{"id":205,"date":"2026-03-13T19:58:31","date_gmt":"2026-03-13T10:58:31","guid":{"rendered":"https:\/\/smoothly.jp\/media\/?p=205"},"modified":"2026-03-13T19:58:44","modified_gmt":"2026-03-13T10:58:44","slug":"the-complete-guide-to-learning-with-ai","status":"publish","type":"post","link":"https:\/\/smoothly.jp\/media\/2026\/03\/13\/the-complete-guide-to-learning-with-ai\/","title":{"rendered":"AI 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style=\"background-color: #ffff00;\">AI\u6280\u8853\u306f\u4eca\u307e\u3055\u306b\u6025\u901f\u306b\u9032\u5316\u3057\u3066\u304a\u308a\u3001\u5b66\u3073\u59cb\u3081\u308b\u306a\u3089\u4eca\u304c\u6700\u826f\u306e\u30bf\u30a4\u30df\u30f3\u30b0<\/span><\/strong>\u3067\u3059\u3002\u30c4\u30fc\u30eb\u306e\u4f7f\u3044\u3084\u3059\u3055\u3082\u683c\u6bb5\u306b\u5411\u4e0a\u3057\u3001\u30ce\u30fc\u30b3\u30fc\u30c9\u3067AI\u3092\u6d3b\u7528\u3067\u304d\u308b\u74b0\u5883\u3082\u6574\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>AI\u52c9\u5f37\u306b\u5fc5\u8981\u306a\u57fa\u790e\u77e5\u8b58\u30fb\u524d\u63d0\u30b9\u30ad\u30eb<\/h2>\n<p>AI\u52c9\u5f37\u3092\u59cb\u3081\u308b\u524d\u306b\u3001<b>\u81ea\u5206\u306e\u30b4\u30fc\u30eb\u306b\u5408\u308f\u305b\u305f\u5b66\u7fd2\u5185\u5bb9<\/b>\u3092\u628a\u63e1\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u300cAI\u3092\u4f7f\u3044\u3053\u306a\u3057\u305f\u3044\u300d\u306e\u304b\u300cAI\u3092\u958b\u767a\u3057\u305f\u3044\u300d\u306e\u304b\u306b\u3088\u3063\u3066\u3001\u5fc5\u8981\u306a\u524d\u63d0\u30b9\u30ad\u30eb\u304c\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u300cAI\u3092\u6d3b\u7528\u3059\u308b\u300d\u305f\u3081\u306b\u5fc5\u8981\u306a\u30b9\u30ad\u30eb<\/h3>\n<p>ChatGPT\u3084Midjourney\u3001Copilot\u306a\u3069\u306e<b>\u65e2\u5b58AI\u30c4\u30fc\u30eb\u3092\u696d\u52d9\u306b\u6d3b\u7528\u3059\u308b<\/b>\u30ec\u30d9\u30eb\u3067\u3042\u308c\u3070\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u306f\u4e0d\u8981\u3067\u3059\u3002\u5fc5\u8981\u306a\u306e\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u57fa\u790e\u77e5\u8b58\u3067\u3059\u3002<\/p>\n<ul>\n<li>AI\u30c4\u30fc\u30eb\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\uff09<\/li>\n<li>AI\u306e\u5f97\u610f\u30fb\u4e0d\u5f97\u610f\u3092\u7406\u89e3\u3059\u308b\u300cAI\u30ea\u30c6\u30e9\u30b7\u30fc\u300d<\/li>\n<li>\u81ea\u793e\u696d\u52d9\u3078\u306e\u5fdc\u7528\u30a2\u30a4\u30c7\u30a2\u3092\u51fa\u3059\u767a\u60f3\u529b<\/li>\n<\/ul>\n<h3>\u300cAI\u3092\u958b\u767a\u3059\u308b\u300d\u305f\u3081\u306b\u5fc5\u8981\u306a\u30b9\u30ad\u30eb<\/h3>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3084\u72ec\u81eaAI\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u3092\u76ee\u6307\u3059\u5834\u5408\u306f\u3001\u3088\u308a\u6df1\u3044\u6280\u8853\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<th>\u30b9\u30ad\u30eb\u30ab\u30c6\u30b4\u30ea<\/th>\n<th>\u5177\u4f53\u7684\u306a\u5185\u5bb9<\/th>\n<th>\u91cd\u8981\u5ea6<\/th>\n<\/tr>\n<tr>\n<td>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/td>\n<td>Python\uff08\u5fc5\u9808\uff09\u3001SQL<\/td>\n<td>\u2605\u2605\u2605<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u5b66\u30fb\u7d71\u8a08<\/td>\n<td>\u7dda\u5f62\u4ee3\u6570\u3001\u5fae\u7a4d\u5206\u3001\u78ba\u7387\u7d71\u8a08<\/td>\n<td>\u2605\u2605\u2605<\/td>\n<\/tr>\n<tr>\n<td>\u6a5f\u68b0\u5b66\u7fd2<\/td>\n<td>scikit-learn\u3001TensorFlow\u3001PyTorch<\/td>\n<td>\u2605\u2605\u2605<\/td>\n<\/tr>\n<tr>\n<td>\u30c7\u30fc\u30bf\u51e6\u7406<\/td>\n<td>pandas\u3001numpy\u3001\u30c7\u30fc\u30bf\u524d\u51e6\u7406<\/td>\n<td>\u2605\u2605\u2606<\/td>\n<\/tr>\n<tr>\n<td>\u30af\u30e9\u30a6\u30c9<\/td>\n<td>AWS\/GCP\/Azure\u306e\u57fa\u790e<\/td>\n<td>\u2605\u2605\u2606<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u6587\u7cfb\u30fb\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u672a\u7d4c\u9a13\u3067\u3082\u5b66\u3079\u308b\u304b<\/h3>\n<p>\u7d50\u8ad6\u304b\u3089\u8a00\u3048\u3070\u3001<strong><span style=\"background-color: #ffff00;\">\u6587\u7cfb\u30fb\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u672a\u7d4c\u9a13\u3067\u3082AI\u6d3b\u7528\u30b9\u30ad\u30eb\u306f\u5341\u5206\u7fd2\u5f97\u3067\u304d\u307e\u3059\u3002<\/span><\/strong>\u307e\u305a\u306fAI\u30c4\u30fc\u30eb\u306e\u6d3b\u7528\u304b\u3089\u5165\u308a\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066Python\u306a\u3069\u306e\u57fa\u790e\u3092\u5b66\u3076\u3068\u3044\u3046\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u632b\u6298\u3057\u306b\u304f\u304f\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<h2>AI\u52c9\u5f37\u306e\u65b9\u6cd5\u30fb\u5b66\u7fd2\u30b9\u30bf\u30a4\u30eb\u5225\u30ac\u30a4\u30c9<\/h2>\n<p>AI\u52c9\u5f37\u306e\u65b9\u6cd5\u306f\u5927\u304d\u304f\u300c\u72ec\u5b66\u300d\u300c\u30aa\u30f3\u30e9\u30a4\u30f3\u8b1b\u5ea7\u300d\u300c\u30b9\u30af\u30fc\u30eb\u901a\u