{"id":45,"date":"2020-08-24T15:36:07","date_gmt":"2020-08-24T06:36:07","guid":{"rendered":"http:\/\/www.ai-gakkai.or.jp\/siai2020\/?page_id=45"},"modified":"2021-02-08T11:48:50","modified_gmt":"2021-02-08T02:48:50","slug":"tutorial","status":"publish","type":"page","link":"https:\/\/www.ai-gakkai.or.jp\/siai2020\/program\/tutorial","title":{"rendered":"\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb"},"content":{"rendered":"

\u4e00\u90e8\u306e\u8b1b\u6f14\u8cc7\u6599\u304c\u4e0b\u306e\u30c6\u30fc\u30d6\u30eb\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059\u3002\u30d1\u30b9\u30ef\u30fc\u30c9\u306f\u3001\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0\u3078\u306e\u53c2\u52a0\u767b\u9332\u6642\u306bPeatix\u3067\u63d0\u793a\u3055\u308c\u305f\u3082\u306e\u3068\u540c\u3058\u3067\u3059\u3002<\/p>\n

\n\n\n\n\n\n\n\n\n\n\n\n\n
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\u30c4\u30fc\u30eb\u5165\u9580<\/td>\n12\u670815\u65e5(\u706b)
16:40\uff5e18:30<\/td>\n
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\n
\u8b1b\u6f14\u8cc7\u6599<\/a>,
\n
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\n
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\n
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11:05\uff5e11:55<\/td>\n
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16:20\uff5e17:10<\/td>\n
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10:00\uff5e10:50<\/td>\n
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10:05\uff5e10:55<\/td>\n
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9:05\uff5e9:55<\/td>\n
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\n
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\u30d3\u30b8\u30cd\u30b91<\/td>\n12\u670815\u65e5(\u706b)
9:05\uff5e9:55<\/td>\n
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\n
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15:40\uff5e16:30<\/td>\n
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\n
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\u5168\u822c<\/td>\n12\u670816\u65e5(\u6c34)
15:20\uff5e16:10<\/td>\n
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\n
\u8b1b\u6f14\u8cc7\u6599<\/a>\n <\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u25a0 \u30c4\u30fc\u30eb\u5165\u9580 [12\u670815\u65e5(\u706b) 16:40\uff5e18:30]
\u300cPython\u3067\u5b66\u3076\u6a5f\u68b0\u5b66\u7fd2+Deep Learning Framework\u300d<\/h2>\n
\n
\n\t\t\"\u4f50\u4e45\u9593\n\t<\/div>\n
\n

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\u25a0 \u4e8b\u4f8b1 [12\u670815\u65e5(\u706b) 11:05\uff5e11:55]
\u300cAI\u54c1\u8cea\u300d<\/h2>\n
\n
\n\t\t\"\u5149\u672c\n\t<\/div>\n
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\u25a0 \u4e8b\u4f8b2 [12\u670816\u65e5(\u6c34) 16:20\uff5e17:10]
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\n\t\t\"\u6298\u539f\n\t<\/div>\n
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\u25a0 \u4e8b\u4f8b3 [12\u670816\u65e5(\u6c34) 10:00\uff5e10:50]
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\u25a0 \u4e8b\u4f8b4 [12\u670815\u65e5(\u706b) 10:05\uff5e10:55]
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\n\t\t\"\u5c71\u7530\n\t<\/div>\n
\n

\u5c71\u7530 \u61b2\u666e \u6c0f (\u682a\u5f0f\u4f1a\u793e\u30c7\u30a3\u30fc\u30fb\u30a8\u30cc\u30fb\u30a8\u30fc \u30b7\u30b9\u30c6\u30e0\u672c\u90e8 AI\u30b7\u30b9\u30c6\u30e0\u90e8 \u90e8\u9577)<\/h3>\n

\u3010\u6982\u8981\u3011\u591a\u304f\u306e\u4f01\u696d\u304cAI\u306b\u6ce8\u76ee\u3057AI\u6d3b\u7528\u3092\u691c\u8a0e\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u5b9f\u969b\u306b\u30d3\u30b8\u30cd\u30b9\u306b\u6709\u52b9\u6d3b\u7528\u3067\u304d\u3066\u3044\u308b\u4f01\u696d\u306f\u5c11\u306a\u3044\u306e\u304c\u73fe\u72b6\u3067\u3059\u3002\u696d\u52d9\u3067Kaggle\u306b\u53c2\u52a0\u3059\u308b\u7279\u6b8a\u306a\u793e\u5185\u5236\u5ea6\u3092\u8a2d\u3051\u3066\u30c8\u30c3\u30d7\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3092\u96c6\u3081\u3066\u3044\u308bDeNA\u3067\u3059\u304c\u3001\u512a\u79c0\u306aKaggler\u9054\u304c\u4e8b\u696d\u3067\u6d3b\u8e8d\u3059\u308b\u3053\u3068\u3092\u3088\u308a\u91cd\u8981\u8996\u3057\u3066\u3044\u307e\u3059\u3002\u672c\u8b1b\u6f14\u3067\u306f\u3001DeNA\u3067\u306eAI\u6d3b\u7528\u4e8b\u4f8b\u3092\u7d39\u4ecb\u3059\u308b\u3068\u3068\u3082\u306b\u3001AI\u4eba\u6750\u3092\u6d3b\u304b\u3059\u305f\u3081\u306e\u7d44\u7e54\u3065\u304f\u308a\u306b\u95a2\u3057\u3066\u304a\u8a71\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002\n\t\t<\/p>\n<\/p><\/div>\n<\/div>\n

