{"id":2476,"date":"2017-09-27T07:47:30","date_gmt":"2017-09-27T07:47:30","guid":{"rendered":"https:\/\/www.kolabtree.com\/blog\/?p=2476"},"modified":"2021-09-27T08:57:13","modified_gmt":"2021-09-27T08:57:13","slug":"understanding-scope-of-machine-learning-and-its-applications","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/ja\/understanding-scope-of-machine-learning-and-its-applications\/","title":{"rendered":"\u6a5f\u68b0\u5b66\u7fd2\u306e\u7bc4\u56f2\u3068\u305d\u306e\u5fdc\u7528\u3092\u7406\u89e3\u3059\u308b"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_45_1 counter-flat ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">table of contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" area-label=\"ez-toc-toggle-icon-1\"><label for=\"item-69f1d9b7f311e\" aria-label=\"Table of Content\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;direction:ltr;\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/label><input  type=\"checkbox\" id=\"item-69f1d9b7f311e\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/understanding-scope-of-machine-learning-and-its-applications\/#What_is_Machine_Learning\" title=\"\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\uff1f\">\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\uff1f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/understanding-scope-of-machine-learning-and-its-applications\/#Supervised_Learning_vs_Reinforced_Learning\" title=\"\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3068\u5f37\u5316\u5b66\u7fd2\">\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3068\u5f37\u5316\u5b66\u7fd2<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/understanding-scope-of-machine-learning-and-its-applications\/#Scope_of_Machine_Learning_and_Some_Applications\" title=\"\u6a5f\u68b0\u5b66\u7fd2\u306e\u7bc4\u56f2\u3068\u3044\u304f\u3064\u304b\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 \">\u6a5f\u68b0\u5b66\u7fd2\u306e\u7bc4\u56f2\u3068\u3044\u304f\u3064\u304b\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 <\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/understanding-scope-of-machine-learning-and-its-applications\/#Latest_Research_on_Machine_Learning\" title=\"\u6a5f\u68b0\u5b66\u7fd2\u306e\u6700\u65b0\u7814\u7a76\">\u6a5f\u68b0\u5b66\u7fd2\u306e\u6700\u65b0\u7814\u7a76<\/a><\/li><\/ul><\/nav><\/div>\n<p>\u81ea\u52d5\u904b\u8ee2\u8eca\u3001\u81ea\u52d5\u76e3\u8996\u30b7\u30b9\u30c6\u30e0\u3001\u30d1\u30fc\u30bd\u30ca\u30eb\u30fb\u30dc\u30c3\u30c8\u3002\u306e\u7bc4\u56f2\u3092\u62e1\u5927\u3057\u307e\u3059\u3002 <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/machine-learning?utm_source=Blog_UnderstandingML\">\u6a5f\u68b0\u5b66\u7fd2<\/a> \u306f\u8a08\u308a\u77e5\u308c\u305a\u3001\u65e5\u3005\u6210\u9577\u3057\u3066\u3044\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u306f\u79c1\u305f\u3061\u306e\u751f\u6d3b\u306e\u4e2d\u3067\u5927\u304d\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u591a\u304f\u306e\u4eba\u304c\u6a5f\u68b0\u5b66\u7fd2\u306e\u4ed5\u7d44\u307f\u3092\u7406\u89e3\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u6642\u306b\u306f\u3001\u6280\u8853\u306b\u7cbe\u901a\u3057\u305f\u4eba\u3067\u3055\u3048\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u6982\u5ff5\u306b\u6238\u60d1\u3063\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u6700\u521d\u306f\u96e3\u3057\u304f\u611f\u3058\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u7406\u89e3\u3059\u308b\u3053\u3068\u306b\u4fa1\u5024\u304c\u3042\u308b\u3082\u306e\u3067\u3059\u3002\u6280\u8853\u5206\u91ce\u4ee5\u5916\u3067\u3082\u3001\u79d1\u5b66\u7814\u7a76\u8005\u305f\u3061\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u4f53\u7cfb\u7684\u306a\u601d\u8003\u65b9\u6cd5\u3092\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u904b\u52d5\u80fd\u529b\u304c\u5411\u4e0a\u3059\u308b\u3068\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002<\/p>\n<div id=\"attachment_2483\" style=\"width: 360px\" class=\"wp-caption alignleft\"><img aria-describedby=\"caption-attachment-2483\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-2483\" src=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/09\/man-320276_1280-992x1024.png\" alt=\"\" width=\"350\" height=\"361\" srcset=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/09\/man-320276_1280-992x1024.png 992w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/09\/man-320276_1280-291x300.png 291w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/09\/man-320276_1280-768x793.png 768w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/09\/man-320276_1280-1080x1115.png 1080w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/09\/man-320276_1280-24x24.png 