{"id":6739,"date":"2020-01-09T12:32:50","date_gmt":"2020-01-09T12:32:50","guid":{"rendered":"https:\/\/www.kolabtree.com\/blog\/?p=6739"},"modified":"2020-01-09T12:36:13","modified_gmt":"2020-01-09T12:36:13","slug":"5-ways-predictive-analytics-can-help-startups","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/ja\/5-ways-predictive-analytics-can-help-startups\/","title":{"rendered":"\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u306e\u6210\u9577\u306b\u30d7\u30ec\u30c7\u30a3\u30af\u30c6\u30a3\u30d6\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u304c\u5f79\u7acb\u30645\u3064\u306e\u65b9\u6cd5"},"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-69f38bc187c80\" 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-69f38bc187c80\"><\/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\/5-ways-predictive-analytics-can-help-startups\/#What_Is_Predictive_Analytics\" title=\"\u30d7\u30ec\u30c7\u30a3\u30af\u30c6\u30a3\u30d6\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3068\u306f\uff1f\">\u30d7\u30ec\u30c7\u30a3\u30af\u30c6\u30a3\u30d6\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\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\/5-ways-predictive-analytics-can-help-startups\/#How_Can_Predictive_Analytics_Help_Startups\" title=\"\u30d7\u30ec\u30c7\u30a3\u30af\u30c6\u30a3\u30d6\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306f\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u306b\u3069\u306e\u3088\u3046\u306b\u5f79\u7acb\u3064\u306e\u304b\uff1f\">\u30d7\u30ec\u30c7\u30a3\u30af\u30c6\u30a3\u30d6\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306f\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u306b\u3069\u306e\u3088\u3046\u306b\u5f79\u7acb\u3064\u306e\u304b\uff1f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-ways-predictive-analytics-can-help-startups\/#Predictive_Analytics_in_Action\" title=\"\u30d7\u30ec\u30c7\u30a3\u30af\u30c6\u30a3\u30d6\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u5b9f\u8df5\">\u30d7\u30ec\u30c7\u30a3\u30af\u30c6\u30a3\u30d6\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u5b9f\u8df5<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-ways-predictive-analytics-can-help-startups\/#1_Customer_Service_Improvements\" title=\"1.\u9867\u5ba2\u30b5\u30fc\u30d3\u30b9\u306e\u6539\u5584\">1.\u9867\u5ba2\u30b5\u30fc\u30d3\u30b9\u306e\u6539\u5584<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-ways-predictive-analytics-can-help-startups\/#2_Better_Demand_Preparedness\" title=\"2.\u9700\u8981\u3078\u306e\u5bfe\u5fdc\u529b\u5f37\u5316\">2.\u9700\u8981\u3078\u306e\u5bfe\u5fdc\u529b\u5f37\u5316<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-ways-predictive-analytics-can-help-startups\/#3_Optimized_Product_Management\" title=\"3.\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u6700\u9069\u5316\">3.\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u6700\u9069\u5316<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-ways-predictive-analytics-can-help-startups\/#4_Targeted_Marketing\" title=\"4.\u30bf\u30fc\u30b2\u30c3\u30c8\u30fb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u00a0\">4.\u30bf\u30fc\u30b2\u30c3\u30c8\u30fb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u00a0<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-ways-predictive-analytics-can-help-startups\/#5_Product_Quality_Enhancements\" title=\"5.\u88fd\u54c1\u54c1\u8cea\u306e\u5411\u4e0a\">5.