5b66\u300d\u300c\u5b9f\u52d9\u3067\u306e\u5b66\u7fd2\u300d\u306b\u5206\u3051\u3089\u308c\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u306b\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u305f\u3081\u3001<b>\u81ea\u5206\u306e\u30e9\u30a4\u30d5\u30b9\u30bf\u30a4\u30eb\u3068\u76ee\u7684\u306b\u5408\u3063\u305f\u65b9\u6cd5<\/b>\u3092\u9078\u3076\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h3>\u72ec\u5b66\uff08\u66f8\u7c4d\u30fb\u7121\u6599\u30aa\u30f3\u30e9\u30a4\u30f3\u30ea\u30bd\u30fc\u30b9\uff09<\/h3>\n<p><b>\u72ec\u5b66<\/b>\u306f\u6700\u3082\u8cbb\u7528\u3092\u6291\u3048\u3089\u308c\u308b\u65b9\u6cd5\u3067\u3059\u3002\u66f8\u7c4d\u3084YouTube\u3001\u7121\u6599\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u6559\u6750\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u57fa\u790e\u304b\u3089\u5fdc\u7528\u307e\u3067\u5b66\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li><b>\u30e1\u30ea\u30c3\u30c8\uff1a<\/b>\u8cbb\u7528\u30bc\u30ed\u304b\u3089\u59cb\u3081\u3089\u308c\u308b\u3001\u81ea\u5206\u306e\u30da\u30fc\u30b9\u3067\u5b66\u3079\u308b<\/li>\n<li><b>\u30c7\u30e1\u30ea\u30c3\u30c8\uff1a<\/b>\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u7dad\u6301\u304c\u96e3\u3057\u3044\u3001\u5b66\u7fd2\u306e\u65b9\u5411\u6027\u3092\u81ea\u5df1\u6c7a\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b<\/li>\n<li><b>\u5411\u3044\u3066\u3044\u308b\u4eba\uff1a<\/b>\u81ea\u5df1\u7ba1\u7406\u304c\u5f97\u610f\u3001\u3059\u3067\u306b\u3042\u308b\u7a0b\u5ea6IT\u77e5\u8b58\u304c\u3042\u308b<\/li>\n<\/ul>\n<h3>\u30aa\u30f3\u30e9\u30a4\u30f3\u52d5\u753b\u8b1b\u5ea7\uff08Udemy\u30fbCoursera\u306a\u3069\uff09<\/h3>\n<p><b>\u30aa\u30f3\u30e9\u30a4\u30f3\u8b1b\u5ea7<\/b>\u306f\u3001\u4f53\u7cfb\u7684\u306a\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u3092\u6bd4\u8f03\u7684\u4f4e\u30b3\u30b9\u30c8\u3067\u5b66\u3079\u308b\u65b9\u6cd5\u3067\u3059\u3002Udemy\u3067\u306f1,000\u301c3,000\u5186\u7a0b\u5ea6\u3067AI\u95a2\u9023\u306e\u8b1b\u5ea7\u304c\u53d7\u8b1b\u3067\u304d\u3001\u30bb\u30fc\u30eb\u6642\u306b\u306f\u3055\u3089\u306b\u5b89\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li><b>\u30e1\u30ea\u30c3\u30c8\uff1a<\/b>\u4f53\u7cfb\u7684\u306b\u5b66\u3079\u308b\u3001\u52d5\u753b\u306a\u306e\u3067\u7406\u89e3\u3057\u3084\u3059\u3044\u3001\u7e70\u308a\u8fd4\u3057\u8996\u8074\u53ef\u80fd<\/li>\n<li><b>\u30c7\u30e1\u30ea\u30c3\u30c8\uff1a<\/b>\u8cea\u554f\u30fb\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u304c\u53d7\u3051\u306b\u304f\u3044\u5834\u5408\u304c\u3042\u308b<\/li>\n<li><b>\u5411\u3044\u3066\u3044\u308b\u4eba\uff1a<\/b>\u4f53\u7cfb\u7684\u306b\u5b66\u3073\u305f\u3044\u3001\u8cbb\u7528\u3092\u6291\u3048\u305f\u3044<\/li>\n<\/ul>\n<h3>AI\u30b9\u30af\u30fc\u30eb\u30fb\u30d6\u30fc\u30c8\u30ad\u30e3\u30f3\u30d7<\/h3>\n<p>\u77ed\u671f\u9593\u3067\u96c6\u4e2d\u7684\u306b\u5b66\u3073\u305f\u3044\u65b9\u3084\u3001\u8ee2\u8077\u30fb\u30ad\u30e3\u30ea\u30a2\u30c1\u30a7\u30f3\u30b8\u3092\u76ee\u6307\u3059\u65b9\u306b\u306f<b>AI\u30b9\u30af\u30fc\u30eb<\/b>\u304c\u6709\u52b9\u3067\u3059\u3002\u30e1\u30f3\u30bf\u30fc\u306b\u3088\u308b\u500b\u5225\u6307\u5c0e\u3084\u5c31\u8077\u652f\u63f4\u304c\u3042\u308b\u305f\u3081\u3001\u76ee\u6a19\u9054\u6210\u306e\u78ba\u5b9f\u6027\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002\u8cbb\u7528\u306f\u6570\u5341\u4e07\u5186\u301c\u6570\u767e\u4e07\u5186\u3068\u9ad8\u3081\u3067\u3059\u304c\u3001<strong><span style=\"background-color: #ffff00;\">\u7d66\u4ed8\u91d1\u5236\u5ea6\uff08\u5c02\u9580\u5b9f\u8df5\u6559\u80b2\u8a13\u7df4\u7d66\u4ed8\uff09\u3092\u6d3b\u7528\u3059\u308c\u3070\u6700\u592780%\u306e\u88dc\u52a9\u304c\u53d7\u3051\u3089\u308c\u307e\u3059\u3002<\/span><\/strong><\/p>\n<h3>\u793e\u5185OJT\u30fb\u5b9f\u52d9\u3067\u306e\u5b66\u7fd2<\/h3>\n<p>\u3059\u3067\u306b\u8077\u5834\u3067AI\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u304c\u9032\u3093\u3067\u3044\u308b\u74b0\u5883\u3067\u3042\u308c\u3070\u3001<b>\u5b9f\u52d9\u3092\u901a\u3058\u305f\u5b66\u7fd2<\/b>\u304c\u6700\u3082\u52b9\u7387\u7684\u3067\u3059\u3002\u5b9f\u969b\u306e\u696d\u52d9\u8ab2\u984c\u306b\u53d6\u308a\u7d44\u307f\u306a\u304c\u3089\u5b66\u3076\u305f\u3081\u3001\u77e5\u8b58\u306e\u5b9a\u7740\u7387\u304c\u9ad8\u304f\u3001\u5373\u6226\u529b\u30b9\u30ad\u30eb\u304c\u8eab\u306b\u3064\u304d\u307e\u3059\u3002<\/p>\n<h2>AI\u52c9\u5f37\u306b\u304a\u3059\u3059\u3081\u306e\u6559\u6750\u30fb\u30ea\u30bd\u30fc\u30b9\u6bd4\u8f03<\/h2>\n<p>AI\u5b66\u7fd2\u306b\u4f7f\u3048\u308b\u6559\u6750\u30fb\u30ea\u30bd\u30fc\u30b9\u306f\u975e\u5e38\u306b\u591a\u304f\u3001\u4f55\u3092\u9078\u3079\u3070\u3044\u3044\u304b\u8ff7\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f<b>\u76ee\u7684\u30fb\u30ec\u30d9\u30eb\u5225\u306b\u53b3\u9078\u3057\u305f\u304a\u3059\u3059\u3081\u30ea\u30bd\u30fc\u30b9<\/b>\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3>\u521d\u5fc3\u8005\u5411\u3051\u304a\u3059\u3059\u3081\u66f8\u7c4d<\/h3>\n<table>\n<tbody>\n<tr>\n<th>\u66f8\u7c4d\u540d<\/th>\n<th>\u5bfe\u8c61\u30ec\u30d9\u30eb<\/th>\n<th>\u7279\u5fb4<\/th>\n<th>\u4fa1\u683c\u5e2f<\/th>\n<\/tr>\n<tr>\n<td>Python\u3067\u306f\u3058\u3081\u308b\u6a5f\u68b0\u5b66\u7fd2<\/td>\n<td>\u521d\u301c\u4e2d\u7d1a<\/td>\n<td>\u5b9f\u8df5\u7684\u3001scikit-learn\u4e2d\u5fc3<\/td>\n<td>\u7d044,000\u5186<\/td>\n<\/tr>\n<tr>\n<td>\u30bc\u30ed\u304b\u3089\u4f5c\u308bDeep