24w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/09\/man-320276_1280.png 1240w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/09\/man-320276_1280-291x300@2x.png 582w\" sizes=\"(max-width: 350px) 100vw, 350px\" \/><p id=\"caption-attachment-2483\" class=\"wp-caption-text\">\u672a\u6765\u3067\u306f\u3001\u30ed\u30dc\u30c3\u30c8\u304c\u4eba\u9593\u306e\u4ed5\u4e8b\u3092\u5f15\u304d\u7d99\u3050\u3088\u3046\u306b\u306a\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/p><\/div>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"What_is_Machine_Learning\"><\/span><strong>\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u307e\u305a\u6700\u521d\u306b\u3001\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u4f55\u304b\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u30c8\u30e0\u30fb\u30df\u30c3\u30c1\u30a7\u30eb\uff08C.M.U.\u306eC.S\u6559\u6388\uff09\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u300c\u3042\u308b\u30af\u30e9\u30b9\u306e\u30bf\u30b9\u30af \"T \"\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6307\u6a19 \"P \"\u306b\u95a2\u3059\u308b\u7d4c\u9a13 \"E \"\u304b\u3089\u5b66\u7fd2\u3059\u308b\u3068\u8a00\u308f\u308c\u308b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u3001\"E \"\u306e\u7d4c\u9a13\u306b\u3088\u3063\u3066 \"P \"\u3067\u6e2c\u5b9a\u3055\u308c\u308b \"T \"\u306e\u30bf\u30b9\u30af\u3067\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5411\u4e0a\u3059\u308b\u3082\u306e\u300d\u3068\u5206\u985e\u3057\u3066\u3044\u307e\u3059\u3002\u7c21\u5358\u306b\u8a00\u3046\u3068\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u672c\u8cea\u306f <em>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u3042\u308b\u30bf\u30b9\u30af\u3092\u4ee5\u524d\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u6bd4\u3079\u3066\u6539\u5584\u3067\u304d\u308b\u5834\u5408<\/em>.\u3042\u308b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u30b2\u30fc\u30e0\u3092\u30d7\u30ec\u30a4\u3059\u308b\u305f\u3073\u306b\u4e00\u8cab\u3057\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308c\u3070\u3001\u305d\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u3092\u5229\u7528\u3057\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u3066\u3044\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u81ea\u5206\u3067\u5b66\u7fd2\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u304b\u3068\u3044\u3046\u91cd\u8981\u306a\u554f\u984c\u3092\u63d0\u8d77\u3057\u3066\u3044\u308b\u3002\u4f8b\u3048\u3070\u3001\u307b\u3068\u3093\u3069\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u6307\u793a\u3055\u308c\u305f\u901a\u308a\u306b\u52d5\u4f5c\u3057\u307e\u3059\u3002\u5927\u591a\u6570\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fb\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3067\u304d\u308b\u3053\u3068\u3001\u3067\u304d\u306a\u3044\u3053\u3068\u306b\u3064\u3044\u3066\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3084\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7d4c\u9a13\u304b\u3089\u5b66\u3073\u3001\u4f5c\u696d\u306e\u305f\u3073\u306b\u6539\u5584\u3057\u3066\u3044\u304f\u3053\u3068\u306f\u3001\u6700\u521d\u306f\u5947\u5999\u306b\u601d\u3048\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u305d\u308c\u3053\u305d\u304c\u6a5f\u68b0\u5b66\u7fd2\u306e\u76ee\u7684\u3067\u3042\u308a\u3001\u5f97\u610f\u5206\u91ce\u306a\u306e\u3067\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u5b66\u7fd2\u3068\u6539\u5584\u306e\u80fd\u529b\u3092\u4e0e\u3048\u307e\u3059\u3002\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6a5f\u68b0\u5b66\u7fd2\u3092\u884c\u3046\u4e3b\u306a\u65b9\u6cd5\u306f\u3001\u6559\u5e2b\u4ed8\u304d\u5b66\u7fd2\u3068\u5f37\u5316\u5b66\u7fd2\u306e2\u3064\u3067\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Supervised_Learning_vs_Reinforced_Learning\"><\/span><strong>\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3068\u5f37\u5316\u5b66\u7fd2<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3068\u306f\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u6a5f\u68b0\u306b\u4f55\u304b\u3092\u5b66\u7fd2\u3055\u305b\u308b\u3053\u3068\u3067\u3059\u3002\u6a5f\u68b0\u306b\u306f\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u304c\u4e0e\u3048\u3089\u308c\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u4ee5\u524d\u306b\u5206\u6790\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u5b66\u7fd2\u3057\u3001\u5224\u65ad\u3092\u4e0b\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u4e0d\u52d5\u7523\u696d\u754c\u306b\u95a2\u3059\u308b\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6a5f\u68b0\u306b\u4e0e\u3048\u308c\u3070\u3001\u3059\u3050\u306b\u7d4c\u6e08\u3001\u682a\u5f0f\u5e02\u5834\u3001\u7a0e\u7387\u3001\u4eba\u53e3\u5897\u52a0\u306