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class=\"wp-block-heading\">Ai\u306f\u4f55\u304b\u3089\u59cb\u3081\u308b\u306e\u304c\u52b9\u7387\u7684\u304b<\/h3>\n\n\n\n<p>\u7d50\u8ad6\u304b\u3089\u30ba\u30d0\u30ea\u8a00\u3046\u3068\u3001\u672a\u7d4c\u9a13\u8005\u304cAI\u5b66\u7fd2\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306b\u306f\u3001\u6559\u79d1\u66f8\u7684\u306a\u300c\u7406\u8ad6\u300d\u304b\u3089\u5165\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5b9f\u969b\u306b\u624b\u3092\u52d5\u304b\u3059<strong>\u300c\u4f53\u9a13\u300d\u304b\u3089\u59cb\u3081\u308b\u306e\u304c\u6700\u3082\u52b9\u7387\u7684<\/strong>\u3067\u3059\u3002\u3053\u308c\u3001\u610f\u5916\u3068\u591a\u304f\u306e\u4eba\u304c\u9665\u308a\u3084\u3059\u3044\u7f60\u306a\u3093\u3067\u3059\u3088\u306d\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u306e\u5b66\u6821\u6559\u80b2\u306e\u3088\u3046\u306a\u5b66\u7fd2\u6cd5\u3067\u306f\u3001\u6570\u5b66\uff08\u7dda\u5f62\u4ee3\u6570\u3084\u5fae\u5206\u7a4d\u5206\uff09\u3084\u7d71\u8a08\u5b66\u3068\u3044\u3063\u305f\u57fa\u790e\u7406\u8ad6\u304b\u3089\u7a4d\u307f\u4e0a\u3052\u3066\u3044\u304f\u300c\u30dc\u30c8\u30e0\u30a2\u30c3\u30d7\u578b\u300d\u304c\u4e00\u822c\u7684\u3067\u3057\u305f\u3002\u3082\u3061\u308d\u3093\u3001\u3053\u308c\u306f\u5b66\u554f\u3068\u3057\u3066\u306f\u6b63\u3057\u3044\u306e\u3067\u3059\u304c\u3001\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u7dad\u6301\u304c\u96e3\u3057\u3044\u793e\u4f1a\u4eba\u306e\u72ec\u5b66\u306b\u304a\u3044\u3066\u306f\u3001\u300c\u9762\u767d\u3044\uff01\u300d\u3068\u611f\u3058\u308b\u524d\u306b\u96e3\u89e3\u306a\u6570\u5f0f\u306b\u5fc3\u3092\u6298\u3089\u308c\u3066\u632b\u6298\u3057\u3066\u3057\u307e\u3046\u30ea\u30b9\u30af\u304c\u975e\u5e38\u306b\u9ad8\u3044\u3093\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u3053\u3067\u304a\u3059\u3059\u3081\u3057\u305f\u3044\u306e\u304c\u3001\u307e\u305a\u300c\u52d5\u304f\u3082\u306e\u3092\u4f5c\u308b\u300d\u3053\u3068\u304b\u3089\u59cb\u3081\u308b<strong>\u300c\u30c8\u30c3\u30d7\u30c0\u30a6\u30f3\u578b\u300d\u306e\u30a2\u30d7\u30ed\u30fc\u30c1<\/strong>\u3067\u3059\u3002\u96e3\u3057\u3044\u7406\u5c48\u306f\u4e00\u65e6\u7f6e\u3044\u3066\u304a\u3044\u3066\u3001\u307e\u305a\u306fAI\u306e\u51c4\u3055\u3092\u4f53\u611f\u3057\u3001\u300c\u81ea\u5206\u306b\u3082\u3067\u304d\u305f\uff01\u300d\u3068\u3044\u3046\u6210\u529f\u4f53\u9a13\u3092\u7a4d\u3080\u3053\u3068\u3092\u6700\u512a\u5148\u3057\u307e\u3057\u3087\u3046\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u4ee5\u4e0b\u306e3\u30b9\u30c6\u30c3\u30d7\u3067\u9032\u3081\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h4 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World\u300d\u3092\u8868\u793a\u3055\u305b\u308b\u3060\u3051\u3067OK\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u539f\u7406\u3092\u77e5\u308b\uff08\u305d\u306e\u5f8c\uff09<\/strong><br>\u81ea\u5206\u3067\u52d5\u304b\u3057\u305f\u30b3\u30fc\u30c9\u306b\u5bfe\u3057\u3066\u3001\u300c\u306a\u305c\u52d5\u3044\u305f\u306e\u304b\uff1f\u300d\u300c\u3082\u3063\u3068\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3044\u3044\u306e\u304b\uff1f\u300d\u3068\u3044\u3046\u7591\u554f\u3092\u6301\u3063\u3066\u304b\u3089\u3001\u521d\u3081\u3066\u5fc5\u8981\u306a\u6570\u5b66\u3084\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5b66\u3073\u306b\u884c\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u3053\u306e\u9806\u5e8f\u306a\u3089\u3001\u300c\u4f5c\u308a\u305f\u3044\u300d\u3068\u3044\u3046\u76ee\u7684\u610f\u8b58\u304c\u660e\u78ba\u306a\u72b6\u614b\u3067\u7406\u8ad6\u3092\u5b66\u3076\u3053\u3068\u306b\u306a\u308b\u306e\u3067\u3001\u5b66\u7fd2\u306e\u5438\u53ce\u7387\u304c\u6bb5\u9055\u3044\u306b\u826f\u304f\u306a\u308a\u307e\u3059\u3002\u307e\u305a\u306f\u300c\u697d\u3057\u3044\u300d\u300c\u3059\u3054\u3044\u300d\u3068\u3044\u3046\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u611f\u60c5\u3092\u539f\u52d5\u529b\u306b\u30b9\u30bf\u30fc\u30c8\u30c0\u30c3\u30b7\u30e5\u3092\u6c7a\u3081\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30b9\u30ad\u30eb\u30de\u30c3\u30d7\u3068\u8077\u7a2e\u5b9a\u7fa9<\/h3>\n\n\n\n<p>\u4e00\u53e3\u306b\u300cAI\u30a8\u30f3\u30b8\u30cb\u30a2\u300d\u3068\u8a00\u3063\u3066\u3082\u3001\u5b9f\u52d9\u306e\u73fe\u5834\u3067\u306f\u5f79\u5272\u306b\u3088\u3063\u3066\u5927\u304d\u304f3\u3064\u306e\u8077\u7a2e\u306b\u5206\u985e\u3055\u308c\u307e\u3059\u3002\u3053\u3053\u3092\u66d6\u6627\u306b\u3057\u305f\u307e\u307e\u5b66\u7fd2\u3092\u59cb\u3081\u308b\u3068\u3001\u300c\u30c7\u30fc\u30bf\u5206\u6790\u304c\u3057\u305f\u3044\u306e\u306b\u3001\u3072\u305f\u3059\u3089\u30a4\u30f3\u30d5\u30e9\u69cb\u7bc9\u306e\u52c9\u5f37\u3092\u3057\u3066\u3044\u305f\u300d\u306a\u3093\u3066\u3053\u3068\u306b\u306a\u308a\u304b\u306d\u307e\u305b\u3093\u3002\u76ee\u6307\u3059\u30b4\u30fc\u30eb\u306b\u3088\u3063\u3066\u5b66\u3076\u3079\u304d\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\uff08\u30b9\u30ad\u30eb\u30de\u30c3\u30d7\uff09\u304c\u5168\u304f\u7570\u306a\u308b\u306e\u3067\u3001\u6700\u521d\u306b\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u7d5e\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3088\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u8077\u7a2e\u540d<\/th><th>\u4e3b\u306a\u5f79\u5272\u3068\u30df\u30c3\u30b7\u30e7\u30f3<\/th><th>\u5fc5\u9808\u30b9\u30ad\u30eb\u30fb\u4f7f\u7528\u30c4\u30fc\u30eb<\/th><th>\u3053\u3093\u306a\u4eba\u306b\u5411\u3044\u3066\u3044\u307e\u3059<\/th><\/tr><\/thead><tbody><tr><td><strong>\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2<\/strong><br>\uff08Machine Learning Engineer\uff09<\/td><td><strong>\u300c\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u308b\u300d<\/strong><br>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u4f5c\u3063\u305f\u30e2\u30c7\u30eb\u3092\u3001\u5b9f\u969b\u306eWeb\u30a2\u30d7\u30ea\u3084\u30d7\u30ed\u30c0\u30af\u30c8\u306b\u7d44\u307f\u8fbc\u307f\u3001\u5b89\u5b9a\u7a3c\u50cd\u3055\u305b\u308b\u306e\u304c\u4ed5\u4e8b\u3067\u3059\u3002<\/td><td>Python, Docker, Kubernetes, Cloud(AWS\/GCP), TensorFlow\/PyTorch, MLOps<\/td><td>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u81ea\u4f53\u304c\u597d\u304d\u3002<br>\u3082\u306e\u3065\u304f\u308a\u3084\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u306b\u6ca1\u982d\u3067\u304d\u308b\u8077\u4eba\u808c\u30bf\u30a4\u30d7\u3002<\/td><\/tr><tr><td><strong>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/strong><br>\uff08Data