{"id":5741,"date":"2025-02-11T15:09:46","date_gmt":"2025-02-11T15:09:46","guid":{"rendered":"https:\/\/itbusinesstoday.com\/?p=5741"},"modified":"2025-05-06T09:57:17","modified_gmt":"2025-05-06T09:57:17","slug":"getting-started-with-ai-beginners-guide-to-tools-used-in-japans-industry","status":"publish","type":"post","link":"https:\/\/itbusinesstoday.com\/ja\/knowledge-hub\/staff-writers\/getting-started-with-ai-beginners-guide-to-tools-used-in-japans-industry\/","title":{"rendered":"AI\u5165\u9580\uff1a\u65e5\u672c\u306e\u7523\u696d\u754c\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u30c4\u30fc\u30eb\u306e\u5165\u9580\u30ac\u30a4\u30c9"},"content":{"rendered":"

AI\u306f\u4e16\u754c\u306e\u7523\u696d\u3092\u5909\u3048\u3064\u3064\u3042\u308a\u3001\u65e5\u672c\u3082\u305d\u308c\u306b\u52a0\u308f\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002AI\u306b\u8208\u5473\u306e\u3042\u308b\u521d\u5fc3\u8005\u306f\u3001\u65e5\u672c\u3092\u5909\u9769\u3059\u308b\u30c4\u30fc\u30eb\u3084\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u767a\u898b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30ac\u30a4\u30c9\u3067\u306f\u3001AI\u306e\u57fa\u790e\u77e5\u8b58\u3001\u65e5\u672c\u3067\u4eba\u6c17\u306e\u3042\u308b\u30c4\u30fc\u30eb\u3001\u65c5\u3092\u59cb\u3081\u308b\u305f\u3081\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n

AI\u3068\u306f\u4f55\u304b\u3001\u306a\u305c\u91cd\u8981\u306a\u306e\u304b\uff1f<\/h3>\n

\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u306f\u3001\u4eba\u9593\u306e\u601d\u8003\u3092\u53cd\u6620\u3059\u308b\u30c7\u30b8\u30bf\u30eb\u982d\u8133\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002AI\u306b\u306f\u3001\u554f\u984c\u89e3\u6c7a\u3001\u5b66\u7fd2\u3001\u610f\u601d\u6c7a\u5b9a\u306a\u3069\u306e\u512a\u308c\u305f\u30b9\u30ad\u30eb\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u3053\u306e\u5353\u8d8a\u3057\u305f\u6280\u8853\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u8a00\u8a9e\u89e3\u91c8\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30fb\u30d3\u30b8\u30e7\u30f3\u306b\u304a\u3051\u308b\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u539f\u52d5\u529b\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u65e5\u672c\u306e\u7dcf\u52d9\u7701\u306f\u3001AI\u30b7\u30b9\u30c6\u30e0\u5e02\u5834\u304c2027\u5e74\u307e\u3067\u306b\u7d04US$ 73\u5104\u30c9\u30eb\u306b\u9054\u3059\u308b\u3068\u4e88\u6e2c\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

AI\u3067\u672a\u6765\u3092\u62d3\u304f\u65e5\u672c\u3002\u52b4\u50cd\u529b\u4e0d\u8db3\u306b\u53d6\u308a\u7d44\u307f\u3001\u52b9\u7387\u3092\u9ad8\u3081\u3001\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306b\u706b\u3092\u3064\u3051\u307e\u3059\u3002AI\u3092\u642d\u8f09\u3057\u305f\u5de5\u5834\u30ed\u30dc\u30c3\u30c8\u306f\u3001\u751f\u7523\u30e9\u30a4\u30f3\u306b\u30b9\u30d4\u30fc\u30c9\u3068\u7cbe\u5ea6\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u4e00\u65b9\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u9867\u5ba2\u30b5\u30fc\u30d3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u3001\u5c0f\u58f2\u696d\u3084\u9280\u884c\u306e\u7d4c\u9a13\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u5bfe\u8a71\u306b\u5909\u3048\u307e\u3059\u3002<\/p>\n

