{"id":455,"date":"2020-03-31T16:40:02","date_gmt":"2020-03-31T07:40:02","guid":{"rendered":"https:\/\/aiacademy.jp\/media\/?p=455"},"modified":"2024-08-06T16:21:34","modified_gmt":"2024-08-06T07:21:34","slug":"%e3%80%902020%e5%b9%b4%e7%89%88%e3%83%bb%e5%88%9d%e5%bf%83%e8%80%85%e5%90%91%e3%81%91%e3%80%91%e7%8b%ac%e5%ad%a6%e3%81%a7ai%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%81%ab%e3%81%aa%e3%82%8a","status":"publish","type":"post","link":"https:\/\/aiacademy.jp\/media\/?p=455","title":{"rendered":"\u3010\u521d\u5fc3\u8005\u5411\u3051\u3011\u72ec\u5b66\u3067\u6a5f\u68b0\u5b66\u7fd2\u30fbAI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308a\u305f\u3044\u4eba\u5411\u3051\u306e\u30aa\u30b9\u30b9\u30e1\u306e\u52c9\u5f37\u65b9\u6cd5"},"content":{"rendered":"<div id=\"sgb-css-id-1\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size is-style-fill has-medium-font-size\"><a class=\"wp-block-button__link has-vivid-green-cyan-background-color has-background wp-element-button\" href=\"https:\/\/lin.ee\/3E4GzWk\" rel=\"nofollow noopener\" target=\"_blank\">LINE\u53cb\u3060\u3061\u767b\u9332 \u25b6 \u6a5f\u68b0\u5b66\u7fd2\u30b3\u30fc\u30b9 \u25b6 \u53d7\u8b1b\u5272\u5f15\u30af\u30fc\u30dd\u30f3 \u7121\u6599\u52d5\u753b<\/a><\/div>\n<\/div>\n<\/div>\n\n<h1 id=\"i-0\">\u306f\u3058\u3081\u306b<\/h1>\n<p>\u3053\u306e\u8a18\u4e8b\u306f<a href=\"https:\/\/twitter.com\/tankazunori0914\" rel=\"nofollow noopener\" target=\"_blank\">\u5f0a\u793e\u4ee3\u8868\u306e\u8c37<\/a>\u306e<a href=\"\u3053\u306e\u8a18\u4e8b\u306f\u5f0a\u793e\u4ee3\u8868\u306e\u8c37\u306e[https:\/\/qiita.com\/tani_AI_Academy\/items\/e47bf4d1316b66a0402b](http:\/\/)\u3092\">Qiita\u306e\u8a18\u4e8b<\/a>\u3092AI Academy Media\u306b\u3066\u5fae\u4fee\u6b63\u3057\u3066\u518d\u6295\u7a3f\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<h1 id=\"i-1\">\u30b5\u30fc\u30d3\u30b9\u7d39\u4ecb\uff08AI Academy Bootcamp\uff09<\/h1>\n<p>\u6211\u3005\u304c\u904b\u55b6\u3057\u3066\u3044\u308b\u500b\u4eba\u5411\u3051AI\u5b66\u7fd2\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n<p><a href=\"https:\/\/aiacademy.jp\/bootcamp\">AI Academy Bootcamp<\/a><br>\u500b\u4eba\u5411\u3051\u306e\u77ed\u671f\u96c6\u4e2dAI\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30d6\u30fc\u30c8\u30ad\u30e3\u30f3\u30d7\uff08AI\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30af\u30fc\u30eb\uff09<\/p>\n<h1 id=\"i-2\">\u3053\u306e\u8a18\u4e8b\u306e\u5bfe\u8c61\u8005<\/h1>\n<p>\u30fb\u5c06\u6765Python\u3067\u30c7\u30fc\u30bf\u89e3\u6790\u3092\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u304c\u3001\u4f55\u304b\u3089\u624b\u3092\u3064\u3051\u305f\u3089\u826f\u3044\u304b\u77e5\u308a\u305f\u3044\u65b9<br>\u30fb\u5c06\u6765\u3001\u4eba\u5de5\u77e5\u80fd\u306b\u95a2\u9023\u3057\u305f\u696d\u52d9\u306b\u643a\u308f\u308a\u305f\u3044\u3068\u691c\u8a0e\u4e2d\u306e\u521d\u5b66\u8005\u306e\u65b9<br>\u30fb\u672a\u7d4c\u9a13\u8005\u304b\u3089AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308a\u305f\u304f\u3001\u305d\u306e\u305f\u3081\u306b\u3069\u306e\u3088\u3046\u306a\u77e5\u8b58\u304c\u5fc5\u8981\u304b\u77e5\u308a\u305f\u3044\u65b9<br>\u30fbAI\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30af\u30fc\u30eb\u3084\u5c02\u9580\u5b66\u6821\u306b\u9032\u5b66\u3057\u3088\u3046\u304b\u8003\u3048\u3066\u3044\u308b\u304c\u3001\u72ec\u5b66\u3067\u52c9\u5f37\u3067\u304d\u308b\u65b9\u6cd5\u3092\u77e5\u308a\u305f\u3044\u3068\u3044\u3046\u65b9<\/p>\n<h1 id=\"i-3\">\u5bfe\u8c61\u3067\u306f\u306a\u3044\u65b9<\/h1>\n<p>\u30fb\u65e2\u306b\u696d\u52d9\u3067\u30c7\u30fc\u30bf\u89e3\u6790\u3057\u3066\u3044\u308b\u65b9<br>\u30fb\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u4f7f\u3063\u305fWeb\u30a2\u30d7\u30ea\u306a\u3069\u3092\u4f5c\u308a\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u65b9<br>\u203bHTML\/CSS\/JavaScript\u306a\u3069\u3092\u59cb\u3081\u3068\u3059\u308b\u6280\u8853\u306b\u95a2\u3057\u3066\u306e\u52c9\u5f37\u65b9\u6cd5\u3084\u3001\u30b5\u30fc\u30d0\u69cb\u7bc9\u3001Web\u30b5\u30fc\u30d3\u30b9\u958b\u767a\u306b\u5230\u308b\u307e\u3067\u306b\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u3084\u4e00\u9023\u306e\u8a71\u306f\u3053\u3053\u3067\u306f\u3057\u306a\u3044\u305f\u3081\uff09<br>\u30fb\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u8cc7\u683c\u8a66\u9a13\u306e\u52c9\u5f37\u65b9\u6cd5\uff08G\u691c\u5b9a\u3001E\u8cc7\u683c\u7b49\uff09<br>\u306a\u3069\u306a\u3069\u306f\u5bfe\u8c61\u3068\u3057\u3066\u304a\u308a\u307e\u305b\u3093\u3002<\/p>\n<h1 id=\"i-4\">AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u6700\u4f4e\u9650\u5fc5\u8981\u306a\u77e5\u8b58<\/h1>\n<p>\u307e\u305a\u306f\u3001AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u6700\u4f4e\u9650\u5fc5\u8981\u306a\u77e5\u8b58\u3092\u5927\u304d\u304f6\u3064\u306b\u5206\u3051\u3066\u898b\u307e\u3057\u305f\u3002<br>\u3053\u3053\u3067\u306f\u3001\u5c06\u6765AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u696d\u52d9\u3092\u884c\u3046\u306b\u3042\u305f\u308a\u3001\u5927\u304d\u304f\u5206\u3051\u30666\u3064\u306e\u5185\u5bb9\u306e\u57fa\u790e\u77e5\u8b58\u306e\u5168\u4f53\u50cf\u3092\u628a\u63e1\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br>\u2460\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb<br>\u2013 Python \uff08\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001R\u3084C++\u3001Julia\u306a\u3069\uff09<br>\u2013 numpy\u3001pandas\u3001matplotlib\u306a\u3069\u306e\u30c7\u30fc\u30bf\u5206\u6790\u3067\u306f\u6b20\u304b\u305b\u306a\u3044\u30e9\u30a4\u30d6\u30e9\u30ea<br>\u2013 scikit-learn\u3084TensorFlow\u3084keras\uff08\u4ed6\u306b\u3082PyTorch\u7b49\uff09\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d6\u30e9\u30ea\u3084\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/p>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u3092\u884c\u3046\u4e0a\u3067\u3001\u30c7\u30fc\u30bf\u524d\u51e6\u7406\u304c\u5fc5\u9808\u306a\u306e\u3067\u3059\u304c\u3001\u30c7\u30fc\u30bf\u524d\u51e6\u7406\u3092\u884c\u3046\u4e0a\u3067\u4fbf\u5229\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002<br>\u2461\u6570\u5b66<br>\u2013 \u5fae\u5206\u3001\u7dda\u5f62\u4ee3\u6570\u3001\u30d9\u30af\u30c8\u30eb\u3001\u884c\u5217\u3001\u78ba\u7387\u306a\u3069<br>\u2462\u7d71\u8a08\u306e\u77e5\u8b58<br>\u2013 \u6a19\u6e96\u504f\u5dee\u3001\u5206\u6563\u3001\u78ba\u7387\u5206\u5e03\u3001\u63a8\u5b9a\u3001\u691c\u5b9a\u306a\u3069\u306a\u3069<br>\u2463\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\u77e5\u8b58<br>\u2013 \u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3068\u6559\u5e2b\u306a\u3057\u5b66\u7fd2<br>\u2013 \u524d\u51e6\u7406\u3001\u7279\u5fb4\u91cf\u8a2d\u8a08\u3001\u5b66\u7fd2\u3068\u8a55\u4fa1<br>\u2013 \u5358\u56de\u5e30\u3001\u91cd\u56de\u5e30\u5206\u6790\u3001\u30e9\u30c3\u30bd\u3001\u30ea\u30c3\u30b8\u3001\u6700\u5c0f\u4e8c\u4e57\u6cd5\u3001\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3001\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30<br>\u2013 \u6c7a\u5b9a\u6728\u3001\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u3001\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30c8\u30eb\u30de\u30b7\u30f3\u3001K-means\u3001\u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u5b66\u7fd2<br>\u2013 \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u5b9f\u88c5\u30b9\u30ad\u30eb\u53ca\u3073\u77e5\u8b58<br>\u2013 scikit-learn\u3084XGBoost<br>\u2013 TensorFlow\u3084Keras\u306a\u3069\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u77e5\u8b58<br>\u2013 scikit-learn\u3067\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u3092\u4f5c\u308b\u307e\u3067\u306e\u6d41\u308c\u306a\u3069\u3002<\/p>\n<p>1.