Scientist\uff09<\/td><td><strong>\u300c\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u300d<\/strong><br>\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u306b\u5bfe\u3057\u3066\u4eee\u8aac\u3092\u7acb\u3066\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3092\u901a\u3058\u3066\u30a4\u30f3\u30b5\u30a4\u30c8\uff08\u6d1e\u5bdf\uff09\u3092\u5c0e\u304d\u51fa\u3057\u3001\u7d4c\u55b6\u5c64\u306b\u63d0\u6848\u3092\u884c\u3044\u307e\u3059\u3002<\/td><td>\u7d71\u8a08\u89e3\u6790, \u6570\u5b66(\u78ba\u7387\u30fb\u7d71\u8a08), SQL, R, Tableau, \u30d3\u30b8\u30cd\u30b9\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u529b<\/td><td>\u8ad6\u7406\u7684\u601d\u8003\u304c\u5f97\u610f\u3002<br>\u6570\u5b57\u3092\u898b\u3066\u8b0e\u89e3\u304d\u3092\u3059\u308b\u306e\u304c\u597d\u304d\u3002\u30d3\u30b8\u30cd\u30b9\u3078\u306e\u30a4\u30f3\u30d1\u30af\u30c8\u3092\u91cd\u8996\u3059\u308b\u30bf\u30a4\u30d7\u3002<\/td><\/tr><tr><td><strong>AI\u6d3b\u7528\u4eba\u6750<\/strong><br>\uff08AI Practitioner\uff09<\/td><td><strong>\u300c\u30c4\u30fc\u30eb\u3092\u4f7f\u3044\u3053\u306a\u3059\u300d<\/strong><br>\u6700\u65b0\u306eAI\u30c4\u30fc\u30eb\u3084API\u3092\u6d3b\u7528\u3057\u3066\u3001\u696d\u52d9\u52b9\u7387\u5316\u3084\u65b0\u898f\u30b5\u30fc\u30d3\u30b9\u958b\u767a\u3092\u63a8\u9032\u3057\u307e\u3059\u3002\u8fd1\u5e74\u6025\u5897\u4e2d\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u3067\u3059\u3002<\/td><td>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0, ChatGPT\u6d3b\u7528, \u30ed\u30fc\u30b3\u30fc\u30c9\/\u30ce\u30fc\u30b3\u30fc\u30c9\u30c4\u30fc\u30eb, \u751f\u6210AI API\u9023\u643a<\/td><td>\u65b0\u3057\u3044\u30c4\u30fc\u30eb\u304c\u597d\u304d\u3002<br>\u6280\u8853\u305d\u306e\u3082\u306e\u3088\u308a\u3001\u6280\u8853\u3092\u4f7f\u3063\u3066\u696d\u52d9\u3092\u3069\u3046\u697d\u306b\u3059\u308b\u304b\u306b\u95a2\u5fc3\u304c\u3042\u308b\u4f01\u753b\u30bf\u30a4\u30d7\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\uff08\u5b9f\u88c5\u529b\uff09\u5bc4\u308a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u30d3\u30b8\u30cd\u30b9\uff08\u8ab2\u984c\u89e3\u6c7a\u529b\uff09\u5bc4\u308a\u3068\u8a00\u3048\u307e\u3059\u3002\u81ea\u5206\u304c\u3069\u3061\u3089\u306e\u30bf\u30a4\u30d7\u306b\u8fd1\u3044\u304b\u3001\u3042\u308b\u3044\u306f\u300cAI\u3092\u4f7f\u3063\u3066\u4f55\u3092\u3057\u305f\u3044\u306e\u304b\u300d\u3092\u898b\u6975\u3081\u308b\u3053\u3068\u304c\u3001\u7121\u99c4\u306e\u306a\u3044\u5b66\u7fd2\u8a08\u753b\u3092\u7acb\u3066\u308b\u7b2c\u4e00\u6b69\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9f\u8df5\u7684\u306aAI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7<\/h3>\n\n\n\n<p>\u3067\u306f\u3001\u672a\u7d4c\u9a13\u304b\u3089\u5b9f\u52d9\u30ec\u30d9\u30eb\u306eAI\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u76ee\u6307\u3059\u305f\u3081\u306e\u3001\u5177\u4f53\u7684\u306a\u5b66\u7fd2\u624b\u9806\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002\u3053\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u306f\u3001\u5b8c\u5168\u306a\u30bc\u30ed\u30d9\u30fc\u30b9\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3057\u3001\u5c31\u8077\u30fb\u8ee2\u8077\u6d3b\u52d5\u3067\u6226\u3048\u308b\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3092\u5b8c\u6210\u3055\u305b\u308b\u307e\u3067\u306e\u6a19\u6e96\u7684\u306a\u30eb\u30fc\u30c8\u3067\u3059\u3002\u7dcf\u5b66\u7fd2\u6642\u9593\u306f\u3001\u500b\u4eba\u306e\u524d\u63d0\u77e5\u8b58\u306b\u3082\u3088\u308a\u307e\u3059\u304c\u3001\u304a\u304a\u3088\u305d<strong>300\u301c600\u6642\u9593<\/strong>\u3092\u898b\u7a4d\u3082\u3063\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Step 1: \u76ee\u7684\u5b9a\u7fa9\uff08\u76ee\u5b89\uff1a10-20\u6642\u9593\uff09<\/h4>\n\n\n\n<p>\u307e\u305a\u306f\u30b3\u30f3\u30d1\u30b9\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u300c\u753b\u50cf\u8a8d\u8b58\u30a2\u30d7\u30ea\u3092\u4f5c\u308a\u305f\u3044\u300d\u300c\u682a\u4fa1\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u4f5c\u308a\u305f\u3044\u300d\u300c\u696d\u52d9\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u3092\u4f5c\u308a\u305f\u3044\u300d\u306a\u3069\u3001\u5177\u4f53\u7684\u306a\u30b4\u30fc\u30eb\u3092\u6c7a\u3081\u307e\u3057\u3087\u3046\u3002\u76ee\u7684\u304c\u66d6\u6627\u3060\u3068\u3001\u5b66\u7fd2\u306e\u6d77\u3067\u906d\u96e3\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Step 2: Python\u57fa\u790e\uff08\u76ee\u5b89\uff1a50-100\u6642\u9593\uff09<\/h4>\n\n\n\n<p>AI\u958b\u767a\u306e\u5171\u901a\u8a00\u8a9e\u3067\u3042\u308bPython\u3092\u7fd2\u5f97\u3057\u307e\u3059\u3002\u5909\u6570\u3001\u30c7\u30fc\u30bf\u578b\u3001\u6761\u4ef6\u5206\u5c90\uff08if\uff09\u3001\u30eb\u30fc\u30d7\u51e6\u7406\uff08for\/while\uff09\u3001\u95a2\u6570\u3001\u30af\u30e9\u30b9\u3068\u3044\u3063\u305f\u57fa\u672c\u6587\u6cd5\u3092\u5b66\u3073\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u3067\u306f\u3001\u9ad8\u6a5f\u80fd\u306aPC\u74b0\u5883\u3092\u4f5c\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u3059\u3050\u306b\u30b3\u30fc\u30c9\u304c\u66f8\u3051\u308bGoogle Colaboratory\u3092\u6d3b\u7528\u3057\u3066\u3001\u74b0\u5883\u69cb\u7bc9\u306e\u30a8\u30e9\u30fc\u3067\u632b\u6298\u3059\u308b\u30ea\u30b9\u30af\u3092\u30bc\u30ed\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Step 3: \u6570\u5b66\u30fb\u7d71\u8a08\u306e\u57fa\u790e\uff08\u76ee\u5b89\uff1a50-80\u6642\u9593\uff09<\/h4>\n\n\n\n<p>\u3053\u3053\u3067\u521d\u3081\u3066\u6570\u5b66\u304c\u767b\u5834\u3057\u307e\u3059\u3002\u300c\u3046\u3063\u300d\u3068\u306a\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u5fc5\u8981\u306a\u306e\u306f\u6570\u5b66\u8005\u306e\u3088\u3046\u306a\u53b3\u5bc6\u306a\u8a3c\u660e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u300c\u3053\u306e\u6570\u5f0f\u304c\u4f55\u3092\u610f\u5473\u3057\u3066\u3044\u308b\u304b\uff08\u76f4\u611f\u7684\u306a\u7406\u89e3\uff09\u300d\u3068\u300cPython\u3067\u3069\u3046\u8a08\u7b97\u3059\u308b\u304b\uff08\u5b9f\u88c5\uff09\u300d\u304c\u3067\u304d\u308c\u3070\u5341\u5206\u3067\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u30c7\u30fc\u30bf\u3092\u6271\u3046\u305f\u3081\u306e\u300c\u7dda\u5f62\u4ee3\u6570\uff08\u884c\u5217\uff09\u300d\u3001\u5b66\u7fd2\u306e\u6700\u9069\u5316\u306b\u4f7f\u308f\u308c\u308b\u300c\u5fae\u5206\u7a4d\u5206\u300d\u3001\u30c7\u30fc\u30bf\u306e\u50be\u5411\u3092\u63b4\u3080\u300c\u78ba\u7387\u30fb\u7d71\u8a08\u300d\u306e\u57fa\u790e\u3092\u62bc\u3055\u3048\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Step 4: \u30c7\u30fc\u30bf\u51e6\u7406\u30e9\u30a4\u30d6\u30e9\u30ea\uff08\u76ee\u5b89\uff1a50-80\u6642\u9593\uff09<\/h4>\n\n\n\n<p>\u5b9f\u52d9\u3067\u6700\u3082\u6642\u9593\u3092\u4f7f\u3046\u306e\u306f\u3001\u5b9f\u306f\u30e2\u30c7\u30eb\u69cb\u7bc9\u3067\u306f\u306a\u304f\u300c\u30c7\u30fc\u30bf\u306e\u52a0\u5de5\uff08\u524d\u51e6\u7406\uff09\u300d\u3067\u3059\u3002\u3053\u3053\u3067\u5fc5\u9808\u3068\u306a\u308b\u306e\u304c\u3001Python\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u30e9\u30a4\u30d6\u30e9\u30ea\u7fa4\u3001\u901a\u79f0\u300c\u4e09\u7a2e\u306e\u795e\u5668\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>NumPy<\/strong>\uff1a\u9ad8\u901f\u306a\u6570\u5024\u8a08\u7b97\u3092\u884c\u3046\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3002<\/li>\n\n\n\n<li><strong>Pandas<\/strong>\uff1aExcel\u306e\u3088\u3046\u306a\u8868\u5f62\u5f0f\u30c7\u30fc\u30bf\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u81ea\u5728\u306b\u64cd\u308b\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3002<\/li>\n\n\n\n<li><strong>Matplotlib \/ Seaborn<\/strong>\uff1a\u30c7\u30fc\u30bf\u3092\u30b0\u30e9\u30d5\u5316\u3057\u3066\u53ef\u8996\u5316\u3059\u308b\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Step 5: \u6a5f\u68b0\u5b66\u7fd2\u30fb\u6df1\u5c64\u5b66\u7fd2\u306e\u5b9f\u88c5\uff08\u76ee\u5b89\uff1a100-150\u6642\u9593\uff09<\/h4>\n\n\n\n<p>\u3044\u3088\u3044\u3088AI\u30e2\u30c7\u30eb\u3092\u4f5c\u308a\u307e\u3059\u3002Scikit-learn\u3092\u4f7f\u3063\u3066\u57fa\u672c\u7684\u306a\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\uff08\u56de\u5e30\u3001\u5206\u985e\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\uff09\u3092\u5b9f\u88c5\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u7279\u6027\u3092\u7406\u89e3\u3057\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001PyTorch\u3084TensorFlow\u3092\u7528\u3044\u3066\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff08\u6df1\u5c64\u5b66\u7fd2\uff09\u306e\u4e16\u754c\u3078\u8e0f\u307f\u8fbc\u307f\u307e\u3057\u3087\u3046\u3002\u753b\u50cf\u8a8d\u8b58\u3084\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306a\u3069\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u30bf\u30b9\u30af\u306b\u6311\u6226\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Step 6: \u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u4f5c\u6210\uff08\u76ee\u5b89\uff1a100\u6642\u9593\u301c\uff09<\/h4>\n\n\n\n<p>\u5b66\u7fd2\u306e\u7dcf\u4ed5\u4e0a\u3052\u3068\u3057\u3066\u3001\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u6210\u679c\u7269\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3092\u306a\u305e\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u81ea\u5206\u3067\u898b\u3064\u3051\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u3044\u3001\u72ec\u81ea\u306e\u8ab2\u984c\u8a2d\u5b9a\u306b\u57fa\u3065\u3044\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3057\u3001GitHub\u306a\u3069\u3067\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u516c\u958b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Step 7: \u6700\u65b0\u30c8\u30ec\u30f3\u30c9\u5b66\u7fd2\uff08\u7d99\u7d9a\uff09<\/h4>\n\n\n\n<p>AI\u6280\u8853\u306f\u65e5\u9032\u6708\u6b69\u3067\u3059\u3002LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306e\u6d3b\u7528\u6280\u8853\u3084\u3001MLOps\uff08\u6a5f\u68b0\u5b66\u7fd2\u57fa\u76e4\u306e\u904b\u7528\uff09\u306a\u3069\u3001\u5e02\u5834\u3067\u6c42\u3081\u3089\u308c\u308b\u65b0\u3057\u3044\u30b9\u30ad\u30eb\u3092\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7\u3057\u7d9a\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u5b66\u7fd2\u306e\u904e\u7a0b\u3067\u5177\u4f53\u7684\u306a\u76ee\u6a19\u8a2d\u5b9a\u3068\u3057\u3066\u300c\u8cc7\u683c\u53d6\u5f97\u300d\u3092\u7d44\u307f\u8fbc\u3080\u306e\u3082\u975e\u5e38\u306b\u52b9\u679c\u7684\u3067\u3059\u3002\u3069\u306e\u8cc7\u683c\u304c\u81ea\u5206\u306e\u30ec\u30d9\u30eb\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u77e5\u308a\u305f\u3044\u65b9\u306f\u3001<a href=\"https:\/\/megliofuturo.co.jp\/media\/ai-engineer-certification\/\">ai\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8cc7\u683c\u96e3\u6613\u5ea6\u3084\u8cc7\u683c\u4e00\u89a7\u3001\u53d6\u5f97\u30e1\u30ea\u30c3\u30c8\u3092\u5fb9\u5e95\u89e3\u8aac<\/a>\u3057\u305f\u8a18\u4e8b\u3082\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u306d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI\u52c9\u5f37\u306f\u521d\u5fc3\u8005\u3067\u3082\u632b\u6298\u3057\u306a\u3044\u304b<\/h3>\n\n\n\n<p>\u6b63\u76f4\u306b\u304a\u4f1d\u3048\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002AI\u5b66\u7fd2\u306f\u3001\u72ec\u5b66\u3067\u6311\u3080\u521d\u5b66\u8005\u306e<strong>\u7d049\u5272\u304c\u632b\u6298\u3059\u308b<\/strong>\u3068\u8a00\u308f\u308c\u308b\u307b\u3069\u3001\u53b3\u3057\u3044\u4e16\u754c\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u6016\u304c\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u632b\u6298\u306e\u307b\u3068\u3093\u3069\u306f\u3001\u300c\u624d\u80fd\u304c\u306a\u3044\u304b\u3089\u300d\u3067\u306f\u306a\u304f\u3001\u300c\u3084\u308a\u65b9\u304c\u9593\u9055\u3063\u3066\u3044\u308b\u304b\u3089\u300d\u8d77\u3053\u308b\u3082\u306e\u3060\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u521d\u5fc3\u8005\u304c\u9665\u308a\u3084\u3059\u3044\u300c\u632b\u6298\u306e3\u5927\u8981\u56e0\u300d\u3068\u3001\u305d\u306e\u5bfe\u7b56\u3092\u77e5\u3063\u3066\u304a\u304f\u3060\u3051\u3067\u3001\u751f\u5b58\u7387\u306f\u5287\u7684\u306b\u4e0a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u632b\u6298\u8981\u56e01\uff1a\u74b0\u5883\u69cb\u7bc9\u306e\u58c1<\/h4>\n\n\n\n<p><strong>\u75c7\u72b6\uff1a<\/strong>\u00a0Python\u3092\u81ea\u5206\u306ePC\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3088\u3046\u3068\u3057\u3066\u3001\u30d1\u30b9\u306e\u8a2d\u5b9a\u3084\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3067\u30a8\u30e9\u30fc\u304c\u591a\u767a\u3002\u300c\u9ed2\u3044\u753b\u9762\uff08\u30bf\u30fc\u30df\u30ca\u30eb\uff09\u300d\u3078\u306e\u6050\u6016\u5fc3\u304b\u3089\u3001\u30b3\u30fc\u30c9\u30921\u884c\u3082\u66f8\u304b\u305a\u306b\u8ae6\u3081\u3066\u3057\u307e\u3046\u3002<br><strong>\u5bfe\u7b56\uff1a<\/strong>\u00a0\u6700\u521d\u306f\u74b0\u5883\u69cb\u7bc9\u3092\u4e00\u5207\u3057\u306a\u3044\u3053\u3068\u3002Google\u30a2\u30ab\u30a6\u30f3\u30c8\u3055\u3048\u3042\u308c\u3070\u7121\u6599\u3067\u4f7f\u3048\u308b\u300c<span class=\"swl-marker mark_green\">Google Colaboratory<\/span>\u300d\u3092\u4f7f\u3048\u3070\u30015\u79d2\u3067Python\u306e\u5b9f\u884c\u74b0\u5883\u304c\u624b\u306b\u5165\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u632b\u6298\u8981\u56e02\uff1a\u6570\u5b66\u30a2\u30ec\u30eb\u30ae\u30fc\u3068\u5b8c\u74a7\u4e3b\u7fa9<\/h4>\n\n\n\n<p><strong>\u75c7\u72b6\uff1a<\/strong>&nbsp;\u5c02\u9580\u66f8\u3092\u958b\u3044\u305f\u77ac\u9593\u3001\u30b7\u30b0\u30de\uff08\u2211\uff09\u3084\u504f\u5fae\u5206\uff08\u2202\uff09\u306e\u6570\u5f0f\u306b\u5727\u5012\u3055\u308c\u3001\u300c\u3053\u308c\u3092\u5b8c\u5168\u306b\u7406\u89e3\u3057\u306a\u3044\u3068\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u9032\u3081\u306a\u3044\u300d\u3068\u601d\u3044\u8fbc\u3093\u3067\u8db3\u8e0f\u307f\u3057\u3066\u3057\u307e\u3046\u3002<br><strong>\u5bfe\u7b56\uff1a<\/strong>&nbsp;\u300c\u6570\u5b66\u306f\u5f8c\u56de\u3057\u300d\u3067OK\u3067\u3059\u3002\u307e\u305a\u306f\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3063\u3066\u52d5\u304f\u3082\u306e\u3092\u4f5c\u308a\u3001\u697d\u3057\u3055\u3092\u77e5\u3063\u3066\u304b\u3089\u3001\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u306e\u4e2d\u8eab\u3092\u5c11\u3057\u305a\u3064\u8997\u304d\u306b\u884c\u304f\u30b9\u30bf\u30f3\u30b9\u3067\u9032\u3081\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u632b\u6298\u8981\u56e03\uff1a\u5b64\u72ec\u3068\u30a8\u30e9\u30fc\u306e\u653e\u7f6e<\/h4>\n\n\n\n<p><strong>\u75c7\u72b6\uff1a<\/strong>&nbsp;\u305f\u3063\u305f\u4e00\u3064\u306e\u30a8\u30e9\u30fc\u89e3\u6c7a\u306b3\u65e5\u3082\u60a9\u307f\u7d9a\u3051\u3001\u8ab0\u306b\u3082\u76f8\u8ac7\u3067\u304d\u305a\u306b\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u304c\u67af\u6e07\u3059\u308b\u3002<br><strong>\u5bfe\u7b56\uff1a<\/strong>&nbsp;\u30a8\u30e9\u30fc\u6587\u3092\u305d\u306e\u307e\u307eChatGPT\u306b\u8cbc\u308a\u4ed8\u3051\u3066\u805e\u3044\u3066\u307f\u308b\u3001\u3042\u308b\u3044\u306fTeratail\u3084Stack