a\u3069\u306e\u8981\u56e0\u306b\u57fa\u3065\u3044\u3066\u4f4f\u5b85\u5e02\u5834\u3092\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3001\u5f37\u5316\u5b66\u7fd2\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u7570\u306a\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u3068\u308a\u307e\u3059\u3002\u5f37\u5316\u5b66\u7fd2\u3067\u306f\u3001\u30e9\u30f3\u30c0\u30e0\u307e\u305f\u306f\u6563\u767a\u7684\u306a\u30c7\u30fc\u30bf\u3092\u6a5f\u68b0\u306b\u4e0e\u3048\u307e\u3059\u3002\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u305f\u5f8c\u3001\u6a5f\u68b0\u306f\u5b66\u7fd2\u306b\u5fc5\u8981\u306a\u30d1\u30bf\u30fc\u30f3\u3084\u5224\u65ad\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u305d\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u8a55\u4fa1\u3057\u3001\u4fee\u6b63\u3059\u308b\u3053\u3068\u3067\u3001\u6a5f\u68b0\u306f\u30bf\u30b9\u30af\u3092\u3088\u308a\u3088\u304f\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u5e7c\u5150\u306f\u5468\u308a\u306e\u4eba\u306e\u8a71\u3092\u805e\u3044\u3066\u8a00\u8449\u3092\u5b66\u3073\u307e\u3059\u3002\u30e9\u30f3\u30c0\u30e0\u306a\u5358\u8a9e\u3084\u30d5\u30ec\u30fc\u30ba\u3092\u7d99\u7d9a\u7684\u306b\u805e\u3044\u3066\u3044\u308b\u3046\u3061\u306b\u3001\u81ea\u5206\u306b\u3068\u3063\u3066\u610f\u5473\u306e\u3042\u308b\u30d1\u30bf\u30fc\u30f3\u3092\u4f5c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u3046\u3059\u308b\u3053\u3068\u3067\u3001\u8a00\u8449\u306e\u7fd2\u5f97\u304c\u65e9\u304f\u306a\u308a\u3001\u4eba\u3068\u63a5\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u3068\u540c\u3058\u3053\u3068\u304c\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u3082\u5fdc\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Scope_of_Machine_Learning_and_Some_Applications\"><\/span><strong>\u6a5f\u68b0\u5b66\u7fd2\u306e\u7bc4\u56f2\u3068\u3044\u304f\u3064\u304b\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>-\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4fb5\u5bb3\u306e\u4e88\u6e2c\u3001\u30c7\u30fc\u30bf\u5185\u306e\u30de\u30eb\u30a6\u30a7\u30a2\u3084\u305d\u306e\u4ed6\u306e\u7570\u5e38\u306e\u767a\u898b<br \/>\n-\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\uff08\u4f8b\uff1aNetflix\u3001Amazon\uff09<br \/>\n-\u597d\u307f\u306b\u5fdc\u3058\u305f\u30aa\u30f3\u30e9\u30a4\u30f3\u691c\u7d22\u7d50\u679c\u306e\u6539\u5584<br \/>\n-\u81ea\u7136\u8a00\u8a9e\u51e6\u7406<br \/>\n-\u30b9\u30de\u30fc\u30c8\u30ab\u30fc\u3001\u30b9\u30de\u30fc\u30c8\u30db\u30fc\u30e0(IoT)<br \/>\n&#8211;<a href=\"https:\/\/blog.kolabtree.com\/wearable-tech-changing-the-face-of-healthcare\/?utm_source=Blog_UnderstandingML\">\u30a6\u30a7\u30a2\u30e9\u30d6\u30eb\u6280\u8853<\/a>, especially in <a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">\u30d8\u30eb\u30b9\u30b1\u30a2<\/a><\/p>\n<div id=\"attachment_2484\" style=\"width: 510px\" class=\"wp-caption alignnone\"><img aria-describedby=\"caption-attachment-2484\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-2484\" src=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/09\/car-1837301_1920-1024x575.jpg\" alt=\"\" width=\"500\" height=\"281\" srcset=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/09\/car-1837301_1920-1024x575.jpg 1024w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/09\/car-1837301_1920-300x168.jpg 300w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/09\/car-1837301_1920-768x431.jpg 768w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/09\/car-1837301_1920-1536x862.jpg 1536w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/09\/car-1837301_1920-1080x606.jpg 1080w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/09\/car-1837301_1920.jpg 1920w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/09\/car-1837301_1920-300x168@2x.jpg 600w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><p id=\"caption-attachment-2484\" class=\"wp-caption-text\">\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u30c9\u30e9\u30a4\u30d0\u30fc\u30ec\u30b9\u30fb\u30ab\u30fc\u3092\u5f8c\u62bc\u3057<\/p><\/div>\n<h3><span