Learning<\/td>\n<td>\u521d\u301c\u4e2d\u7d1a<\/td>\n<td>\u6570\u5f0f\u3092\u6700\u5c0f\u9650\u306b\u76f4\u611f\u7684\u306b\u89e3\u8aac<\/td>\n<td>\u7d043,800\u5186<\/td>\n<\/tr>\n<tr>\n<td>AI\u30d3\u30b8\u30cd\u30b9\u5b9f\u8df5\u30ac\u30a4\u30c9<\/td>\n<td>\u30d3\u30b8\u30cd\u30b9\u8077\u5411\u3051<\/td>\n<td>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u4e0d\u8981\u3001\u6d3b\u7528\u4e8b\u4f8b\u8c4a\u5bcc<\/td>\n<td>\u7d042,200\u5186<\/td>\n<\/tr>\n<tr>\n<td>ChatGPT\u4ed5\u4e8b\u8853\u5927\u5168<\/td>\n<td>AI\u6d3b\u7528\u5165\u9580<\/td>\n<td>\u3059\u3050\u4f7f\u3048\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u96c6<\/td>\n<td>\u7d041,760\u5186<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u7121\u6599\u3067\u4f7f\u3048\u308b\u30aa\u30f3\u30e9\u30a4\u30f3\u30ea\u30bd\u30fc\u30b9<\/h3>\n<ul>\n<li><b>Google AI Essentials\uff08Google\uff09\uff1a<\/b>AI\u306e\u57fa\u790e\u3092Google\u516c\u5f0f\u304c\u7121\u6599\u3067\u63d0\u4f9b<\/li>\n<li><b>Kaggle Learn\uff1a<\/b>Python\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30fb\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u7121\u6599\u3067\u5b66\u3079\u308b<\/li>\n<li><b>\u6771\u4eac\u5927\u5b66 Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u5165\u9580\uff1a<\/b>\u5927\u5b66\u30ec\u30d9\u30eb\u306ePython\u6559\u80b2\u304c\u7121\u6599\u516c\u958b<\/li>\n<li><b>\u677e\u5c3e\u7814 Deep Learning\u306e\u57fa\u790e\uff1a<\/b>\u6771\u5927\u677e\u5c3e\u7814\u7a76\u5ba4\u306b\u3088\u308b\u65e5\u672c\u8a9e\u6df1\u5c64\u5b66\u7fd2\u8b1b\u7fa9<\/li>\n<\/ul>\n<h3>\u304a\u3059\u3059\u3081\u30aa\u30f3\u30e9\u30a4\u30f3\u8b1b\u5ea7\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u6bd4\u8f03<\/h3>\n<table>\n<tbody>\n<tr>\n<th>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/th>\n<th>\u8cbb\u7528<\/th>\n<th>\u7279\u5fb4<\/th>\n<th>\u304a\u3059\u3059\u3081\u5bfe\u8c61<\/th>\n<\/tr>\n<tr>\n<td>Udemy<\/td>\n<td>1,000\u301c30,000\u5186\uff08\u8cb7\u3044\u5207\u308a\uff09<\/td>\n<td>\u8b1b\u5ea7\u6570\u304c\u8c4a\u5bcc\u3001\u30bb\u30fc\u30eb\u983b\u7e41<\/td>\n<td>\u72ec\u5b66\u6d3e\u30fb\u30b3\u30b9\u30d1\u91cd\u8996<\/td>\n<\/tr>\n<tr>\n<td>Coursera<\/td>\n<td>\u6708\u984d5,000\u5186\u301c<\/td>\n<td>\u5927\u5b66\u30fb\u4f01\u696d\u63d0\u643a\u3001\u4fee\u4e86\u8a3c\u3042\u308a<\/td>\n<td>\u672c\u683c\u7684\u306b\u5b66\u3073\u305f\u3044\u65b9<\/td>\n<\/tr>\n<tr>\n<td>Progate<\/td>\n<td>\u6708\u984d1,490\u5186<\/td>\n<td>\u30b2\u30fc\u30e0\u611f\u899a\u3067\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u5b66\u7fd2<\/td>\n<td>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8d85\u5165\u9580<\/td>\n<\/tr>\n<tr>\n<td>SIGNATE<\/td>\n<td>\u7121\u6599\u301c<\/td>\n<td>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u7279\u5316\u3001\u30b3\u30f3\u30da\u3042\u308a<\/td>\n<td>\u5b9f\u8df5\u529b\u3092\u9ad8\u3081\u305f\u3044\u65b9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>AI\u52c9\u5f37\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3010\u521d\u5fc3\u8005\u301c\u4e0a\u7d1a\u8005\u3011<\/h2>\n<p>AI\u5b66\u7fd2\u3092\u52b9\u7387\u7684\u306b\u9032\u3081\u308b\u305f\u3081\u306b\u306f\u3001<b>\u660e\u78ba\u306a\u30ed\u30fc\u30c9\u30de\u30c3\u30d7<\/b>\u3092\u6301\u3064\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u300c\u306a\u3093\u3068\u306a\u304f\u52c9\u5f37\u3059\u308b\u300d\u306e\u3067\u306f\u306a\u304f\u3001\u30b4\u30fc\u30eb\u304b\u3089\u9006\u7b97\u3057\u3066\u5b66\u7fd2\u8a08\u753b\u3092\u7acb\u3066\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>STEP 1\uff1aAI\u30ea\u30c6\u30e9\u30b7\u30fc\u306e\u7fd2\u5f97\uff081\u301c2\u30f6\u6708\uff09<\/h3>\n<p>\u307e\u305a\u306fAI\u306e\u6982\u5ff5\u30fb\u7a2e\u985e\u30fb\u793e\u4f1a\u3078\u306e\u5f71\u97ff\u3092\u7406\u89e3\u3059\u308b\u300c<b>AI\u30ea\u30c6\u30e9\u30b7\u30fc<\/b>\u300d\u3092\u8eab\u306b\u3064\u3051\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u3067\u306f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306f\u4e0d\u8981\u3067\u3001\u66f8\u7c4d\u30fbYouTube\u30fb\u7121\u6599\u8b1b\u5ea7\u3067\u5341\u5206\u3067\u3059\u3002<\/p>\n<ul>\n<li>AI\u306e\u7a2e\u985e\uff08\u6a5f\u68b0\u5b66\u7fd2\u30fb\u6df1\u5c64\u5b66\u7fd2\u30fb\u751f\u6210AI\uff09\u306e\u9055\u3044\u3092\u7406\u89e3\u3059\u308b<\/li>\n<li>ChatGPT\u7b49\u306e\u751f\u6210AI\u30c4\u30fc\u30eb\u3092\u5b9f\u969b\u306b\u4f7f\u3063\u3066\u307f\u308b<\/li>\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u57fa\u790e\u3092\u5b66\u3076<\/li>\n<\/ul>\n<h3>STEP 