Overflow\u306a\u3069\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3092\u6d3b\u7528\u3059\u308b\u3002\u300c\u30a8\u30e9\u30fc\u306f\u53cb\u9054\u300d\u304f\u3089\u3044\u306e\u611f\u899a\u3067\u3001\u89e3\u6c7a\u30d7\u30ed\u30bb\u30b9\u81ea\u4f53\u3092\u697d\u3057\u3080\u4f59\u88d5\u3092\u6301\u3064\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n<h3 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class=\"wp-block-heading\">1. \u5e73\u65e5\u3068\u9031\u672b\u306e\u5f79\u5272\u5206\u62c5<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5e73\u65e5\uff08\u9699\u9593\u6642\u9593\u306e\u6d3b\u7528\uff09<\/strong>\uff1a\u901a\u52e4\u96fb\u8eca\u306e\u4e2d\u3084\u663c\u4f11\u307f\u306f\u3001\u52d5\u753b\u6559\u6750\uff08Udemy\u306a\u3069\uff09\u3092\u898b\u3066\u300c\u30a4\u30f3\u30d7\u30c3\u30c8\u300d\u306b\u5fb9\u3057\u307e\u3059\u3002PC\u3092\u958b\u304f\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u77e5\u8b58\u3092\u982d\u306b\u5165\u308c\u308b\u3060\u3051\u3067OK\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u9031\u672b\uff08\u307e\u3068\u307e\u3063\u305f\u6642\u9593\u306e\u78ba\u4fdd\uff09<\/strong>\uff1a\u5e73\u65e5\u306b\u30a4\u30f3\u30d7\u30c3\u30c8\u3057\u305f\u5185\u5bb9\u3092\u5143\u306b\u3001\u9031\u672b\u306e2\u301c3\u6642\u9593\u3092\u4f7f\u3063\u3066\u5b9f\u969b\u306b\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u300c\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u300d\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">2. 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class=\"wp-block-heading\">AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u4f55\u304b\u3089\u59cb\u3081\u308b\u3068\u5c31\u8077\u3067\u304d\u308b\u304b<\/h2>\n\n\n\n<p>\u57fa\u790e\u77e5\u8b58\u3092\u8eab\u306b\u3064\u3051\u305f\u3060\u3051\u3067\u306f\u3001\u6b8b\u5ff5\u306a\u304c\u3089AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u306e\u30ad\u30e3\u30ea\u30a2\u306f\u30b9\u30bf\u30fc\u30c8\u3057\u307e\u305b\u3093\u3002\u300c\u5b66\u7fd2\u8005\u300d\u304b\u3089\u30d7\u30ed\u306e\u300c\u30a8\u30f3\u30b8\u30cb\u30a2\u300d\u3078\u3068\u8131\u76ae\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u5b9f\u52d9\u80fd\u529b\u306e\u8a3c\u660e\u3068\u3001\u5e02\u5834\u30cb\u30fc\u30ba\u3078\u306e\u9069\u5fdc\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u3053\u3053\u304b\u3089\u306f\u3001\u5b66\u7fd2\u30d5\u30a7\u30fc\u30ba\u3092\u7d42\u3048\u305f\u3042\u306a\u305f\u304c\u3001\u5b9f\u969b\u306b\u5c31\u8077\u30fb\u8ee2\u8077\u3092\u52dd\u3061\u53d6\u308b\u305f\u3081\u306e\u5177\u4f53\u7684\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u30d7\u30e9\u30f3\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u5fc5\u8981\u306a\u52c9\u5f37\u6642\u9593\u306e\u76ee\u5b89<\/h3>\n\n\n\n<p>\u672a\u7d4c\u9a13\u304b\u3089AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u5c31\u8077\u53ef\u80fd\u306a\u30ec\u30d9\u30eb\u306b\u5230\u9054\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u5b66\u7fd2\u6642\u9593\u306f\u3001\u4e00\u822c\u7684\u306b<strong>300\u301c600\u6642\u9593<\/strong>\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u6570\u5b57\u3092\u898b\u3066\u300c\u9577\u3044\u306a\u2026\u300d\u3068\u611f\u3058\u305f\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u5185\u8a33\u3092\u898b\u3066\u307f\u308b\u3068\u73fe\u5b9f\u7684\u306a\u6570\u5b57\u3067\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u57fa\u790e\u7fd2\u5f97\u30d5\u30a7\u30fc\u30ba\uff08Python\u3001\u6570\u5b66\u3001\u7d71\u8a08\uff09\uff1a\u7d04200\u6642\u9593<\/strong>\u00a0\u6587\u6cd5\u3092\u899a\u3048\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u57fa\u672c\u64cd\u4f5c\u306b\u6163\u308c\u308b\u307e\u3067\u306e\u671f\u9593\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5fdc\u7528\u30fb\u5b9f\u8df5\u30d5\u30a7\u30fc\u30ba\uff08\u6a5f\u68b0\u5b66\u7fd2\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff09\uff1a\u7d04200\u6642\u9593<\/strong>\u00a0\u30e2\u30c7\u30eb\u69cb\u7bc9\u306e\u7406\u8ad6\u3068\u5b9f\u88c5\u3092\u5b66\u3073\u3001\u7cbe\u5ea6\u6539\u5584\u306e\u30c6\u30af\u30cb\u30c3\u30af\u3092\u7fd2\u5f97\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5c31\u6d3b\u6e96\u5099\u30d5\u30a7\u30fc\u30ba\uff08\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u4f5c\u6210\u3001\u9762\u63a5\u5bfe\u7b56\uff09\uff1a\u7d04100\u301c200\u6642\u9593<\/strong>\u00a0\u81ea\u5206\u306e\u30b9\u30ad\u30eb\u3092\u5bfe\u5916\u7684\u306b\u8a3c\u660e\u3059\u308b\u305f\u3081\u306e\u6210\u679c\u7269\u3092\u4f5c\u308a\u8fbc\u307f\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4eee\u306b\u3001\u5e73\u65e5\u306b1\u6642\u9593\u3001\u9031\u672b\u306b\u8a085\u6642\u9593\u306e\u5b66\u7fd2\u6642\u9593\u3092\u78ba\u4fdd\u3067\u304d\u305f\u3068\u3059\u308b\u3068\u3001\u9031\u306b10\u6642\u9593\u3002\u3053\u308c\u3092\u7d99\u7d9a\u3059\u308c\u3070\u3001\u7d047\u30f6\u6708\u301c1\u5e74\u7a0b\u5ea6\u3067\u5230\u9054\u3067\u304d\u308b\u8a08\u7b97\u306b\u306a\u308a\u307e\u3059\u3002\u3082\u3061\u308d\u3093\u3001\u3053\u308c\u306f\u3042\u304f\u307e\u3067\u300c\u30b9\u30bf\u30fc\u30c8\u30e9\u30a4\u30f3\u306b\u7acb\u3064\u305f\u3081\u306e\u6700\u4f4e\u30e9\u30a4\u30f3\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u7d4c\u6e08\u7523\u696d\u7701\u306e\u8abf\u67fb\u306b\u3088\u308b\u3068\u30012030\u5e74\u306b\u306f\u6700\u5927\u3067\u7d0479\u4e07\u4eba\u306eIT\u4eba\u6750\u304c\u4e0d\u8db3\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\uff08\u51fa\u5178\uff1a\u7d4c\u6e08\u7523\u696d\u7701\u300eIT\u4eba\u6750\u9700\u7d66\u306b\u95a2\u3059\u308b\u8abf\u67fb\u300f\uff09\u3002\u3053\u306e\u5727\u5012\u7684\u306a\u4eba\u6750\u4e0d\u8db3\u306e\u6ce2\u306b\u4e57\u308b\u305f\u3081\u306b\u306f\u3001\u4eca\u306e\u3046\u3061\u304b\u3089\u30b3\u30c4\u30b3\u30c4\u3068\u5b66\u7fd2\u6642\u9593\u3092\u7a4d\u307f\u4e0a\u3052\u3066\u3044\u304f\u3053\u3068\u304c\u3001\u5c06\u6765\u306e\u81ea\u5206\u3078\u306e\u6700\u5927\u306e\u6295\u8cc7\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u3082\u3057\u672a\u7d4c\u9a13\u304b\u3089\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u8ee2\u8077\u306b\u3064\u3044\u3066\u3001\u8077\u7a2e\u306e\u9078\u3073\u65b9\u3084\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6d3b\u7528\u6cd5\u306a\u3069\u3092\u3055\u3089\u306b\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u5834\u5408\u306f\u3001<a