\u88fd\u54c1\u54c1\u8cea\u306e\u5411\u4e0a<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-ways-predictive-analytics-can-help-startups\/#Combine_With_AB_Testing_for_Maximum_Success\" title=\"A\/B\u30c6\u30b9\u30c8\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u6700\u5927\u306e\u6210\u529f\u3092\">A\/B\u30c6\u30b9\u30c8\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u6700\u5927\u306e\u6210\u529f\u3092<\/a><\/li><\/ul><\/nav><\/div>\n<p><span style=\"font-weight: 400;\"><em>\u65b0\u8208\u4f01\u696d\u306f\u3001\u30d7\u30ed\u30bb\u30b9\u306e\u5408\u7406\u5316\u3001\u7279\u5b9a\u306e\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u3078\u306e\u8a34\u6c42\u3001\u6a5f\u4f1a\u306e\u7279\u5b9a\u3001\u8fc5\u901f\u306a\u6210\u9577\u306e\u5b9f\u73fe\u306e\u305f\u3081\u306b\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306e5\u3064\u306e\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002 <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/predictive-analytics?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=Predictive-Analytics-Startups\">\u30d7\u30ec\u30c7\u30a3\u30af\u30c6\u30a3\u30d6\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9<\/a> \u306f\u3001\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3084\u4e2d\u5c0f\u4f01\u696d\u3092\u652f\u63f4\u3057\u307e\u3059\u3002\u00a0<\/em><\/span><\/p>\n<p>\u3053\u306e\u4e16\u754c\u306f\u7af6\u4e89\u304c\u6fc0\u3057\u304f\u3001\u65b0\u9032\u6c17\u92ed\u306e\u4f01\u696d\u306b\u3068\u3063\u3066\u306f\u306a\u304a\u3055\u3089\u3067\u3059\u3002\u3059\u3067\u306b\u78ba\u7acb\u3055\u308c\u305f\u7d44\u7e54\u3084\u30d6\u30e9\u30f3\u30c9\u304c\u3042\u308b\u4e00\u65b9\u3067\u3001\u305d\u308c\u3068\u540c\u3058\u304f\u3089\u3044\u3001\u3042\u308b\u3044\u306f\u305d\u308c\u4ee5\u4e0a\u306e\u6570\u306e\u65b0\u3057\u3044\u4e8b\u696d\u304c\u65e5\u3005\u751f\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u304c\u6210\u529f\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u898f\u6a21\u306e\u5927\u5c0f\u306b\u304b\u304b\u308f\u3089\u305a\u3001\u7d76\u5bfe\u306b\u512a\u4f4d\u306b\u7acb\u3064\u5fc5\u8981\u304c\u3042\u308b\u306e\u3067\u3059\u3002<\/p>\n<p><span style=\"font-weight: 400;\">\u3053\u308c\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306b\u6700\u3082\u91cd\u8981\u306a\u8981\u7d20\u306e\u4e00\u3064\u3067\u3042\u308b\u3001\u6301\u7d9a\u7684\u30fb\u6c38\u7d9a\u7684\u306a\u6210\u9577\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002\u65b0\u8208\u4f01\u696d\u306b\u3068\u3063\u3066\u306f\u3001\u5358\u306b\u3044\u304f\u3064\u304b\u306e\u6210\u529f\u3092\u53ce\u3081\u308b\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u9867\u5ba2\u30d9\u30fc\u30b9\u306e\u6210\u9577\u306b\u3088\u308b\u7d99\u7d9a\u7684\u306a\u30b5\u30dd\u30fc\u30c8\u304c\u7279\u306b\u91cd\u8981\u3067\u3059\u3002\u305d\u308c\u304c\u3067\u304d\u306a\u3051\u308c\u3070\u3001\u65b0\u8208\u4f01\u696d\u304c\u7ffc\u3092\u5e83\u3052\u3066\u98db\u3076\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u6b8b\u5ff5\u306a\u304c\u3089\u3001\u65b0\u898f\u4e8b\u696d\u306e\u30b5\u30dd\u30fc\u30c8\u4f53\u5236\u3092\u69cb\u7bc9\u3057\u3001\u7d99\u7d9a\u7684\u306b\u53ce\u76ca\u3092\u4e0a\u3052\u308b\u3053\u3068\u306f\u975e\u5e38\u306b\u56f0\u96e3\u306a\u3053\u3068\u3067\u3059\u3002\u3055\u3089\u306b\u60aa\u3044\u3053\u3068\u306b\u3001\u4eca\u65e5\u306e\u72b6\u6cc1\u3067\u306f\u3001\u304a\u5ba2\u69d8\u306f\u3059\u3050\u306b\u6e80\u8db3\u3057\u305f\u3044\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002\u30d6\u30e9\u30f3\u30c9\u306f\u3001\u304a\u5ba2\u69d8\u304c\u671b\u3080\u30b5\u30fc\u30d3\u30b9\u3092\u3001\u3044\u3064\u3001\u3069\u3053\u3067\u3001\u3069\u306e\u3088\u3046\u306b\u63d0\u4f9b\u3059\u308b\u304b\u306b\u9069\u5fdc\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u591a\u304f\u306e\u4eba\u306f\u3001\u65b0\u3057\u3044\u4f1a\u793e\u3001\u7279\u306b\u4f4e\u4fa1\u683c\u3067\u4ed8\u52a0\u4fa1\u5024\u3092\u63d0\u4f9b\u3057\u3066\u304f\u308c\u308b\u4f1a\u793e\u3092\u3059\u3050\u306b\u8a66\u3057\u3066\u307f\u307e\u3059\u304c\u3001\u305d\u306e\u4e00\u65b9\u3067\u3001\u671f\u5f85\u306f\u305a\u308c\u3060\u3063\u305f\u308a\u3001\u5e73\u51e1\u3060\u3063\u305f\u308a\u3059\u308b\u3068\u3001\u3059\u3050\u306b\u6368\u3066\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u30d7\u30ec\u30c7\u30a3\u30af\u30c6\u30a3\u30d6\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3068 <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/machine-learning?