\u3053\u3061\u3089\u3082\u304a\u8aad\u307f\u304f\u3060\u3055\u3044\uff1a \u30b9\u30de\u30fc\u30c8\u30ea\u30d3\u30f3\u30b0\uff1a\u708a\u98ef\u5668\u304b\u3089\u30b9\u30de\u30fc\u30c8\u30c8\u30a4\u30ec\u307e\u3067\u3001\u65e5\u672c\u306e\u30cf\u30a4\u30c6\u30af\u5bb6\u96fb\u3092\u63a2\u308b<\/a><\/strong><\/h4>\n

AI\u306f\u65e5\u672c\u306e\u7523\u696d\u3092\u3069\u3046\u5909\u3048\u308b\u304b<\/h3>\n

\u88fd\u9020\u696d<\/h4>\n

\u88fd\u9020\u696d\u306e\u81ea\u52d5\u5316\u3084\u54c1\u8cea\u7ba1\u7406\u306bAI\u3092\u6d3b\u7528\u3057\u3001\u4e16\u754c\u3092\u30ea\u30fc\u30c9\u3059\u308b\u65e5\u672c\u3002\u30c8\u30e8\u30bf\u3068\u30d5\u30a1\u30ca\u30c3\u30af\u306fAI\u30ed\u30dc\u30c3\u30c8\u3092\u4f7f\u3063\u3066\u751f\u7523\u30e9\u30a4\u30f3\u3092\u6539\u5584\u3002\u3053\u308c\u3089\u306e\u30ed\u30dc\u30c3\u30c8\u306f\u30df\u30b9\u3092\u6e1b\u3089\u3057\u3001\u54c1\u8cea\u3092\u5b89\u5b9a\u3055\u305b\u308b\u306e\u306b\u5f79\u7acb\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u30d8\u30eb\u30b9\u30b1\u30a2<\/h4>\n

AI\u30c4\u30fc\u30eb\u304c\u65e5\u672c\u306e\u533b\u7642\u3092\u5909\u3048\u3088\u3046\u3068\u3057\u3066\u3044\u307e\u3059\u3002AI\u30c4\u30fc\u30eb\u306f\u3001\u533b\u5e2b\u304c\u75c5\u72b6\u3092\u8fc5\u901f\u306b\u8a3a\u65ad\u3057\u3001\u4e00\u4eba\u3072\u3068\u308a\u306b\u5408\u3063\u305f\u6cbb\u7642\u8a08\u753b\u3092\u7acb\u6848\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u5bcc\u58eb\u901a\u306e\u9769\u65b0\u7684\u306a\u8a3a\u65ad\u30c4\u30fc\u30eb\u306e\u3088\u3046\u306aAI\u99c6\u52d5\u578b\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u533b\u7642\u753b\u50cf\u3092\u6df1\u304f\u6398\u308a\u4e0b\u3052\u307e\u3059\u3002\u9a5a\u304f\u307b\u3069\u306e\u7cbe\u5ea6\u3067\u3001\u304c\u3093\u306a\u3069\u306e\u75c5\u614b\u3092\u767a\u898b\u3057\u3001\u30bf\u30a4\u30e0\u30ea\u30fc\u306a\u6cbb\u7642\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p>\n

\u5c0f\u58f2\u3068E\u30b3\u30de\u30fc\u30b9<\/h4>\n

\u65e5\u672c\u306e\u5c0f\u58f2\u696d\u306f\u9700\u8981\u4e88\u6e2c\u3001\u5728\u5eab\u7ba1\u7406\u3001\u9867\u5ba2\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306bAI\u3092\u6d3b\u7528\u3002\u697d\u5929\u306fAI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u3063\u3066\u5546\u54c1\u3092\u63d0\u6848\u3002\u3053\u308c\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u55dc\u597d\u3084\u95b2\u89a7\u5c65\u6b74\u3092\u8abf\u3079\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u884c\u308f\u308c\u307e\u3059\u3002<\/p>\n

