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  <\/p>\n\n<ul>\n<li><strong>\u7dda\u5f62\u56de\u5e30\uff1a <\/strong>\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u306f\u3001\u56de\u5e30\u30bf\u30b9\u30af\u3067\u9023\u7d9a\u7684\u306a\u6570\u5024\u51fa\u529b\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002\u9023\u7d9a\u7684\u306a\u6570\u5024\u51fa\u529b\u3092\u4e88\u6e2c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u304d\u306f\u3001\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u5165\u529b\u5909\u6570\u3068\u30bf\u30fc\u30b2\u30c3\u30c8\u5909\u6570\u306e\u9593\u306e\u6700\u3082\u9069\u5408\u3059\u308b\u7dda\u5f62\u63a5\u7d9a\u3092\u8b58\u5225\u3057\u307e\u3059\u3002  <\/li>\n\n\n\n<li><strong>\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\uff1a <\/strong>\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306f\u3001\u51fa\u529b\u3068\u3057\u3066\u30d0\u30a4\u30ca\u30ea\uff08\u306f\u3044\/\u3044\u3044\u3048\uff09\u306e\u9078\u629e\u80a2\u3092\u6301\u3064\u30d0\u30a4\u30ca\u30ea\u5206\u985e\u30bf\u30b9\u30af\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u5165\u529b\u5c5e\u6027\u306b\u57fa\u3065\u3044\u3066\u3001\u30d0\u30a4\u30ca\u30ea\u7d50\u679c\u306e\u78ba\u7387\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002 <\/li>\n\n\n\n<li><strong>\u6c7a\u5b9a\u6728\uff1a <\/strong>\u6c7a\u5b9a\u6728\u306f\u3001\u5206\u985e\u30e2\u30c7\u30eb\u3068\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u4e21\u65b9\u306b\u4f7f\u7528\u3055\u308c\u308b\u3002\u6c7a\u5b9a\u6728\u306f\u6728\u306e\u3088\u3046\u306a\u69cb\u9020\u3092\u6301\u3061\u3001\u5404\u30ce\u30fc\u30c9\u306f\u7279\u5fb4\u306b\u57fa\u3065\u304f\u6c7a\u5b9a\u3092\u53cd\u6620\u3057\u3001\u8449\u306f\u6700\u7d42\u7684\u306a\u30af\u30e9\u30b9\u30e9\u30d9\u30eb\u307e\u305f\u306f\u6570\u5024\u3092\u8868\u3059\u3002 <\/li>\n\n\n\n<li><strong>\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\uff1a<\/strong>\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u306f\u3001\u591a\u6570\u306e\u6c7a\u5b9a\u6728\u3092\u6df7\u5408\u3057\u3066\u3001\u30aa\u30fc\u30d0\u30fc\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u3092\u6291\u3048\u306a\u304c\u3089\u4e88\u6e2c\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u5b66\u7fd2\u6226\u7565\u3067\u3042\u308b\u3002\u591a\u6570\u306e\u6c7a\u5b9a\u6728\u3092\u7d71\u5408\u3059\u308b\u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u5b66\u7fd2\u306e\u624b\u6cd5\u3067\u3042\u308b\u3002 <\/li>\n\n\n\n<li><strong>\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3\uff08SVM\uff09\uff1a <\/strong>SVM\u306f\u5206\u985e\u306e\u305f\u3081\u306e\u6d17\u7df4\u3055\u308c\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3001\u7279\u5fb4\u7a7a\u9593\u306e\u30af\u30e9\u30b9\u3092\u5206\u5272\u3059\u308b\u6700\u9069\u306a\u8d85\u5e73\u9762\u3092\u898b\u3064\u3051\u308b\u3002\u4e8c\u5024\u30c7\u30fc\u30bf\u304a\u3088\u3073\u591a\u5024\u30c7\u30fc\u30bf\u3092\u5206\u985e\u3067\u304d\u308b\u3002 <\/li>\n\n\n\n<li><strong>K-\u6700\u8fd1\u508d\uff08K-NN\uff09\uff1a <\/strong>K-NN\u306f\u57fa\u672c\u7684\u3060\u304c\u512a\u308c\u305f\u5206\u985e\u30fb\u56de\u5e30\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3042\u308b\u3002K-NN\u306f\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u308bK-\u6700\u8fd1\u508d\u306e\u591a\u6570\u6c7a\u30af\u30e9\u30b9\u307e\u305f\u306f\u5e73\u5747\u5024\u306b\u57fa\u3065\u3044\u3066\u3001\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u306e\u30af\u30e9\u30b9\u307e\u305f\u306f\u5024\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002 <\/li>\n\n\n\n<li><strong>\u30ca\u30a4\u30fc\u30d6\u30fb\u30d9\u30a4\u30ba\uff1a <\/strong>\u30ca\u30a4\u30fc\u30d6\u30fb\u30d9\u30a4\u30ba\u306f\u30d9\u30a4\u30ba\u306e\u5b9a\u7406\u306b\u57fa\u3065\u304f\u78ba\u7387\u7684\u5206\u985e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3042\u308b\u3002\u30b9\u30d1\u30e0\u691c\u51fa\u3084\u611f\u60c5\u5206\u6790\u306a\u3069\u306e\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u3002 <\/li>\n\n\n\n<li><strong>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff1a<\/strong>\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08CNN\uff09\u3084\u30ea\u30ab\u30ec\u30f3\u30c8\u30fb\u30cb\u30e5\u30fc\u30e9\u30eb\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08RNN\uff09\u306a\u3069\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30fb\u30e2\u30c7\u30eb\u306f\u3001\u9069\u5fdc\u6027\u306e\u9ad8\u3044\u6559\u5e2b\u3042\u308a\u30e2\u30c7\u30eb\u3067\u3042\u308b\u3002\u3053\u308c\u3089\u306eML\u30e2\u30c7\u30eb\u306f\u3001\u753b\u50cf\u5206\u985e\u3084\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u30bf\u30b9\u30af\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002 <\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">02.\u6559\u5e2b\u306a\u3057\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb<\/h3>\n\n<p>\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3068\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u4e00\u7a2e\u3067\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u30e9\u30d9\u30eb\u4ed8\u304d\u51fa\u529b\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u30c7\u30fc\u30bf\u306e\u30d1\u30bf\u30fc\u30f3\u3084\u69cb\u9020\u3092\u8abf\u67fb\u3059\u308b\u3082\u306e\u3067\u3042\u308b\u3002\u3053\u308c\u3089\u306e\u624b\u6cd5\u306f\u3001\u7279\u5b9a\u306e\u30e9\u30d9\u30eb\u3092\u4e88\u6e2c\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u306b\u5185\u5728\u3059\u308b\u30d1\u30bf\u30fc\u30f3\u3084\u76f8\u95a2\u95a2\u4fc2\u3092\u898b\u3064\u3051\u3088\u3046\u3068\u3059\u308b\u3002\u3053\u3053\u3067\u306f\u3001\u4e00\u822c\u7684\u306a\u6559\u5e2b\u306a\u3057\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3059\u308b\uff1a  <\/p>\n\n<ul>\n<li><strong>K-\u5e73\u5747\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\uff1a <\/strong>K-means\u306f\u3001\u985e\u4f3c\u6027\u306b\u57fa\u3065\u3044\u3066\u30c7\u30fc\u30bf\u3092\u30af\u30e9\u30b9\u30bf\u306b\u5206\u5272\u3059\u308b\u4e00\u822c\u7684\u306a\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u624b\u6cd5\u3067\u3042\u308b\u3002\u30c7\u30fc\u30bf\u70b9\u3092\u6700\u3082\u8fd1\u3044\u30af\u30e9\u30b9\u30bf\u4e2d\u5fc3\u306b\u7e70\u308a\u8fd4\u3057\u5272\u308a\u5f53\u3066\u308b\u3053\u3068\u3067\u3001\u30af\u30e9\u30b9\u30bf\u5185\u306e\u5206\u6563\u3092\u6e1b\u3089\u305d\u3046\u3068\u3059\u308b\u3002 <\/li>\n\n\n\n<li><strong>\u968e\u5c64\u7684\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\uff1a <\/strong>\u968e\u5c64\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f\u3001\u6a39\u6728\u306e\u3088\u3046\u306a\u30af\u30e9\u30b9\u30bf\u69cb\u9020\u3067\u3042\u308b\u30c7\u30f3\u30c9\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30c7\u30fc\u30bf\u30fb\u30dd\u30a4\u30f3\u30c8\u9593\u306e\u968e\u5c64\u7684\u95a2\u4fc2\u3092\u63cf\u5199\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 <\/li>\n\n\n\n<li><strong>\u30ac\u30a6\u30b9\u6df7\u5408\u30e2\u30c7\u30eb\uff08GMM\uff09\uff1a <\/strong>GMM\u306f\u7570\u306a\u308b\u30ac\u30a6\u30b9\u5206\u5e03\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u30c7\u30fc\u30bf\u3092\u8868\u73fe\u3059\u308b\u3002GMM\u306f\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3084\u5bc6\u5ea6\u63a8\u5b9a\u306b\u3088\u304f\u4f7f\u7528\u3055\u308c\u308b\u3002 <\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">03.\u5f37\u5316\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb<\/h3>\n\n<p>\u5f37\u5316\u5b66\u7fd2\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5468\u56f2\u3068\u306e\u76f8\u4e92\u4f5c\u7528\u306b\u3088\u3063\u3066\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u3092\u5b66\u7fd2\u3059\u308b\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u30b5\u30d6\u30bb\u30c3\u30c8\u3067\u3042\u308b\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u5831\u916c\u3084\u30da\u30ca\u30eb\u30c6\u30a3\u306e\u5f62\u3067\u5165\u529b\u3092\u53d7\u3051\u308b\u3053\u3068\u3067\u3001\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u7d2f\u7a4d\u5831\u916c\u3092\u6700\u9069\u5316\u3059\u308b\u65b9\u91dd\u3092\u5b66\u7fd2\u3059\u308b\u3002\u4ee5\u4e0b\u306f\u3001\u4e00\u822c\u7684\u306a\u5f37\u5316\u5b66\u7fd2\u30e2\u30c7\u30eb\u3068\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u4f8b\u3067\u3042\u308b\uff1a  <\/p>\n\n<ul>\n<li><strong>Q\u5b66\u7fd2\uff1a <\/strong>Q\u5b66\u7fd2\u306f\u4e00\u822c\u7684\u306a\u30e2\u30c7\u30eb\u30d5\u30ea\u30fc\u5f37\u5316\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3042\u308a\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6700\u9069\u306a\u884c\u52d5\u9078\u629e\u65b9\u91dd\u3092\u5b66\u7fd2\u3059\u308b\u306e\u3092\u52a9\u3051\u308b\u3002\u5404\u72b6\u614b-\u884c\u52d5\u30da\u30a2\u306b\u5bfe\u3059\u308b\u671f\u5f85\u7d2f\u7a4d\u5831\u916c\u3092\u683c\u7d0d\u3059\u308bQ\u30c6\u30fc\u30d6\u30eb\u3092\u4fdd\u6301\u3059\u308b\u3002 <\/li>\n\n\n\n<li><strong>\u30c7\u30a3\u30fc\u30d7Q\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08DQN\uff09\uff1a <\/strong>DQN\u306f\u3001Q\u5024\u306e\u8fd1\u4f3c\u306b\u30c7\u30a3\u30fc\u30d7\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u63a1\u7528\u3057\u305fQ\u5b66\u7fd2\u62e1\u5f35\u6a5f\u80fd\u3067\u3042\u308b\u3002\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306e\u89e3\u6c7a\u306b\u52b9\u679c\u7684\u3067\u3042\u308b\u3053\u3068\u304c\u8a3c\u660e\u3055\u308c\u3066\u3044\u308b\u3002 <\/li>\n\n\n\n<li><strong>SARSA\uff08State-Action-Reward-State-Action\uff09\uff1a <\/strong>SARSA\u306f\u3001Q\u5b66\u7fd2\u3068\u540c\u69d8\u3001\u30e2\u30c7\u30eb\u30d5\u30ea\u30fc\u306e\u5f37\u5316\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3042\u308b\u3002\u72b6\u614b-\u884c\u52d5\u30da\u30a2\u306eQ\u5024\u3092\u63a8\u5b9a\u3057\u3001\u30aa\u30f3\u30dd\u30ea\u30b7\u30fc\u4fee\u6b63\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u6700\u9069\u306a\u30dd\u30ea\u30b7\u30fc\u3092\u6c7a\u5b9a\u3059\u308b\u3002 <\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">ML\u30e2\u30c7\u30eb\u306e\u5fdc\u7528<\/h2>\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u30e2\u30c7\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u3092\u8a55\u4fa1\u3057\u3001\u4e88\u6e2c\u3092\u751f\u6210\u3057\u3001\u64cd\u4f5c\u3092\u81ea\u52d5\u5316\u3059\u308b\u80fd\u529b\u304c\u3042\u308b\u305f\u3081\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9\u3084\u5206\u91ce\u3067\u6570\u591a\u304f\u306e\u7528\u9014\u304c\u3042\u308b\u3002\u3053\u3053\u3067\u306f\u3001ML\u30e2\u30c7\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u304b\u306e\u4f8b\u3092\u3044\u304f\u3064\u304b\u3054\u7d39\u4ecb\u3057\u307e\u3059\uff1a <\/p>\n\n<h3 class=\"wp-block-heading\">01.\u753b\u50cf\u8a8d\u8b58\u3068\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3<\/h3>\n\n<ul>\n<li><strong>\u7269\u4f53\u306e\u691c\u51fa\uff1a <\/strong>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306f\u3001\u753b\u50cf\u3084\u30d3\u30c7\u30aa\u5185\u306e\u7269\u4f53\u3092\u8a8d\u8b58\u3057\u3001\u4f4d\u7f6e\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3053\u308c\u306f\u3001\u81ea\u52d5\u904b\u8ee2\u8eca\u3001\u76e3\u8996\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u306b\u5f79\u7acb\u3064\u3002<\/li>\n\n\n\n<li><strong>\u9854\u8a8d\u8b58\uff1a <\/strong>\u500b\u4eba\u306e\u9854\u3092\u8a8d\u8b58\u30fb\u78ba\u8a8d\u3059\u308b\u3082\u306e\u3067\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b7\u30b9\u30c6\u30e0\u3084\u30e2\u30d0\u30a4\u30eb\u6a5f\u5668\u306b\u3088\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u3002<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">02.\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09<\/h3>\n\n<ul>\n<li><strong>\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790\uff1a <\/strong>\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790\u3068\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u30c8\u30fc\u30f3\uff08\u30dd\u30b8\u30c6\u30a3\u30d6\u3001\u30cd\u30ac\u30c6\u30a3\u30d6\u3001\u30cb\u30e5\u30fc\u30c8\u30e9\u30eb\uff09\u3092\u628a\u63e1\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3042\u308b\u3002\u3053\u308c\u306f\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3084\u9867\u5ba2\u30b3\u30e1\u30f3\u30c8\u306e\u5206\u6790\u306b\u3088\u304f\u4f7f\u308f\u308c\u308b\u3002 <\/li>\n\n\n\n<li><strong>\u8a00\u8a9e\u7ffb\u8a33\uff1a <\/strong>Google\u7ffb\u8a33\u306a\u3069\u306e\u30c4\u30fc\u30eb\u306b\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u3001\u3042\u308b\u8a00\u8a9e\u304b\u3089\u5225\u306e\u8a00\u8a9e\u3078\u30c6\u30ad\u30b9\u30c8\u3092\u7ffb\u8a33\u3059\u308b\u3053\u3068\u3002<\/li>\n\n\n\n<li><strong>\u30c6\u30ad\u30b9\u30c8\u751f\u6210\uff1a <\/strong>\u4eba\u304c\u66f8\u3044\u305f\u3088\u3046\u306b\u805e\u3053\u3048\u308b\u30c6\u30ad\u30b9\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3002\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u3001\u30d0\u30fc\u30c1\u30e3\u30eb\u30d8\u30eb\u30d1\u30fc\u306a\u3069\u306b\u5f79\u7acb\u3064\u3002 <\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">03.