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=Predictive-Analytics-Startups\">m<\/a><a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/machine-learning?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=Predictive-Analytics-Startups\">\u673a\u4e0a\u306e\u5b66\u7fd2<\/a> \u306f\u3001\u30d3\u30b8\u30cd\u30b9\u304c\u9867\u5ba2\u3092\u5b8c\u5168\u306b\u7406\u89e3\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u305f\u3081\u306e\u7b54\u3048\u3067\u3042\u308b\u3002<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_Is_Predictive_Analytics\"><\/span><b>\u30d7\u30ec\u30c7\u30a3\u30af\u30c6\u30a3\u30d6\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3068\u306f\uff1f<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3068\u306f\u3001\u69d8\u3005\u306a\u5fdc\u7528\u304c\u53ef\u80fd\u306a\u7d71\u8a08\u60c5\u5831\u3092\u6307\u3059\u3001\u304b\u306a\u308a\u5e83\u3044\u8a00\u8449\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9 <\/span><span style=\"font-weight: 400;\">\u30c7\u30b8\u30bf\u30eb\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u6271\u3046<\/span><span style=\"font-weight: 400;\"> - \u30e1\u30c8\u30ea\u30af\u30b9\u30fb\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u30fb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4ecb\u3057\u3066\u6642\u9593\u3092\u304b\u3051\u3066\u53ce\u96c6\u3055\u308c\u305f\u60c5\u5831\u306f\u3001\u4e3b\u306b\u84c4\u7a4d\u3001\u5206\u6790\u3001\u62bd\u51fa\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u6700\u5927\u306e\u76ee\u7684\u306f\u3001\u65e2\u5b58\u306e\u3001\u3042\u308b\u3044\u306f\u5c06\u6765\u306e\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u5f79\u7acb\u3064\u5b9f\u7528\u7684\u306a\u60c5\u5831\u3092\u5f97\u308b\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5177\u4f53\u7684\u306b\u306f\u3001\u53ce\u96c6\u3057\u305f\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u5c06\u6765\u306e\u51fa\u6765\u4e8b\u306e\u6b63\u78ba\u306a\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u3001\u4e88\u6e2c\u5206\u6790\u3082\u540c\u69d8\u306e\u624b\u6cd5\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3053\u3068\u304c\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u682a\u5f0f\u3084\u6295\u8cc7\u306e\u4fa1\u683c\u4e88\u6e2c<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u88fd\u54c1\u3084\u5546\u54c1\u306e\u9700\u8981\u5909\u52d5\u3092\u63a8\u5b9a\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u76d7\u96e3\u3084\u4e0d\u6b63\u306e\u30bf\u30c3\u30c1\u30dd\u30a4\u30f3\u30c8\u306a\u3069\u91cd\u5927\u306a\u640d\u5931\u306e\u539f\u56e0\u3092\u7279\u5b9a\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u305f\u3081\u306e\u65b0\u898f\u9867\u5ba2\u5c64\u306a\u3069\u3001\u65b0\u898f\u9867\u5ba2\u306e\u6a5f\u4f1a\u3092\u4e88\u6e2c\u3059\u308b<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u4e88\u6e2c\u5206\u6790\u306e\u91cd\u8981\u306a\u8981\u7d20\u306f\u3001\u305d\u308c\u304c\u4fe1\u4ef0\u306b\u57fa\u3065\u304f\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u4e88\u6e2c\u30e2\u30c7\u30eb\u306f\u3001\u73fe\u5728\u306e\u6709\u52b9\u306a\u60c5\u5831\u3092\u542b\u3080\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u69cb\u7bc9\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u5b8c\u5168\u306b\u6b63\u78ba\u3067\u3059\u3002\u8a00\u3044\u63db\u3048\u308c\u3070\u3001\u4fdd\u8a3c\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u305d\u308c\u306b\u8fd1\u3044\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"How_Can_Predictive_Analytics_Help_Startups\"><\/span><b>\u30d7\u30ec\u30c7\u30a3\u30af\u30c6\u30a3\u30d6\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306f\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u306b\u3069\u306e\u3088\u3046\u306b\u5f79\u7acb\u3064\u306e\u304b\uff1f<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<blockquote><p><span