\u8fb2\u696d<\/h4>\n

\u65e5\u672c\u306e\u8fb2\u696d\u5206\u91ce\u3067\u306fAI\u3092\u6d3b\u7528\u3057\u305f\u30b9\u30de\u30fc\u30c8\u8fb2\u696d\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u52b4\u50cd\u529b\u4e0d\u8db3\u306a\u3069\u306e\u554f\u984c\u306b\u53d6\u308a\u7d44\u3080\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u30c9\u30ed\u30fc\u30f3\u3084IoT\u30c7\u30d0\u30a4\u30b9\u304c\u571f\u58cc\u3084\u4f5c\u7269\u306e\u5065\u5eb7\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3002\u305d\u3057\u3066AI\u304c\u3053\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u53ce\u7a6b\u91cf\u3092\u5897\u3084\u3057\u307e\u3059\u3002<\/p>\n

\u65e5\u672c\u3067\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u5fc5\u9808AI\u30c4\u30fc\u30eb<\/h3>\n

\"Artificial<\/p>\n

\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong><\/h3>\n

AI\u306e\u4e00\u5206\u91ce\u3067\u3042\u308b\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u306b\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3059\u308b\u529b\u3092\u4e0e\u3048\u307e\u3059\u3002\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u3001\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3088\u308a\u8ce2\u304f\u3001\u3088\u308a\u52b9\u7387\u7684\u306b\u306a\u308a\u307e\u3059\u3002\u65e5\u672c\u3067\u306f\u3001\u3053\u306e\u5206\u91ce\u3067\u3044\u304f\u3064\u304b\u306e\u4e3b\u8981\u306a\u30c4\u30fc\u30eb\u304c\u969b\u7acb\u3063\u3066\u3044\u307e\u3059\uff1a<\/p>\n

\u30c6\u30f3\u30bd\u30eb\u30d5\u30ed\u30fc<\/strong>:<\/strong> \u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3068\u30c7\u30d7\u30ed\u30a4\u306e\u305f\u3081\u306b\u5e83\u304f\u53d7\u3051\u5165\u308c\u3089\u308c\u3066\u3044\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u5927\u4f01\u696d\u3067\u3059\u3002<\/p>\n

\u30d1\u30a4\u30c8\u30fc\u30c1<\/strong>:<\/strong> \u3053\u306e\u4f7f\u3044\u3084\u3059\u3044\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u67d4\u8edf\u6027\u304c\u3042\u308a\u3001\u958b\u767a\u8005\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

H2O.ai<\/strong>:<\/strong> \u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u65e2\u88fd\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n

\u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong><\/h4>\n

\u65e5\u672c\u306fAI\u3068\u5353\u8d8a\u3057\u305f\u8077\u4eba\u6280\u3092\u878d\u5408\u3055\u305b\u305f\u30ed\u30dc\u30c3\u30c8\u9769\u547d\u306e\u30d1\u30a4\u30aa\u30cb\u30a2\u3067\u3059\u3002\u30bd\u30d5\u30c8\u30d0\u30f3\u30af\u30ed\u30dc\u30c6\u30a3\u30af\u30b9\u306fPepper\u306e\u3088\u3046\u306a\u4eba\u578b\u30ed\u30dc\u30c3\u30c8\u3092\u88fd\u9020\u3057\u3066\u3044\u307e\u3059\u3002Pepper\u306f\u64cd\u4f5c\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u5b66\u7fd2\u3057\u3001\u4eba\u3068\u3064\u306a\u304c\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

ROS\uff08\u30ed\u30dc\u30c3\u30c8\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\uff09<\/strong>:<\/strong> \u30ed\u30dc\u30c3\u30c8\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u30a6\u30a3\u30b6\u30fc\u30c9\u3092\u7c21\u5358\u306b\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u4f5c\u3089\u308c\u305f\u3001\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u3067\u3059\u3002<\/p>\n