\u25a0 \u6280\u8853\u7d39\u4ecb [12\u670816\u65e5(\u6c34) 9:05\uff5e9:55]
\u300c\u3057\u3083\u3079\u308b\u30d0\u30b9\u505c: AI\u6280\u8853\u3092\u6d3b\u7528\u3057\u305f\u6b21\u4e16\u4ee3\u516c\u5171\u4ea4\u901a\u3068\u8857\u3065\u304f\u308a\u300d<\/h2>\n
\n
\n\t\t\"\u5c71\u672c\n\t<\/div>\n
\n

\u5c71\u672c \u5927\u4ecb \u6c0f (\u540d\u53e4\u5c4b\u5de5\u696d\u5927\u5b66 \u5927\u5b66\u9662\u5de5\u5b66\u7814\u7a76\u79d1 \u60c5\u5831\u5de5\u5b66\u5c02\u653b \u51c6\u6559\u6388)<\/h3>\n

\u3010\u6982\u8981\u3011\u300c\u3057\u3083\u3079\u308b\u30d0\u30b9\u505c\u300d\u3068\u306f\u540d\u53e4\u5c4b\u5de5\u696d\u5927\u5b66\u3067\u958b\u767a\u3057\u3066\u304d\u305f\u97f3\u58f0\u5bfe\u8a71\u6280\u8853\u3084Web\u30de\u30c3\u30d7\u6280\u8853\u3001\u30e6\u30fc\u30b6\u751f\u6210\u6280\u8853\u7b49\u3092\u6d3b\u7528\u3057\u305f\u3001\u30c7\u30b8\u30bf\u30eb\u30b5\u30a4\u30cd\u30fc\u30b8\u578b\u306e\u30d0\u30b9\u505c\u3067\u3059\u3002\u898b\u3084\u3059\u3044\u30d0\u30b9\u8def\u7dda\u30de\u30c3\u30d7\u3084\u5206\u304b\u308a\u3084\u3059\u3044\u97f3\u58f0\u6848\u5185\u3092\u5b9f\u73fe\u3059\u308b\u3068\u540c\u6642\u306b\u30013D\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3084\u8868\u73fe\u8c4a\u304b\u306a\u611f\u60c5\u97f3\u58f0\u5408\u6210\u6280\u8853\u3092\u642d\u8f09\u3059\u308b\u306a\u3069\u3057\u3066\u30d0\u30b9\u505c\u306e\u9b45\u529b\u3092\u9ad8\u3081\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u65c5\u884c\u8005\u3084\u5730\u57df\u306e\u4f4f\u6c11\u306b\u30d0\u30b9\u306e\u5229\u7528\u3092\u4fc3\u3057\u3001\u5730\u57df\u306e\u516c\u5171\u4ea4\u901a\u3068\u8857\u3065\u304f\u308a\u306b\u8ca2\u732e\u3057\u307e\u3059\u3002\n\t\t<\/p>\n<\/p><\/div>\n<\/div>\n

\u25a0 \u30d3\u30b8\u30cd\u30b91 [12\u670815\u65e5(\u706b) 9:05\uff5e9:55]
\u300c\u88fd\u9020\u696d\u306e\u305f\u3081\u306eAI\u3001IoT\u5165\u9580:\u5b89\u4fa1\u306b\u59cb\u3081\u308b\u632f\u52d5\u30fb\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u7570\u5e38\u691c\u77e5\u300d<\/h2>\n
\n
\n\t\t\"\u5927\u585a\n\t<\/div>\n
\n

\u5927\u585a \u5b5d\u4fe1 \u6c0f (\u540d\u53e4\u5c4b\u5de5\u696d\u5927\u5b66 \u5927\u5b66\u9662\u5de5\u5b66\u7814\u7a76\u79d1 \u60c5\u5831\u5de5\u5b66\u5c02\u653b \u51c6\u6559\u6388)<\/h3>\n