style=\"font-weight: 400;\">\u304a\u5ba2\u69d8\u304c\u4f55\u3092\u6c42\u3081\u3066\u3044\u308b\u306e\u304b\u3001\u3042\u308b\u6c7a\u5b9a\u3084\u88fd\u54c1\u306e\u767a\u58f2\u306b\u5bfe\u3057\u3066\u304a\u5ba2\u69d8\u304c\u3069\u306e\u3088\u3046\u306b\u53cd\u5fdc\u3059\u308b\u306e\u304b\u3092\u6b63\u78ba\u306b\u7406\u89e3\u3059\u308b\u3053\u3068\u3092\u60f3\u50cf\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\u3042\u308b\u8996\u8074\u8005\u306e\u4e00\u90e8\u3092\u30bf\u30fc\u30b2\u30c3\u30c8\u306b\u3057\u305f\u308a\u3001\u30a8\u30f3\u30b2\u30fc\u30b8\u3059\u308b\u65b9\u6cd5\u3092\u9a5a\u304f\u307b\u3069\u8a73\u7d30\u306b\u4f1d\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u8003\u3048\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p><\/blockquote>\n<p><span style=\"font-weight: 400;\">\u305d\u308c\u304c\u4e88\u6e2c\u5206\u6790\u306e\u6a5f\u80fd\u3067\u3059\u3002\u9069\u5207\u306a\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u3066\u3001\u53d6\u308a\u8fbc\u3093\u3060\u30c7\u30fc\u30bf\u3092\u7406\u89e3\u3057\u307e\u3059\u3002\u4e00\u822c\u7684\u306b\u306f\u3001\u4e3b\u306b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30d9\u30fc\u30b9\u306e\u904e\u53bb\u306e\u60c5\u5831\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u73fe\u5728\u306e\u30c7\u30fc\u30bf\u306e\u610f\u5473\u3092\u7406\u89e3\u3057\u3001\u5c06\u6765\u306e\u4e88\u6e2c\u306b\u5f79\u7acb\u3066\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>\u672c\u6765\u3001\u30c7\u30fc\u30bf\u306f\u901a\u8ca8\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u304c\u306a\u3051\u308c\u3070\u4e88\u6e2c\u30e2\u30c7\u30eb\u3082\u5b58\u5728\u3057\u306a\u3044\u304b\u3089\u3067\u3059\u3002<\/strong> \u7279\u306b\u9867\u5ba2\u6570\u306e\u5c11\u306a\u3044\u65b0\u8208\u4f01\u696d\u3067\u306f\u3001\u3057\u3063\u304b\u308a\u3068\u3057\u305f\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306b\u5341\u5206\u306a\u60c5\u5831\u3092\u53ce\u96c6\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4e88\u6e2c\u5206\u6790\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001IBM\u3084Amazon\u306a\u3069\u306e\u5927\u624b\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u304c\u63d0\u4f9b\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u30d9\u30fc\u30b9\u306e\u3082\u306e\u3067\u3042\u308c\u3070\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u3002\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306f\u3001\u65e2\u5b58\u306e\u5927\u4f01\u696d\u3084\u30d1\u30fc\u30c8\u30ca\u30fc\u306e\u5354\u529b\u3092\u5f97\u3066\u6700\u9069\u5316\u3055\u308c\u305f\u3001\u5341\u5206\u306b\u30c6\u30b9\u30c8\u3055\u308c\u305f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u306f\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u3002 <a href=\"https:\/\/www.kolabtree.com\/blog\/9-powerful-data-science-and-analytics-tools-for-small-business\/\">\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u30c4\u30fc\u30eb<\/a> \u4e2d\u5c0f\u4f01\u696d\u3067\u3082\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4e88\u6e2c\u5206\u6790\u306e\u6700\u5927\u306e\u30bb\u30fc\u30eb\u30b9\u30dd\u30a4\u30f3\u30c8\u306f\u3001\u898f\u6a21\u306e\u5927\u5c0f\u3092\u554f\u308f\u305a\u3001\u4f01\u696d\u306e\u7d99\u7d9a\u7684\u306a\u6210\u9577\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002\u4f01\u696d\u3092\u6210\u9577\u3055\u305b\u308b\u3053\u3068\u306f\u4e26\u5927\u62b5\u306e\u3053\u3068\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304b\u3089\u3001\u5c06\u6765\u3092\u898b\u636e\u3048\u305f\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4e8b\u696d\u8005\u306f\u3001\u3053\u306e\u70b9\u3092\u91cd\u8996\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u30d1\u30fc\u30da\u30c1\u30e5\u30a2\u30eb <\/span><span