u3001\u4ed6\u306e\u8a00\u8a9e\u3092\u8a66\u3059\u5fc5\u8981\u306f\u307b\u307c\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2 class=\"wp-block-heading\">\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306e\u6642\u4ee3\u306b\u304a\u3051\u308b Python<\/h2>\n<p>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u9069\u5fdc\u6027\u3001\u4e88\u6e2c\u6027\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u6027\u304c\u3055\u3089\u306b\u9ad8\u307e\u308b\u306b\u3064\u308c\u3066\u3001Python \u306f\u305d\u306e\u4eba\u6c17\u3092\u7dad\u6301\u3067\u304d\u308b\u5f37\u529b\u306a\u7acb\u5834\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>AI\u3001ML\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u304a\u3051\u308b\u80fd\u529b\u3068\u6210\u719f\u3057\u305f\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u9032\u5316\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306b\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>Python \u306e\u4eba\u6c17\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3084\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u6a2a\u65ad\u3057\u3066\u7c21\u5358\u306b\u62e1\u5f35\u3067\u304d\u308b\u7279\u6027\u306b\u8d77\u56e0\u3057\u3066\u3044\u307e\u3059\u3002 \u7c21\u5358\u306a\u81ea\u52d5\u5316\u30b9\u30af\u30ea\u30d7\u30c8\u304b\u3089\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba AI \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u307e\u3067\u3001\u3042\u3089\u3086\u308b\u7d4c\u9a13\u30ec\u30d9\u30eb\u306e\u958b\u767a\u8005\u3068\u3042\u3089\u3086\u308b\u898f\u6a21\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u306a\u9078\u629e\u80a2\u3067\u3042\u308a\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001PyCharm \u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306b\u306f\u3001Python \u306f\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u3067\u9ad8\u901f\u304b\u3064\u30af\u30ea\u30fc\u30f3\u306a\u9078\u629e\u80a2\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3088\u308a\u8a73\u3057\u3044\u5185\u5bb9\u306b\u3064\u3044\u3066\u306f\u3001Python \u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u3067\u3042\u308a\u3001<a href=\"https:\/\/talkpython.fm\/\" target=\"_blank\" rel=\"noopener\"><em>Talk Python to Me<\/em><\/a> \u30dd\u30c3\u30c9\u30ad\u30e3\u30b9\u30c8\u306e\u30db\u30b9\u30c8\u3092\u52d9\u3081\u308b Michael Kennedy \u306e <a href=\"https:\/\/blog.jetbrains.com\/ja\/pycharm\/2025\/09\/the-state-of-python\/\"><em>2025 \u5e74 Python \u306e\u73fe\u72b6<\/em><\/a>\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>Michael \u306f <a href=\"https:\/\/lp.jetbrains.com\/ja-jp\/python-developers-survey-2024\/\" target=\"_blank\" rel=\"noopener\">2024 \u5e74 Python \u958b\u767a\u8005\u30a2\u30f3\u30b1\u30fc\u30c8<\/a>\u306e 30,000 \u4ef6\u3092\u8d85\u3048\u308b\u56de\u7b54\u3092\u5206\u6790\u3057\u3001\u9b45\u529b\u7684\u306a\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u767a\u898b\u3057\u3066\u6700\u65b0\u306e\u30c8\u30ec\u30f3\u30c9\u3092\u7279\u5b9a\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u521d\u5fc3\u8005\u304b\u7d4c\u9a13\u8c4a\u5bcc\u306a\u958b\u767a\u8005\u3092\u554f\u308f\u305a\u3001<a href=\"https:\/\/blog.jetbrains.com\/ja\/pycharm\/2025\/09\/the-state-of-python\/\"><em>2025 \u5e74 Python \u306e\u73fe\u72b6<\/em><\/a>\u3067\u306f\u3001\u3053\u306e\u8a00\u8a9e\u306e\u73fe\u5728\u306e\u7acb\u3061\u4f4d\u7f6e\u3068\u4eca\u5f8c\u306e\u52d5\u5411\u306b\u3064\u3044\u3066\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/github.com\/vllm-project\/vllm\" target=\"_blank\" rel=\"noopener\">Astral\u2019s uv<\/a> \u306a\u3069\u306e\u30c4\u30fc\u30eb\u304c\u793a\u3057\u3066\u3044\u308b\u3088\u3046\u306b\u3001Python \u306f\u6bd4\u8f03\u7684\u6210\u719f\u3057\u3066\u3044\u308b\u3082\u306e\u306e\u3001\u305d\u306e\u9032\u5316\u306f\u307e\u3060\u7d42\u308f\u3063\u3066\u3044\u307e\u305b\u3093\u3002 \u6210\u9577\u3057\u7d9a\u3051\u308b\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3068\u5b9f\u8a3c\u3055\u308c\u305f\u6301\u7d9a\u529b\u306b\u3088\u308a\u3001\u4eca\u5f8c\u4f55\u5e74\u306b\u3082\u308f\u305f\u3063\u3066\u958b\u767a\u8005\u306b\u4eba\u6c17\u306e\u3042\u308b\u9078\u629e\u80a2\u3068\u306a\u308c\u308b\u7d20\u6674\u3089\u3057\u3044\u7acb\u3061\u4f4d\u7f6e\u306b\u3044\u307e\u3059\u3002<\/p>\n\n\n<p><strong>\u30aa\u30ea\u30b8\u30ca\u30eb\uff08\u82f1\u8a9e\uff09\u30d6\u30ed\u30b0\u6295\u7a3f\u8a18\u4e8b\u306e\u4f5c\u8005\uff1a<\/strong><\/p>\n\n\n    <div class=\"about-author \">\n        <div class=\"about-author__box\">\n            <div class=\"row\">\n                <div class=\"about-author__box-img\">\n                    <img decoding=\"async\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2021\/03\/evgenia-200x200.jpg\" width=\"200\" height=\"200\" alt=\"Evgenia Verbina\" loading=\"lazy\"  class=\"avatar avatar-200 wp-user-avatar wp-user-avatar-200 photo avatar-default\">\n                <\/div>\n                <div class=\"about-author__box-text\">\n                                            <h4>Evgenia Verbina<\/h4>\n                                                        <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n","protected":false},"author":1394,"featured_media":652189,"comment_status":"closed","ping_status":"closed","template":"","categories":[952,8377],"tags":[6847,3252,5377,73],"cross-post-tag":[8851],"acf":[],"_links":{"self":[{"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/pycharm\/652184"}],"collection":[{"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/pycharm"}],"about":[{"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/types\/pycharm"}],"author":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/users\/1394"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/comments?post=652184"}],"version-history":[{"count":6,"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/pycharm\/652184\/revisions"}],"predecessor-version":[{"id":652213,"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/pycharm\/652184\/revisions\/652213"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/media\/652189"}],"wp:attachment":[{"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/media?parent=652184"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/categories?post=652184"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/tags?post=652184"},{"taxonomy":"cross-post-tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ja\/wp-json\/wp\/v2\/cross-post-tag?post=652184"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}