\u3010\u6982\u8981\u3011\u60c5\u5831\u5316\u793e\u4f1a\u306b\u3088\u308a\u3001\u65e5\u3005\u306e\u751f\u6d3b\u3092\u4fbf\u5229\u306b\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u304c\u591a\u304f\u767b\u5834\u3057\u3066\u3044\u307e\u3059\u3002IoT\u3068AI\u6280\u8853\u306e\u767a\u5c55\u306b\u3088\u308a\u3001\u793e\u4f1a\u306e\u3042\u3089\u3086\u308b\u30c7\u30fc\u30bf\u304c\u53ce\u96c6\u3055\u308c\u3001\u6d3b\u7528\u3055\u308c\u308b\u672a\u6765\u3067\u306f\u60c5\u5831\u306e\u6d3b\u7528\u65b9\u6cd5\u304c\u91cd\u8981\u3067\u3059\u3002\u7279\u306b\u3001\u88fd\u9020\u696d\u5206\u91ce\u3067\u306f\u632f\u52d5\u3084\u74b0\u5883\u30c7\u30fc\u30bf\u306a\u3069\u306e\u60c5\u5831\u3092\u7528\u3044\u305f\u7570\u5e38\u691c\u77e5\u3084\u30d3\u30fc\u30b3\u30f3\u3092\u7528\u3044\u305f\u4f4d\u7f6e\u7a3c\u50cd\u60c5\u5831\u7ba1\u7406\u306a\u3069\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u672c\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u88fd\u9020\u696d\u5411\u3051\u306e\u7814\u7a76\u4e8b\u4f8b\u306e\u7d39\u4ecb\u3068\u5b9f\u969b\u306b\u5c0e\u5165\u3059\u308b\u969b\u306e\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u624b\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\n\t\t<\/p>\n<\/p><\/div>\n<\/div>\n

\u25a0 \u4e8b\u4f8b\u7d39\u4ecb [12\u670815\u65e5(\u706b) 15:40\uff5e16:30]
\u300cAI\u306e\u52a9\u3051\u3092\u501f\u308a\u305f\u8133\u8001\u5316\u3068\u8a8d\u77e5\u75c7\u306e\u30db\u30ef\u30a4\u30c8\u30dc\u30c3\u30af\u30b9\u5316: \u79c1\u3069\u3082\u306e\u53d6\u7d44\u307f\u300d<\/h2>\n
\n
\n\t\t\"\u6e21\u8fba\n\t<\/div>\n
\n

\u6e21\u8fba \u5b8f\u4e45 \u6c0f (\u85e4\u7530\u533b\u79d1\u5927\u5b66 \u533b\u5b66\u90e8 \u8133\u795e\u7d4c\u5185\u79d1\u5b66 \u4e3b\u4efb\u6559\u6388)<\/h3>\n

\u3010\u6982\u8981\u3011\u8a8d\u77e5\u75c7\u306f\u3001\u8d85\u9ad8\u9f62\u5316\u793e\u4f1a\u3092\u8fce\u3048\u305f\u672c\u90a6\u306b\u304a\u3044\u3066\u7206\u767a\u7684\u306a\u5897\u52a0\u304c\u4e88\u60f3\u3055\u308c\u3066\u3044\u308b\u3002\u305d\u306e\u8a3a\u65ad\u6280\u8853\u306f\u9032\u6b69\u3057\u3066\u3044\u308b\u304c\u3001\u65e9\u671f\u306b\u306f\u8a8d\u77e5\u75c7\u306b\u6c17\u3065\u3051\u306a\u3044\u305f\u3081\u3001\u304b\u306a\u308a\u9032\u884c\u3057\u3066\u304b\u3089\u5c02\u9580\u533b\u3092\u53d7\u8a3a\u3059\u308b\u3053\u3068\u304c\u554f\u984c\u3068\u306a\u3063\u3066\u3044\u308b\u3002\u4e00\u65b9\u3001\u75c5\u614b\u89e3\u660e\u3068\u6cbb\u7642\u6cd5\u958b\u767a\u306b\u306f\u3001\u30df\u30af\u30ed\u304b\u3089\u30de\u30af\u30ed\u30ec\u30d9\u30eb\u306b\u81f3\u308b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u6271\u3044\u304c\u9375\u3068\u306a\u308b\u3002\u672c\u8b1b\u6f14\u3067\u306f\u3001AI\u3092\u6d3b\u7528\u3057\u305f\u65e9\u671f\u8a3a\u65ad\u958b\u767a\u3084\u75c5\u614b\u89e3\u660e\u7814\u7a76\u306e\u4e00\u7aef\u3092\u7d39\u4ecb\u3057\u3001\u8a8d\u77e5\u75c7\u306e\u898b\u3048\u308b\u5316\u3092\u901a\u3058\u305f\u6280\u8853\u9769\u65b0\u306e\u5b9f\u73fe\u3092\u8003\u3048\u3066\u307f\u305f\u3044\u3002\n\t\t<\/p>\n<\/p><\/div>\n<\/div>\n

\u25a0 \u5168\u822c [12\u670816\u65e5(\u6c34) 15:20\uff5e16:10]
\u300cAI\u3068\u502b\u7406\u3068\u793e\u4f1a\u72b6\u6cc1\u300d<\/h2>\n
\n
\n\t\t\"\u4e2d\u5ddd\n\t<\/div>\n
\n

\u4e2d\u5ddd \u88d5\u5fd7 \u6c0f (\u7406\u5316\u5b66\u7814\u7a76\u6240 \u9769\u65b0\u77e5\u80fd\u7d71\u5408\u7814\u7a76\u30bb\u30f3\u30bf\u30fc \u30c1\u30fc\u30e0\u30ea\u30fc\u30c0\u30fc)<\/h3>\n