style=\"font-weight: 400;\">\u5c55\u958b\u3059\u308b\u3053\u3068\u3067\u3001\u5fc5\u8981\u306a\u57fa\u790e\u3092\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b<\/span><span style=\"font-weight: 400;\">\u305d\u3057\u3066\u3001\u305d\u308c\u304c\u5c06\u6765\u306e\u6210\u529f\u306b\u3064\u306a\u304c\u308b\u306e\u3067\u3059\u3002<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Predictive_Analytics_in_Action\"><\/span><b>\u30d7\u30ec\u30c7\u30a3\u30af\u30c6\u30a3\u30d6\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u5b9f\u8df5<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u4e00\u3064\u306e\u7591\u554f\u304c\u6b8b\u308a\u307e\u3059\u3002\u4e88\u6e2c\u5206\u6790\u3084\u6a5f\u68b0\u5b66\u7fd2\u3092\u4e2d\u5c0f\u4f01\u696d\u304c\u6d3b\u7528\u3059\u308b\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3044\u3044\u306e\u304b\uff1f\u00a0<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Customer_Service_Improvements\"><\/span><b>1.\u9867\u5ba2\u30b5\u30fc\u30d3\u30b9\u306e\u6539\u5584<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u3069\u3093\u306a\u306b\u6210\u529f\u3057\u3066\u3044\u308b\u4f01\u696d\u3067\u3042\u3063\u3066\u3082\u3001\u304a\u5ba2\u69d8\u304b\u3089\u5b66\u3076\u3079\u304d\u3053\u3068\u306f\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u304a\u5ba2\u69d8\u304c\u6c42\u3081\u3066\u3044\u308b\u306e\u306f\u3001\u5373\u65e5\u914d\u9001\u3084\u8fc5\u901f\u306a\u914d\u9001\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u3057\u3087\u3046\u304b\uff1f\u5e38\u6642\u63a5\u7d9a\u53ef\u80fd\u306a\u30e9\u30a4\u30d6\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30c1\u30e3\u30cd\u30eb\u3092\u7acb\u3061\u4e0a\u3052\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u304b\uff1f\u81ea\u793e\u306e\u88fd\u54c1\u3084\u30b5\u30fc\u30d3\u30b9\u306f\u304a\u5ba2\u69d8\u306e\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3057\u3066\u3044\u308b\u306e\u304b\u3001\u6e80\u305f\u3057\u3066\u3044\u306a\u3044\u306e\u3067\u3042\u308c\u3070\u3001\u4f55\u3092\u5909\u3048\u308c\u3070\u3088\u3044\u306e\u304b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u9867\u5ba2\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u307f\u3001\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306f\u4e00\u822c\u6d88\u8cbb\u8005\u306e\u30cb\u30fc\u30ba\u3092\u771f\u306b\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><strong>\u3082\u8aad\u3093\u3067\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/www.kolabtree.com\/blog\/5-companies-using-big-data-and-ai-to-improve-performance\/\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068AI\u3092\u6d3b\u7528\u3057\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b5\u3064\u306e\u4f01\u696d<\/a><\/strong><\/p>\n<h2><span class=\"ez-toc-section\" id=\"2_Better_Demand_Preparedness\"><\/span><b>2.\u9700\u8981\u3078\u306e\u5bfe\u5fdc\u529b\u5f37\u5316<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u307b\u3068\u3093\u3069\u306e\u4f01\u696d\u3067\u306f\u3001\u30b7\u30fc\u30ba\u30f3\u4e2d\u306b\u9700\u8981\u304c\u5927\u5e45\u306b\u5897\u52a0\u3059\u308b\u4e00\u65b9\u3067\u3001\u4e00\u6642\u7684\u306b\u9700\u8981\u304c\u6e1b\u5c11\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u4fa1\u683c\u3001\u6642\u4e8b\u554f\u984c\u3001\u65b0\u88fd\u54c1\u306e\u767a\u58f2\u306a\u3069\u3001\u305d\u306e\u4ed6\u306e\u8981\u56e0\u3082\u5f71\u97ff\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4e88\u6e2c\u5206\u6790\u306f\u3001\u9700\u8981\u52d5\u5411\u306e\u8a08\u753b\u3092\u7acb\u3066\u308b\u306e\u306b\u5f79\u7acb\u3061\u3001\u30d3\u30b8\u30cd\u30b9\u304c\u5909\u5316\u3059\u308b\u6f6e\u76ee\u306b\u3046\u307e\u304f\u5099\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u9700\u8981\u304c\u6e1b\u5c11\u3059\u308b\u3068\u3001\u5728\u5eab\u88dc\u5145\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u9045\u304f\u306a\u308a\u3001\u7121\u99c4\