\u30a8\u30cc\u30d3\u30c7\u30a3\u30a2\u30fb\u30a2\u30a4\u30b6\u30c3\u30af<\/strong>:<\/strong> AI\u3092\u642d\u8f09\u3057\u305f\u30ed\u30dc\u30c3\u30c8\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u914d\u5099\u306b\u7279\u5316\u3057\u305f\u6700\u5148\u7aef\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002<\/p>\n

\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u30c4\u30fc\u30eb<\/strong><\/h3>\n

\"Artificial<\/p>\n

NLP\u306f\u3001\u6a5f\u68b0\u304c\u4eba\u9593\u306e\u8a00\u8449\u3092\u7406\u89e3\u3057\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u5909\u3048\u307e\u3059\u3002\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7d50\u3073\u3064\u3051\u308b\u306e\u3067\u3059\u3002\u8a00\u8449\u306e\u30cb\u30e5\u30a2\u30f3\u30b9\u304c\u72ec\u7279\u306a\u65e5\u672c\u3067\u306f\u3001\u3053\u3046\u3057\u305f\u30c4\u30fc\u30eb\u306f\u975e\u5e38\u306b\u8cb4\u91cd\u3067\u3059\uff1a<\/p>\n

\u30b0\u30fc\u30b0\u30ebAI\u306eBERT<\/strong>:<\/strong> \u30c6\u30ad\u30b9\u30c8\u5206\u6790\u3068\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n

\u65e5\u672c\u8a9eNLP\u30e9\u30a4\u30d6\u30e9\u30ea\uff08SudachiPy\u306a\u3069\uff09<\/strong>:<\/strong> \u65e5\u672c\u8a9e\u30c6\u30ad\u30b9\u30c8\u306e\u51e6\u7406\u306b\u7279\u5316\u3057\u3066\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/h3>\n

AI\u306f\u30c7\u30fc\u30bf\u3067\u6210\u9577\u3057\u3001\u5206\u6790\u30c4\u30fc\u30eb\u306f\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u65e5\u672c\u3067\u306f\u3001\u4f01\u696d\u306f<\/p>\n

\u30bf\u30d6\u30ed\u30fc<\/strong>:\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u7f8e\u3057\u304f\u8868\u793a\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5f37\u529b\u306a\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n

\u30d3\u30c3\u30b0\u30af\u30a8\u30ea<\/strong>:Google\u306e\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306f\u3001\u624b\u9593\u3092\u304b\u3051\u305a\u306b\u5927\u898f\u6a21\u306a\u5206\u6790\u3092\u884c\u3046\u306e\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n

\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fb\u30d3\u30b8\u30e7\u30f3\u30fb\u30c4\u30fc\u30eb<\/h3>\n

\u8996\u899a\u30c7\u30fc\u30bf\u3092\u89e3\u91c8\u3059\u308b\u6a5f\u68b0\u306f\u753b\u671f\u7684\u3002\u65e5\u672c\u3067\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u8c4a\u5bcc\u3067\u3059\u3002\u4e3b\u306a\u30d7\u30ec\u30fc\u30e4\u30fc\u3092\u3044\u304f\u3064\u304b\u3054\u7d39\u4ecb\u3057\u307e\u3057\u3087\u3046\uff1a<\/p>\n

    \n
  • \u30aa\u30fc\u30d7\u30f3CV<\/strong>:\u753b\u50cf\u30fb\u6620\u50cf\u89e3\u6790\u306b\u512a\u308c\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e9\u30a4\u30d6\u30e9\u30ea\u3002<\/li>\n
  • AWS Rekognition<\/strong>:\u753b\u50cf\u3084\u52d5\u753b\u3092\u7d20\u65e9\u304f\u8a8d\u8b58\u3059\u308bAmazon\u306e\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3002<\/li>\n<\/ul>\n