\u3010\u6982\u8981\u3011AI\u502b\u7406\u306f2017\u5e74\u4ee5\u964d\u3001\u56fd\u5185\u5916\u3067\u591a\u6570\u306e\u6307\u91dd\u304c\u767a\u8868\u3055\u308c\u3066\u304d\u305f\u3002\u3053\u306e\u8b1b\u6f14\u3067\u306f\u3001\u4e3b\u8981\u306aAI\u502b\u7406\u6307\u91dd\u3092\u4fef\u77b0\u3057\u3001\u6271\u3063\u3066\u3044\u308b\u9805\u76ee\u306e\u5909\u9077\u306e\u6642\u9593\u7684\u5909\u5316\u3092\u8aac\u660e\u3059\u308b\u3002AI\u502b\u7406\u6307\u91dd\u306f\u4eba\u985e\u5171\u901a\u306e\u666e\u904d\u306a\u3082\u306e\u304b\u3089\u3001\u6587\u5316\u3084\u56fd\u3001\u5730\u57df\u306b\u3088\u308b\u5dee\u7570\u304c\u73fe\u308c\u308b\u3082\u306e\u306b\u5206\u5316\u3057\u3066\u3044\u308b\u3002\u305d\u306e\u3088\u3046\u306a\u5206\u5316\u3068\u63d0\u6848\u4e3b\u4f53\u306b\u7acb\u5834\u306e\u76f8\u9055\u3092\u660e\u3089\u304b\u306b\u3057\u3001\u4eca\u5f8c\u91cd\u8981\u3068\u306a\u308b\u65b9\u5411\u6027\u3092\u793a\u5506\u3059\u308b\u3002\n\t\t<\/p>\n<\/p><\/div>\n<\/div>\n<\/div>\n