u3092\u7701\u3044\u3066\u30b3\u30b9\u30c8\u3092\u4e0b\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u9006\u306b\u3001\u9700\u8981\u304c\u6025\u5897\u3057\u305f\u5834\u5408\u306f\u3001\u305d\u306e\u5909\u5316\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306b\u3059\u3079\u3066\u3092\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u591a\u304f\u306e\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u81ea\u52d5\u5316\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3053\u3068\u304c\u6700\u5927\u306e\u7279\u5fb4\u3067\u3059\u3002<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"3_Optimized_Product_Management\"><\/span><b>3.\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u6700\u9069\u5316<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u901a\u5e38\u3001\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u306f1\u3064\u307e\u305f\u306f2\u3064\u306e\u88fd\u54c1\u3067\u7acb\u3061\u4e0a\u3052\u307e\u3059\u304c\u3001\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u5728\u5eab\u304c\u5897\u3048\u3066\u3044\u304f\u306e\u306f\u5f53\u7136\u306e\u3053\u3068\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u88fd\u54c1\u3092\u767a\u58f2\u3059\u308b\u969b\u306b\u554f\u984c\u3068\u306a\u308b\u306e\u306f\u3001\u4fdd\u8a3c\u304c\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u3057\u304b\u3057\u3001\u4e88\u6e2c\u5206\u6790\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u8a08\u753b\u3057\u305f\u767a\u58f2\u304c\u58f2\u308c\u308b\u304b\u3069\u3046\u304b\u3001\u9867\u5ba2\u304c\u65b0\u3057\u3044\u30a2\u30a4\u30c7\u30a2\u3092\u53d7\u3051\u5165\u308c\u3066\u304f\u308c\u308b\u304b\u3069\u3046\u304b\u3092\u898b\u6975\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u7279\u306b\u8cc7\u91d1\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u306b\u3068\u3063\u3066\u306f\u3001\u5931\u6557\u3084\u640d\u5931\u306e\u30ea\u30b9\u30af\u3092\u6e1b\u3089\u3059\u305f\u3081\u306b\u5fc5\u8981\u306a\u3053\u3068\u3067\u3059\u3002\u305f\u3063\u305f\u4e00\u5ea6\u306e\u30ed\u30fc\u30f3\u30c1\u306e\u5931\u6557\u304c\u3001\u30d3\u30b8\u30cd\u30b9\u3092\u5b89\u5b9a\u3055\u305b\u308b\u304b\u5931\u6557\u3055\u305b\u308b\u304b\u306e\u5206\u304b\u308c\u76ee\u306b\u306a\u308b\u3053\u3068\u3082\u591a\u3044\u306e\u3067\u3059\u3002<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"4_Targeted_Marketing\"><\/span><b>4.\u30bf\u30fc\u30b2\u30c3\u30c8\u30fb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u901a\u5e38\u3001\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u306f\u3001\u30cb\u30c3\u30c1\u306a\u5206\u91ce\u3084\u5c0f\u3055\u306a\u9867\u5ba2\u5c64\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001\u6210\u529f\u3092\u53ce\u3081\u305f\u5f8c\u3001\u6700\u7d42\u7684\u306b\u306f\u679d\u5206\u304b\u308c\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u30ea\u30b9\u30af\u306f\u9650\u5b9a\u3055\u308c\u307e\u3059\u304c\u3001\u3088\u308a\u5b89\u5168\u306a\u6210\u9577\u30eb\u30fc\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u3057\u304b\u3057\u3001\u4e88\u6e2c\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u3092\u4f7f\u3048\u3070\u3001\u4f01\u696d\u306f\u6f5c\u5728\u7684\u306a\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u3092\u3088\u308a\u8a73\u7d30\u306b\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u7279\u5b9a\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u5bfe\u3059\u308b\u4f53\u9a13\u3084\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3092\u5fae\u8abf\u6574\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u65b0\u305f\u306a\u5c64\u306b\u3082\u624b\u3092\u5e83\u3052\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u88fd\u54c1\u306b\u8208\u5473\u3092\u6301\u3064\u53ef\u80fd\u6027\u306e\u3042\u308b\u65b0\u898f\u9867\u5ba2\u3092\u6398\u308a\u4e0b\u3052\u3066\u898b\u3064\u3051\u51fa\u3057\u3001\u305d\u306e\u4eba\u305f\u3061\u3092\u3069\u306e\u3088\u3046\u306b\u30a8\u30f3\u30b2\u30fc\u30b8\u3057\u305f\u308a\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u306b\u3057\u305f\u308a\u3059\u308b\u304b\u306b\u3064\u3044\u3066\u3001\u3044\u304f\u3064\u304b\u306e\u63d0\u6848\u3092\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"5_Product_Quality_Enhancements\"><\/span><b>5.