\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u6b20\u640d\u5024\u306e\u88dc\u5b8c\u3084\u5916\u308c\u5024\u306e\u524a\u9664)<\/p>\n<p>2.\u7279\u5fb4\u91cf\u306e\u8a2d\u8a08\uff08\u7279\u5fb4\u91cf\u306e\u9078\u629e)<\/p>\n<p>3.\u30e2\u30c7\u30eb\u958b\u767a(\u30e2\u30c7\u30eb\u306e\u9078\u629e\u3068\u5b66\u7fd2\uff09<\/p>\n<p>4.\u30e2\u30c7\u30eb\u8a55\u4fa1\u30fb\u30fb\u30fb\u4ea4\u5dee\u691c\u5b9a\u3001\u6df7\u5408\u884c\u5217\u3067\u8a55\u4fa1\u306a\u3069<\/p>\n<p>\u2464SQL\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u64cd\u4f5c\u3059\u308b\u77e5\u8b58<br>\u2013 select\u3001insert\u3001update\u3001delete\u3001where\u3001like\u3001limit\u3001sum\u3001avg\u3001max\u3001group by\u3001having\u3001order by\u3001\u30c6\u30fc\u30d6\u30eb\u7d50\u5408\u3001\u30d3\u30e5\u30fc\u3001\u30b5\u30d6\u30af\u30a8\u30ea\u3001case\u306a\u3069\u306a\u3069<br>\u24fa\u30af\u30e9\u30a6\u30c9\u306e\u77e5\u8b58<br>\u2013 AWS\u3084GCP\u3084Azure\u306a\u3069\u306e\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\u56de\u308a\u306e\u77e5\u8b58<br>\u5927\u304d\u304f6\u3064\u3082\u3042\u308a\u610f\u5916\u3068\u591a\u3044\u306a\u3068\u601d\u308f\u308c\u305f\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u4e00\u5ea6\u306b\u5168\u3066\u3084\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u307e\u305a\u306f\u2460\u3068\u2463\u306e2\u3064\u306b\u7d5e\u308b\u3053\u3068\u3092\u30aa\u30b9\u30b9\u30e1\u3057\u307e\u3059\u3002<br>\u7406\u7531\u306f\u3001\u5b9f\u969b\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u66f8\u304d\u3001\u76ee\u306b\u898b\u3048\u308b\u5f62\u306b\u3059\u308b\u3053\u3068\u3067\u7d99\u7d9a\u3057\u3066\u5b66\u3073\u3084\u3059\u304f\u306a\u308b\u304b\u3089\u3067\u3059\u3002<br>\u306f\u3058\u3081\u306b\u7406\u8ad6\u304b\u3089\u5165\u308b\u3068\u72ec\u5b66\u3060\u3068\u632b\u6298\u3057\u3066\u3057\u307e\u3046\u306e\u3067\u3002<\/p>\n<h1 id=\"i-5\">\u4eba\u5de5\u77e5\u80fd\u3092\u72ec\u5b66\u3067\u52c9\u5f37\u3059\u308b\u30aa\u30b9\u30b9\u30e1\u306e\u65b9\u6cd5<\/h1>\n<p>\u5fc5\u8981\u306a\u77e5\u8b58\u306f\u524d\u306e\u7bc0\u3067\u7d39\u4ecb\u3057\u307e\u3057\u305f\u304c\u3001\u3069\u306e\u3088\u3046\u306b\u305d\u308c\u3089\u3092\u5b66\u3079\u3070\u826f\u3044\u306e\u3067\u3057\u3087\u3046\u304b\u3002<br>\u2460\u304b\u3089\u2465\u3092\u5b66\u3076\u4e0a\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u9806\u3067\u77e5\u8b58\u3092\u8eab\u306b\u3064\u3051\u3066\u3044\u304f\u3053\u3068\u3092\u30aa\u30b9\u30b9\u30e1\u3057\u3066\u3044\u307e\u3059\u3002<br>\u30d5\u30a7\u30fc\u30ba1 python\u306b\u3088\u308b\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3068\u4eba\u5de5\u77e5\u80fd\u6982\u8ad6\u3092\u5b66\u3076<br>\u30d5\u30a7\u30fc\u30ba2 \u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<br>\u30d5\u30a7\u30fc\u30ba3 Kaggle\u306b\u6311\u6226<br>\u30d5\u30a7\u30fc\u30ba4 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python\u306b\u3088\u308b\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3068\u4eba\u5de5\u77e5\u80fd\u6982\u8ad6\u3092\u5b66\u3076<\/h3>\n<p>\u72ec\u5b66\u3067\u3001\u66f8\u7c4d\u3092\u4f7f\u3063\u3066\u3001<br>\u4eba\u5de5\u77e5\u80fd\u958b\u767a\u306b\u6700\u4f4e\u9650\u5fc5\u8981\u306a\u77e5\u8b58\u306f\u300c\u6a5f\u68b0\u5b66\u7fd2\u306e\u77e5\u8b58\u300d\u3068\u300cPython\u306e\u77e5\u8b58\u300d\u3068\u300c\u6a5f\u68b0\u5b66\u7fd2\u306e\u305f\u3081\u306e\u6570\u5b66\u3068\u78ba\u7387\u30fb\u7d71\u8a08\u5b66\u300d\u3067\u3059\u3002<br>\u3053\u306e\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u300c\u6a5f\u68b0\u5b66\u7fd2\u306e\u77e5\u8b58\u300d\u3068\u300cPython\u306e\u77e5\u8b58\u300d\u306b\u7d5e\u308a\u3001\u4e00\u65e6\u300c\u6a5f\u68b0\u5b66\u7fd2\u306e\u305f\u3081\u306e\u6570\u5b66\u3068\u78ba\u7387\u30fb\u7d71\u8a08\u5b66\u300d\u306f\u9055\u3046\u30d5\u30a7\u30fc\u30ba\u306b\u56de\u3057\u3066\u3082\u5927\u4e08\u592b\u3067\u3059\u3002<br>\u6570\u5b66\u3084\u78ba\u7387\u304c\u308f\u304b\u3089\u306a\u304f\u3066\u3082\u3001\u6a5f\u68b0\u5b66\u7fd2\u7528\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3048\u3070\u6a5f\u68b0\u5b66\u7fd2\u3092\u4f53\u9a13\u3067\u304d\u3001\u7406\u8ad6\u3060\u3051\u306e\u5b66\u3073\u3088\u308a\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u304c\u4fdd\u3061\u5b89\u3044\u304b\u3089\u3067\u3059\u3002\uff08\u4eba\u306b\u3088\u3063\u3066\u306f\u7406\u8ad6\u304b\u3089\u306e\u65b9\u304c\u7d99\u7d9a\u3067\u304d\u308b\u65b9\u3082\u3044\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u306e\u3067\u65ad\u8a00\u306f\u3057\u307e\u305b\u3093\u3002\uff09<br>\u305d\u306e\u5f8c\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u983c\u3063\u305f\u5b9f\u88c5\u3092\u3057\u305f\u5f8c\u306b\u3001\u4e2d\u3067\u4f55\u304c\u884c\u308f\u308c\u3066\u3044\u308b\u306e\u304b\u6c17\u306b\u306a\u3063\u3066\u304b\u3089\u3001\u4e00\u5ea6\u7acb\u3061\u623b\u3063\u3066\u6570\u5b66\u30fb\u7d71\u8a08\u5b66\u306a\u3069\u3092\u5b66\u3076\u3053\u3068\u3092\u30aa\u30b9\u30b9\u30e1\u3057\u307e\u3059\u3002<br>\u3067\u306f\u3001<strong>\u30aa\u30b9\u30b9\u30e1\u66f8\u7c4d\u3092\u7d39\u4ecb\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/strong><br>\u307e\u305a\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u521d\u5fc3\u8005\u307e\u305f\u306f\u3001Python\u306e\u57fa\u672c\u6587\u6cd5\u306b\u81ea\u4fe1\u304c\u306a\u3044\u65b9\u306f\u4e0b\u8a18\u66f8\u7c4d\u304c\u30aa\u30b9\u30b9\u30e1\u3067\u3059\u3002<br>\u30fbPython3 \u5165\u9580\u30ce\u30fc\u30c8<br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.amazonaws.com\/0\/171715\/6b05e2ee-d7c4-4516-96ef-a3e23584beac.jpeg\" alt=\"p.jpg\"><br>http:\/\/amzn.asia\/8ccnGQH<br>2894\u5186<br>\u3053\u3061\u3089\u306e\u66f8\u7c4d\u306fpython\u306e\u57fa\u790e\u306b\u3042\u305f\u308b\u57fa\u672c\u6587\u6cd5\u3060\u3051\u3067\u306a\u304f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u95a2\u3059\u308b\u57fa\u790e\u3082\u5b66\u3079\u307e\u3059\u3002<br>\u3053\u306e\u66f8\u7c4d\u3092\u4e00\u901a\u308a\u8aad\u307f\u7d42\u3048\u308b\u3053\u3068\u3067\u3001python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u57fa\u790e\u529b\u3068\u3001\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u4f53\u9a13\u304c\u51fa\u6765\u307e\u3059\u3002<br>\u307e\u305f\u3001python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u59cb\u3081\u308b\u969b\u306b\u306f\u3001<strong>\u958b\u767a\u74b0\u5883\u3044\u3089\u305a\u306e\u30d6\u30e9\u30a6\u30b6\u304b\u3064\u7121\u6599\u3067\u4f7f\u3048\u308b\u3001CPU\/GPU\u306e\u6a5f\u68b0\u5b66\u7fd2\u74b0\u5883\u304c\u6574\u3063\u305f<a href=\"https:\/\/colab.research.google.com\/notebooks\/welcome.ipynb#recent=true\" rel=\"nofollow noopener\" target=\"_blank\">Google Colaboratory<\/a><\/strong>\u3092\u5229\u7528\u3057\u3066Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u3057\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<br>\u6b21\u306b\u3001\u4eba\u5de5\u77e5\u80fd\u306e\u6982\u8981\u306b\u95a2\u3057\u3066\u3055\u3089\u3063\u3068\u5b66\u3073\u305f\u3044\u65b9\u306f\u4e0b\u8a18\u306e\u66f8\u7c4d\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<br>\u30fb\u4eba\u5de5\u77e5\u80fd\u306f\u4eba\u9593\u3092\u8d85\u3048\u308b\u304b \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u5148\u306b\u3042\u308b\u3082\u306e (\u89d2\u5dddEPUB\u9078\u66f8) [\u5358\u884c\u672c]<br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.amazonaws.com\/0\/171715\/191649fe-bb3c-cc7a-96a8-0ffcb06bb875.png\" alt=\"ai.png\"><br>http:\/\/amzn.asia\/iW1Ms5S<br>1512\u5186<br>\u4e0a\u8a182\u518a\u306fPython\u306e\u672c\u3092\u8aad\u307f\u3001\u51fa\u3066\u304f\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u624b\u3092\u52d5\u304b\u3057\u306a\u304c\u3089\u9032\u3081\u3066\u304f\u3060\u3055\u3044\u3002<br>\u3055\u3066\u3001\u4e0a\u8a182\u518a\u3067\u4eba\u5de5\u77e5\u80fd\u306b\u95a2\u3059\u308b\u77e5\u8b58\u53ca\u3073Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u57fa\u790e\u304c\u56fa\u307e\u3063\u305f\u65b9\u306f\u3001<br>\u6a5f\u68b0\u5b66\u7fd2\u306e\u4e00\u9023\u306e\u6d41\u308c\u3068\u7d71\u8a08\u7684\u6a5f\u68b0\u5b66\u7fd2\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u59cb\u3081\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3 id=\"i-7\">\u30d5\u30a7\u30fc\u30ba2 \u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/h3>\n<p>\u30fbPython\u3067\u306f\u3058\u3081\u308b\u6a5f\u68b0\u5b66\u7fd2<br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.amazonaws.com\/0\/171715\/832c10ec-eb5c-a021-0c89-d859868df6f9.jpeg\" alt=\"download.jpg\"><br>\u3053\u3061\u3089\u3082\u624b\u3092\u52d5\u304b\u3057\u306a\u304c\u3089\u30b3\u30fc\u30c9\u3092\u66f8\u304d\u3001\u307e\u305f\u305d\u306e\u5f8c\u30b3\u30fc\u30c9\u3092\u8aad\u3080(\u5199\u7d4c)\u3092\u304a\u3053\u306a\u3063\u3066\u304f\u3060\u3055\u3044\u3002<br>\u305f\u3060\u672c\u3092\u8aad\u3080\u3060\u3051\u3088\u308a\u3001\u624b\u3092\u52d5\u304b\u3057\u306a\u304c\u3089\u9032\u3081\u308b\u65b9\u304c\u7406\u89e3\u304c\u6df1\u307e\u308a\u307e\u3059\u3002<br>http:\/\/amzn.asia\/0GskuMa<br>3672\u5186<br>+\u03b1<br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.amazonaws.com\/0\/171715\/36da4189-41c6-9c7d-cdc4-f7f0410a02d5.jpeg\" alt=\"61qCGR2QqGL._SX390_BO1,204,203,200_.jpg\"><br>http:\/\/amzn.asia\/9EPUIpg<br>4320\u5186<br>\u3053\u3053\u307e\u3067\u6765\u3066\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4e2d\u3067\u3069\u306e\u3088\u3046\u306a\u51e6\u7406\u304c\u3055\u308c\u3066\u3044\u308b\u304b\u6c17\u306b\u306a\u3063\u305f\u65b9\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092numpy\u306a\u3069\u306e\u6700\u5c0f\u9650\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3063\u3066\u3001\u5b9f\u88c5\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<br>\u6570\u5b66\u306e\u77e5\u8b58\u304c\u4e0d\u5b89\u306a\u65b9\u306f\u3001\u4e0b\u8a18\u3067\u7d39\u4ecb\u3057\u3066\u3044\u308b\u6570\u5b66\u306e\u672c\u306a\u3069\u3092\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<br>\u30fb<strong>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0<\/strong><br>\u30bc\u30ed\u304b\u3089\u4f5c\u308bDeep Learning \u2015Python\u3067\u5b66\u3076\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u7406\u8ad6\u3068\u5b9f\u88c5<br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.amazonaws.com\/0\/171715\/b3cb1989-1f71-e402-0946-77279d6afdd1.jpeg\" alt=\"download.jpg\"><br>http:\/\/amzn.asia\/caXkYL3<br>\u3053\u3061\u3089\u3082\u5b9f\u969b\u306b\u624b\u3092\u52d5\u304b\u3057\u306a\u304c\u3089\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u3092\u4f5c\u308a\u306a\u304c\u3089\u5b66\u3073\u307e\u3059\u3002<br>3672\u5186<br>\u30fb<strong>\u6570\u5b66<\/strong><br>\u3084\u3055\u3057\u304f\u5b66\u3076 \u6a5f\u68b0\u5b66\u7fd2\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u6570\u5b66\u306e\u304d\u307b\u3093<br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.amazonaws.com\/0\/171715\/ac665ed7-e3ee-28db-ec10-ceb25dbc9088.jpeg\" alt=\"5149k70AUiL._SX348_BO1,204,203,200_.jpg\"><br>http:\/\/amzn.asia\/b2XXln9<br>2786\u5186<br>\u6570\u5b66\u304c\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u65b9\u306f\u4e0a\u8a18\u306e\u307b\u3093\u3068\u5408\u308f\u305b\u3066\u30012\u3064\u306e\u52d5\u753b\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3092\u30aa\u30b9\u30b9\u30e1\u3057\u307e\u3059\u3002<br><a href=\"https:\/\/www.udemy.com\/kikagaku_blackbox_1\/learn\/v4\/overview\" rel=\"nofollow noopener\" target=\"_blank\">\u3010\u30ad\u30ab\u30ac\u30af\u6d41\u3011\u4eba\u5de5\u77e5\u80fd\u30fb\u6a5f\u68b0\u5b66\u7fd2 \u8131\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u8b1b\u5ea7 \u2013 \u521d\u7d1a\u7de8 \u2013 | Udemy<\/a><br><a href=\"https:\/\/www.udemy.com\/kikagaku_blackbox_2\/learn\/v4\/overview\" rel=\"nofollow noopener\" target=\"_blank\">\u3010\u30ad\u30ab\u30ac\u30af\u6d41\u3011\u4eba\u5de5\u77e5\u80fd\u30fb\u6a5f\u68b0\u5b66\u7fd2 \u8131\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u8b1b\u5ea7 \u2013 \u4e2d\u7d1a\u7de8 \u2013 | Udemy<\/a><\/p>\n<p>\u4e0a\u8a182\u3064\u306e\u52d5\u753b\u3092\u898b\u7d42\u308f\u3063\u305f\u6b21\u306f\u3001<\/p>\n<p><a href=\"https:\/\/www.udemy.com\/course\/math-for-ai\/\" rel=\"nofollow noopener\" target=\"_blank\">AI\u306e\u305f\u3081\u306e\u6570\u5b66\u8b1b\u5ea7\uff1a\u5c11\u3057\u3065\u3064\u4e01\u5be7\u306b\u5b66\u3076\u4eba\u5de5\u77e5\u80fd\u5411\u3051\u306e\u7dda\u5f62\u4ee3\u6570\/\u78ba\u7387\u30fb\u7d71\u8a08\/\u5fae\u5206<\/a><\/p>\n<p>\u3068<\/p>\n<p><a href=\"https:\/\/www.amazon.co.jp\/%E6%9C%80%E7%9F%AD%E3%82%B3%E3%83%BC%E3%82%B9%E3%81%A7%E3%82%8F%E3%81%8B%E3%82%8B-%E3%83%87%E3%82%A3%E3%83%BC%E3%83%97%E3%83%A9%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0%E3%81%AE%E6%95%B0%E5%AD%A6-%E8%B5%A4%E7%9F%B3-%E9%9B%85%E5%85%B8\/dp\/4296102508\/\" rel=\"nofollow noopener\" target=\"_blank\">\u6700\u77ed\u30b3\u30fc\u30b9\u3067\u308f\u304b\u308b \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u6570\u5b66<\/a><br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/195675\/a66eb74a-0ea6-5548-c0e2-e83dfcd00384.jpeg\" alt=\"51dYVqu6B6L._SX351_BO1,204,203,200_.jpg\"><\/p>\n<p>\u3092\u8aad\u307f\u9032\u3081\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u30fb<strong>\u7d71\u8a08\u5b66<\/strong><\/p>\n<p>\u3082\u3057\u521d\u3081\u3066\u7d71\u8a08\u5b66\u3092\u5b66\u3076\u306e\u3067\u3042\u308c\u3070\u6700\u521d\u306e\uff11\u518a\u306f\u300c\u6587\u7cfb\u3067\u3082\u4ed5\u4e8b\u306b\u4f7f\u3048\u308b\u7d71\u8a08\u5b66\u306f\u3058\u3081\u306e\u4e00\u6b69\u300d\u3092\u304a\u3059\u3059\u3081\u81f4\u3057\u307e\u3059\u3002\u3053\u306e\u672c\u306e\u826f\u3044\u3068\u3053\u308d\u306f\u3001\u30de\u30f3\u30ac\u3092\u8aad\u3093\u3067\u3044\u308b\u3088\u3046\u306a\u611f\u899a\u3067\u30b9\u30e9\u30b9\u30e9\u8aad\u3081\u3066\u3057\u307e\u3046\u304b\u3089\u3067\u3059\u3002<\/p>\n<p><a href=\"https:\/\/www.amazon.co.jp\/gp\/product\/4761273178\/\" rel=\"nofollow noopener\" target=\"_blank\">\u6587\u7cfb\u3067\u3082\u4ed5\u4e8b\u306b\u4f7f\u3048\u308b\u7d71\u8a08\u5b66\u306f\u3058\u3081\u306e\u4e00\u6b69<\/a><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/195675\/6a6065d1-7d95-8ad2-9c5c-eceb56e88821.jpeg\" alt=\"513ftYuikPL._SX352_BO1,204,203,200_.jpg\"><\/p>\n<p>\u5148\u307b\u3069\u306e\u66f8\u7c4d\u3068\u540c\u3058\u304f\u3089\u3044\u8aad\u307f\u3084\u3059\u304f\u3001\u96e3\u6613\u5ea6\u3082\u540c\u3058\u304f\u3089\u3044\u3067\u3059\u3002<\/p>\n<p><a href=\"https:\/\/www.amazon.co.jp\/%E7%B5%B1%E8%A8%88%E5%AD%A6%E3%81%8C%E3%82%8F%E3%81%8B%E3%82%8B-%E3%83%95%E3%82%A1%E3%83%BC%E3%82%B9%E3%83%88%E3%83%96%E3%83%83%E3%82%AF-%E5%90%91%E5%BE%8C-%E5%8D%83%E6%98%A5\/dp\/4774131903\/\" rel=\"nofollow