2\uff1aPython\u57fa\u790e\u306e\u7fd2\u5f97\uff082\u301c3\u30f6\u6708\uff09<\/h3>\n<p>AI\u958b\u767a\u3092\u76ee\u6307\u3059\u306a\u3089\u3001<strong><span style=\"background-color: #ffff00;\">\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9ePython\u306e\u7fd2\u5f97\u306f\u907f\u3051\u3066\u901a\u308c\u307e\u305b\u3093\u3002<\/span><\/strong>\u5909\u6570\u30fb\u95a2\u6570\u30fb\u30eb\u30fc\u30d7\u30fb\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4f7f\u3044\u65b9\u306a\u3069\u3001\u57fa\u790e\u6587\u6cd5\u3092\u3057\u3063\u304b\u308a\u8eab\u306b\u3064\u3051\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>STEP 3\uff1a\u6a5f\u68b0\u5b66\u7fd2\u30fb\u30c7\u30fc\u30bf\u5206\u6790\u306e\u57fa\u790e\uff083\u301c6\u30f6\u6708\uff09<\/h3>\n<p>Python\u304c\u66f8\u3051\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3089\u3001<b>scikit-learn<\/b>\u3092\u4f7f\u3063\u305f\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u306b\u9032\u307f\u307e\u3059\u3002\u56de\u5e30\u30fb\u5206\u985e\u30fb\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306a\u3069\u306e\u4ee3\u8868\u7684\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7406\u89e3\u3057\u3001\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u8a66\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>STEP 4\uff1a\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30fb\u5c02\u9580\u9818\u57df\uff086\u30f6\u6708\u301c\uff09<\/h3>\n<p>\u57fa\u790e\u304c\u56fa\u307e\u3063\u305f\u3089\u3001<b>TensorFlow\u3084PyTorch<\/b>\u3092\u4f7f\u3063\u305f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3084\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u30fb\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u30fb\u751f\u6210AI\u306a\u3069\u306e\u5c02\u9580\u9818\u57df\u306b\u9032\u307f\u307e\u3059\u3002Kaggle\u30b3\u30f3\u30da\u3078\u306e\u53c2\u52a0\u3082\u5b9f\u529b\u5411\u4e0a\u306b\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n<div class=\"note\"><b>\u30dd\u30a4\u30f3\u30c8\uff1a<\/b>\u300cAI\u3092\u6d3b\u7528\u3057\u305f\u3044\uff08\u30c4\u30fc\u30eb\u4f7f\u3044\u3053\u306a\u3057\uff09\u300d\u304c\u76ee\u6a19\u306a\u3089 STEP 1 \u3067\u5341\u5206\u3002\u300cAI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308a\u305f\u3044\u300d\u306a\u3089 STEP 4 \u307e\u3067\u76ee\u6307\u3057\u307e\u3057\u3087\u3046\u3002<\/div>\n<h2>AI\u52c9\u5f37\u306b\u304b\u304b\u308b\u8cbb\u7528\u30fb\u6642\u9593\u306e\u76ee\u5b89<\/h2>\n<p>AI\u52c9\u5f37\u3092\u59cb\u3081\u308b\u306b\u3042\u305f\u3063\u3066\u3001<b>\u3069\u306e\u304f\u3089\u3044\u306e\u8cbb\u7528\u3068\u6642\u9593\u304c\u5fc5\u8981\u306a\u306e\u304b<\/b>\u306f\u591a\u304f\u306e\u65b9\u304c\u6c17\u306b\u306a\u308b\u70b9\u3067\u3059\u3002\u5b66\u7fd2\u30b9\u30bf\u30a4\u30eb\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u7570\u306a\u308b\u305f\u3081\u3001\u76ee\u5b89\u3092\u6574\u7406\u3057\u307e\u3057\u305f\u3002<\/p>\n<h3>\u5b66\u7fd2\u30b9\u30bf\u30a4\u30eb\u5225\u30fb\u8cbb\u7528\u6bd4\u8f03<\/h3>\n<table>\n<tbody>\n<tr>\n<th>\u5b66\u7fd2\u30b9\u30bf\u30a4\u30eb<\/th>\n<th>\u8cbb\u7528\u76ee\u5b89<\/th>\n<th>\u7fd2\u5f97\u671f\u9593<\/th>\n<th>\u7279\u5fb4<\/th>\n<\/tr>\n<tr>\n<td>\u72ec\u5b66\uff08\u7121\u6599\u30ea\u30bd\u30fc\u30b9\u4e2d\u5fc3\uff09<\/td>\n<td>\u307b\u307c\u7121\u6599\u301c2\u4e07\u5186<\/td>\n<td>6\u30f6\u6708\u301c1\u5e74<\/td>\n<td>\u81ea\u7531\u5ea6\u9ad8\u3044\u30fb\u7d99\u7d9a\u304c\u8ab2\u984c<\/td>\n<\/tr>\n<tr>\n<td>\u30aa\u30f3\u30e9\u30a4\u30f3\u8b1b\u5ea7\uff08Udemy\u7b49\uff09<\/td>\n<td>1\u301c5\u4e07\u5186<\/td>\n<td>3\u301c6\u30f6\u6708<\/td>\n<td>\u4f53\u7cfb\u7684\u30fb\u30b3\u30b9\u30d1\u826f\u597d<\/td>\n<\/tr>\n<tr>\n<td>AI\u30b9\u30af\u30fc\u30eb\uff08\u30aa\u30f3\u30e9\u30a4\u30f3\uff09<\/td>\n<td>30\u301c80\u4e07\u5186<\/td>\n<td>3\u301c6\u30f6\u6708<\/td>\n<td>\u30b5\u30dd\u30fc\u30c8\u5145\u5b9f\u30fb\u7d66\u4ed8\u91d1\u5bfe\u8c61<\/td>\n<\/tr>\n<tr>\n<td>AI\u30b9\u30af\u30fc\u30eb\uff08\u901a\u5b66\uff09<\/td>\n<td>50\u301c150\u4e07\u5186<\/td>\n<td>6\u30f6\u6708\u301c1\u5e74<\/td>\n<td>\u96c6\u4e2d\u74b0\u5883\u30fb\u5c31\u8077\u652f\u63f4\u3042\u308a<\/td>\n<\/tr>\n<tr>\n<td>\u5927\u5b66\u9662\u30fb\u5927\u5b66<\/td>\n<td>50\u301c200\u4e07\u5186\/\u5e74<\/td>\n<td>2\u5e74\u301c<\/td>\n<td>\u7814\u7a76\u30ec\u30d9\u30eb\u30fb\u6700\u3082\u6df1\u304f\u5b66\u3079\u308b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u76ee\u6a19\u5225\u30fb\u5b66\u7fd2\u6642\u9593\u306e\u76ee\u5b89<\/h3>\n<p>\u5b66\u7fd2\u306b\u304b\u3051\u308b\u6642\u9593\u306f\u76ee\u6a19\u30ec\u30d9\u30eb\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li><b>AI\u30c4\u30fc\u30eb\u6d3b\u7528\u30ec\u30d9\u30eb\uff1a<\/b>30\u301c100\u6642\u9593\uff081\u301c2\u30f6\u6708\uff09<\/li>\n<li><b>\u30c7\u30fc\u30bf\u5206\u6790\u30fb\u6a5f\u68b0\u5b66\u7fd2\u57fa\u790e\uff1a<\/b>200\u301c400\u6642\u9593\uff083\u301c6\u30f6\u6708\uff09<\/li>\n<li><b>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u8ee2\u8077\u30ec\u30d9\u30eb\uff1a<\/b>500\u301c1,000\u6642\u9593\uff086\u30f6\u6708\u301c1\u5e74\uff09<\/li>\n<li><b>\u7814\u7a76\u30fb\u958b\u767a\u30ea\u30fc\u30c0\u30fc\u30ec\u30d9\u30eb\uff1a<\/b>1,000\u6642\u9593\u4ee5\u4e0a\uff081\u301c3\u5e74\uff09<\/li>\n<\/ul>\n<h3>\u7d66\u4ed8\u91d1\u30fb\u88dc\u52a9\u5236\u5ea6\u3092\u6d3b\u7528\u3057\u3066\u8cbb\u7528\u3092\u6291\u3048\u308b\u65b9\u6cd5<\/h3>\n<p><strong><span