\n

\u300cPython\u3067\u5b66\u3076\u6a5f\u68b0\u5b66\u7fd2+Deep Learning Framework\u300d<\/h2>\n\n\n\n\n\n\n\n
\u30bf\u30a4\u30c8\u30eb\uff1a<\/th>\n\u300cPython\u3067\u5b66\u3076\u6a5f\u68b0\u5b66\u7fd2+Deep Learning Framework\u300d<\/td>\n<\/tr>\n
\u8b1b\u6f14\u540d\uff1a<\/th>\n\u30c4\u30fc\u30eb\u5165\u9580<\/td>\n<\/tr>\n
\u65e5\u6642\uff1a<\/th>\n12\u670815\u65e5(\u706b)
16:40\uff5e17:30<\/td>\n<\/tr>\n
\u8b1b\u5e2b\uff1a<\/th>\n\u4f50\u4e45\u9593 \u62d3\u4eba \u6c0f (\u540d\u53e4\u5c4b\u5de5\u696d\u5927\u5b66)
\n\t\t\t\"\u4f50\u4e45\u9593\n\t\t\t<\/td>\n<\/tr>\n
\u6982\u8981\uff1a<\/th>\n\u672c\u8b1b\u6f14\u3067\u306f\u6df1\u5c64\u5b66\u7fd2\u57fa\u790e\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u305f\u5f8c\u3001Python\u3001\u7279\u306bTensorflow\u3068keras\u3092\u7528\u3044\u305f\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u65b9\u6cd5\u306b\u3064\u3044\u3066\u5b9f\u6f14\u3092\u4ea4\u3048\u306a\u304c\u3089\u89e3\u8aac\u3057\u307e\u3059\u3002\u60f3\u5b9a\u53d7\u8b1b\u8005\u306f\u6df1\u5c64\u5b66\u7fd2\u306e\u57fa\u790e\u306e\u57fa\u790e\u3092\u77e5\u308a\u305f\u3044\u65b9\u3001\u3053\u308c\u304b\u3089Python\u3067\u6df1\u5c64\u7fd2\u3092\u59cb\u3081\u305f\u3044\u65b9\u306a\u3069\u306e\u521d\u7d1a\u8005\u3067\u3059\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u300cAI\u54c1\u8cea\u300d<\/h2>\n\n\n\n\n\n\n\n
\u30bf\u30a4\u30c8\u30eb\uff1a<\/th>\n\u300cAI\u54c1\u8cea\u300d<\/td>\n<\/tr>\n
\u8b1b\u6f14\u540d\uff1a<\/th>\n\u4e8b\u4f8b1<\/td>\n<\/tr>\n
\u65e5\u6642\uff1a<\/th>\n12\u670815\u65e5(\u706b)
11:00\uff5e11:50<\/td>\n<\/tr>\n
\u8b1b\u5e2b\uff1a<\/th>\n\u5149\u672c \u76f4\u6a39 \u6c0f (\u682a\u5f0f\u4f1a\u793e\u30c7\u30f3\u30bd\u30fc AI\u7814\u7a76\u90e8 \u8ab2\u9577)
\n\t\t\t\"\u5149\u672c\n\t\t\t<\/td>\n<\/tr>\n
\u6982\u8981\uff1a<\/th>\nDNN\u306b\u4ee3\u8868\u3055\u308c\u308bAI\u6280\u8853\u306f\u7279\u306b\u753b\u50cf\u8a8d\u8b58\u306b\u304a\u3044\u3066\u975e\u5e38\u306b\u9ad8\u3044\u6027\u80fd\u3092\u793a\u3057\u3001\u5f0a\u793e\u306b\u304a\u3044\u3066\u3082\u81ea\u52d5\u904b\u8ee2\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u9069\u7528\u306b\u5411\u3051\u3066\u7814\u7a76\u958b\u767a\u3092\u9032\u3081\u3066\u3044\u307e\u3059\u3002\u3057\u306a\u3057\u306a\u304c\u3089DNN\u306f”\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9”\u3068\u3082\u8a00\u308f\u308c\u3066\u304a\u308a\u3001\u8eca\u8f09\u88fd\u54c1\u3078\u306e\u9069\u7528\u306b\u306f\u3001\u305d\u306e\u54c1\u8cea\u4fdd\u8a3c\u3092\u3069\u306e\u3088\u3046\u306b\u3059\u308b\u306e\u304b\u3068\u3044\u3046\u5927\u304d\u306a\u8ab2\u984c\u304c\u3042\u308a\u307e\u3059\u3002\u672c\u8b1b\u6f14\u3067\u306f\u3001\u81ea\u52d5\u904b\u8ee2\u30b7\u30b9\u30c6\u30e0\u3078\u306eAI\u5b9f\u9069\u7528\u306b\u5411\u3051\u305f\u8ab2\u984c\u63d0\u8d77\u304a\u3088\u3073\u53d6\u308a\u7d44\u307f\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u300c\u30d5\u30e9\u30c3\u30b7\u30e5\u30e1\u30e2\u30ea\u4e8b\u696d\u306b\u304a\u3051\u308b\u4eba\u5de5\u77e5\u80fd\u6280\u8853\u306e\u6d3b\u7528\u300d<\/h2>\n\n\n\n\n\n\n\n
\u30bf\u30a4\u30c8\u30eb\uff1a<\/th>\n\u300c\u30d5\u30e9\u30c3\u30b7\u30e5\u30e1\u30e2\u30ea\u4e8b\u696d\u306b\u304a\u3051\u308b\u4eba\u5de5\u77e5\u80fd\u6280\u8853\u306e\u6d3b\u7528\u300d<\/td>\n<\/tr>\n
\u8b1b\u6f14\u540d\uff1a<\/th>\n\u4e8b\u4f8b2<\/td>\n<\/tr>\n
\u65e5\u6642\uff1a<\/th>\n12\u670816\u65e5(\u6c34)
16:20\uff5e17:10<\/td>\n<\/tr>\n
\u8b1b\u5e2b\uff1a<\/th>\n\u6298\u539f \u826f\u5e73 \u6c0f (\u30ad\u30aa\u30af\u30b7\u30a2\u682a\u5f0f\u4f1a\u793e \u30c7\u30b8\u30bf\u30eb\u30d7\u30ed\u30bb\u30b9\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u30bb\u30f3\u30bf\u30fc \u6280\u76e3)
\n\t\t\t\"\u6298\u539f\n\t\t\t<\/td>\n<\/tr>\n