noopener\" target=\"_blank\">\u7d71\u8a08\u5b66\u304c\u308f\u304b\u308b<\/a><br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/195675\/c5c95353-d4ab-b188-b82b-6ae553ee8ed4.jpeg\" alt=\"51QkvwqrbCL._SX355_BO1,204,203,200_.jpg\"><\/p>\n<p>\u30fb<strong>\u30c7\u30fc\u30bf\u524d\u51e6\u7406<\/strong><br>\u524d\u51e6\u7406\u5927\u5168[\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306eSQL\/R\/Python\u5b9f\u8df5\u30c6\u30af\u30cb\u30c3\u30af]<br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.amazonaws.com\/0\/171715\/d1dbacab-1ae6-1b3b-6e20-d2def4526422.jpeg\" alt=\"download.jpg\"><br>http:\/\/amzn.asia\/aa5dHB0<br>3240\u5186<br>\u6b21\u306b\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u7528\u3044\u3066DeepLearning\u306e\u5b66\u7fd2\u3092\u3057\u307e\u3057\u3087\u3046\u3002<br>\u30e9\u30a4\u30d6\u30e9\u30ea\u306fTensorFlow\u307e\u305f\u306fKeras\u3092\u30aa\u30b9\u30b9\u30e1\u3057\u3066\u3044\u307e\u3059\u3002<br>\u521d\u5fc3\u8005\u306b\u30aa\u30b9\u30b9\u30e1\u306a\u306e\u306fKeras\u306e\u65b9\u3067\u3059\u3002<br>\u30fbKeras<br>Python\u3068Keras\u306b\u3088\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0<br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.amazonaws.com\/0\/171715\/d002e41e-5545-eaed-9865-3ba47507cea9.jpeg\" alt=\"51-0e4nTugL._SX387_BO1,204,203,200_.jpg\"><br>http:\/\/amzn.asia\/8Ya7Xu5<br>4190\u5186<\/p>\n<p>2808\u5186<br>\u66f8\u7c4d\u4ee5\u5916\u306b\u3082\u3001<a href=\"https:\/\/www.udemy.com\" rel=\"nofollow noopener\" target=\"_blank\">Udemy<\/a>\u306a\u3069\u304c\u30aa\u30b9\u30b9\u30e1\u3067\u3059\u3002<br>\u6b21\u306e\u52d5\u753b\u3082\u5408\u308f\u305b\u3066\u3054\u5229\u7528\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<br><a href=\"https:\/\/www.udemy.com\/python-scikit-learn\/\" rel=\"nofollow noopener\" target=\"_blank\">Python\u3067\u6a5f\u68b0\u5b66\u7fd2\uff1ascikit-learn\u3067\u5b66\u3076\u8b58\u5225\u5165\u9580<\/a><\/p>\n<h3 id=\"i-8\">\u30d5\u30a7\u30fc\u30ba3 Kaggle\u306b\u6311\u6226<\/h3>\n<p>\u3055\u3066\u3001\u30d5\u30a7\u30fc\u30ba1,2\u3067\u306f\u66f8\u5e97\u3067\u8ca9\u58f2\u3055\u308c\u3066\u3044\u308b\u6a5f\u68b0\u5b66\u7fd2\u95a2\u9023\u306e\u66f8\u7c4d\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<br>\u4e0a\u8a18\u306e\u66f8\u7c4d\u3092\u9806\u756a\u306b1\u301c3\u30f6\u6708\u307b\u3069\u624b\u3092\u52d5\u304b\u3057\u306a\u304c\u3089\u9032\u3081\u308b\u3068\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u4e00\u9023\u306e\u6d41\u308c\u3084\u3001\u81ea\u5206\u3067\u6a5f\u68b0\u5b66\u7fd2\u306e\u30e2\u30c7\u30eb\u3092\u8aad\u307f\u66f8\u304d\u3067\u304d\u308b\u30ec\u30d9\u30eb\u306b\u306a\u3063\u3066\u3044\u308b\u306f\u305a\u3067\u3059\u3002<br>\u3053\u3053\u3067\u306f\u3001\u6b21\u306e\u30d5\u30a7\u30fc\u30ba\u3068\u3057\u3066<a href=\"https:\/\/www.kaggle.com\/\" rel=\"nofollow noopener\" target=\"_blank\">Kaggle<\/a>\u3084<a href=\"https:\/\/signate.jp\/\" rel=\"nofollow noopener\" target=\"_blank\">SIGNATE(\u65e7 DeepAnalytics)<\/a>\u3092\u4f7f\u3063\u3066\u3001\u5b9f\u8df5\u3057\u307e\u3059\u3002<br>Kaggle\u306f\u3001\u4e16\u754c\u4e2d\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u96c6\u307e\u308b\u30b3\u30f3\u30da\u30c6\u30a3\u30b7\u30e7\u30f3\u30b5\u30a4\u30c8\u3067\u3059\u3002<br>\u4f01\u696d\u306a\u3069\u304c\u5206\u6790\u3057\u3066\u307b\u3057\u3044\u30c7\u30fc\u30bf\u3092\u3053\u3053\u306b\u8f09\u305b\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u5206\u6790\u3092\u3057\u3066\u3001\u5206\u6790\u306e\u7cbe\u5ea6\u3092\u7af6\u3044\u307e\u3059\u3002<br>\u4e0a\u4f4d\uff13\u4f4d\u306b\u306f\u30c7\u30fc\u30bf\u3092\u3042\u3052\u305f\u4f01\u696d\u304b\u3089\u8cde\u91d1\u3082\u51fa\u307e\u3059\u3002<br>Kaggle\u306e\u30aa\u30b9\u30b9\u30e1\u306e\u4f7f\u3044\u65b9\u3068\u3057\u3066\u306f\u3001Kernels\uff08\u30ab\u30fc\u30cd\u30eb\uff09\u3068\u3044\u3046\u6a5f\u80fd\u3092\u4f7f\u3046\u3053\u3068\u3067\u3059\u3002<br>\u30ab\u30fc\u30cd\u30eb\u3067\u306f\u3001\u5404\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u4ed6\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u69cb\u7bc9\u3057\u305f\u30e2\u30c7\u30eb\u306e\u30b3\u30fc\u30c9\u306e\u8aac\u660e\u306a\u3069\u304c\u308f\u304b\u308a\u3084\u3059\u304f\u66f8\u3044\u3066\u3042\u308a\u307e\u3059\u3002<br><strong>Kaggle\u3067\u5b9f\u969b\u306b\u30c7\u30fc\u30bf\u89e3\u6790\u3092\u884c\u3046\u3068\u308f\u304b\u308a\u307e\u3059\u304c\u3001\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u304c\u5927\u5909\u91cd\u8981\u3067\u3059\u3002<\/strong><br><strong>\u3053\u3053\u3067\u306e\u30dd\u30a4\u30f3\u30c8\u3068\u3057\u3066\u306f\u3001pandas\u3092\u4e0a\u624b\u304f\u4f7f\u3044\u3053\u306a\u305b\u308b\u304b\u304c\u9375\u306b\u306a\u3063\u3066\u304a\u308a\u307e\u3059\u3002<\/strong><br>pandas\u306e\u30c7\u30fc\u30bf\u52a0\u5de5\u3067\u308f\u304b\u3089\u306a\u3044\u3053\u3068\u304c\u3042\u308c\u3070\u3001<br><a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/tutorials.html\" rel=\"nofollow noopener\" target=\"_blank\">pandas\u516c\u5f0f \u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<\/a>\u304b\u3089\u518d\u5ea6\u5fa9\u7fd2\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<br>\u66f8\u7c4d\u3068\u3057\u3066\u306f<a href=\"http:\/\/amzn.asia\/1Al0GEt\" rel=\"nofollow noopener\" target=\"_blank\">Python\u306b\u3088\u308b\u30c7\u30fc\u30bf\u5206\u6790\u5165\u9580<\/a>\u304c\u30aa\u30b9\u30b9\u30e1\u3067\u3059\u3002<\/p>\n<p><a href=\"https:\/\/aiacademy.jp\/bootcamp\/\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-445\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2020\/01\/bootcamp_banner2.png\" alt=\"\" width=\"1200\" height=\"400\"><\/a><\/p>\n<h3 id=\"i-9\">\u30d5\u30a7\u30fc\u30ba4\u3000SQL\u3001\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3001\u30af\u30e9\u30a6\u30c9\u306a\u3069\u306e\u6280\u8853\u3082\u8eab\u306b\u3064\u3051\u308b\u3002<\/h3>\n<p>\u5b9f\u30c7\u30fc\u30bf\u306b\u95a2\u3057\u3066\u306f\u3001Web\u4e0a\u306e\u30c7\u30fc\u30bf\u3067\u3042\u308c\u3070\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u305f\u3081\u3001SQL\u306e\u77e5\u8b58\u3082\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<br>\u3053\u3053\u3067\u306f\u3001SQL\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u5206\u6790\u3092\u3059\u308b\u305f\u3081\u306e\u53c2\u8003\u306b\u306a\u308b\u66f8\u7c4d\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<br>\u30fbProgate\u306eSQL\u7de8\u001c\uff08SQL\u521d\u7d1a\u8005\u5411\u3051\uff09<br><a href=\"https:\/\/prog-8.com\/languages\/sql\" rel=\"nofollow noopener\" target=\"_blank\">Progate[\u30d7\u30ed\u30b2\u30fc\u30c8] SQL<\/a><\/p>\n<p>\u30fbSQL\u3092\u4f7f\u3063\u3066\u5206\u6790\u3092\u3059\u308b(SQL\u521d\u5fc3\u8005\u5411\u3051)<\/p>\n<p><a href=\"https:\/\/www.amazon.co.jp\/SQL%E3%83%87%E3%83%BC%E3%82%BF%E5%88%86%E6%9E%90%E3%83%BB%E6%B4%BB%E7%94%A8%E5%85%A5%E9%96%80-%E3%83%87%E3%83%BC%E3%82%BF%E3%82%B5%E3%82%A4%E3%82%A8%E3%83%B3%E3%82%B9%E3%81%AE%E6%89%89%E3%82%92%E9%96%8B%E3%81%8F%E3%81%9F%E3%82%81%E3%81%AE%E6%8A%80%E8%A1%93-MySQL-PostgreSQL-%E4%B8%A1%E5%AF%BE%E5%BF%9C\/dp\/4802612265\/\" rel=\"nofollow noopener\" target=\"_blank\">SQL\u30c7\u30fc\u30bf\u5206\u6790\u30fb\u6d3b\u7528\u5165\u9580 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u6249\u3092\u958b\u304f\u305f\u3081\u306e\u6280\u8853 MySQL\/PostgreSQL \u4e21\u5bfe\u5fdc<\/a><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/195675\/28568097-e804-d870-50e1-2d316a135342.jpeg\" alt=\"download.jpg\"><\/p>\n<p>\u30fbSQL\u3092\u4f7f\u3063\u3066\u5206\u6790\u3092\u3059\u308b(SQL\u4e2d\u7d1a\u8005\u5411\u3051)<br><a href=\"http:\/\/amzn.asia\/4gDmIEe\" rel=\"nofollow