style=\"background-color: #ffff00;\">\u539a\u751f\u52b4\u50cd\u7701\u306e\u300c\u5c02\u9580\u5b9f\u8df5\u6559\u80b2\u8a13\u7df4\u7d66\u4ed8\u91d1\u300d\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001AI\u30b9\u30af\u30fc\u30eb\u306e\u53d7\u8b1b\u8cbb\u7528\u306e\u6700\u592780%\u304c\u7d66\u4ed8\u3055\u308c\u307e\u3059\u3002<\/span><\/strong>\u96c7\u7528\u4fdd\u967a\u306b\u52a0\u5165\u3057\u3066\u3044\u308b\u30b5\u30e9\u30ea\u30fc\u30de\u30f3\u3067\u3042\u308c\u3070\u53d7\u7d66\u8cc7\u683c\u304c\u3042\u308b\u5834\u5408\u304c\u591a\u3044\u306e\u3067\u3001\u30b9\u30af\u30fc\u30eb\u7533\u8fbc\u524d\u306b\u5fc5\u305a\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2>AI\u52c9\u5f37\u3092\u7d9a\u3051\u308b\u305f\u3081\u306e\u30b3\u30c4\u3068\u6ce8\u610f\u70b9<\/h2>\n<p>AI\u5b66\u7fd2\u3067\u632b\u6298\u3059\u308b\u4eba\u306e\u591a\u304f\u306f\u3001\u5b66\u7fd2\u958b\u59cb\u304b\u3089\u6570\u30f6\u6708\u4ee5\u5185\u306b\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u5931\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<b>\u7d99\u7d9a\u306e\u305f\u3081\u306e\u5177\u4f53\u7684\u306a\u30b3\u30c4<\/b>\u3092\u62bc\u3055\u3048\u3066\u3001\u7740\u5b9f\u306b\u30b9\u30ad\u30eb\u3092\u7a4d\u307f\u4e0a\u3052\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u5c0f\u3055\u306a\u6210\u529f\u4f53\u9a13\u3092\u7a4d\u307f\u91cd\u306d\u308b<\/h3>\n<p>AI\u52c9\u5f37\u306e\u632b\u6298\u3092\u9632\u3050\u6700\u5927\u306e\u30b3\u30c4\u306f\u3001<b>\u5c0f\u3055\u306a\u6210\u529f\u4f53\u9a13\u3092\u7a4d\u307f\u91cd\u306d\u308b\u3053\u3068<\/b>\u3067\u3059\u3002\u300cChatGPT\u3067\u696d\u52d9\u3092\u52b9\u7387\u5316\u3067\u304d\u305f\u300d\u300cPython\u3067\u7c21\u5358\u306a\u30b0\u30e9\u30d5\u304c\u63cf\u3051\u305f\u300d\u306a\u3069\u3001\u65e5\u3005\u306e\u5c0f\u3055\u306a\u6210\u679c\u3092\u5b9f\u611f\u3059\u308b\u3053\u3068\u3067\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u304c\u7dad\u6301\u3067\u304d\u307e\u3059\u3002\u6700\u521d\u304b\u3089\u96e3\u3057\u3044\u3053\u3068\u306b\u6311\u6226\u305b\u305a\u3001<strong><span style=\"background-color: #ffff00;\">\u300c\u4eca\u65e5\u3067\u304d\u306a\u304b\u3063\u305f\u3053\u3068\u304c\u660e\u65e5\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u300d\u3068\u3044\u3046\u611f\u899a<\/span><\/strong>\u3092\u5927\u5207\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>\u5b66\u7fd2\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30fb\u4ef2\u9593\u3092\u4f5c\u308b<\/h3>\n<p>\u72ec\u5b66\u306f\u5b64\u72ec\u306b\u306a\u308a\u304c\u3061\u3067\u3059\u3002<b>connpass\u3084Atom\u306a\u3069\u306e\u52c9\u5f37\u4f1a<\/b>\u3001Twitter\u3084Qiita\u306a\u3069\u306eSNS\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u53c2\u52a0\u3059\u308b\u3053\u3068\u3067\u3001\u540c\u3058\u76ee\u6a19\u3092\u6301\u3064\u4ef2\u9593\u3068\u7e4b\u304c\u308c\u307e\u3059\u3002\u4ef2\u9593\u306e\u5b58\u5728\u306f\u5b66\u7fd2\u7d99\u7d9a\u306b\u5927\u304d\u304f\u8ca2\u732e\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u5b66\u7fd2\u3092\u53d6\u308a\u5165\u308c\u308b<\/h3>\n<p>\u5b66\u3093\u3060\u3053\u3068\u3092\u30d6\u30ed\u30b0\u30fbQiita\u30fbGitHub\u306a\u3069\u3067<b>\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8<\/b>\u3059\u308b\u3053\u3068\u3067\u3001\u77e5\u8b58\u306e\u5b9a\u7740\u7387\u304c\u98db\u8e8d\u7684\u306b\u4e0a\u304c\u308a\u307e\u3059\u3002\u300c\u4eba\u306b\u6559\u3048\u3089\u308c\u308b\u30ec\u30d9\u30eb\u306b\u306a\u3063\u3066\u521d\u3081\u3066\u672c\u5f53\u306b\u7406\u89e3\u3067\u304d\u305f\u300d\u3068\u3044\u3046\u611f\u899a\u306f\u3001AI\u5b66\u7fd2\u306b\u304a\u3044\u3066\u3082\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h3>\u60c5\u5831\u53ce\u96c6\u30fb\u6700\u65b0\u30c8\u30ec\u30f3\u30c9\u306e\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7<\/h3>\n<p>AI\u5206\u91ce\u306f\u9032\u5316\u304c\u975e\u5e38\u306b\u901f\u3044\u305f\u3081\u3001<b>\u6700\u65b0\u60c5\u5831\u306e\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7<\/b>\u3082\u5b66\u7fd2\u306e\u4e00\u90e8\u3067\u3059\u3002Arxiv\uff08\u8ad6\u6587\u30b5\u30a4\u30c8\uff09\u3001Tech\u7cfbNews\u30b5\u30a4\u30c8\u3001\u8457\u540d\u306aAI\u7814\u7a76\u8005\u306eSNS\u306a\u3069\u3092