\u88fd\u54c1\u54c1\u8cea\u306e\u5411\u4e0a<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u88fd\u54c1\u306e\u958b\u767a\u3084\u30b5\u30d7\u30e9\u30a4\u30e4\u30fc\u306e\u9078\u5b9a\u306b\u304a\u3044\u3066\u306f\u3001\u4f7f\u7528\u3059\u308b\u7d20\u6750\u306e\u54c1\u8cea\u304c\u5927\u304d\u306a\u9055\u3044\u3092\u751f\u3080\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u3042\u308b\u30b5\u30d7\u30e9\u30a4\u30e4\u30fc\u304b\u3089\u5225\u306e\u30b5\u30d7\u30e9\u30a4\u30e4\u30fc\u306b\u5909\u66f4\u3059\u308b\u3068\u3001\u88fd\u54c1\u306e\u54c1\u8cea\u304c\u4f4e\u4e0b\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u54c1\u8cea\u306e\u5909\u5316\u306f\u3001\u5c11\u306a\u304f\u3068\u3082\u9867\u5ba2\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u304c\u306a\u3051\u308c\u3070\u3001\u5fc5\u305a\u3057\u3082\u660e\u3089\u304b\u3067\u306f\u306a\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u305d\u3053\u3067\u5f79\u7acb\u3064\u306e\u304c\u3001\u4e88\u6e2c\u5206\u6790\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30c4\u30fc\u30eb\u306f\u3001\u7279\u5b9a\u306e\u5909\u5316\u304c\u826f\u3044\u3082\u306e\u304b\u60aa\u3044\u3082\u306e\u304b\u3001\u304a\u5ba2\u69d8\u304c\u3069\u306e\u3088\u3046\u306b\u53cd\u5fdc\u3059\u308b\u304b\u306a\u3069\u3092\u898b\u5206\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u5927\u304d\u306a\u5909\u5316\u304c\u3042\u3063\u305f\u3068\u304d\u306b\u306f\u3001\u304a\u5ba2\u69d8\u306e\u58f0\u3092\u3088\u308a\u65e9\u304f\u3059\u304f\u3044\u4e0a\u3052\u3066\u307e\u3068\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001\u9867\u5ba2\u6e80\u8db3\u5ea6\u3092\u9ad8\u3081\u308b\u3068\u3044\u3046\u610f\u5473\u3067\u3001\u3088\u308a\u53cd\u5fdc\u306e\u826f\u3044\u30d3\u30b8\u30cd\u30b9\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Combine_With_AB_Testing_for_Maximum_Success\"><\/span><b>A\/B\u30c6\u30b9\u30c8\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u6700\u5927\u306e\u6210\u529f\u3092<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u4e88\u6e2c\u5206\u6790\u306f\u3001\u9867\u5ba2\u304c\u4f55\u3092\u3069\u306e\u3088\u3046\u306b\u884c\u3063\u3066\u3044\u308b\u304b\u306b\u3064\u3044\u3066\u306e\u7406\u89e3\u3092\u6df1\u3081\u308b\u306e\u306b\u5f79\u7acb\u3064\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u300c\u306a\u305c\u300d\u306b\u3064\u3044\u3066\u306f\u307e\u3060\u8b0e\u306b\u5305\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u3053\u3067\u3001\u56e0\u679c\u63a8\u8ad6 <\/span><a href=\"https:\/\/medium.com\/elfsight-blog\/how-to-run-a-b-testing-a-checklist-youll-want-to-bookmark-99c75aa9860b\"><span style=\"font-weight: 400;\">\u307e\u305f\u306fA\/B\u30c6\u30b9\u30c8\u304c\u6d3b\u8e8d\u3059\u308b<\/span><\/a><span style=\"font-weight: 400;\">.\u4e88\u6e2c\u5206\u6790\u3068A\/B\u30c6\u30b9\u30c8\u3068\u3044\u30462\u3064\u306e\u624b\u6cd5\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u306f\u529b\u3092\u767a\u63ee\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u305d\u308c\u306f\u3001\u65e2\u5b58\u306e\u304a\u5ba2\u69d8\u3084\u6f5c\u5728\u7684\u306a\u304a\u5ba2\u69d8\u306e\u30cb\u30fc\u30ba\u3092\u5148\u53d6\u308a\u3057\u3066\u3001\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u6210\u9577\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u6700\u7d42\u7684\u306b\u306f\u3001\u30b5\u30dd\u30fc\u30c8\u306e\u6301\u7d9a\u7684\u306a\u30c1\u30e3\u30cd\u30eb\u304c\u3001\u3069\u3093\u306a\u30d3\u30b8\u30cd\u30b9\u3082\u652f\u3048\u3066\u304f\u308c\u308b\u3002\u30d7\u30ec\u30c7\u30a3\u30af\u30c6\u30a3\u30d6\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306f\u3001\u305d\u306e\u3088\u3046\u306a\u3053\u3068\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u8db3\u304c\u304b\u308a\u3068\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>Kolabtree\u306e\u30b0\u30ed\u30fc\u30d0\u30eb\u30d7\u30fc\u30eb\u3067\u306f <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/data-analysis?