href=\"https:\/\/megliofuturo.co.jp\/media\/how-to-engineer\/\">\u672a\u7d4c\u9a13\u304b\u3089\u6700\u77ed\u3067IT\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u306b\u306f\uff1f\u76ee\u6307\u3059\u65b9\u6cd5\u3084\u5411\u3044\u3066\u3044\u308b\u4eba\u306e\u7279\u5fb4<\/a>\u3092\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u3082\u4f75\u305b\u3066\u8aad\u3080\u3068\u3001\u30ad\u30e3\u30ea\u30a2\u30d1\u30b9\u306e\u89e3\u50cf\u5ea6\u304c\u3088\u308a\u9bae\u660e\u306b\u306a\u308a\u307e\u3059\u3088\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u72ec\u5b66\u3067\u76ee\u6307\u305b\u308b\u304b<\/h3>\n\n\n\n<p>\u300c\u9ad8\u3044\u304a\u91d1\u3092\u6255\u3063\u3066\u30b9\u30af\u30fc\u30eb\u306b\u901a\u3046\u3079\u304d\u304b\u3001\u305d\u308c\u3068\u3082\u72ec\u5b66\u3067\u9811\u5f35\u308b\u3079\u304d\u304b\u300d\u3068\u3044\u3046\u306e\u306f\u3001\u591a\u304f\u306e\u4eba\u304c\u76f4\u9762\u3059\u308b\u7a76\u6975\u306e\u4e8c\u629e\u3067\u3059\u3088\u306d\u3002\u7d50\u8ad6\u304b\u3089\u8a00\u3046\u3068\u3001<strong>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u72ec\u5b66\u3067\u3082\u5341\u5206\u306b\u76ee\u6307\u305b\u307e\u3059\u3002<\/strong>&nbsp;\u3057\u304b\u3057\u3001\u305d\u3053\u306b\u306f\u660e\u78ba\u306a\u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8\u304c\u5b58\u5728\u3057\u3001\u300c\u52b9\u7387\u300d\u3068\u300c\u30ea\u30b9\u30af\u300d\u306e\u5929\u79e4\u306b\u304b\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u72ec\u5b66\u306e\u30e1\u30ea\u30c3\u30c8<\/strong>\u306f\u3001\u4f55\u3068\u8a00\u3063\u3066\u3082\u8cbb\u7528\u3092\u5727\u5012\u7684\u306b\u6291\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002\u73fe\u5728\u306f\u7121\u6599\u3084\u5b89\u4fa1\u306a\u826f\u8cea\u6559\u6750\u304c\u6ea2\u308c\u3066\u304a\u308a\u3001\u6708\u984d\u6570\u5343\u5186\u7a0b\u5ea6\u3067\u3082\u5341\u5206\u306a\u5b66\u7fd2\u74b0\u5883\u304c\u6574\u3044\u307e\u3059\u3002\u81ea\u5206\u306e\u30da\u30fc\u30b9\u3067\u597d\u304d\u306a\u5206\u91ce\u3092\u6df1\u6398\u308a\u3067\u304d\u308b\u306e\u3082\u9b45\u529b\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3067\u3001<strong>\u72ec\u5b66\u306e\u30c7\u30e1\u30ea\u30c3\u30c8<\/strong>\u306f\u300c\u6642\u9593\u306e\u30ed\u30b9\u300d\u3068\u300c\u632b\u6298\u7387\u306e\u9ad8\u3055\u300d\u3067\u3059\u3002\u300c\u4f55\u304c\u308f\u304b\u3089\u306a\u3044\u304b\u304c\u308f\u304b\u3089\u306a\u3044\u300d\u72b6\u614b\u306b\u9665\u3063\u305f\u3068\u304d\u3001\u72ec\u5b66\u3060\u3068\u89e3\u6c7a\u306b\u6570\u65e5\u304b\u304b\u308b\u30a8\u30e9\u30fc\u3082\u3001\u30e1\u30f3\u30bf\u30fc\u304c\u3044\u308c\u30705\u5206\u3067\u89e3\u6c7a\u3059\u308b\u3053\u3068\u306f\u30b6\u30e9\u306b\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u5b66\u7fd2\u306e\u65b9\u5411\u4fee\u6b63\u3092\u3057\u3066\u304f\u308c\u308b\u4eba\u304c\u3044\u306a\u3044\u305f\u3081\u3001\u5b9f\u52d9\u3067\u306f\u4f7f\u308f\u308c\u306a\u3044\u53e4\u3044\u6280\u8853\u3092\u5ef6\u3005\u3068\u52c9\u5f37\u3057\u3066\u3057\u307e\u3046\u30ea\u30b9\u30af\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3082\u3057\u8cc7\u91d1\u306b\u4f59\u88d5\u304c\u3042\u308a\u3001\u300c\u6642\u9593\u3092\u8cb7\u3044\u305f\u3044\u300d\u3068\u8003\u3048\u308b\u306a\u3089\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30af\u30fc\u30eb\u306e\u5229\u7528\u306f\u975e\u5e38\u306b\u8ce2\u3044\u9078\u629e\u3067\u3059\u3002\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u304c\u4f53\u7cfb\u5316\u3055\u308c\u3066\u304a\u308a\u3001\u5f37\u5236\u529b\u306e\u3042\u308b\u74b0\u5883\u306b\u8eab\u3092\u7f6e\u304f\u3053\u3068\u3067\u3001\u5b66\u7fd2\u901f\u5ea6\u306f\u72ec\u5b66\u306e\u6570\u500d\u306b\u306a\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u56fd\u3082\u300c\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u300d\u3092\u63a8\u9032\u3057\u3066\u304a\u308a\u3001\u539a\u751f\u52b4\u50cd\u7701\u306e\u300c\u6559\u80b2\u8a13\u7df4\u7d66\u4ed8\u5236\u5ea6\u300d\u3092\u5229\u7528\u3059\u308c\u3070\u3001\u53d7\u8b1b\u6599\u306e\u6700\u592770%\uff08\u4e0a\u965056\u4e07\u5186\uff09\u304c\u7d66\u4ed8\u3055\u308c\u308b\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\uff08\u51fa\u5178\uff1a\u539a\u751f\u52b4\u50cd\u7701\u300e\u6559\u80b2\u8a13\u7df4\u7d66\u4ed8\u5236\u5ea6\u300f\uff09\u3002\u3053\u3046\u3057\u305f\u5236\u5ea6\u3092\u3046\u307e\u304f\u6d3b\u7528\u3059\u308c\u3070\u3001\u91d1\u92ad\u7684\u306a\u8ca0\u62c5\u3092\u5927\u5e45\u306b\u6e1b\u3089\u3057\u3064\u3064\u3001\u9ad8\u54c1\u8cea\u306a\u6559\u80b2\u3092\u53d7\u3051\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3088\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI\u3092\u5b66\u3076\u7121\u6599\u30b5\u30a4\u30c8\u3068\u6559\u6750\u306e\u6d3b\u7528\u6cd5<\/h3>\n\n\n\n<p>\u72ec\u5b66\u3067\u9032\u3081\u308b\u65b9\u306b\u3068\u3063\u3066\u3001\u6559\u6750\u9078\u3073\u306f\u6b7b\u6d3b\u554f\u984c\u3067\u3059\u3002\u5e78\u3044\u306a\u3053\u3068\u306b\u3001\u73fe\u5728\u306f\u7121\u6599\u3067\u30d7\u30ed\u30ec\u30d9\u30eb\u306e\u77e5\u8b58\u304c\u5b66\u3079\u308b\u30b5\u30a4\u30c8\u304c\u6570\u591a\u304f\u5b58\u5728\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u3092\u8ce2\u304f\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u3067\u3001\u521d\u671f\u30b3\u30b9\u30c8\u3092\u307b\u307c\u30bc\u30ed\u306b\u6291\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u30b5\u30a4\u30c8\u540d<\/th><th>\u7279\u5fb4\u3068\u6d3b\u7528\u6cd5<\/th><th>\u63a8\u5968\u30ec\u30d9\u30eb<\/th><\/tr><\/thead><tbody><tr><td><strong>Google Colaboratory<\/strong><\/td><td>\u5b66\u7fd2\u306e\u5fc5\u9808\u30c4\u30fc\u30eb\u3002\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067Python\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u30fb\u5b9f\u884c\u3067\u304d\u308b\u74b0\u5883\u3002\u9ad8\u6027\u80fd\u306aGPU\u3082\u4e00\u5b9a\u67a0\u7121\u6599\u3067\u4f7f\u3048\u308b\u305f\u3081\u3001\u6df1\u5c64\u5b66\u7fd2\u306e\u8a08\u7b97\u3082\u53ef\u80fd\u3067\u3059\u3002<\/td><td>\u5168\u30ec\u30d9\u30eb<\/td><\/tr><tr><td><strong>Chainer \u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<\/strong><\/td><td>\u65e5\u672c\u8a9e\u3067\u66f8\u304b\u308c\u305f\u6a5f\u68b0\u5b66\u7fd2\u6559\u6750\u306e\u6700\u9ad8\u5cf0\u3002\u6570\u5b66\u306e\u57fa\u790e\u304b\u3089\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u5b9f\u88c5\u307e\u3067\u3001\u975e\u5e38\u306b\u4e01\u5be7\u306b\u89e3\u8aac\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306fPyTorch\u306a\u3069\u3067\u8aad\u307f\u66ff\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u7406\u8ad6\u5b66\u7fd2\u306b\u306f\u6700\u9069\u3067\u3059\u3002<\/td><td>\u521d\u7d1a\u301c\u4e2d\u7d1a<\/td><\/tr><tr><td><strong>Kaggle\uff08\u30ab\u30b0\u30eb\uff09<\/strong><\/td><td>\u4e16\u754c\u6700\u5927\u306e\u30c7\u30fc\u30bf\u5206\u6790\u30b3\u30f3\u30da\u30c6\u30a3\u30b7\u30e7\u30f3\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002\u4f01\u696d\u304c\u63d0\u4f9b\u3059\u308b\u30ea\u30a2\u30eb\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u89e6\u308c\u308b\u307b\u304b\u3001\u4e16\u754c\u4e2d\u306e\u512a\u79c0\u306a\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u516c\u958b\u3057\u3066\u3044\u308b\u30b3\u30fc\u30c9\uff08Notebook\uff09\u3092\u8aad\u3080\u3053\u3068\u304c\u3001\u6700\u9ad8\u306e\u5b9f\u8df5\u7df4\u7fd2\u306b\u306a\u308a\u307e\u3059\u3002<\/td><td>\u4e2d\u7d1a\u301c\u4e0a\u7d1a<\/td><\/tr><tr><td><strong>Paiza \/ Progate<\/strong><\/td><td>\u74b0\u5883\u69cb\u7bc9\u4e0d\u8981\u3067\u3001\u30b2\u30fc\u30e0\u611f\u899a\u3067\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u57fa\u790e\u6587\u6cd5\u3092\u5b66\u3079\u307e\u3059\u3002\u300c\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u300d\u3068\u3044\u3046\u884c\u70ba\u306b\u6163\u308c\u308b\u305f\u3081\u306e\u6700\u521d\u306e1\u9031\u9593\u306b\u6700\u9069\u3067\u3059\u3002<\/td><td>\u8d85\u5165\u9580<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u7121\u6599\u6559\u6750\u306e\u6700\u5927\u306e\u6b20\u70b9\u306f\u300c\u5f37\u5236\u529b\u304c\u306a\u3044\u300d\u3053\u3068\u3067\u3059\u3002\u3044\u3064\u3067\u3082\u8f9e\u3081\u3089\u308c\u308b\u74b0\u5883\u3060\u304b\u3089\u3053\u305d\u3001\u81ea\u5206\u3067\u5b66\u7fd2\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3092\u7ba1\u7406\u3057\u3001\u5f37\u3044\u610f\u5fd7\u3092\u6301\u3063\u3066\u7d99\u7d9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u300c\u7121\u6599\u3060\u304b\u3089\u3068\u308a\u3042\u3048\u305a\u767b\u9332\u3060\u3051\u3057\u3066\u7d42\u308f\u308a\u300d\u306b\u306a\u3089\u306a\u3044\u3088\u3046\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u63a1\u7528\u306b\u52b9\u304f\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u4f5c\u6210\u8853<\/h3>\n\n\n\n<p>\u672a\u7d4c\u9a13\u304b\u3089AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u63a1\u7528\u3055\u308c\u308b\u305f\u3081\u306b\u3001\u6700\u3082\u5f37\u529b\u306a\u6b66\u5668\u3068\u306a\u308b\u306e\u304c\u300c\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\uff08\u6210\u679c\u7269\uff09\u300d\u3067\u3059\u3002\u5b9f\u52d9\u7d4c\u9a13\u304c\u306a\u3044\u5834\u5408\u3001\u63a1\u7528\u62c5\u5f53\u8005\u306f\u300c\u3042\u306a\u305f\u304c\u3069\u308c\u3060\u3051\u71b1\u610f\u3092\u6301\u3063\u3066\u5b66\u7fd2\u3057\u3001\u5b9f\u969b\u306b\u624b\u3092\u52d5\u304b\u3057\u3066\u4f55\u304b\u3092\u4f5c\u308a\u4e0a\u3052\u3089\u308c\u308b\u529b\u304c\u3042\u308b\u304b\u300d\u3092\u3001\u3053\u306e\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3092\u901a\u3058\u3066\u5224\u65ad\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u6b8b\u5ff5\u306a\u3053\u3068\u306b\u591a\u304f\u306e\u521d\u5b66\u8005\u304c\u300c\u8a55\u4fa1\u3055\u308c\u306a\u3044\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u300d\u3092\u4f5c\u3063\u3066\u3057\u307e\u3044\u3001\u66f8\u985e\u9078\u8003\u3067\u6d99\u3092\u98f2\u3093\u3067\u3044\u308b\u306e\u304c\u73fe\u5b9f\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3067\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u304c\u63a1\u7528\u62c5\u5f53\u8005\u306e\u76ee\u306b\u7559\u307e\u308a\u3001\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u30b9\u30eb\u30fc\u3055\u308c\u3066\u3057\u307e\u3046\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u3053\u3053\u3067\u306f\u3001\u30e9\u30a4\u30d0\u30eb\u3068\u5dee\u3092\u3064\u3051\u308b\u305f\u3081\u306e\u6226\u7565\u7684\u306a\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u4f5c\u6210\u8853\u3092\u4f1d\u6388\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. \u300c\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306e\u30b3\u30d4\u30fc\u300d\u306f\u7d76\u5bfe\u306bNG<\/h4>\n\n\n\n<p class=\"is-style-icon_bad\"><strong>\u907f\u3051\u308b\u3079\u304d\u4f8b<\/strong><br>\u30fb\u6559\u79d1\u66f8\u306e\u30b3\u30fc\u30c9\u3092\u305d\u306e\u307e\u307e\u66f8\u304d\u5199\u3057\u305f\u3060\u3051\u306e\u300c\u624b\u66f8\u304d\u6587\u5b57\u8a8d\u8b58\uff08MNIST\uff09\u300d<br>\u30fbKaggle\u306e\u5165\u9580\u8ab2\u984c\u3068\u3057\u3066\u6709\u540d\u306a\u300cTitanic\u53f7\u306e\u751f\u5b58\u4e88\u6e2c\u300d<br>\u30fb\u30b3\u30fc\u30c9\u306e\u4e2d\u8eab\u3092\u7406\u89e3\u305b\u305a\u3001\u30b3\u30d4\u30da\u3067\u52d5\u304b\u3057\u305f\u3060\u3051\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306f\u5b66\u7fd2\u306e\u904e\u7a0b\u3068\u3057\u3066\u306f\u7d20\u6674\u3089\u3057\u3044\u7b2c\u4e00\u6b69\u3067\u3059\u304c\u3001\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3068\u3057\u3066\u63d0\u51fa\u3059\u308b\u306b\u306f\u5f31\u3059\u304e\u307e\u3059\u3002\u306a\u305c\u306a\u3089\u3001\u63a1\u7528\u62c5\u5f53\u8005\u306f\u3053\u308c\u3089\u3092\u4f55\u767e\u56de\u3068\u898b\u305b\u3089\u308c\u3066\u304a\u308a\u3001\u300c\u307e\u305f\u3053\u308c\u304b\u2026\u300d\u3068\u601d\u308f\u308c\u3066\u3057\u307e\u3046\u304b\u3089\u3067\u3059\u3002\u3053\u3053\u306b\u306f\u3042\u306a\u305f\u72ec\u81ea\u306e\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u3084\u3001\u8ab2\u984c\u89e3\u6c7a\u3078\u306e\u5de5\u592b\u304c\u898b\u3048\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2. \u8a55\u4fa1\u3055\u308c\u308b\u306e\u306f\u300c\u72ec\u81ea\u306e\u8ab2\u984c\u300d\u3068\u300c\u30b9\u30c8\u30fc\u30ea\u30fc\u300d<\/h4>\n\n\n\n<p>\u9ad8\u304f\u8a55\u4fa1\u3055\u308c\u308b\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306b\u306f\u3001\u5fc5\u305a<strong>\u300c\u3042\u306a\u305f\u306a\u308a\u306e\u30b9\u30c8\u30fc\u30ea\u30fc\u300d<\/strong>\u304c\u3042\u308a\u307e\u3059\u3002\u300c\u306a\u305c\u305d\u306e\u30a2\u30d7\u30ea\u3092\u4f5c\u308d\u3046\u3068\u601d\u3063\u305f\u306e\u304b\u300d\u300c\u958b\u767a\u4e2d\u306b\u3069\u3093\u306a\u58c1\u306b\u3076\u3064\u304b\u308a\u3001\u3069\u3046\u4e57\u308a\u8d8a\u3048\u305f\u306e\u304b\u300d\u3068\u3044\u3046\u30d7\u30ed\u30bb\u30b9\u3053\u305d\u304c\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u306e\u8cc7\u8cea\u3092\u96c4\u5f01\u306b\u8a9e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u8a55\u4fa1\u3055\u308c\u308b\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306e\u69cb\u6210\u6848\uff08\u4f8b\uff09\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30c6\u30fc\u30de\u8a2d\u5b9a\uff1a<\/strong>\u300c\u6bce\u65e5\u306e\u732e\u7acb\u3092\u8003\u3048\u308b\u306e\u304c\u9762\u5012\u300d\u3068\u3044\u3046\u8eab\u8fd1\u306a\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u300e\u51b7\u8535\u5eab\u306e\u6b8b\u308a\u7269\u753b\u50cf\u304b\u3089\u30ec\u30b7\u30d4\u63d0\u6848\u30a2\u30d7\u30ea\u300f<\/li>\n\n\n\n<li><strong>\u6280\u8853\u9078\u5b9a\uff1a<\/strong>\u753b\u50cf\u8a8d\u8b58\u306b\u306fOpenAI\u306eVision