\u30d5\u30a9\u30ed\u30fc\u3057\u3066\u3001\u696d\u754c\u52d5\u5411\u3092\u5b9a\u671f\u7684\u306b\u78ba\u8a8d\u3059\u308b\u7fd2\u6163\u3092\u3064\u3051\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2>AI\u52c9\u5f37\u3067\u7fd2\u5f97\u3067\u304d\u308b\u30b9\u30ad\u30eb\u3068\u6d3b\u7528\u4e8b\u4f8b<\/h2>\n<p>AI\u52c9\u5f37\u306b\u3088\u3063\u3066\u7fd2\u5f97\u3067\u304d\u308b\u30b9\u30ad\u30eb\u306f\u975e\u5e38\u306b\u5e45\u5e83\u304f\u3001<b>\u3055\u307e\u3056\u307e\u306a\u8077\u7a2e\u30fb\u696d\u754c\u3067\u5373\u6226\u529b<\/b>\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002\u4ee3\u8868\u7684\u306a\u6d3b\u7528\u4e8b\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30d3\u30b8\u30cd\u30b9\u8077\u5411\u3051\uff1a\u751f\u6210AI\u30c4\u30fc\u30eb\u6d3b\u7528\u30b9\u30ad\u30eb<\/h3>\n<p>ChatGPT\u30fbCopilot\u30fbGemini\u306a\u3069\u306e<b>\u751f\u6210AI\u3092\u696d\u52d9\u306b\u7d44\u307f\u8fbc\u3080<\/b>\u30b9\u30ad\u30eb\u306f\u3001\u3042\u3089\u3086\u308b\u8077\u7a2e\u3067\u9700\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u5177\u4f53\u7684\u306a\u6d3b\u7528\u4e8b\u4f8b\u3092\u4ee5\u4e0b\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><b>\u55b6\u696d\u8077\uff1a<\/b>\u63d0\u6848\u66f8\u30fb\u30e1\u30fc\u30eb\u6587\u7ae0\u306e\u81ea\u52d5\u751f\u6210\u3067\u4f5c\u696d\u6642\u9593\u309250%\u524a\u6e1b<\/li>\n<li><b>\u30de\u30fc\u30b1\u30bf\u30fc\uff1a<\/b>SNS\u6295\u7a3f\u30fb\u5e83\u544a\u30b3\u30d4\u30fc\u306e\u5927\u91cf\u751f\u6210\u3001SEO\u8a18\u4e8b\u306e\u91cf\u7523<\/li>\n<li><b>\u7d4c\u7406\u30fb\u7dcf\u52d9\uff1a<\/b>\u8b70\u4e8b\u9332\u306e\u81ea\u52d5\u8981\u7d04\u3001\u66f8\u985e\u4f5c\u6210\u306e\u52b9\u7387\u5316<\/li>\n<li><b>\u4eba\u4e8b\uff1a<\/b>\u6c42\u4eba\u7968\u30fb\u8a55\u4fa1\u30b7\u30fc\u30c8\u306e\u751f\u6210\u3001\u9762\u63a5\u8cea\u554f\u306e\u6e96\u5099<\/li>\n<\/ul>\n<h3>\u30c7\u30fc\u30bf\u5206\u6790\u8077\u5411\u3051\uff1a\u6a5f\u68b0\u5b66\u7fd2\u30fb\u4e88\u6e2c\u30e2\u30c7\u30eb\u69cb\u7bc9<\/h3>\n<p><b>\u6a5f\u68b0\u5b66\u7fd2<\/b>\u3092\u7fd2\u5f97\u3059\u308b\u3053\u3068\u3067\u3001\u58f2\u4e0a\u4e88\u6e2c\u30fb\u9867\u5ba2\u96e2\u8131\u4e88\u6e2c\u30fb\u9700\u8981\u4e88\u6e2c\u306a\u3069\u306e\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u306b\u5bfe\u3057\u3066\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<strong><span style=\"background-color: #ffff00;\">\u5c0f\u58f2\u696d\u3067\u306f\u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u308b\u9700\u8981\u4e88\u6e2c\u3092\u5c0e\u5165\u3057\u305f\u4f01\u696d\u304c\u5728\u5eab\u30b3\u30b9\u30c8\u309230\u301c40%\u524a\u6e1b\u3057\u305f\u4e8b\u4f8b<\/span><\/strong>\u3082\u591a\u6570\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\uff1aAI\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u30fbAPI\u6d3b\u7528<\/h3>\n<p>OpenAI API\u3084Hugging Face\u306e\u30e2\u30c7\u30eb\u3092Web\u30a2\u30d7\u30ea\u30fb\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306b\u7d44\u307f\u8fbc\u3080<b>AI\u30b7\u30b9\u30c6\u30e0\u958b\u767a<\/b>\u30b9\u30ad\u30eb\u306f\u3001\u73fe\u5728\u6700\u3082\u9700\u8981\u304c\u9ad8\u3044\u6280\u8853\u30b9\u30ad\u30eb\u306e\u4e00\u3064\u3067\u3059\u3002\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u3001\u753b\u50cf\u8a8d\u8b58\u30b7\u30b9\u30c6\u30e0\u3001\u81ea\u52d5\u8981\u7d04\u30c4\u30fc\u30eb\u306a\u3069\u3001\u5e45\u5e83\u3044\u30d7\u30ed\u30c0\u30af\u30c8\u958b\u767a\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2>AI\u52c9\u5f37\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f\uff08FAQ\uff09<\/h2>\n<h3>Q1. \u6570\u5b66\u304c\u82e6\u624b\u3067\u3082AI\u3092\u52c9\u5f37\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n<p>\u306f\u3044\u3001<b>AI\u30c4\u30fc\u30eb\u306e\u6d3b\u7528\u30ec\u30d9\u30eb\u3067\u3042\u308c\u3070\u6570\u5b66\u306f\u4e00\u5207\u4e0d\u8981<\/b>\u3067\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u958b\u767a\u3092\u76ee\u6307\u3059\u5834\u5408\u306f\u7dda\u5f62\u4ee3\u6570\u3084\u78ba\u7387\u7d71\u8a08\u306e\u57fa\u790e\u77e5\u8b58\u304c\u3042\u308b\u3068\u6709\u5229\u3067\u3059\u304c\u3001\u76f4\u611f\u7684\u306b\u7406\u89e3\u3067\u304d\u308b\u6559\u6750\u3082\u5897\u3048\u3066\u304a\u308a\u3001\u6570\u5b66\u304c\u82e6\u624b\u3067\u3082\u6bb5\u968e\u7684\u306b\u5b66\u3076\u3053\u3068\u306f\u53ef\u80fd\u3067\u3059\u3002\u307e\u305a\u306f\u30c4\u30fc\u30eb\u6d3b\u7528\u304b\u3089\u5165\u308a\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u6570\u5b66\u3092\u88dc\u5f37\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63a8\u5968\u3057\u307e\u3059\u3002<\/p>\n<h3>Q2. 