noopener\" target=\"_blank\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u30fb\u6d3b\u7528\u306e\u305f\u3081\u306eSQL\u30ec\u30b7\u30d4<\/a><br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.amazonaws.com\/0\/171715\/83645d57-92e3-5660-d8a1-7c7746aee8f7.jpeg\" alt=\"61kzm62vzeL._SX382_BO1,204,203,200_.jpg\"><br>\u30c7\u30fc\u30bf\u53ce\u96c6\u306f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u884c\u3046\u3053\u3068\u3082\u3042\u308c\u3070\u3001\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u7b49\u3067\u884c\u3046\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<br>\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306fWeb\u30b5\u30a4\u30c8\u306b\u63b2\u8f09\u3055\u308c\u3066\u3044\u308b\u60c5\u5831\u3092\u53ce\u96c6\u3059\u308b\u305f\u3081\u306e\u6280\u8853\u3067\u3059\u3002<br>\u3053\u3053\u3067\u306f\u3001\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u6280\u8853\u7fd2\u5f97\u306e\u305f\u3081\u306b\u30aa\u30b9\u30b9\u30e1\u306e\u66f8\u7c4d\u3092\u4e8c\u518a\u7d39\u4ecb\u3044\u305f\u3057\u307e\u3059\u3002<br>\u30fb1\u518a\u76ee\u306b\u30aa\u30b9\u30b9\u30e1<br><a href=\"http:\/\/amzn.asia\/c7mpmzl\" rel=\"nofollow noopener\" target=\"_blank\">Python\u306b\u3088\u308b\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0&amp;\u6a5f\u68b0\u5b66\u7fd2 \u958b\u767a\u30c6\u30af\u30cb\u30c3\u30af BeautifulSoup,scikit-learn,TensorFlow\u3092\u4f7f\u3063\u3066\u307f\u3088\u3046<\/a><br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.amazonaws.com\/0\/171715\/f1db9b94-348c-601a-b1f8-bd9c55b454fc.jpeg\" alt=\"61sxmRFvyfL._SX376_BO1,204,203,200_.jpg\"><br>\u30fb2\u518a\u76ee\u306b\u30aa\u30b9\u30b9\u30e1<br><a href=\"http:\/\/amzn.asia\/6ei5m41\" rel=\"nofollow noopener\" target=\"_blank\">Python\u30af\u30ed\u30fc\u30ea\u30f3\u30b0&amp;\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0 -\u30c7\u30fc\u30bf\u53ce\u96c6\u30fb\u89e3\u6790\u306e\u305f\u3081\u306e\u5b9f\u8df5\u958b\u767a\u30ac\u30a4\u30c9<\/a><br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.amazonaws.com\/0\/171715\/6f8f377a-0bde-7efc-c039-6f13378bc06b.jpeg\" alt=\"51IiWeYB-7L._SX399_BO1,204,203,200_.jpg\"><br>\u30fb\u30af\u30e9\u30a6\u30c9<br>\u3053\u3053\u3067\u306fGoogle Cloud Platform(GCP)\u306e\u7c21\u5358\u306a\u8aac\u660e\u3092\u3057\u307e\u3059\u3002<br>Google Cloud Platform\u306f\u3001Google\u304c\u4fdd\u6709\u3059\u308b\u81a8\u5927\u306a\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3084\u6a5f\u68b0\u5b66\u7fd2\u7b49\u3068\u3044\u3063\u305f\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u3063\u305f\u5206\u3060\u3051\u306e\u652f\u6255\u3044\u3067\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306e\u7dcf\u79f0\u3067\u3042\u308a\u3001GCP\u3092\u4f7f\u3046\u3053\u3068\u3067\u30b5\u30fc\u30d3\u30b9\u3092\u958b\u767a\u3059\u308b\u4e0a\u3067\u306e\u30a4\u30f3\u30d5\u30e9\u5468\u308a\u3084\u3001\u9ad8\u6027\u80fd\u306a\u30c7\u30fc\u30bf\u5206\u6790\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30b5\u30fc\u30d3\u30b9\u3092\u5404\u7a2eAPI\u3092\u901a\u3058\u3066\u5229\u7528\u304c\u51fa\u6765\u307e\u3059\u3002<br>GCP\u3068\u3088\u304f\u6bd4\u8f03\u3055\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066Amazon\u306eAWS\u3001Micro soft\u306eAzure\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u304c\u305d\u308c\u3089\u306e\u9055\u3044\u306f\u4e0b\u8a18\u8a18\u4e8b\u3092\u53c2\u8003\u306b\u3057\u3066\u898b\u3066\u304f\u3060\u3055\u3044\u3002<br><a href=\"https:\/\/clonos.jp\/knowledge\/detail01\/\" rel=\"nofollow noopener\" target=\"_blank\">Google Cloud Platform \u3068AWS\u3001Azure\u306e\u9055\u3044<\/a><br>\u307e\u305f\u3001GCP\u306eAPI\u3092Python\u3067\u547c\u3073\u51fa\u3059\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u304c\u3001\u4e0b\u8a18\u753b\u50cf\u306b\u3042\u308b\u901a\u308a\u753b\u50cf\u8a8d\u8b58\u30fb\u52d5\u753b\u89e3\u6790\u3001\u97f3\u58f0\u8a8d\u8b58\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306a\u3069\u306eAPI\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br>\u81ea\u5206\u306e\u4f5c\u308a\u305f\u3044\u3082\u306e\u3092\u4f5c\u308b\u3068\u304d\u306b\u30010\u304b\u3089scikit-learn\u3084Keras\u306a\u3069\u3092\u4f7f\u3063\u3066\u81ea\u524d\u3067\u4f5c\u308b\u3088\u308a\u3001API\u3092\u4f7f\u3063\u305f\u65b9\u304c\u7c21\u5358\u306b\u304b\u3064\u3001\u7cbe\u5ea6\u306e\u826f\u3044\u3082\u306e\u3092\u4f5c\u308b\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<br><strong>\u81ea\u5206\u306b\u3042\u3063\u305fAPI\u3092\u63a2\u3057\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u3001Google\u3067\u691c\u7d22\u3057\u305f\u308a\u3001qiita\u3067\u8abf\u3079\u305f\u308a\u3057\u3066\u51fa\u3066\u304d\u305f\u8a18\u4e8b\u3092\u53c2\u8003\u306b\u3059\u308c\u3070\u5b9f\u88c5\u304c\u51fa\u6765\u305f\u308a\u3057\u307e\u3059\u3002<\/strong><br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.amazonaws.com\/0\/171715\/f6680ac4-e2df-71aa-407f-68e1bde158fd.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2018-05-07 16.55.00.png\"><br><a href=\"https:\/\/cloud.google.com\/python\/?hl=ja\" rel=\"nofollow noopener\" target=\"_blank\">GOOGLE CLOUD PLATFORM \u3067\u306e PYTHON<\/a><\/p>\n<h3 id=\"i-10\">\u30d5\u30a7\u30fc\u30ba\uff15 \u6559\u3048\u308b<\/h3>\n<p>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3084\u6a5f\u68b0\u5b66\u7fd2\u3092\u5b66\u3093\u3060\u3089\u3001\u53cb\u4eba\u3067\u3082\u826f\u3044\u306e\u3067\u8ab0\u304b\u306b\u6559\u3048\u308b\u3053\u3068\u3092\u30aa\u30b9\u30b9\u30e1\u3057\u307e\u3059\u3002<br>\u6559\u3048\u308b\u65b9\u6cd5\u3068\u3057\u3066\u306f\u3001\u30a4\u30d9\u30f3\u30c8\u3084\u30bb\u30df\u30ca\u30fc\u3092\u884c\u3046\u306e\u3082\u826f\u3044\u3067\u3059\u3057\u3001Skype\u306a\u3069\u3092\u4f7f\u3044\u3001\u53cb\u4eba\u306b\u30de\u30f3\u30c4\u30fc\u30de\u30f3\u30ec\u30c3\u30b9\u30f3\u3092\u884c\u306a\u3063\u305f\u308a\u3001\u30ab\u30d5\u30a7\u3067\u76f4\u63a5\u6559\u3048\u305f\u308a\u3059\u308b\u306e\u304c\u826f\u3044\u3067\u3059\u3002<br>\u6559\u3048\u308b\u4ee5\u5916\u306b\u3082Qiita\u3084\u30d6\u30ed\u30b0\u306b\u8a18\u4e8b\u3092\u66f8\u3044\u305f\u308a\u3001\u672c\u3092\u66f8\u304f\u3068\u304b\u3082\u826f\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u3002<br>AI Academy\u3067\u306f\u53d7\u8b1b\u751f\u306e\u4ea4\u6d41\u4f1a\u3084LT\u4f1a\u3082\u3084\u3063\u3066\u304a\u308a\u3001\u4eba\u524d\u3067\u6559\u3048\u308b\u6a5f\u4f1a\u3082\u63d0\u4f9b\u3057\u3066\u304a\u308a\u307e\u3059\u306e\u3067\u3001\u662f\u975e\u3054\u6d3b\u7528\u3057\u3066\u898b\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n<h1 id=\"i-11\">\u5b66\u7fd2\u30ed\u30fc\u30c9\u30de\u30c3\u30d7<\/h1>\n<p><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/195675\/f21dc662-c149-7a6e-8eab-8cd2e67cd2e6.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2020-03-13 16.56.02.png\"><\/p>\n<p>\u5de6\u306e\u66f8\u7c4d(STEP1)\u304b\u3089\u53f3\u306e\u66f8\u7c4d(STEP3)\u307e\u3067\u9806\u306b\u8aad\u307f\u9032\u3081\u3066\u304f\u3060\u3055\u3044\u3002<br>\u3059\u3067\u306bpython\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u57fa\u672c\u304c\u308f\u304b\u3063\u3066\u3044\u308b\u65b9\u306fSTEP1\u3092\u98db\u3070\u3057\u3066\u3082\u69cb\u3044\u307e\u305b\u3093\u3057\u3001\u65e2\u306bscikit-learn\u3067\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u57fa\u672c\u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u6570\u5b66\u3082\u308f\u304b\u308b\u65b9\u306fSTEP2\u3082\u98db\u3070\u3057\u3066\u3082\u69cb\u3044\u307e\u305b\u3093\u3002<br>\u81ea\u5206\u306e\u73fe\u5728\u306e\u30ec\u30d9\u30eb\u306b\u3042\u3063\u305fSTEP\u304b\u3089\u521d\u3081\u3066\u304f\u3060\u3055\u3044\u3002<br>\u3082\u3057\u3001<strong>python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u7d4c\u9a13\u304c\u306a\u3044\u65b9\u3084\u3001\u4eba\u5de5\u77e5\u80fd\u3063\u3066\u306a\u306b\uff1f\u3068\u3044\u3046\u65b9\u306fSTEP1\u304b\u3089\u521d\u3081\u3066\u304f\u3060\u3055\u3044\u3002<\/strong><br>\u4f55\u5ea6\u3082\u8a18\u8ff0\u3057\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u304c\u3001\u30dd\u30a4\u30f3\u30c8\u306a\u306e\u304c\u3001\u57fa\u672c\u7684\u306b\u66f8\u7