\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0<\/h3>\n\n<ul>\n<li><strong>\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u63a8\u85a6\uff1a <\/strong>\u9867\u5ba2\u306e\u904e\u53bb\u306e\u884c\u52d5\u3084\u55dc\u597d\u306b\u57fa\u3065\u3044\u3066\u3001\u5546\u54c1\u3001\u6620\u753b\u3001\u97f3\u697d\u3001\u8a18\u4e8b\u306a\u3069\u3092\u63a8\u85a6\u3059\u308b\u3053\u3068\uff08\u4f8b\uff1aNetflix\u3001Amazon\uff09\u3002<\/li>\n\n\n\n<li><strong>\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\uff1a<\/strong>\u30e6\u30fc\u30b6\u30fc\u306e\u8208\u5473\u306b\u5fdc\u3058\u3066\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u7d5e\u3063\u305f\u5e83\u544a\u3084\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3002<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">04.\u30d8\u30eb\u30b9\u30b1\u30a2<\/h3>\n\n<ul>\n<li><strong>\u75c5\u6c17\u306e\u8a3a\u65ad\uff1a <\/strong>\u533b\u7642\u5199\u771f\uff08X\u7dda\u3001MRI\u306a\u3069\uff09\u3068\u60a3\u8005\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u3001\u533b\u7642\u5c02\u9580\u5bb6\u306e\u75be\u75c5\u8a3a\u65ad\u3092\u652f\u63f4\u3059\u308b\u3002<\/li>\n\n\n\n<li><strong>\u5275\u85ac <\/strong>\u53ef\u80fd\u6027\u306e\u3042\u308b\u85ac\u306e\u5019\u88dc\u3092\u4e88\u6e2c\u3057\u3001\u7279\u5b9a\u306e\u75c5\u6c17\u306e\u6cbb\u7642\u306b\u5f79\u7acb\u3066\u308b\u3053\u3068\u3092\u5275\u85ac\u3068\u3044\u3046\u3002<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">05.\u30d5\u30a1\u30a4\u30ca\u30f3\u30b9<\/h3>\n\n<ul>\n<li><strong>\u30af\u30ec\u30b8\u30c3\u30c8\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\uff1a <\/strong>\u878d\u8cc7\u306e\u53ef\u5426\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306b\u3001\u500b\u4eba\u3084\u7d44\u7e54\u306e\u4fe1\u983c\u6027\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u3002<\/li>\n\n\n\n<li><strong>\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u53d6\u5f15\uff1a <\/strong>\u5e02\u5834\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304d\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u58f2\u8cb7\u306e\u5224\u65ad\u3092\u884c\u3046\u3002<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">06.\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u3088\u308b\u4e0d\u6b63\u691c\u51fa<\/h3>\n\n<ul>\n<li><strong>\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u306e\u4e0d\u6b63\u691c\u77e5\uff1a<\/strong>\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3068\u652f\u51fa\u30d1\u30bf\u30fc\u30f3\u3092\u4f7f\u3063\u3066\u4e0d\u6b63\u53d6\u5f15\u3092\u7279\u5b9a\u3059\u308b\u3002<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">07.\u81ea\u5f8b\u8d70\u884c\u8eca<\/h3>\n\n<ul>\n<li><strong>\u81ea\u52d5\u904b\u8ee2\u8eca\uff1a <\/strong>ML\u30e2\u30c7\u30eb\u304c\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3066\u904b\u8ee2\u65b9\u6cd5\u3092\u6c7a\u5b9a\u3057\u3001\u52b9\u7387\u6027\u3068\u5b89\u5168\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3002<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">08.\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u3088\u308b\u6559\u80b2<\/h3>\n\n<ul>\n<li><strong>\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5b66\u7fd2\uff1a <\/strong>\u751f\u5f92\u4e00\u4eba\u4e00\u4eba\u306e\u8981\u6c42\u3084\u80fd\u529b\u306b\u5408\u308f\u305b\u3066\u6307\u5c0e\u5185\u5bb9\u3092\u7279\u5225\u306b\u4f5c\u6210\u3059\u308b\u3053\u3068\u3002<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">09.