API\u3092\u4f7f\u7528\u3057\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u306fPython\uff08FastAPI\uff09\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u306fStreamlit\u3067\u69cb\u7bc9\u3002<\/li>\n\n\n\n<li><strong>\u5de5\u592b\u3057\u305f\u70b9\uff1a<\/strong>\u5358\u306b\u30ec\u30b7\u30d4\u3092\u51fa\u3059\u3060\u3051\u3067\u306a\u304f\u3001\u8cde\u5473\u671f\u9650\u304c\u8fd1\u3044\u98df\u6750\u3092\u512a\u5148\u3059\u308b\u30ed\u30b8\u30c3\u30af\u3092\u7d44\u307f\u8fbc\u3093\u3060\u3002API\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u6642\u9593\u3092\u77ed\u7e2e\u3059\u308b\u305f\u3081\u306b\u30ad\u30e3\u30c3\u30b7\u30e5\u6a5f\u80fd\u3092\u5b9f\u88c5\u3057\u305f\u3002<\/li>\n\n\n\n<li><strong>\u30c7\u30d7\u30ed\u30a4\uff1a<\/strong>\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3060\u3051\u3067\u306a\u304f\u3001\u30af\u30e9\u30a6\u30c9\uff08Render\u3084Streamlit Community Cloud\uff09\u4e0a\u3067\u5b9f\u969b\u306b\u8ab0\u3067\u3082\u4f7f\u3048\u308b\u72b6\u614b\u3067\u516c\u958b\u3057\u3066\u3044\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u300c\u81ea\u5206\u306e\u534a\u5f845\u30e1\u30fc\u30c8\u30eb\u4ee5\u5185\u306e\u8ab2\u984c\u300d\u3092\u89e3\u6c7a\u3059\u308b\u30c4\u30fc\u30eb\u306f\u3001\u30aa\u30ea\u30b8\u30ca\u30ea\u30c6\u30a3\u304c\u51fa\u3084\u3059\u304f\u3001\u9762\u63a5\u3067\u3082\u71b1\u91cf\u3092\u6301\u3063\u3066\u8a71\u305b\u308b\u305f\u3081\u975e\u5e38\u306b\u6709\u5229\u3067\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3. GitHub\u306e\u300cREADME\u300d\u3092\u5c65\u6b74\u66f8\u3060\u3068\u601d\u3048<\/h4>\n\n\n\n<p>\u3069\u308c\u307b\u3069\u7d20\u6674\u3089\u3057\u3044\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u3066\u3082\u3001GitHub\u306e\u30c8\u30c3\u30d7\u30da\u30fc\u30b8\uff08README.md\uff09\u306b\u4f55\u3082\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u5fd9\u3057\u3044\u63a1\u7528\u62c5\u5f53\u8005\u306f\u30b3\u30fc\u30c9\u3092\u8aad\u3093\u3067\u304f\u308c\u307e\u305b\u3093\u3002README\u306f\u3001\u3042\u306a\u305f\u306e\u30a2\u30d7\u30ea\u306e\u300c\u9854\u300d\u3067\u3042\u308a\u300c\u8aac\u660e\u66f8\u300d\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u9805\u76ee\u3092\u5fc5\u305a\u8a18\u8f09\u3057\u3001\u8aad\u307f\u624b\u304c\u8ff7\u308f\u306a\u3044\u3088\u3046\u306b\u914d\u616e\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30a2\u30d7\u30ea\u540d\u3068\u6982\u8981\uff1a<\/strong>3\u884c\u3067\u300c\u4f55\u304c\u3067\u304d\u308b\u30a2\u30d7\u30ea\u304b\u300d\u3092\u8aac\u660e\u3059\u308b\u3002<\/li>\n\n\n\n<li><strong>\u30c7\u30e2URL\uff1a<\/strong>\u5b9f\u969b\u306b\u52d5\u304fWeb\u30a2\u30d7\u30ea\u3078\u306e\u30ea\u30f3\u30af\u3002<\/li>\n\n\n\n<li><strong>\u4f7f\u7528\u6280\u8853\uff1a<\/strong>\u8a00\u8a9e\u3001\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3001\u30a4\u30f3\u30d5\u30e9\u69cb\u6210\u56f3\u3002<\/li>\n\n\n\n<li><strong>\u958b\u767a\u80cc\u666f\uff1a<\/strong>\u306a\u305c\u3053\u308c\u3092\u4f5c\u3063\u305f\u306e\u304b\u3002<\/li>\n\n\n\n<li><strong>\u82e6\u52b4\u3057\u305f\u70b9\u3068\u89e3\u6c7a\u7b56\uff1a<\/strong>\u30a8\u30e9\u30fc\u89e3\u6c7a\u306e\u30d7\u30ed\u30bb\u30b9\u306a\u3069\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2025\u5e74\u4ee5\u964d\u306eAI\u6280\u8853\u30c8\u30ec\u30f3\u30c9<\/h3>\n\n\n\n<p>AI\u306e\u4e16\u754c\u306f\u30c9\u30c3\u30b0\u30a4\u30e4\u30fc\uff08\u72ac\u306e1\u5e74\u306f\u4eba\u9593\u306e7\u5e74\uff09\u3069\u3053\u308d\u304b\u3001\u30de\u30a6\u30b9\u30a4\u30e4\u30fc\uff08\u30cd\u30ba\u30df\u306e1\u5e74\u306f\u4eba\u9593\u306e18\u5e74\uff09\u3068\u547c\u3070\u308c\u308b\u307b\u3069\u9032\u5316\u306e\u30b9\u30d4\u30fc\u30c9\u304c\u51c4\u307e\u3058\u3044\u696d\u754c\u3067\u3059\u3002\u4eca\u5b66\u7fd2\u3057\u3066\u3044\u308b\u6280\u8853\u304c\u3001\u534a\u5e74\u5f8c\u306b\u306f\u300c\u30ec\u30ac\u30b7\u30fc\uff08\u53e4\u3044\u6280\u8853\uff09\u300d\u3068\u547c\u3070\u308c\u3066\u3044\u308b\u3053\u3068\u3082\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002\u3060\u304b\u3089\u3053\u305d\u3001\u3053\u308c\u304b\u3089\u5b66\u7fd2\u3092\u59cb\u3081\u308b\u3042\u306a\u305f\u306f\u3001\u73fe\u5728\u9032\u884c\u7cfb\u306e\u30c8\u30ec\u30f3\u30c9\u3060\u3051\u3067\u306a\u304f\u3001\u300c\u5c11\u3057\u5148\u306e\u672a\u6765\u300d\u3092\u898b\u636e\u3048\u3066\u5b66\u7fd2\u306e\u8235\u3092\u5207\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>2025\u5e74\u4ee5\u964d\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u6c42\u3081\u3089\u308c\u308b\u5f79\u5272\u306f\u300cAI\u30e2\u30c7\u30eb\u3092\u4f5c\u308b\u4eba\u300d\u304b\u3089<strong>\u300cAI\u3092\u4f7f\u3063\u3066\u4fa1\u5024\u3092\u751f\u307f\u51fa\u3059\u4eba\u300d<\/strong>\u3078\u3068\u5927\u304d\u304f\u30b7\u30d5\u30c8\u3057\u3066\u3044\u304f\u3067\u3057\u3087\u3046\u3002\u62bc\u3055\u3048\u3066\u304a\u304f\u3079\u304d\u4e3b\u8981\u306a\u30c8\u30ec\u30f3\u30c9\u306f\u4ee5\u4e0b\u306e3\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. \u300c\u4f5c\u308b\u300d\u304b\u3089\u300c\u7e4b\u3050\u300d\u3078\uff08LLM\u3068RAG\u306e\u53f0\u982d\uff09<\/h4>\n\n\n\n<p>\u4ee5\u524d\u306f\u3001\u7ffb\u8a33\u3084\u8981\u7d04\u3068\u3044\u3063\u305f\u30bf\u30b9\u30af\u3092\u884c\u3046\u305f\u3081\u306b\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30bc\u30ed\u304b\u3089\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001ChatGPT\uff08GPT-4\uff09\u3084Claude\u3068\u3044\u3063\u305f\u8d85\u9ad8\u6027\u80fd\u306a\u300c\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u300d\u304c\u767b\u5834\u3057\u305f\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u3092API\u7d4c\u7531\u3067\u5229\u7528\u3059\u308b\u958b\u767a\u30b9\u30bf\u30a4\u30eb\u304c\u4e3b\u6d41\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304c<strong>\u300cRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u300d<\/strong>\u3068\u3044\u3046\u6280\u8853\u3067\u3059\u3002\u3053\u308c\u306f\u3001AI\u306b\u3042\u3089\u304b\u3058\u3081\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u5c02\u9580\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u307e\u305b\u3001\u305d\u306e\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u56de\u7b54\u3055\u305b\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u4f01\u696d\u72ec\u81ea\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u30cb\u30fc\u30ba\u306f\u7206\u767a\u7684\u306b\u5897\u3048\u3066\u304a\u308a\u3001\u3053\u306e\u300cLLM \u00d7 \u72ec\u81ea\u30c7\u30fc\u30bf\u300d\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3067\u304d\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u4eca\u3069\u3053\u306b\u884c\u3063\u3066\u3082\u5f15\u304f\u624b\u3042\u307e\u305f\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3082\u3057\u3001\u300cAI\u306b\u4ed5\u4e8b\u3092\u596a\u308f\u308c\u308b\u306e\u3067\u306f\uff1f\u300d\u3068\u4e0d\u5b89\u306b\u611f\u3058\u3066\u3044\u308b\u306a\u3089\u3001<a