    AI\u3092\u59cb\u3081\u308b\u305f\u3081\u306e\u30b9\u30c6\u30c3\u30d7<\/h3>\n

    \u30b9\u30c6\u30c3\u30d71\uff1aAI\u306e\u57fa\u790e\u306e\u628a\u63e1<\/h4>\n

    AI\u306e\u57fa\u790e\u3092\u7406\u89e3\u3057\u307e\u3057\u3087\u3046\u3002\u30c4\u30fc\u30eb\u3092\u63a2\u6c42\u3059\u308b\u524d\u306b\u3001AI\u306e\u57fa\u672c\u6982\u5ff5\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u30aa\u30f3\u30e9\u30a4\u30f3\u30b3\u30fc\u30b9\u3001\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3001\u66f8\u7c4d\u306a\u3069\u306e\u30ea\u30bd\u30fc\u30b9\u304c\u305d\u306e\u57fa\u790e\u3092\u7bc9\u304d\u307e\u3059\u3002<\/p>\n

    \u30b3\u30fc\u30bb\u30e9<\/strong>:\u30b9\u30bf\u30f3\u30d5\u30a9\u30fc\u30c9\u5927\u5b66\u306a\u3069\u306eAI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30b3\u30fc\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

    \u30e6\u30fc\u30c7\u30df\u30fc<\/strong>:\u521d\u5fc3\u8005\u5411\u3051\u306eAI\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

    \u307f\u3093\u306a\u306eAI by Andrew Ng<\/strong>:\u3053\u306e\u30b3\u30fc\u30b9\u306f\u975e\u6280\u8853\u7684\u306a\u521d\u5fc3\u8005\u306e\u305f\u3081\u306b\u30c7\u30b6\u30a4\u30f3\u3055\u308c\u305f\u30b3\u30fc\u30b9\u3067\u3059\u3002\u4eba\u5de5\u77e5\u80fd\u306e\u4e16\u754c\u3078\u306e\u5165\u308a\u53e3\u3067\u3059\u3002<\/p>\n

    \u30b9\u30c6\u30c3\u30d72\uff1a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u9078\u629e<\/h4>\n

    AI\u958b\u767a\u306b\u95a2\u3057\u3066\u306f\u3001Python\u304c\u30c8\u30c3\u30d7\u30e9\u30f3\u30ca\u30fc\u3067\u3059\u3002Python\u306e\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u69cb\u6587\u306f\u5b66\u7fd2\u3092\u5bb9\u6613\u306b\u3057\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u884c\u3048\u307e\u3059\u3002Python\u306b\u306f\u3001\u81ea\u7531\u306b\u4f7f\u3048\u308b\u5370\u8c61\u7684\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\u3002<\/p>\n

    Python\u306e\u4e3b\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff1a<\/p>\n

    NumPy<\/strong> \u6570\u5024\u6f14\u7b97\u7528<\/p>\n

    \u30d1\u30f3\u30c0<\/strong> \u30c7\u30fc\u30bf\u64cd\u4f5c\u7528<\/p>\n

    \u30b9\u30ad\u30ad\u30c3\u30c8\u5b66\u7fd2<\/strong> \u6a5f\u68b0\u5b66\u7fd2\u7528<\/p>\n

    AI\u3092\u53d6\u308a\u5dfb\u304f\u3042\u3089\u3086\u308b\u8ab2\u984c\u306b\u53d6\u308a\u7d44\u3080\u305f\u3081\u306b\u3001\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u3092\u88c5\u5099\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n

    \u30b9\u30c6\u30c3\u30d73\uff1aAI\u30c4\u30fc\u30eb\u306e\u5b9f\u9a13<\/h4>\n

    \u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306aAI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u5b9f\u9a13\u3059\u308b\u3053\u3068\u304b\u3089\u59cb\u3081\u307e\u3057\u3087\u3046\u3002Google\u306eAutoML\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u4e16\u754c\u3078\u306e\u5165\u308a\u53e3\u3067\u3059\u3002\u521d\u5fc3\u8005\u306e\u65b9\u3067\u3082\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u8ca0\u62c5\u3092\u8efd\u6e1b\u3057\u3001\u7c21\u5358\u306b\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002Kaggle\u306f\u30c7\u30fc\u30bf\u611b\u597d\u5bb6\u306e\u305f\u3081\u306e\u30b9\u30da\u30fc\u30b9\u3067\u3059\u3002AI\u30b9\u30ad\u30eb\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306e\u591a\u304f\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8ab2\u984c\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