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=Predictive-Analytics-Startups\">\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8<\/a> \u305d\u3057\u3066 <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/machine-learning\">\u6a5f\u68b0\u5b66\u7fd2\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8<\/a> \u306f\u3001\u8907\u6570\u306e\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3084\u4e2d\u5c0f\u4f01\u696d\u304c\u4e88\u6e2c\u5206\u6790\u3084\u4e88\u6e2c\u3092\u5229\u7528\u3057\u3066\u30d3\u30b8\u30cd\u30b9\u3092\u6539\u5584\u3059\u308b\u3053\u3068\u3092\u652f\u63f4\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6295\u7a3f\u306f\u7121\u6599\u3067\u3001\u3059\u3050\u306b\u59cb\u3081\u3089\u308c\u307e\u3059\u3002<\/strong><\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Startups use data analytics to streamline their processes, target specific audiences, identify opportunities and achieve quick growth. Here are five ways predictive analytics can help startups and SMBs.\u00a0 It\u2019s a competitive world out there, even more so for budding businesses. Among the sea of already established organizations and brands, there are just as many \u2014 if not more \u2014 new operations springing up each day. It means that any startup, big or small, absolutely must gain a leg up if it has any hope to succeed. It ties directly into one of the most important aspects of any successful business, which is creating a sustained or perpetual system of growth.<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-ways-predictive-analytics-can-help-startups\/\" title=\"\u7d9a\u304d\u3092\u8aad\u3080\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/div>","protected":false},"author":12,"featured_media":6741,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[317,398,433],"tags":[],"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>5 Ways Predictive Analytics Can Help Startups Grow - The Kolabtree Blog<\/title>\n<meta name=\"description\" content=\"Predictive analytics can help startups get on a level playing field as their competitors. Here&#039;s how it can change the game for small businesses.\" \/>\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\/5-ways-predictive-analytics-can-help-startups\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"5 Ways Predictive Analytics Can Help Startups Grow\" \/>\n<meta property=\"og:description\" content=\"Predictive analytics can help startups get on a level playing field as their competitors. Here&#039;s how it can change the game for small businesses.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kolabtree.com\/blog\/ja\/5-ways-predictive-analytics-can-help-startups\/\" \/>\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=\"2020-01-09T12:32:50+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-01-09T12:36:13+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2020\/01\/office-1209640_1280.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"854\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Ramya Sriram\" \/>\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=\"Ramya Sriram\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"7\u5206\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"5 Ways Predictive Analytics Can Help Startups Grow - The Kolabtree Blog","description":"Predictive analytics can help startups get on a level playing field as their competitors. 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