href=\"https:\/\/megliofuturo.co.jp\/media\/lose-job\/\">ChatGPT\u304c\u3042\u3063\u3066\u3082\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u306e\u4ed5\u4e8b\u304c\u306a\u304f\u306a\u3089\u306a\u3044\u7406\u7531<\/a>\u3092\u8aad\u3093\u3067\u307f\u3066\u304f\u3060\u3055\u3044\u3002AI\u306f\u8077\u3092\u596a\u3046\u6575\u3067\u306f\u306a\u304f\u3001\u6700\u5f37\u306e\u76f8\u68d2\u306b\u306a\u308b\u3053\u3068\u304c\u3088\u304f\u308f\u304b\u308a\u307e\u3059\u3088\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2. MLOps\uff08\u6a5f\u68b0\u5b66\u7fd2\u57fa\u76e4\u306e\u904b\u7528\uff09\u306e\u91cd\u8981\u5316<\/h4>\n\n\n\n<p>AI\u30e2\u30c7\u30eb\u306f\u300c\u4f5c\u3063\u3066\u7d42\u308f\u308a\u300d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30ea\u30ea\u30fc\u30b9\u3057\u305f\u5f8c\u3082\u3001\u73fe\u5b9f\u4e16\u754c\u306e\u30c7\u30fc\u30bf\u306b\u5408\u308f\u305b\u3066\u7cbe\u5ea6\u3092\u76e3\u8996\u3057\u3001\u518d\u5b66\u7fd2\u3055\u305b\u7d9a\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u300c\u958b\u767a\u30fb\u904b\u7528\u30fb\u518d\u5b66\u7fd2\u300d\u306e\u30b5\u30a4\u30af\u30eb\u3092\u81ea\u52d5\u5316\u3059\u308b\u6280\u8853\u3092<strong>MLOps<\/strong>\u3068\u547c\u3073\u307e\u3059\u3002\u30e2\u30c7\u30eb\u3092\u4f5c\u308c\u308b\u4eba\u306f\u5897\u3048\u307e\u3057\u305f\u304c\u3001\u3053\u306e\u904b\u7528\u57fa\u76e4\u3092\u3057\u3063\u304b\u308a\u4f5c\u308c\u308b\u4eba\u306f\u307e\u3060\u5c11\u306a\u304f\u3001\u5e02\u5834\u4fa1\u5024\u304c\u975e\u5e38\u306b\u9ad8\u3044\u9818\u57df\u3067\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3. \u300c\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u300d\u00d7\u300cAI\u300d\u306e\u639b\u3051\u7b97<\/h4>\n\n\n\n<p>AI\u30c4\u30fc\u30eb\u306e\u6c11\u4e3b\u5316\uff08\u8ab0\u3067\u3082\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308b\u3053\u3068\uff09\u304c\u9032\u3080\u3068\u3001\u5358\u306b\u300cPython\u304c\u66f8\u3051\u308b\u300d\u3060\u3051\u306e\u4fa1\u5024\u306f\u76f8\u5bfe\u7684\u306b\u4e0b\u304c\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u91cd\u8981\u306b\u306a\u308b\u306e\u304c\u3001\u7279\u5b9a\u306e\u696d\u754c\u77e5\u8b58\uff08\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\uff09\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u639b\u3051\u5408\u308f\u305b<\/th><th>\u751f\u307e\u308c\u308b\u4fa1\u5024\u306e\u4f8b<\/th><\/tr><\/thead><tbody><tr><td><strong>AI \u00d7 \u533b\u7642<\/strong><\/td><td>\u30ec\u30f3\u30c8\u30b2\u30f3\u753b\u50cf\u304b\u3089\u306e\u7570\u5e38\u691c\u77e5\u652f\u63f4\u3001\u30ab\u30eb\u30c6\u8981\u7d04<\/td><\/tr><tr><td><strong>AI \u00d7 \u5c0f\u58f2<\/strong><\/td><td>\u5929\u5019\u3068\u30a4\u30d9\u30f3\u30c8\u60c5\u5831\u3092\u52a0\u5473\u3057\u305f\u9ad8\u7cbe\u5ea6\u306a\u9700\u8981\u4e88\u6e2c<\/td><\/tr><tr><td><strong>AI \u00d7 \u5efa\u8a2d<\/strong><\/td><td>\u73fe\u5834\u5199\u771f\u304b\u3089\u306e\u5371\u967a\u7b87\u6240\u81ea\u52d5\u5224\u5b9a\u3001\u5de5\u7a0b\u8868\u306e\u81ea\u52d5\u751f\u6210<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u3042\u306a\u305f\u304c\u3082\u3057\u7570\u696d\u7a2e\u304b\u3089\u306e\u8ee2\u8077\u3092\u76ee\u6307\u3057\u3066\u3044\u308b\u306a\u3089\u3001\u524d\u8077\u306e\u7d4c\u9a13\u3053\u305d\u304c\u6700\u5927\u306e\u6b66\u5668\u306b\u306a\u308a\u307e\u3059\u3002\u300cAI\u6280\u8853\u300d\u3068\u300c\u696d\u754c\u306e\u8ab2\u984c\u611f\u300d\u306e\u4e21\u65b9\u3092\u77e5\u3063\u3066\u3044\u308b\u4eba\u6750\u3053\u305d\u304c\u30012025\u5e74\u4ee5\u964d\u306e\u771f\u306e\u52dd\u3061\u7d44\u306b\u306a\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7d50\u8ad6\uff1aAI\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u4f55\u304b\u3089\u59cb\u3081\u308b\u304b<\/h3>\n\n\n\n<p>\u9577\u304f\u306a\u308a\u307e\u3057\u305f\u304c\u3001\u6700\u5f8c\u307e\u3067\u8aad\u3093\u3067\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3078\u306e\u9053\u306f\u3001\u6c7a\u3057\u3066\u5e73\u5766\u306a\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u3001\u6b63\u3057\u3044\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3068\u6226\u7565\u3092\u6301\u3061\u3001\u4e00\u6b69\u305a\u3064\u9032\u3093\u3067\u3044\u3051\u3070\u3001\u672a\u7d4c\u9a13\u304b\u3089\u3067\u3082\u5341\u5206\u306b\u5230\u9054\u53ef\u80fd\u306a\u76ee\u6a19\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u5f8c\u306b\u3001\u3053\u306e\u8a18\u4e8b\u306e\u8981\u70b9\u3092\u8e0f\u307e\u3048\u305f\u300c\u4eca\u65e5\u304b\u3089\u59cb\u3081\u308b\u30a2\u30af\u30b7\u30e7\u30f3\u30d7\u30e9\u30f3\uff08First 7 Days\uff09\u300d\u3092\u63d0\u793a\u3057\u3066\u7de0\u3081\u304f\u304f\u308a\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u4eca\u65e5\u304b\u3089\u59cb\u3081\u308b7\u65e5\u9593\u306e\u30b9\u30bf\u30fc\u30c8\u30c0\u30c3\u30b7\u30e5<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Day 1\uff08\u76ee\u7684\u8a2d\u5b9a\uff09\uff1a<\/strong>\u7d19\u3068\u30da\u30f3\u3092\u7528\u610f\u3057\u3001\u300c\u306a\u305cAI\u3092\u5b66\u3073\u305f\u3044\u306e\u304b\u300d\u300c\u4f55\u3092\u4f5c\u308c\u305f\u3089\u697d\u3057\u3044\u304b\u300d\u3092\u66f8\u304d\u51fa\u3059\u3002<\/li>\n\n\n\n<li><strong>Day 2\uff08\u74b0\u5883\u6e96\u5099\uff09\uff1a<\/strong>Google\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u300cGoogle Colaboratory\u300d\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u3001<code>print(\"Hello AI\")<\/code>\u3068\u5165\u529b\u3057\u3066\u5b9f\u884c\u3059\u308b\u3002<\/li>\n\n\n\n<li><strong>Day 3\u301c5\uff08\u57fa\u790e\u5b66\u7fd2\uff09\uff1a<\/strong>Progate\u3084\u7121\u6599\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u52d5\u753b\u3067\u3001Python\u306e\u5909\u6570\u30fb\u30ea\u30b9\u30c8\u30fbfor\u6587\u3092\u300c\u5199\u7d4c\u300d\u3059\u308b\u3002<\/li>\n\n\n\n<li><strong>Day 6\uff08AI\u4f53\u9a13\uff09\uff1a<\/strong>\u751f\u6210AI\uff08ChatGPT\u306a\u3069\uff09\u306b\u300cPython\u3067\u7c21\u5358\u306a\u96fb\u5353\u30a2\u30d7\u30ea\u306e\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u3066\u300d\u3068\u6307\u793a\u3057\u3001\u51fa\u529b\u3055\u308c\u305f\u30b3\u30fc\u30c9\u3092Colab\u3067\u52d5\u304b\u3057\u3066\u307f\u308b\u3002<\/li>\n\n\n\n<li><strong>Day 7\uff08\u632f\u308a\u8fd4\u308a\uff09\uff1a<\/strong>1\u9031\u9593\u3067\u300c\u4f55\u304c\u3067\u304d\u305f\u304b\u300d\u3092\u78ba\u8a8d\u3057\u3001\u6b21\u306e1\u30f6\u6708\u306e\u5b66\u7fd2\u8a08\u753b\uff08\u3069\u306e\u6559\u6750\u3092\u4f7f\u3046\u304b\uff09\u3092\u6c7a\u3081\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u6700\u521d\u306e\u4e00\u6b69\u3092\u8e0f\u307f\u51fa\u3059\u306e\u306b\u300110\u4e07\u5186\u306e\u30d1\u30bd\u30b3\u30f3\u3082\u3001\u9ad8\u984d\u306a\u30b9\u30af\u30fc\u30eb\u306e\u5951\u7d04\u3082\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002\u5fc5\u8981\u306a\u306e\u306f\u30d6\u30e9\u30a6\u30b6\u3068\u3001\u5c11\u3057\u306e\u597d\u5947\u5fc3\u3060\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u81ea\u5206\u306b\u306f\u96e3\u3057\u305d\u3046\u2026\u300d\u3068\u8ff7\u3063\u3066\u3044\u308b\u6642\u9593\u306f\u3082\u3063\u305f\u3044\u306a\u3044\u3067\u3059\u3088\u3002\u307e\u305a\u306f\u4eca\u65e5\u3001Google 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