40\u4ee3\u30fb50\u4ee3\u304b\u3089\u3067\u3082AI\u306f\u5b66\u3079\u307e\u3059\u304b\uff1f<\/h3>\n<p>\u3082\u3061\u308d\u3093\u3067\u3059\u3002<b>AI\u30b9\u30ad\u30eb\u306e\u7fd2\u5f97\u306b\u5e74\u9f62\u5236\u9650\u306f\u3042\u308a\u307e\u305b\u3093<\/b>\u3002\u3080\u3057\u308d40\u301c50\u4ee3\u306e\u30d3\u30b8\u30cd\u30b9\u7d4c\u9a13\u8005\u304cAI\u77e5\u8b58\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u300c\u696d\u754c\u77e5\u8b58\u00d7AI\u300d\u3068\u3044\u3046\u5e0c\u5c11\u306a\u4eba\u6750\u306b\u306a\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u5b9f\u969b\u306b40\u4ee3\u4ee5\u964d\u304b\u3089AI\u5b66\u7fd2\u3092\u59cb\u3081\u3066\u8ee2\u8077\u30fb\u6607\u9032\u306b\u6210\u529f\u3057\u305f\u4e8b\u4f8b\u306f\u591a\u6570\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>Q3. Python\u4ee5\u5916\u306e\u8a00\u8a9e\u3067AI\u3092\u5b66\u3076\u3053\u3068\u306f\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n<p>AI\u306e\u7814\u7a76\u30fb\u958b\u767a\u5206\u91ce\u3067\u306fPython\u304c\u5727\u5012\u7684\u306a\u30b7\u30a7\u30a2\u3092\u6301\u3061\u307e\u3059\u304c\u3001<b>R\u8a00\u8a9e<\/b>\uff08\u7d71\u8a08\u5206\u6790\u4e2d\u5fc3\uff09\u3001<b>JavaScript<\/b>\uff08TensorFlow.js\uff09\u3067\u3082AI\u958b\u767a\u306f\u53ef\u80fd\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u53c2\u8003\u66f8\u30fb\u30e9\u30a4\u30d6\u30e9\u30ea\u30fb\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u5145\u5b9f\u5ea6\u3092\u8003\u3048\u308b\u3068\u3001<strong><span style=\"background-color: #ffff00;\">AI\u958b\u767a\u3092\u76ee\u6307\u3059\u306a\u3089\u6700\u521d\u304b\u3089Python\u3092\u9078\u3076\u3053\u3068\u3092\u5f37\u304f\u63a8\u5968<\/span><\/strong>\u3057\u307e\u3059\u3002<\/p>\n<h3>Q4. \u8cc7\u683c\u3092\u53d6\u5f97\u3059\u308b\u3068\u5c31\u8077\u30fb\u8ee2\u8077\u306b\u6709\u5229\u306b\u306a\u308a\u307e\u3059\u304b\uff1f<\/h3>\n<p>AI\u95a2\u9023\u306e\u8cc7\u683c\uff08G\u691c\u5b9a\u30fbE\u8cc7\u683c\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u691c\u5b9a\u306a\u3069\uff09\u306f\u3001<b>\u77e5\u8b58\u30ec\u30d9\u30eb\u306e\u8a3c\u660e\u3068\u3057\u3066\u6709\u52b9<\/b>\u3067\u3059\u3002\u7279\u306bG\u691c\u5b9a\uff08\u30b8\u30a7\u30cd\u30e9\u30ea\u30b9\u30c8\u691c\u5b9a\uff09\u306f\u6587\u7cfb\u30fb\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u65b9\u3067\u3082\u53d6\u5f97\u3057\u3084\u3059\u304f\u3001AI\u77e5\u8b58\u306e\u30a2\u30d4\u30fc\u30eb\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u8cc7\u683c\u3088\u308a\u3082\u5b9f\u969b\u306e\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\uff08Kaggle\u306e\u6210\u7e3e\u30fbGitHub\u306e\u5b9f\u7e3e\uff09\u3092\u91cd\u8996\u3059\u308b\u4f01\u696d\u3082\u591a\u3044\u3067\u3059\u3002<\/p>\n<h3>Q5. AI\u3092\u52c9\u5f37\u3059\u308b\u3068\u5e74\u53ce\u306f\u3069\u306e\u304f\u3089\u3044\u4e0a\u304c\u308a\u307e\u3059\u304b\uff1f<\/h3>\n<p>\u65e5\u672c\u306eAI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5e73\u5747\u5e74\u53ce\u306f<b>600\u301c900\u4e07\u5186<\/b>\u7a0b\u5ea6\u3067\u3001\u4e00\u822c\u7684\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u3088\u308a100\u301c200\u4e07\u5186\u7a0b\u5ea6\u9ad8\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u3084MLOps\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u7279\u306b\u9700\u8981\u304c\u9ad8\u304f\u3001\u7d4c\u9a13\u3092\u7a4d\u3081\u30701,000\u4e07\u5186\u4ee5\u4e0a\u3082\u5341\u5206\u306b\u72d9\u3048\u308b\u30dd\u30b8\u30b7\u30e7\u30f3\u3067\u3059\u3002<\/p>\n<h3>Q6. AI\u52c9\u5f37\u306b\u9069\u3057\u305f\u5b66\u7fd2\u6642\u9593\u5e2f\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/h3>\n<p>\u5b66\u7fd2\u52b9\u7387\u306b\u6700\u3082\u5f71\u97ff\u3059\u308b\u306e\u306f\u6642\u9593\u5e2f\u3088\u308a\u3082<b>\u7d99\u7d9a\u6027<\/b>\u3067\u3059\u3002\u6bce\u65e530\u5206\u301c1\u6642\u9593\u3092\u6c7a\u307e\u3063\u305f\u6642\u9593\u306b\u78ba\u4fdd\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3001\u671d\u578b\u30fb\u591c\u578b\u3069\u3061\u3089\u3067\u3082\u69cb\u3044\u307e\u305b\u3093\u3002\u7279\u306b<b>\u671d\u306e\u5b66\u7fd2\u306f\u96c6\u4e2d\u529b\u304c\u9ad8\u304f\u3001\u77e5\u8b58\u306e\u5b9a\u7740\u7387\u304c\u9ad8\u3044<\/b>\u3068\u3044\u3046\u7814\u7a76\u7d50\u679c\u3082\u3042\u308a\u307e\u3059\u3002\u81ea\u5206\u306e\u30e9\u30a4\u30d5\u30b9\u30bf\u30a4\u30eb\u306b\u5408\u308f\u305b\u3066\u7121\u7406\u306a\u304f\u7d9a\u3051\u3089\u308c\u308b\u6642\u9593\u5e2f\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>Q7. AI\u3092\u5b66\u3076\u306e\u306b\u7279\u5225\u306aPC\u30b9\u30da\u30c3\u30af\u306f\u5fc5\u8981\u3067\u3059\u304b\uff1f<\/h3>\n<p>AI\u30c4\u30fc\u30eb\u306e\u6d3b\u7528\u3084Python\u57fa\u790e\u5b66\u7fd2\u3067\u3042\u308c\u3070\u3001<b>\u4e00\u822c\u7684\u306a\u30ce\u30fc\u30c8PC\u3067\u5341\u5206<\/b>\u3067\u3059\u3002\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u30e2\u30c7\u30eb\u8a13\u7df4\u306b\u306f\u9ad8\u6027\u80fd\u306aGPU\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u304c\u3001<b>Google