c4d\u306b\u51fa\u3066\u304f\u308b\u30b3\u30fc\u30c9\u306f\u5b9f\u969b\u306b\u66f8\u3044\u3066\u9032\u3081\u308b\u3053\u3068\u3067\u3059\u3002<br>\u4f8b\u3048\u3070\u3001\u82f1\u8a9e\u306a\u3069\u3092\u52c9\u5f37\u3059\u308b\u3068\u304d\u3082\u6559\u6750\u3092\u773a\u3081\u308b\u3060\u3051\u3088\u308a\u3001\u66f8\u3044\u305f\u308a\u8aad\u307f\u4e0a\u3052\u305f\u308a\u805e\u3044\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u6709\u52b9\u3060\u3063\u305f\u308a\u3057\u307e\u3059\u3002<br>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3082\u540c\u69d8\u3067\u3001\u305f\u3060\u672c\u3092\u773a\u3081\u308b\u3060\u3051\u3088\u308a\u3001\u5b9f\u969b\u306b\u5199\u7d4c\u3059\u308b\u3053\u3068\u3067\u3088\u308a\u7406\u89e3\u304c\u6df1\u307e\u308a\u307e\u3059\u3002<br>\u305f\u3060\u3057\u3001\u3069\u306e\u6559\u6750\u3082\uff11\uff10\uff10\uff05\u7406\u89e3\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<br>\u3069\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u3001\u6b21\u306eSTEP\u3078\u9032\u3080\u304b\u306e\u5224\u65ad\u57fa\u6e96\u3067\u3059\u304c\u3001<strong>\u66f8\u7c4d\u306b\u66f8\u3044\u3066\u3042\u308b\u3053\u3068\u5168\u3066\u7406\u89e3\u305b\u305a\u306b\u30017\u5272\u7406\u89e3\u3067\u304d\u305f\u304b\u306a<\/strong>\u3068\u3044\u3046\u30ec\u30d9\u30eb\u3067\u5341\u5206\u3067\u3059\u3002<br>\u305d\u3053\u306b\u5230\u9054\u3057\u305f\u3089\u6b21\u3078\u9032\u307f\u307e\u3057\u3087\u3046\u3002<br>\u307e\u305f\u3001\u8a73\u7d30\u306f\u4e0a\u8a18<strong>\u4eba\u5de5\u77e5\u80fd\u3092\u72ec\u5b66\u3067\u52c9\u5f37\u3059\u308b\u30aa\u30b9\u30b9\u30e1\u306e\u65b9\u6cd5<\/strong>\u3092\u53c2\u8003\u306b\u9032\u3081\u3066\u304f\u3060\u3055\u3044\u3002<br>STEP1\u304b\u3089\u59cb\u3081\u3089\u308c\u308b\u65b9\u3067\u3001\u25cb\u25cb\u306e\u30c7\u30fc\u30bf\u89e3\u6790\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u305f\u3044\uff01\u3068\u3044\u3046\u306e\u3067\u3042\u308c\u3070\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3084Keras\u306b\u3088\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u90e8\u5206\u306f\u98db\u3070\u3057\u3066\u3082\u69cb\u3044\u307e\u305b\u3093\u3002<br>\u4e00\u65e6\u3001STEP1\u2192STEP2\u2192\u30d5\u30a7\u30fc\u30ba3 Kaggle\u306b\u6311\u6226\u2192\u305d\u306e\u5f8c\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5b9f\u88c5&amp;\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e9\u30a4\u30d6\u30e9\u30ea(TensorFlow\u3084keras\u306a\u3069)\u3078\u9032\u3081\u3066\u9802\u3051\u308c\u3070\u3068\u601d\u3044\u307e\u3059\u3002<br>\u3068\u3044\u3046\u306e\u3082\u3001scikit-learn\u306b\u3082\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u306e\u3067\u3001\u696d\u52d9\u3067\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u4f7f\u3046\u3053\u3068\u304c\u6c7a\u307e\u3063\u3066\u3044\u306a\u304b\u3063\u305f\u308a\u3001\u30c7\u30fc\u30bf\u89e3\u6790\u3092\u30b4\u30fc\u30eb\u306b\u304a\u3044\u3066\u3044\u308b\u5834\u5408\u306f\u304c\u3063\u3064\u308a\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u5b66\u3076\u5fc5\u8981\u306f\u305d\u3053\u307e\u3067\u306a\u3044\u304b\u306a\u3068\u3044\u3046\u7406\u7531\u3067\u3059\u3002<br>\u3057\u304b\u3057\u3001AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u5c31\u8077\u30fb\u8ee2\u8077\u5e0c\u671b\u306e\u65b9\u306f\u3057\u3063\u304b\u308a\u300e\u30bc\u30ed\u304b\u3089\u4f5c\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u300f\u306e\u4e2d\u8eab\u306f\u7406\u89e3\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h1 id=\"i-12\">\u5c02\u9580\u9818\u57df\u306e\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u4ed8\u3051\u305f\u3044\u65b9\u3078<\/h1>\n<p>\u3082\u3057\u3001\u4e0a\u306e\u672c\u3092\u5168\u3066\u8aad\u307f\u7d42\u3048\u305f\u65b9\u306f\u3001\u5b9f\u306f\u307e\u3060AI\u30a8\u30f3\u30b8\u30cb\u30a2\uff08\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\uff09\u306b\u306a\u308b\u305f\u3081\u306b\u8aad\u3093\u3067\u304a\u3044\u305f\u65b9\u304c\u826f\u3044\u66f8\u7c4d\uff08\u826f\u66f8\uff09\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u305d\u3061\u3089\u3082\u7d39\u4ecb\u81f4\u3057\u307e\u3059\u3002<br>\u203b\u4eba\u5de5\u77e5\u80fd\u3068\u4e00\u53e3\u306b\u8a00\u3063\u3066\u3082\u3001\u753b\u50cf\u8a8d\u8b58\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u97f3\u58f0\u8a8d\u8b58\u3001\u751f\u6210\u7b49\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u3002<br>\u305d\u308c\u3089\u306e\u5c02\u9580\u5206\u91ce\u306e\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u4ed8\u3051\u3089\u308c\u308b\u30aa\u30b9\u30b9\u30e1\u306e\u66f8\u7c4d\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<br>\uff08\u203b\u66f4\u65b0\u4e88\u5b9a\uff09<\/p>\n<p>\u30fb\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u5168\u822c<\/p>\n<p><a href=\"https:\/\/www.amazon.co.jp\/%E3%81%A4%E3%81%8F%E3%82%8A%E3%81%AA%E3%81%8C%E3%82%89%E5%AD%A6%E3%81%B6-PyTorch%E3%81%AB%E3%82%88%E3%82%8B%E7%99%BA%E5%B1%95%E3%83%87%E3%82%A3%E3%83%BC%E3%83%97%E3%83%A9%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0-%E5%B0%8F%E5%B7%9D%E9%9B%84%E5%A4%AA%E9%83%8E\/dp\/4839970254\/\" rel=\"nofollow noopener\" target=\"_blank\">\u3064\u304f\u308a\u306a\u304c\u3089\u5b66\u3076! PyTorch\u306b\u3088\u308b\u767a\u5c55\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0<\/a><br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/195675\/e22167b9-7402-b843-51de-55ac3bbaaccf.jpeg\" alt=\"51+F0cSeYvL._SX387_BO1,204,203,200_.jpg\"><\/p>\n<p>\u30fb\u81ea\u7136\u8a00\u8a9e\u51e6\u7406<\/p>\n<p><a href=\"https:\/\/www.amazon.co.jp\/%E3%82%BC%E3%83%AD%E3%81%8B%E3%82%89%E4%BD%9C%E3%82%8BDeep-Learning-%E2%80%95%E8%87%AA%E7%84%B6%E8%A8%80%E8%AA%9E%E5%87%A6%E7%90%86%E7%B7%A8-%E6%96%8E%E8%97%A4-%E5%BA%B7%E6%AF%85\/dp\/4873118360\/\" rel=\"nofollow noopener\" target=\"_blank\">\u30bc\u30ed\u304b\u3089\u4f5c\u308bDeep Learning \u2777 \u2015\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u7de8<\/a><br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/195675\/1c67b706-4c6a-6bbf-85cc-39937c148860.jpeg\" alt=\"download.jpg\"><\/p>\n<p><a href=\"https:\/\/www.amazon.co.jp\/15Step%E3%81%A7%E8%B8%8F%E7%A0%B4-%E8%87%AA%E7%84%B6%E8%A8%80%E8%AA%9E%E5%87%A6%E7%90%86%E3%82%A2%E3%83%97%E3%83%AA%E3%82%B1%E3%83%BC%E3%82%B7%E3%83%A7%E3%83%B3%E9%96%8B%E7%99%BA%E5%85%A5%E9%96%80-StepUp-%E9%81%B8%E6%9B%B8-%E7%A5%90%E4%B8%80%E9%83%8E\/dp\/4865941320\/\" rel=\"nofollow noopener\" target=\"_blank\">15Step\u3067\u8e0f\u7834 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u5165\u9580 <\/a><br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/195675\/1b98aaa1-6aa5-f38a-0843-30cc28b2b41c.jpeg\" alt=\"51ztG2GhaSL._SX384_BO1,204,203,200_.jpg\"><\/p>\n<p><a href=\"https:\/\/www.amazon.co.jp\/%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92%E3%83%BB%E6%B7%B1%E5%B1%A4%E5%AD%A6%E7%BF%92%E3%81%AB%E3%82%88%E3%82%8B%E8%87%AA%E7%84%B6%E8%A8%80%E8%AA%9E%E5%87%A6%E7%90%86%E5%85%A5%E9%96%80-scikit-learn%E3%81%A8TensorFlow%E3%82%92%E4%BD%BF%E3%81%A3%E3%81%9F%E5%AE%9F%E8%B7%B5%E3%83%97%E3%83%AD%E3%82%B0%E3%83%A9%E3%83%9F%E3%83%B3%E3%82%B0-Compass-Data-Science\/dp\/4839966605\/\" rel=\"nofollow noopener\" target=\"_blank\">\u6a5f\u68b0\u5b66\u7fd2\u30fb\u6df1\u5c64\u5b66\u7fd2\u306b\u3088\u308b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u5165\u9580 ~scikit-learn\u3068TensorFlow\u3092\u4f7f\u3063\u305f\u5b9f\u8df5\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0~<\/a><br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/195675\/d75460ce-9cc2-0ac6-93cc-a11ba867ce60.jpeg\" alt=\"51fQPA3mCIL._SX389_BO1,204,203,200_.jpg\"><\/p>\n<p>\u30fb\u753b\u50cf\u751f\u6210<\/p>\n<p><a