    \u30b9\u30c6\u30c3\u30d74\uff1a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3078\u306e\u53c2\u52a0<\/h4>\n

    AI\u3092\u7406\u89e3\u3059\u308b\u306b\u306f\u3001\u77e5\u8b58\u3092\u5b9f\u969b\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u5fdc\u7528\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u7c21\u5358\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304b\u3089\u59cb\u3081\u307e\u3057\u3087\u3046\u3002\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u4f5c\u3063\u305f\u308a\u3001\u30c4\u30a4\u30fc\u30c8\u306e\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u3092\u5206\u6790\u3057\u305f\u308a\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u3063\u305f\u308a\u3002<\/p>\n

    \u30b9\u30c6\u30c3\u30d75\uff1aAI\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3078\u306e\u53c2\u52a0<\/h4>\n

    AI\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u53c2\u52a0\u3059\u308c\u3070\u3001\u5b66\u7fd2\u304c\u52a0\u901f\u3057\u307e\u3059\u3002GitHub\u3001Reddit\u306eAI\u30b5\u30d6\u30ec\u30c7\u30a3\u30c3\u30c8\u3001\u65e5\u672c\u306e\u30d5\u30a9\u30fc\u30e9\u30e0\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3084\u30b5\u30dd\u30fc\u30c8\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

    AI\u5c0e\u5165\u306e\u8ab2\u984c<\/h3>\n

    \u30c7\u30fc\u30bf\u306e\u5229\u7528\u53ef\u80fd\u6027<\/h4>\n

    AI\u30b7\u30b9\u30c6\u30e0\u306f\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5fc5\u8981\u3068\u3057\u307e\u3059\u304c\u3001\u9ad8\u54c1\u8cea\u306a\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u306f\u56f0\u96e3\u3067\u3059\u3002\u65e5\u672c\u306e\u4f01\u696d\u306f\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u554f\u984c\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n

    \u4eba\u6750\u4e0d\u8db3<\/h4>\n

    \u65e5\u672c\u306e\u9032\u6b69\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001AI\u306e\u4eba\u6750\u306f\u4e0d\u8db3\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30ae\u30e3\u30c3\u30d7\u306f\u3001AI\u306e\u5c02\u9580\u5bb6\u3092\u76ee\u6307\u3059\u4eba\u3005\u306b\u3068\u3063\u3066\u3001\u91cd\u8981\u306a\u5f79\u5272\u3092\u62c5\u3046\u30c1\u30e3\u30f3\u30b9\u3067\u3059\u3002<\/p>\n

    \u502b\u7406\u7684\u61f8\u5ff5<\/h4>\n

    AI\u306f\u60aa\u7528\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u3001\u502b\u7406\u7684\u306a\u554f\u984c\u304c\u751f\u3058\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3084\u96c7\u7528\u306e\u55aa\u5931\u306a\u3069\u3067\u3059\u3002\u65e5\u672c\u653f\u5e9c\u306f\u3001\u8cac\u4efb\u3042\u308bAI\u306e\u5229\u7528\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306e\u653f\u7b56\u306b\u7a4d\u6975\u7684\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n

    \u65e5\u672c\u306eAI\u3092\u53d6\u308a\u5dfb\u304f\u4eca\u5f8c\u306e\u52d5\u5411<\/h3>\n

    AI\u306e\u9032\u5316\u306b\u4f34\u3044\u3001\u65e5\u672c\u306b\u304a\u3051\u308bAI\u306e\u672a\u6765\u3082\u5927\u304d\u304f\u5909\u308f\u308a\u3064\u3064\u3042\u308a\u307e\u3059\uff1a<\/p>\n