Colab\uff08\u7121\u6599\uff09<\/b>\u3092\u4f7f\u3048\u3070\u30af\u30e9\u30a6\u30c9\u4e0a\u306eGPU\u3092\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u9ad8\u4fa1\u306aPC\u3092\u8cfc\u5165\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<h3>Q8. AI\u52c9\u5f37\u3068\u540c\u6642\u306b\u30c7\u30fc\u30bf\u5206\u6790\u3082\u5b66\u3076\u3079\u304d\u3067\u3059\u304b\uff1f<\/h3>\n<p>AI\u958b\u767a\u3092\u76ee\u6307\u3059\u306a\u3089\u3001<strong><span style=\"background-color: #ffff00;\">\u30c7\u30fc\u30bf\u5206\u6790\u30b9\u30ad\u30eb\u306fAI\u5b66\u7fd2\u3068\u4e26\u884c\u3057\u3066\u7fd2\u5f97\u3059\u308b\u3053\u3068\u3092\u5f37\u304f\u63a8\u5968<\/span><\/strong>\u3057\u307e\u3059\u3002\u73fe\u5b9f\u306eAI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306f\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u30fb\u53ef\u8996\u5316\u30fb\u5206\u6790\u306b\u5168\u4f53\u306e80%\u4ee5\u4e0a\u306e\u6642\u9593\u3092\u8cbb\u3084\u3059\u3068\u8a00\u308f\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u5206\u6790\u529b\u306fAI\u958b\u767a\u306e\u6839\u5e79\u3092\u306a\u3059\u30b9\u30ad\u30eb\u3067\u3059\u3002<\/p>\n<h2>\u307e\u3068\u3081\uff1aAI\u52c9\u5f37\u3092\u4eca\u65e5\u304b\u3089\u59cb\u3081\u3088\u3046<\/h2>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001<b>AI \u52c9\u5f37<\/b>\u306b\u95a2\u3059\u308b\u57fa\u790e\u77e5\u8b58\u304b\u3089\u5b9f\u8df5\u7684\u306a\u5b66\u7fd2\u65b9\u6cd5\u307e\u3067\u5e45\u5e83\u304f\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002\u6700\u5f8c\u306b\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u3092\u632f\u308a\u8fd4\u308a\u307e\u3057\u3087\u3046\u3002<\/p>\n<div class=\"summary-box\">\n<ul>\n<li>AI\u306f\u30d3\u30b8\u30cd\u30b9\u30d1\u30fc\u30bd\u30f3\u304b\u3089\u5b66\u751f\u307e\u3067\u5e45\u5e83\u3044\u5c64\u306b\u5fc5\u9808\u30b9\u30ad\u30eb\u306b\u306a\u308a\u3064\u3064\u3042\u308b<\/li>\n<li>\u300cAI\u6d3b\u7528\u300d\u300cAI\u958b\u767a\u300d\u3067\u30b4\u30fc\u30eb\u3092\u660e\u78ba\u306b\u3057\u3066\u304b\u3089\u5b66\u7fd2\u65b9\u6cd5\u3092\u9078\u3076<\/li>\n<li>\u6587\u7cfb\u30fb\u672a\u7d4c\u9a13\u3067\u3082AI\u30c4\u30fc\u30eb\u6d3b\u7528\u30ec\u30d9\u30eb\u306f\u5341\u5206\u7fd2\u5f97\u53ef\u80fd<\/li>\n<li>\u72ec\u5b66\u30fb\u30aa\u30f3\u30e9\u30a4\u30f3\u8b1b\u5ea7\u30fb\u30b9\u30af\u30fc\u30eb\u3092\u76ee\u7684\u3068\u30b3\u30b9\u30c8\u306b\u5408\u308f\u305b\u3066\u9078\u629e\u3059\u308b<\/li>\n<li>\u7d66\u4ed8\u91d1\u5236\u5ea6\u3092\u6d3b\u7528\u3059\u308c\u3070\u30b9\u30af\u30fc\u30eb\u8cbb\u7528\u3092\u6700\u592780%\u524a\u6e1b\u3067\u304d\u308b<\/li>\n<li>\u5c0f\u3055\u306a\u6210\u529f\u4f53\u9a13\u306e\u7a4d\u307f\u91cd\u306d\u3068\u5b66\u7fd2\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3078\u306e\u53c2\u52a0\u3067\u7d99\u7d9a\u7387\u304c\u4e0a\u304c\u308b<\/li>\n<li>Kaggle\u30b3\u30f3\u30da\u3084\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\uff08\u30d6\u30ed\u30b0\u30fbGitHub\uff09\u3067\u5b9f\u8df5\u529b\u3092\u78e8\u304f<\/li>\n<li>G\u691c\u5b9a\u306a\u3069\u306e\u8cc7\u683c\u53d6\u5f97\u306fAI\u77e5\u8b58\u306e\u30a2\u30d4\u30fc\u30eb\u306b\u6709\u52b9<\/li>\n<\/ul>\n<\/div>\n<p>AI\u52c9\u5f37\u306f\u300c\u96e3\u3057\u305d\u3046\u300d\u3068\u3044\u3046\u30a4\u30e1\u30fc\u30b8\u3092\u6301\u3064\u65b9\u304c\u591a\u3044\u3067\u3059\u304c\u3001<strong><span style=\"background-color: #ffff00;\">\u81ea\u5206\u306e\u30b4\u30fc\u30eb\u306b\u5408\u3063\u305f\u65b9\u6cd5\u3067\u4e00\u6b69\u305a\u3064\u9032\u3081\u3070\u3001\u8ab0\u3067\u3082\u5fc5\u305a\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/strong>\u5927\u5207\u306a\u306e\u306f\u4eca\u65e5\u304b\u3089\u59cb\u3081\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u793e\u5185\u3067\u306eAI\u6d3b\u7528\u63a8\u9032\u3001AI\u4eba\u6750\u80b2\u6210\u3001\u81ea\u793e\u696d\u52d9\u3078\u306eAI\u5c0e\u5165\u306b\u3064\u3044\u3066\u304a\u56f0\u308a\u306e\u3053\u3068\u304c\u3042\u308c\u3070\u3001\u305c\u3072\u5c02\u9580\u5bb6\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"cta\">\n<h2>AI\u6d3b\u7528\u30fbAI\u5c0e\u5165\u306e\u3054\u76f8\u8ac7\u306f\u304a\u6c17\u8efd\u306b<\/h2>\n<p>\u300c\u793e\u54e1\u306eAI\u30ea\u30c6\u30e9\u30b7\u30fc\u3092\u9ad8\u3081\u305f\u3044\u300d\u300c\u81ea\u793e\u696d\u52d9\u306bAI\u3092\u5c0e\u5165\u3057\u305f\u3044\u304c\u4f55\u304b\u3089\u59cb\u3081\u308c\u3070\u3044\u3044\u304b\u308f\u304b\u3089\u306a\u3044\u300d\u300cAI\u4eba\u6750\u3092\u80b2\u6210\u3057\u305f\u3044\u300d\u306a\u3069\u3001AI\u306b\u95a2\u3059\u308b\u3042\u3089\u3086\u308b\u3054\u76f8\u8ac7\u3092\u627f\u308a\u307e\u3059\u3002\u307e\u305a\u306f\u304a\u6c17\u8efd\u306b\u3054\u9023\u7d61\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u25bc \u4eca\u3059\u3050\u7121\u6599\u76f8\u8ac7\u30fb\u304a\u554f\u3044\u5408\u308f\u305b \u25bc<br \/>\n<div class=\"p-blogParts post_content\" data-partsID=\"169\"><div class=\"is-style-btn_normal red_\">\r\n<p data-path-to-node=\"5,2\"><a 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