href=\"https:\/\/www.amazon.co.jp\/%E5%AE%9F%E8%B7%B5GAN-%E6%95%B5%E5%AF%BE%E7%9A%84%E7%94%9F%E6%88%90%E3%83%8D%E3%83%83%E3%83%88%E3%83%AF%E3%83%BC%E3%82%AF%E3%81%AB%E3%82%88%E3%82%8B%E6%B7%B1%E5%B1%A4%E5%AD%A6%E7%BF%92-Compass-Books%E3%82%B7%E3%83%AA%E3%83%BC%E3%82%BA-Jakub\/dp\/4839967717\/\" rel=\"nofollow noopener\" target=\"_blank\">\u5b9f\u8df5GAN ~\u6575\u5bfe\u7684\u751f\u6210\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u3088\u308b\u6df1\u5c64\u5b66\u7fd2~<\/a><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/195675\/7eca29e2-25cf-f3a3-6d23-195c37fca818.jpeg\" alt=\"51Ri2cTWuML._SX386_BO1,204,203,200_.jpg\"><\/p>\n<p>\u30fb\u753b\u50cf\u8a8d\u8b58<\/p>\n<p><a href=\"https:\/\/www.amazon.co.jp\/%E4%BB%8A%E3%81%99%E3%81%90%E8%A9%A6%E3%81%97%E3%81%9F%E3%81%84-%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92%E3%83%BB%E6%B7%B1%E5%B1%A4%E5%AD%A6%E7%BF%92-%E3%83%87%E3%82%A3%E3%83%BC%E3%83%97%E3%83%A9%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0-%E7%94%BB%E5%83%8F%E8%AA%8D%E8%AD%98%E3%83%97%E3%83%AD%E3%82%B0%E3%83%A9%E3%83%9F%E3%83%B3%E3%82%B0%E3%83%AC%E3%82%B7%E3%83%94-%E5%B7%9D%E5%B3%B6\/dp\/4798056839\/\" rel=\"nofollow noopener\" target=\"_blank\">\u4eca\u3059\u3050\u8a66\u3057\u305f\u3044! \u6a5f\u68b0\u5b66\u7fd2\u30fb\u6df1\u5c64\u5b66\u7fd2(\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0) \u753b\u50cf\u8a8d\u8b58\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30ec\u30b7\u30d4<\/a><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/195675\/71f94f63-7bc2-82fd-9675-353115adb2db.jpeg\" alt=\"51zBxv5H8kL._SX385_BO1,204,203,200_.jpg\"><\/p>\n<p>\u30fb\u30c7\u30fc\u30bf\u5206\u6790<br><a href=\"https:\/\/www.amazon.co.jp\/Kaggle%E3%81%A7%E5%8B%9D%E3%81%A4%E3%83%87%E3%83%BC%E3%82%BF%E5%88%86%E6%9E%90%E3%81%AE%E6%8A%80%E8%A1%93-%E9%96%80%E8%84%87-%E5%A4%A7%E8%BC%94\/dp\/4297108437\/\" rel=\"nofollow noopener\" target=\"_blank\">Kaggle\u3067\u52dd\u3064\u30c7\u30fc\u30bf\u5206\u6790\u306e\u6280\u8853<\/a><br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/195675\/7db7f07f-cee5-ea42-db33-bc7005dc6ef2.jpeg\" alt=\"41zp6hN7f+L._SX394_BO1,204,203,200_.jpg\"><\/p>\n<h1 id=\"i-13\">\u307e\u3068\u3081<\/h1>\n<p>\u3053\u3053\u307e\u3067\u306e\u6d41\u308c\u3092\u307e\u3068\u3081\u307e\u3059\u3002<br>\u30d5\u30a7\u30fc\u30ba1 python\u306b\u3088\u308b\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3068\u4eba\u5de5\u77e5\u80fd\u6982\u8ad6\u3092\u5b66\u3076<br>\u30d5\u30a7\u30fc\u30ba2 \u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<br>\u30d5\u30a7\u30fc\u30ba3 Kaggle\u306b\u6311\u6226<br>\u30d5\u30a7\u30fc\u30ba4 SQL\u3001\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3001\u30af\u30e9\u30a6\u30c9\u306a\u3069\u306e\u6280\u8853\u3082\u8eab\u306b\u3064\u3051\u308b\u3002<br>\u30d5\u30a7\u30fc\u30ba5 \u6559\u3048\u308b<\/p>\n<h1 id=\"i-14\">\u82f1\u8a9e\u306b\u81ea\u4fe1\u304c\u3042\u308b\u65b9\u3078<\/h1>\n<p>\u3053\u3053\u307e\u3067\u306f\u3001\u5b66\u7fd2\u65b9\u6cd5\u3084\u30aa\u30b9\u30b9\u30e1\u306e\u66f8\u7c4d\u306a\u3069\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u304c\u3001\u82f1\u8a9e\u306b\u81ea\u4fe1\u304c\u3042\u308b\u65b9\u306b\u306f\u30aa\u30b9\u30b9\u30e1\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<br><strong>\u203b\u82f1\u8a9e\u82e6\u624b\u3060\u3068\u3057\u3066\u3082Coursera\u3000\uff08\u30b3\u30fc\u30bb\u30e9\uff09\u306e\u6a5f\u68b0\u5b66\u7fd2\u306f\u662f\u975e\u53d7\u8b1b\u3059\u308b\u3053\u3068\u3092\u30aa\u30b9\u30b9\u30e1\u3057\u307e\u3059\u3002<\/strong><br>\u2460Coursera\u3000\uff08\u30b3\u30fc\u30bb\u30e9\uff09<br><a href=\"https:\/\/www.coursera.org\/learn\/machine-learning\" rel=\"nofollow noopener\" target=\"_blank\">Coursera Machine Laerning<\/a><br>\u30b3\u30fc\u30bb\u30e9\u306f\u4e16\u754c\u4e2d\u306e\u4eba\u306b\u6700\u9ad8\u306e\u6559\u80b2\u3092\u7121\u6599\u3067\u63d0\u4f9b\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u3092\u7406\u5ff5\u306b\u3057\u3066\u3044\u308b\u30aa\u30f3\u30e9\u30a4\u30f3\u6559\u80b2\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<br>\u7279\u306b\u6a5f\u68b0\u5b66\u7fd2\u306e\u30b3\u30fc\u30b9\u306e\u8b1b\u5e2b\u306fStanford University\u306e\u30a2\u30f3\u30c9\u30ea\u30e5\u30fc\u30fb\u30a6(Andrew Ng)\u6c0f\u3067\u3059\u3002<br>\u30a2\u30f3\u30c9\u30ea\u30e5\u30fc\u6c0f\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u306e\u7814\u7a76\u3092\u3057\u3066\u304a\u308a\u3001Google Brain\u306e\u7acb\u3061\u3042\u3052\u3084Cousera\u306e\u30d5\u30a1\u30f3\u30c0\u30fc\u3067\u3082\u3042\u308a\u307e\u3059\u3002<br>\u30b7\u30ea\u30b3\u30f3\u30d0\u30ec\u30fc\u306b\u3042\u308bBaidu\u306e\u7814\u7a76\u6240\u3067\u52e4\u52d9\u3057\u3066\u304a\u3089\u308c\u308b\u65b9\u3067\u3042\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u5b66\u3076\u306e\u306b\u6700\u3082\u9069\u3057\u305f\u6559\u6750\u3068\u3082\u8a00\u3048\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u4e3b\u8981\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u76f4\u611f\u7684\u306b\u7406\u89e3\u3057\u3001\u5b9f\u969b\u306b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3067\u304d\u308b\u3088\u3046\u306b\u6559\u3048\u3066\u304f\u308c\u307e\u3059\u3002<br><a href=\"https:\/\/twitter.com\/AndrewYNg\" rel=\"nofollow noopener\" target=\"_blank\">Andrew Ng\u6c0f<\/a>\u306f\u6ca2\u5c71\u8912\u3081\u3066\u304f\u308c\u308b\u306e\u3067\u3001\u3068\u3066\u3082\u5b09\u3057\u304f\u306a\u308a\u307e\u3059\u7b11<br>\uff08\u203b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306fPython\u3067\u306f\u306a\u304f\u3001Octave\u30fbMATLAB\u3067\u3059\uff09<br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.amazonaws.com\/0\/171715\/918b9c84-9e08-dc5d-af17-3e0ec70a8334.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2018-05-07 0.01.55.png\"><br>\u2461Learn with Google AI (ai.google education)<br><a href=\"https:\/\/ai.google\/education#?modal_active=none\" rel=\"nofollow noopener\" target=\"_blank\">Learn with Google AI<\/a><br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.amazonaws.com\/0\/171715\/f2cc1f4b-46b8-aaa8-dca0-4d4f303cb569.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2018-05-07 0.01.23.png\"><br>Google\u793e\u5185\u6559\u80b2\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u7121\u6599\u3067\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002<br>\u30b3\u30f3\u30c6\u30f3\u30c4\u306f\u3001\u5927\u5909\u308f\u304b\u308a\u3084\u3059\u3044\u52d5\u753b\u3067\u3059\u3002<\/p>\n<div class=\"toc\">    <div id=\"toc_container\" class=\"sgb-toc--no-bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <a href=\"#i-0\">\u306f\u3058\u3081\u306b<\/a>  <\/li>  <li>    <a href=\"#i-1\">\u30b5\u30fc\u30d3\u30b9\u7d39\u4ecb\uff08AI Academy Bootcamp\uff09<\/a>  <\/li>  <li>    <a href=\"#i-2\">\u3053\u306e\u8a18\u4e8b\u306e\u5bfe\u8c61\u8005<\/a>  <\/li>  <li>    <a href=\"#i-3\">\u5bfe\u8c61\u3067\u306f\u306a\u3044\u65b9<\/a>  <\/li>  <li>    <a href=\"#i-4\">AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u6700\u4f4e\u9650\u5fc5\u8981\u306a\u77e5\u8b58<\/a>  <\/li>  <li>    <a href=\"#i-5\">\u4eba\u5de5\u77e5\u80fd\u3092\u72ec\u5b66\u3067\u52c9\u5f37\u3059\u308b\u30aa\u30b9\u30b9\u30e1\u306e\u65b9\u6cd5<\/a>  <\/li>  <li>    <a href=\"#i-11\">\u5b66\u7fd2\u30ed\u30fc\u30c9\u30de\u30c3\u30d7<\/a>  <\/li>  <li>    <a href=\"#i-12\">\u5c02\u9580\u9818\u57df\u306e\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u4ed8\u3051\u305f\u3044\u65b9\u3078<\/a>  <\/li>  <li>    <a href=\"#i-13\">\u307e\u3068\u3081<\/a>  <\/li>  <li>    <a href=\"#i-14\">\u82f1\u8a9e\u306b\u81ea\u4fe1\u304c\u3042\u308b\u65b9\u3078<\/a>    <ul class=\"menu_level_1\">      <li class=\"first last\">        <a href=\"#i-15\">\u3053\u3061\u3089\u3082\u30aa\u30b9\u30b9\u30e1<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-16\">\u672c\u6c17\u3067AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u76ee\u6307\u3057\u3066\u3044\u308b\u65b9\u3078<\/a>  <\/li>  <li class=\"last\">    <a href=\"#i-17\">\u7d42\u308f\u308a\u306b<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><div class=\"toc\"><p><\/p>\n<\/div><h2 id=\"i-15\">\u3053\u3061\u3089\u3082\u30aa\u30b9\u30b9\u30e1<\/h2>\n<p><a href=\"https:\/\/www.udacity.com\/course\/intro-to-machine-learning--ud120\" rel=\"nofollow noopener\" target=\"_blank\">Udacity\u300cIntro to Machine Learning<\/a><br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.amazonaws.com\/0\/171715\/8e78a867-0c1d-b77d-2079-31e6cffb0716.