\u6982\u8981\uff1a<\/th>\n\u534a\u5c0e\u4f53\u88fd\u9020\u306b\u304a\u3044\u3066\u3001\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u81ea\u52d5\u5316\u3001\u751f\u7523\u898f\u6a21\u306e\u62e1\u5927\u3001\u54c1\u8cea\u78ba\u4fdd\u306b\u3088\u308b\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3068\u7af6\u4e89\u529b\u306e\u5f37\u5316\u304c\u8ab2\u984c\u3068\u306a\u308a\u307e\u3059\u3002\u30ad\u30aa\u30af\u30b7\u30a2\u306e\u88fd\u9020\u73fe\u5834\u3067\u306f\u3001\u81ea\u52d5\u5316\u751f\u7523\u30e9\u30a4\u30f3\u304b\u3089\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001AI\u6280\u8853\u3092\u9069\u7528\u3057\u3066\u54c1\u8cea\u76e3\u8996\u3068\u8ab2\u984c\u89e3\u6c7a\u3092\u884c\u306a\u3046\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u3092\u6d3b\u7528\u3057\u3001\u9ad8\u3044\u54c1\u8cea\u3092\u78ba\u4fdd\u3057\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u88fd\u9020\u73fe\u5834\u306b\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3068AI\u6280\u8853\u3092\u6d3b\u7528\u3057\u3066\u30b3\u30b9\u30c8\u524a\u6e1b\u3068\u5229\u76ca\u62e1\u5927\u3092\u56f3\u308b\u4f59\u5730\u304c\u307e\u3060\u6b8b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u672c\u8b1b\u6f14\u3067\u306f\u3001\u3053\u308c\u307e\u3067\u306e\u6210\u679c\u3068\u4eca\u5f8c\u3078\u306e\u671f\u5f85\u3092\u7d39\u4ecb\u3059\u308b\u3068\u3068\u3082\u306b\u3001\u5148\u3054\u308d\u8a71\u984c\u306b\u306a\u3063\u305fTEZUKA2020\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u3064\u3044\u3066\u3082\u89e6\u308c\u307e\u3059\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u300c\u30d9\u30f3\u30c1\u30e3\u30fc\u306b\u3088\u308bAI\u6d3b\u7528\u4e8b\u4f8b\u300d<\/h2>\n\n\n\n\n\n\n\n
\u30bf\u30a4\u30c8\u30eb\uff1a<\/th>\n\u300c\u30d9\u30f3\u30c1\u30e3\u30fc\u306b\u3088\u308bAI\u6d3b\u7528\u4e8b\u4f8b\u300d<\/td>\n<\/tr>\n
\u8b1b\u6f14\u540d\uff1a<\/th>\n\u4e8b\u4f8b3<\/td>\n<\/tr>\n
\u65e5\u6642\uff1a<\/th>\n12\u670816\u65e5(\u6c34)
10:00\uff5e10:50<\/td>\n<\/tr>\n
\u8b1b\u5e2b\uff1a<\/th>\n\u5c71\u53e3 \u967d\u5e73 \u6c0f (\u6765\u6816\u5ddd\u96fb\u7b97 \u53d6\u7de0\u5f79)
\n\t\t\t\"\u5c71\u53e3\n\t\t\t<\/td>\n<\/tr>\n
\u6982\u8981\uff1a<\/th>\n\u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u305f\u7d20\u6674\u3089\u3057\u3044AI\u30b5\u30fc\u30d3\u30b9\u304c\u7d9a\u3005\u3068\u51fa\u73fe\u3057\u3001\u52e2\u3044\u304c\u8870\u3048\u308b\u6c17\u914d\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u4e00\u65b9\u3067\u3001PoC\u304b\u3089\u5148\u306b\u9032\u3081\u306a\u3044\u3001\u6027\u80fd\u304c\u3067\u306a\u3044\u3001\u8cbb\u7528\u304c\u304b\u304b\u308a\u904e\u304e\u308b\u3001\u306a\u3069\u306e\u60b2\u9cf4\u304c\u591a\u304f\u3001\u5b9f\u7528\u5316\u306e\u96e3\u3057\u3055\u304c\u8ab2\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u3068\u8a00\u3046\u3068\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u6ce8\u76ee\u3055\u308c\u304c\u3061\u3067\u3059\u304c\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u30fb\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30fb\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u30fb\u30b5\u30fc\u30d3\u30b9\u30fb\u8a55\u4fa1\u5c3a\u5ea6\u3092\u542b\u3080\u30d3\u30b8\u30cd\u30b9\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u5168\u4f53\u306e\u8a66\u884c\u932f\u8aa4\u306e\u65b9\u304c\u9065\u304b\u306b\u91cd\u8981\u3067\u3059\u3002\u3053\u306e\u8b1b\u6f14\u3067\u306f\u3001\u5982\u4f55\u306b\u8a66\u884c\u932f\u8aa4\u3057\u3066\u5b9f\u7528\u5316\u3078\u6f15\u304e\u3064\u3051\u3066\u3044\u308b\u304b\u306b\u3064\u3044\u3066\u3001\u304a\u5ba2\u69d8\u3068\u5171\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u308b\u4e8b\u4f8b\u3092\u984c\u6750\u306b\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u300cDeNA\u306eAI\u6d3b\u7528\u4e8b\u4f8b\u3068\u7d44\u7e54\u3065\u304f\u308a\u300d<\/h2>\n\n\n\n\n\n\n\n