class=\"ez-toc-section\" id=\"Latest_Research_on_Machine_Learning\"><\/span><strong>\u6a5f\u68b0\u5b66\u7fd2\u306e\u6700\u65b0\u7814\u7a76<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u73fe\u5728\u306e\u6a5f\u68b0\u5b66\u7fd2\u3067\u306f\u3001\u4e3b\u306b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u6539\u826f\u304c\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u7814\u7a76\u8005\u305f\u3061\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u52b9\u7387\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u4eba\u9593\u306e\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u3092\u6a5f\u68b0\u306b\u6a21\u5023\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u65b0\u3057\u3044\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u975e\u5e38\u306b\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3067\u3042\u308a\u3001\u3042\u3089\u3086\u308b\u7523\u696d\u3092\u5287\u7684\u306b\u5909\u5316\u3055\u305b\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u306e\u5206\u91ce\u306f\u3001\u65e5\u3005\u65b0\u305f\u306a\u30d6\u30ec\u30fc\u30af\u30b9\u30eb\u30fc\u3092\u9054\u6210\u3057\u3066\u304a\u308a\u3001\u79c1\u305f\u3061\u306e\u672a\u6765\u3092\u5b8c\u5168\u306b\u5909\u9769\u3059\u308b\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u306e\u7bc4\u56f2\u304c\u6025\u901f\u306b\u62e1\u5927\u3059\u308b\u4e2d\u3001\u4f01\u696d\u3084\u7814\u7a76\u8005\u306f\u3057\u3070\u3057\u3070\u76f8\u8ac7\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/machine-learning\">\u6a5f\u68b0\u5b66\u7fd2\u306e\u5c02\u9580\u5bb6<\/a> \u306f\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u8a18\u8ff0\u3084\u52b9\u679c\u7684\u306aAI\/ML\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u3092\u652f\u63f4\u3057\u3066\u3044\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u304c\u3042\u3089\u3086\u308b\u696d\u754c\u3092\u5e2d\u5dfb\u3057\u3001\u4eba\u578b\u30ed\u30dc\u30c3\u30c8\u3084\u30b9\u30de\u30fc\u30c8\u30ab\u30fc\u304c\u4e00\u822c\u5bb6\u5ead\u306b\u666e\u53ca\u3059\u308b\u3088\u3046\u306b\u306a\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u898b\u5b88\u308b\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>Self-driving cars, automated surveillance systems and personal bots. The scope of machine learning is immense and is growing every day.\u00a0Machine learning has become a huge part of our life and yet many people don\u2019t understand how machine learning works. Sometimes, even tech-savvy individuals seem to be baffled by the concept of machine learning. While machine learning may seem daunting at the beginning, it is something of value to understand. Apart from the tech sector, scientific researchers have stated that understanding machine learning can improve our motor skills because it influences us to develop a systematic way of thinking. &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; What is Machine<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/understanding-scope-of-machine-learning-and-its-applications\/\" title=\"\u7d9a\u304d\u3092\u8aad\u3080\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/div>","protected":false},"author":34,"featured_media":2482,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[434],"tags":[187,223],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.1 (Yoast SEO v20.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Understanding the Scope of Machine Learning and its Applications<\/title>\n<meta name=\"description\" content=\"The scope of machine learning is immense, and is powering everything from personalized Netflix recommendations to driverless cars. But what exactly is machine learning and how does it work?\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/understanding-scope-of-machine-learning-and-its-applications\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Understanding the Scope of Machine Learning and its Applications\" \/>\n<meta property=\"og:description\" content=\"The scope of machine learning is immense, and is powering everything from personalized Netflix recommendations to driverless cars. But what exactly is machine learning and how does it work?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kolabtree.com\/blog\/ja\/understanding-scope-of-machine-learning-and-its-applications\/\" \/>\n<meta property=\"og:site_name\" content=\"The Kolabtree Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/kolabtree\" \/>\n<meta property=\"article:published_time\" content=\"2017-09-27T07:47:30+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-09-27T08:57:13+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/09\/what-is.png\" \/>\n\t<meta property=\"og:image:width\" content=\"810\" \/>\n\t<meta property=\"og:image:height\" content=\"450\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Manoj Kumar\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@kolabtree\" \/>\n<meta name=\"twitter:site\" content=\"@kolabtree\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Manoj Kumar\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"4\u5206\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Understanding the Scope of Machine Learning and its Applications","description":"The scope of machine learning is immense, and is powering everything from personalized Netflix recommendations to driverless cars. 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