    \u81ea\u52d5\u904b\u8ee2\u306e\u672a\u6765<\/strong>:\u81ea\u52d5\u904b\u8ee2\u8eca\u3068\u30c9\u30ed\u30fc\u30f3\u304c\u30b2\u30fc\u30e0\u3092\u5909\u3048\u3088\u3046\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

    \u30b7\u30cb\u30a2\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/strong>:<\/strong> AI\u306f\u533b\u7642\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3057\u3001\u9ad8\u9f62\u8005\u306e\u30e2\u30d3\u30ea\u30c6\u30a3\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/p>\n

    \u30b9\u30de\u30fc\u30c8\u30b3\u30cd\u30af\u30b7\u30e7\u30f3<\/strong>:AI\u3068IoT\u306e\u878d\u5408\u3067\u3001\u5bb6\u5ead\u3001\u7523\u696d\u3001\u90fd\u5e02\u304c\u3088\u308a\u3088\u304f\u9023\u643a\u3002<\/p>\n

    \u30b0\u30ea\u30fc\u30f3\u30fb\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3<\/strong>:<\/strong> \u65e5\u672c\u306f\u6301\u7d9a\u53ef\u80fd\u306a\u793e\u4f1a\u306e\u5b9f\u73fe\u3092\u76ee\u6307\u3057\u3001\u7701\u30a8\u30cd\u30eb\u30ae\u30fc\u3092\u5b9f\u73fe\u3059\u308b\u30b9\u30de\u30fc\u30c8AI\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u3002<\/p>\n

    \u7d50\u8ad6<\/h3>\n

    AI\u3092\u4f7f\u3044\u59cb\u3081\u308b\u3068\u3001\u5727\u5012\u3055\u308c\u3066\u3057\u307e\u3046\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u57fa\u672c\u3092\u5b66\u3073\u3001\u65e5\u672c\u306e\u7523\u696d\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u30c4\u30fc\u30eb\u3092\u63a2\u6c42\u3059\u308b\u3053\u3068\u306f\u3001\u3088\u308a\u7c21\u5358\u3067\u697d\u3057\u3044\u3053\u3068\u3067\u3059\u3002\u521d\u5fc3\u8005\u306e\u65b9\u3067\u3082AI\u306e\u529b\u3092\u4f7f\u3063\u3066\u3001\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u793e\u4f1a\u306e\u672a\u6765\u3092\u5f62\u4f5c\u308b\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u751f\u307f\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

    \u65e5\u672c\u306eAI\u30b7\u30fc\u30f3\u306b\u306f\u3001\u63a2\u6c42\u3068\u6210\u9577\u306e\u305f\u3081\u306e\u81a8\u5927\u306a\u6a5f\u4f1a\u304c\u3042\u308a\u307e\u3059\u3002\u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u3084\u30d8\u30eb\u30b9\u30b1\u30a2\u3001\u30c7\u30fc\u30bf\u5206\u6790\u304c\u597d\u304d\u3067\u3042\u308c\u3070\u3001\u5927\u304d\u306a\u30a4\u30f3\u30d1\u30af\u30c8\u3092\u4e0e\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5c0f\u3055\u306a\u4e00\u6b69\u3092\u8e0f\u307f\u51fa\u3057\u3001\u597d\u5947\u5fc3\u3092\u990a\u3044\u3001\u4eba\u5de5\u77e5\u80fd\u306e\u4e16\u754c\u3078\u3002<\/p>","protected":false},"excerpt":{"rendered":"

    AI is changing industries worldwide, and Japan is joining in. Beginners interested in AI should discover the tools and technologies transforming Japan. This guide covers AI basics, popular tools in Japan, and steps to start your journey. What Is AI and Why Does It Matter? Artificial Intelligence (AI) acts as the digital brain, echoing human thought. It includes adept skills like problem-solving, learning, and decision-making. This remarkable technology drives innovations in machine learning, language interpretation, and computer vision. Japan’s Ministry of Internal Affairs and Communications (MIC) expects the AI systems market to hit around US$ 7.3 billion by 2027. Japan is racing ahead, with AI as for its future. It 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