\u30bf\u30a4\u30c8\u30eb\uff1a<\/th>\n\u300cDeNA\u306eAI\u6d3b\u7528\u4e8b\u4f8b\u3068\u7d44\u7e54\u3065\u304f\u308a\u300d<\/td>\n<\/tr>\n
\u8b1b\u6f14\u540d\uff1a<\/th>\n\u4e8b\u4f8b4<\/td>\n<\/tr>\n
\u65e5\u6642\uff1a<\/th>\n12\u670815\u65e5(\u706b)
10:00\uff5e10:50<\/td>\n<\/tr>\n
\u8b1b\u5e2b\uff1a<\/th>\n\u5c71\u7530 \u61b2\u666e \u6c0f (\u682a\u5f0f\u4f1a\u793e\u30c7\u30a3\u30fc\u30fb\u30a8\u30cc\u30fb\u30a8\u30fc \u30b7\u30b9\u30c6\u30e0\u672c\u90e8 AI\u30b7\u30b9\u30c6\u30e0\u90e8 \u90e8\u9577)
\n\t\t\t\"\u5c71\u7530\n\t\t\t<\/td>\n<\/tr>\n
\u6982\u8981\uff1a<\/th>\n\u591a\u304f\u306e\u4f01\u696d\u304cAI\u306b\u6ce8\u76ee\u3057AI\u6d3b\u7528\u3092\u691c\u8a0e\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u5b9f\u969b\u306b\u30d3\u30b8\u30cd\u30b9\u306b\u6709\u52b9\u6d3b\u7528\u3067\u304d\u3066\u3044\u308b\u4f01\u696d\u306f\u5c11\u306a\u3044\u306e\u304c\u73fe\u72b6\u3067\u3059\u3002\u696d\u52d9\u3067Kaggle\u306b\u53c2\u52a0\u3059\u308b\u7279\u6b8a\u306a\u793e\u5185\u5236\u5ea6\u3092\u8a2d\u3051\u3066\u30c8\u30c3\u30d7\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3092\u96c6\u3081\u3066\u3044\u308bDeNA\u3067\u3059\u304c\u3001\u512a\u79c0\u306aKaggler\u9054\u304c\u4e8b\u696d\u3067\u6d3b\u8e8d\u3059\u308b\u3053\u3068\u3092\u3088\u308a\u91cd\u8981\u8996\u3057\u3066\u3044\u307e\u3059\u3002\u672c\u8b1b\u6f14\u3067\u306f\u3001DeNA\u3067\u306eAI\u6d3b\u7528\u4e8b\u4f8b\u3092\u7d39\u4ecb\u3059\u308b\u3068\u3068\u3082\u306b\u3001AI\u4eba\u6750\u3092\u6d3b\u304b\u3059\u305f\u3081\u306e\u7d44\u7e54\u3065\u304f\u308a\u306b\u95a2\u3057\u3066\u304a\u8a71\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u300c\u3057\u3083\u3079\u308b\u30d0\u30b9\u505c: AI\u6280\u8853\u3092\u6d3b\u7528\u3057\u305f\u6b21\u4e16\u4ee3\u516c\u5171\u4ea4\u901a\u3068\u8857\u3065\u304f\u308a\u300d<\/h2>\n\n\n\n\n\n\n\n
\u30bf\u30a4\u30c8\u30eb\uff1a<\/th>\n\u300c\u3057\u3083\u3079\u308b\u30d0\u30b9\u505c: AI\u6280\u8853\u3092\u6d3b\u7528\u3057\u305f\u6b21\u4e16\u4ee3\u516c\u5171\u4ea4\u901a\u3068\u8857\u3065\u304f\u308a\u300d<\/td>\n<\/tr>\n
\u8b1b\u6f14\u540d\uff1a<\/th>\n\u6280\u8853\u7d39\u4ecb<\/td>\n<\/tr>\n
\u65e5\u6642\uff1a<\/th>\n12\u670816\u65e5(\u6c34)
9:00\uff5e9:50<\/td>\n<\/tr>\n
\u8b1b\u5e2b\uff1a<\/th>\n\u5c71\u672c \u5927\u4ecb \u6c0f (\u540d\u53e4\u5c4b\u5de5\u696d\u5927\u5b66 \u5927\u5b66\u9662\u5de5\u5b66\u7814\u7a76\u79d1 \u60c5\u5831\u5de5\u5b66\u5c02\u653b \u51c6\u6559\u6388)
\n\t\t\t\"\u5c71\u672c\n\t\t\t<\/td>\n<\/tr>\n
\u6982\u8981\uff1a<\/th>\n\u300c\u3057\u3083\u3079\u308b\u30d0\u30b9\u505c\u300d\u3068\u306f\u540d\u53e4\u5c4b\u5de5\u696d\u5927\u5b66\u3067\u958b\u767a\u3057\u3066\u304d\u305f\u97f3\u58f0\u5bfe\u8a71\u6280\u8853\u3084Web\u30de\u30c3\u30d7\u6280\u8853\u3001\u30e6\u30fc\u30b6\u751f\u6210\u6280\u8853\u7b49\u3092\u6d3b\u7528\u3057\u305f\u3001\u30c7\u30b8\u30bf\u30eb\u30b5\u30a4\u30cd\u30fc\u30b8\u578b\u306e\u30d0\u30b9\u505c\u3067\u3059\u3002\u898b\u3084\u3059\u3044\u30d0\u30b9\u8def\u7dda\u30de\u30c3\u30d7\u3084\u5206\u304b\u308a\u3084\u3059\u3044\u97f3\u58f0\u6848\u5185\u3092\u5b9f\u73fe\u3059\u308b\u3068\u540c\u6642\u306b\u30013D\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3084\u8868\u73fe\u8c4a\u304b\u306a\u611f\u60c5\u97f3\u58f0\u5408\u6210\u6280\u8853\u3092\u642d\u8f09\u3059\u308b\u306a\u3069\u3057\u3066\u30d0\u30b9\u505c\u306e\u9b45\u529b\u3092\u9ad8\u3081\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u65c5\u884c\u8005\u3084\u5730\u57df\u306e\u4f4f\u6c11\u306b\u30d0\u30b9\u306e\u5229\u7528\u3092\u4fc3\u3057\u3001\u5730\u57df\u306e\u516c\u5171\u4ea4\u901a\u3068\u8857\u3065\u304f\u308a\u306b\u8ca2\u732e\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u300c\u88fd\u9020\u696d\u306e\u305f\u3081\u306eAI\u3001IoT\u5165\u9580:\u5b89\u4fa1\u306b\u59cb\u3081\u308b\u632f\u52d5\u30fb\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u7570\u5e38\u691c\u77e5\u300d<\/h2>\n\n\n\n\n\n\n\n