\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/h3>\n\n<ul>\n<li><strong>\u6c17\u5019\u30e2\u30c7\u30ea\u30f3\u30b0\uff1a <\/strong>\u6c17\u5019\u5909\u52d5\u3092\u5206\u6790\u3057\u3001\u6c17\u8c61\u30d1\u30bf\u30fc\u30f3\u3092\u4e88\u6e2c\u3059\u308b\u3002<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">10.\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u3088\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/h3>\n\n<ul>\n<li><strong>\u4fb5\u5165\u691c\u77e5\uff1a <\/strong>\u7570\u5e38\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u52d5\u4f5c\u3092\u691c\u51fa\u3057\u3001\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u3092\u767a\u898b\u3057\u3066\u963b\u6b62\u3059\u308b\u3002<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">QuestionPro\u306b\u3088\u308b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5f37\u5316<\/h2>\n\n<p>QuestionPro\u306f\u3001\u4f01\u696d\u304c\u5bfe\u8c61\u8005\u304b\u3089\u91cd\u8981\u306a\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3001\u6d1e\u5bdf\u3001\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u305f\u3081\u306e\u30a2\u30f3\u30b1\u30fc\u30c8\u3092\u8a2d\u8a08\u3001\u914d\u5e03\u3001\u5206\u6790\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u30a2\u30f3\u30b1\u30fc\u30c8\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u65b9\u6cd5\u3067\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u3001\u6539\u5584\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\uff1a <\/p>\n\n<ul>\n<li><h3>\u30c7\u30fc\u30bf\u53ce\u96c6<\/h3><\/li>\n<\/ul>\n\n<p>QuestionPro\u3092\u4f7f\u7528\u3057\u3066\u30a2\u30f3\u30b1\u30fc\u30c8\u3092\u4f5c\u6210\u304a\u3088\u3073\u914d\u5e03\u3057\u3001\u56de\u7b54\u8005\u304b\u3089\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30c7\u30fc\u30bf\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002 <\/p>\n\n<p>\u4f8b\u3048\u3070\u3001\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3001\u307e\u305f\u306f\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3059\u308b\u305f\u3081\u306b\u3001\u9867\u5ba2\u306e\u30b3\u30e1\u30f3\u30c8\u3001\u88fd\u54c1\u8a55\u4fa1\u3001\u307e\u305f\u306f\u30e6\u30fc\u30b6\u30fc\u55dc\u597d\u3092\u53ce\u96c6\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<ul>\n<li><h3>\u30c7\u30b6\u30a4\u30f3\u306e\u7279\u5fb4<\/h3><\/li>\n<\/ul>\n\n<p>ML\u30e2\u30c7\u30eb\u306f\u3001\u4e88\u6e2c\u3084\u5206\u985e\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b\u3001\u95a2\u9023\u3059\u308b\u7279\u6027\uff08\u5909\u6570\uff09\u3092\u5fc5\u8981\u3068\u3059\u308b\u3002\u8abf\u67fb\u30c7\u30fc\u30bf\u306b\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3067\u4f7f\u7528\u3067\u304d\u308b\u91cd\u8981\u306a\u60c5\u5831\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002QuestionPro\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e2\u30c7\u30ea\u30f3\u30b0\u4f5c\u696d\u306b\u5fc5\u8981\u306a\u7279\u5b9a\u306e\u8cc7\u8cea\u3084\u7279\u6027\u3092\u6355\u6349\u3059\u308b\u30a2\u30f3\u30b1\u30fc\u30c8\u3092\u958b\u767a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002  <\/p>\n\n<p>\u4f8b\u3048\u3070\u3001\u9867\u5ba2\u6e80\u8db3\u5ea6\u8abf\u67fb\u3067\u306f\u3001\u5e74\u9f62\u3001\u6027\u5225\u3001\u5730\u57df\u3001\u8cfc\u5165\u5c65\u6b74\u306a\u3069\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u4e88\u6e2c\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u306b\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n<ul>\n<li><h3>A\/B\u30c6\u30b9\u30c8<\/h3><\/li>\n<\/ul>\n\n<p>QuestionPro\u3092\u4f7f\u7528\u3057\u3066A\/B\u30c6\u30b9\u30c8\u3092\u8a2d\u8a08\u3001\u5b9f\u884c\u3057\u3001\u69d8\u3005\u306a\u30e2\u30c7\u30eb\u306e\u8abf\u6574\u3084\u4ecb\u5165\u306e\u6709\u52b9\u6027\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u60c5\u5831\u306f\u3001ML\u30e2\u30c7\u30eb\u306e\u6539\u5584\u3068\u6700\u9069\u5316\u306b\u975e\u5e38\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 <\/p>\n\n<ul>\n<li><h3>\u7d99\u7d9a\u7684\u6539\u5584<\/h3><\/li>\n<\/ul>\n\n<p>\u7d44\u7e54\u306f\u3001\u5b9a\u671f\u7684\u306b\u8abf\u67fb\u3092\u5b9f\u65bd\u3057\u3001\u65b0\u9bae\u306a\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u3053\u3068\u3067\u3001ML\u30e2\u30c7\u30eb\u3092\u7d99\u7d9a\u7684\u306b\u66f4\u65b0\u3057\u3001\u6539\u5584\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u65b0\u9bae\u306a\u30c7\u30fc\u30bf\u304c\u5165\u624b\u53ef\u80fd\u306b\u306a\u308c\u3070\u3001\u6b63\u78ba\u3055\u3068\u95a2\u9023\u6027\u3092\u7dad\u6301\u3057\u306a\u304c\u3089\u3001\u6700\u65b0\u306e\u72b6\u614b\u306b\u4fdd\u3064\u305f\u3081\u306b\u30e2\u30c7\u30eb\u3092\u518d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 <\/p>\n\n<ul>\n<li><h3>\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3068\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3<\/h3><\/li>\n<\/ul>\n\n<p>\u8abf\u67fb\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u3001\u9078\u629e\u3001\u884c\u52d5\u3001\u5c5e\u6027\u306b\u57fa\u3065\u3044\u3066\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u3092\u5206\u985e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u4e3b\u5c0e\u306e\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u3084\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u5e83\u544a\u306f\u3001\u3053\u308c\u3089\u306e\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u6d3b\u7528\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3084\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6d3b\u52d5\u3092\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3057\u3001\u52b9\u679c\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 <\/p>\n\n<p>\u30ea\u30b5\u30fc\u30c1\u3092\u5f37\u5316\u3057\u3001\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u6e96\u5099\u306f\u3067\u304d\u3066\u3044\u307e\u3059\u304b\uff1f\u3088\u308a\u30b9\u30de\u30fc\u30c8\u306a\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u5206\u6790\u3057\u3001\u884c\u52d5\u3059\u308b\u305f\u3081\u306b\u4eca\u3059\u3050\u59cb\u3081\u307e\u3057\u3087\u3046\u3002 <\/p>\n\n<p><\/p><p style=\"text-align: center;\"><a href=\"https:\/\/www.questionpro.com\/research-edition-survey-software\/\" target=\"_blank\" rel=\"noopener\"> <button>\u3082\u3063\u3068\u8a73\u3057\u304f<\/button> <\/a> <a href=\"https:\/\/www.questionpro.com\/a\/showEntry.do?classID=1053&#038;sourceRef=blog\" target=\"_blank\" rel=\"noopener\"> <button>\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb<\/button> <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u306b\u304a\u3051\u308b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306f [&hellip;]<\/p>\n","protected":false},"author":80,"featured_media":814908,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb","_yoast_wpseo_title":"%%title%% 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