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2018-05-07 0.02.32.png\"><br><a href=\"https:\/\/www.youtube.com\/playlist?list=PLQVvvaa0QuDfKTOs3Keq_kaG2P55YRn5v\" rel=\"nofollow noopener\" target=\"_blank\">Machine Learning with Python (YouTube)<\/a><br><img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.amazonaws.com\/0\/171715\/93a16a21-e71a-eb00-134e-1fcd84e79750.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2018-05-07 0.44.24.png\"><\/p>\n<h1 id=\"i-16\">\u672c\u6c17\u3067AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u76ee\u6307\u3057\u3066\u3044\u308b\u65b9\u3078<\/h1>\n<p>\u4e0a\u8a18\u5185\u5bb9\u3092\u9806\u306b\u5b66\u3093\u3067\u3044\u304f\u3053\u3068\u3067\u3001\u4e00\u5b9a\u306e\u57fa\u790e\u30b9\u30ad\u30eb\u304c\u8eab\u306b\u3064\u304d\u3001AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u306e\u5165\u308a\u53e3\u306b\u5165\u308c\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u3002<br>\u3067\u3059\u304c\u3001\u5b9f\u52d9\u3067AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u6d3b\u8e8d\u3057\u3066\u3044\u304f\u306b\u306f\u307e\u3060\u307e\u3060\u77e5\u8b58\u7684\u306b\u8db3\u308a\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<br>\u305d\u306e\u969b\u306b\u306f\u3001\u4ee5\u4e0b\u306b\u6319\u3052\u308b\u52c9\u5f37\u6cd5\u3068\u3001\u305d\u306e\u66f8\u7c4d\u306b\u3082\u76ee\u3092\u901a\u3057\u3066\u3044\u304f\u3053\u3068\u3092\u30aa\u30b9\u30b9\u30e1\u3057\u307e\u3059\u3002<br>1. C++\u53ca\u3073Java\u8a00\u8a9e\u3067\u6a5f\u68b0\u5b66\u7fd2\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3082\u66f8\u3051\u308b\u3088\u3046\u306b\u3059\u308b\u3002<br>2. <a href=\"http:\/\/amzn.asia\/5118g0M\" rel=\"nofollow noopener\" target=\"_blank\">\u300e\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u305f\u3081\u306e\u7d71\u8a08\u30e2\u30c7\u30ea\u30f3\u30b0\u5165\u9580\u2015\u2015\u4e00\u822c\u5316\u7dda\u5f62\u30e2\u30c7\u30eb\u30fb\u968e\u5c64\u30d9\u30a4\u30ba\u30e2\u30c7\u30eb\u30fbMCMC\u300f<\/a>\u4ee5\u4e0a\u306e\u7d71\u8a08\u5b66\u306e\u77e5\u8b58<br>\u3068<a href=\"http:\/\/amzn.asia\/6RuVPNl\" rel=\"nofollow noopener\" target=\"_blank\">\u7d71\u8a08\u5b66\u5165\u9580 (\u57fa\u790e\u7d71\u8a08\u5b66\u2160)<\/a><br>3. <a href=\"http:\/\/amzn.asia\/8mAkkJN\" rel=\"nofollow noopener\" target=\"_blank\">\u7d71\u8a08\u7684\u5b66\u7fd2\u306e\u57fa\u790e \u2015\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u30fb\u63a8\u8ad6\u30fb\u4e88\u6e2c<\/a><\/p>\n<p>\u95a2\u9023\uff1a<a href=\"https:\/\/aiacademy.jp\/media\/?p=558\">\u3010\u4fdd\u5b58\u7248\u30fb\u521d\u5fc3\u8005\u5411\u3051\u3011 AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u76ee\u6307\u3059\u4e0a\u3067\u306e\u5fc5\u8aad\u66f8\uff15\u9078<\/a><\/p>\n<p>\u95a2\u9023\uff1a<a href=\"https:\/\/aiacademy.jp\/media\/?p=984\">\u3010\u521d\u5b66\u8005\u5411\u3051\u3011Python \u76ee\u7684\u5225 \u5b66\u7fd2\u30ed\u30fc\u30c9\u30de\u30c3\u30d7<\/a><\/p>\n<p>\u95a2\u9023\uff1a<a href=\"https:\/\/aiacademy.jp\/media\/?p=2884\">AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306f AI\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u76ee\u6307\u3057\u305f\u3044\u65b9\u5fc5\u8aad\uff01<\/a><\/p>\n<p>\u95a2\u9023\uff1a<a href=\"https:\/\/aiacademy.jp\/media\/?p=803\">\u3010\u521d\u5fc3\u8005\u5411\u3051\u3011\u72ec\u5b66\u3067\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u306a\u308b\u306b\u306f\uff1f\u30aa\u30b9\u30b9\u30e1\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3084\u52c9\u5f37\u6cd5\u3092\u7d39\u4ecb\uff01<\/a><\/p>\n\n<h1 id=\"i-17\">\u7d42\u308f\u308a\u306b<\/h1>\n<p>\u3053\u3053\u307e\u3067\u304a\u8aad\u307f\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3057\u305f\u3002<br>\u5f0a\u793e\u3067\u306fAI Academy\u3068\u3044\u3046\u30aa\u30f3\u30e9\u30a4\u30f3AI\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<br>\u5b66\u7fd2\u30b5\u30fc\u30d3\u30b9\u3092\u904b\u55b6\u3057\u3066\u304a\u308a\u3001AI\u3092\u5b66\u3073\u305f\u3044\u65b9\u306e\u76ee\u6a19\u3092\u6700\u77ed\u3067\u5b9f\u73fe\u3059\u308b\u30b5\u30dd\u30fc\u30c8\u3092\u884c\u306a\u3063\u3066\u304a\u308a\u307e\u3059\u3002<br>\u30e1\u30a4\u30f3\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u884c\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u306f\u3001\u4ee5\u4e0b\u306e\uff13\u70b9\u3067\u3059\u3002<br>\u30fb\u4eca\u56de\u53d6\u308a\u4e0a\u3052\u305f\u66f8\u7c4d\u306e\u4e2d\u3067\u3082\u3055\u3089\u306b\u5fc5\u8981\u306a\u90e8\u5206\u306e\u307f\u3092\u62bd\u51fa\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u30b3\u30f3\u30c6\u30f3\u30c4(\u30b9\u30de\u30db\u304b\u3089\u3067\u3082PC\u304b\u3089\u3067\u3082\u95b2\u89a7\u3067\u304d\u307e\u3059\u3002)<br>\u30fb\u30c1\u30e3\u30c3\u30c8\u3067\u306e\u8cea\u554f\u5bfe\u5fdc\u3084\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc(<strong>\u203bAI Academy\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u4ee5\u5916\u306e\u3053\u3068\u3082\u8cea\u554f\u53ef\u80fd\u3067\u3059\u3002<\/strong>)<br>\u30fb\u5b66\u7fd2\u9032\u6357\u30b5\u30fc\u30d3\u30b9\uff08\u4f5c\u308a\u305f\u3044\u30d7\u30ed\u30c0\u30af\u30c8\u3078\u306e\u6700\u77ed\u30eb\u30fc\u30c8\u306e\u63d0\u793a\u3001\u6b21\u306b\u4f55\u3092\u3057\u305f\u3089\u3044\u3044\u304b\u306e\u63d0\u793a\uff09<br>\u3053\u308c\u307e\u3067\u9577\u3005\u3068\u66f8\u3044\u3066\u304a\u308a\u307e\u3057\u305f\u304c\u3001\u4e0a\u8a18\u3057\u305f\u66f8\u7c4d\u3092\u5168\u3066\uff11\u304b\u3089\u5b66\u3076\u306b\u306f\u305d\u308c\u306a\u308a\u306e\u5b66\u7fd2\u30b3\u30b9\u30c8\uff08\u6700\u4f4e\u3067\u3082\uff16\u30f6\u6708\u7a0b\u5ea6\uff09\u304c\u304b\u304b\u308a\u307e\u3059\u3002<br>\u5f0a\u793e\u306e\u3088\u3046\u306a\u77ed\u671f\u9593\u30d6\u30fc\u30c8\u30ad\u30e3\u30f3\u30d7\uff08\u30aa\u30f3\u30e9\u30a4\u30f3\u3068\u30aa\u30d5\u30e9\u30a4\u30f3\u306e\uff12\u8ef8\u306e\u30b9\u30af\u30fc\u30eb\uff09\u3092\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u308c\u3070\u3001\u5927\u5e45\u306b\u5b66\u7fd2\u30b3\u30b9\u30c8\u3092\u6e1b\u3089\u305b\u308b\u306e\u3067\u3001\u4e00\u5ea6\u3054\u691c\u8a0e\u3057\u3066\u3044\u305f\u3060\u3051\u308b\u3068\u5e78\u3044\u3067\u3059\u3002<\/p>\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"aiacademy.jp\/bootcamp\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"341\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-1024x341.png\" alt=\"\" class=\"wp-image-691\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-1024x341.png 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-300x100.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-768x256.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-940x313.png 940w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b 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