\u30bf\u30a4\u30c8\u30eb\uff1a<\/th>\n\u300c\u88fd\u9020\u696d\u306e\u305f\u3081\u306eAI\u3001IoT\u5165\u9580:\u5b89\u4fa1\u306b\u59cb\u3081\u308b\u632f\u52d5\u30fb\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u7570\u5e38\u691c\u77e5\u300d<\/td>\n<\/tr>\n
\u8b1b\u6f14\u540d\uff1a<\/th>\n\u30d3\u30b8\u30cd\u30b91<\/td>\n<\/tr>\n
\u65e5\u6642\uff1a<\/th>\n12\u670815\u65e5(\u706b)
9:00\uff5e9:50<\/td>\n<\/tr>\n
\u8b1b\u5e2b\uff1a<\/th>\n\u5927\u585a \u5b5d\u4fe1 \u6c0f (\u540d\u53e4\u5c4b\u5de5\u696d\u5927\u5b66 \u5927\u5b66\u9662\u5de5\u5b66\u7814\u7a76\u79d1 \u60c5\u5831\u5de5\u5b66\u5c02\u653b \u51c6\u6559\u6388)
\n\t\t\t\"\u5927\u585a\n\t\t\t<\/td>\n<\/tr>\n
\u6982\u8981\uff1a<\/th>\n\u60c5\u5831\u5316\u793e\u4f1a\u306b\u3088\u308a\u3001\u65e5\u3005\u306e\u751f\u6d3b\u3092\u4fbf\u5229\u306b\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u304c\u591a\u304f\u767b\u5834\u3057\u3066\u3044\u307e\u3059\u3002IoT\u3068AI\u6280\u8853\u306e\u767a\u5c55\u306b\u3088\u308a\u3001\u793e\u4f1a\u306e\u3042\u3089\u3086\u308b\u30c7\u30fc\u30bf\u304c\u53ce\u96c6\u3055\u308c\u3001\u6d3b\u7528\u3055\u308c\u308b\u672a\u6765\u3067\u306f\u60c5\u5831\u306e\u6d3b\u7528\u65b9\u6cd5\u304c\u91cd\u8981\u3067\u3059\u3002\u7279\u306b\u3001\u88fd\u9020\u696d\u5206\u91ce\u3067\u306f\u632f\u52d5\u3084\u74b0\u5883\u30c7\u30fc\u30bf\u306a\u3069\u306e\u60c5\u5831\u3092\u7528\u3044\u305f\u7570\u5e38\u691c\u77e5\u3084\u30d3\u30fc\u30b3\u30f3\u3092\u7528\u3044\u305f\u4f4d\u7f6e\u7a3c\u50cd\u60c5\u5831\u7ba1\u7406\u306a\u3069\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u672c\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u88fd\u9020\u696d\u5411\u3051\u306e\u7814\u7a76\u4e8b\u4f8b\u306e\u7d39\u4ecb\u3068\u5b9f\u969b\u306b\u5c0e\u5165\u3059\u308b\u969b\u306e\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u624b\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u300cAI\u306e\u52a9\u3051\u3092\u501f\u308a\u305f\u8133\u8001\u5316\u3068\u8a8d\u77e5\u75c7\u306e\u30db\u30ef\u30a4\u30c8\u30dc\u30c3\u30af\u30b9\u5316: \u79c1\u3069\u3082\u306e\u53d6\u7d44\u307f\u300d<\/h2>\n\n\n\n\n\n\n\n
\u30bf\u30a4\u30c8\u30eb\uff1a<\/th>\n\u300cAI\u306e\u52a9\u3051\u3092\u501f\u308a\u305f\u8133\u8001\u5316\u3068\u8a8d\u77e5\u75c7\u306e\u30db\u30ef\u30a4\u30c8\u30dc\u30c3\u30af\u30b9\u5316: \u79c1\u3069\u3082\u306e\u53d6\u7d44\u307f\u300d<\/td>\n<\/tr>\n
\u8b1b\u6f14\u540d\uff1a<\/th>\n\u4e8b\u4f8b\u7d39\u4ecb<\/td>\n<\/tr>\n
\u65e5\u6642\uff1a<\/th>\n12\u670815\u65e5(\u706b)
15:40\uff5e16:30<\/td>\n<\/tr>\n
\u8b1b\u5e2b\uff1a<\/th>\n\u6e21\u8fba \u5b8f\u4e45 \u6c0f (\u85e4\u7530\u533b\u79d1\u5927\u5b66 \u533b\u5b66\u90e8 \u8133\u795e\u7d4c\u5185\u79d1\u5b66 \u4e3b\u4efb\u6559\u6388)
\n\t\t\t\"\u6e21\u8fba\n\t\t\t<\/td>\n<\/tr>\n
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\u300cAI\u3068\u502b\u7406\u3068\u793e\u4f1a\u72b6\u6cc1\u300d<\/h2>\n\n\n\n\n\n\n\n
\u30bf\u30a4\u30c8\u30eb\uff1a<\/th>\n\u300cAI\u3068\u502b\u7406\u3068\u793e\u4f1a\u72b6\u6cc1\u300d<\/td>\n<\/tr>\n
\u8b1b\u6f14\u540d\uff1a<\/th>\n\u5168\u822c<\/td>\n<\/tr>\n
\u65e5\u6642\uff1a<\/th>\n12\u670816\u65e5(\u6c34)
15:20\uff5e16:10<\/td>\n<\/tr>\n
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\n\t\t\t\"\u4e2d\u5ddd\n\t\t\t<\/td>\n<\/tr>\n
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