{"id":702,"date":"2026-01-20T00:17:10","date_gmt":"2026-01-20T08:17:10","guid":{"rendered":"https:\/\/www.couchbase.com\/\/what-is-big-data-analytics\/"},"modified":"2026-08-03T05:07:51","modified_gmt":"2026-08-03T12:07:51","slug":"what-is-big-data-analytics","status":"publish","type":"concepts","link":"https:\/\/www.couchbase.com\/ja\/resources\/concepts\/what-is-big-data-analytics\/","title":{"rendered":"\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u3068\u306f\u4f55\u304b\uff1f"},"content":{"rendered":"<div class=\"wp-block-group alignfull wp-block-hero is-layout-constrained wp-container-core-group-is-layout-f8f7ee75 wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--2-xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--2-xl);padding-left:var(--wp--preset--spacing--lg)\">\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex 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src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/full-orange-star-4.png\" alt=\"\" class=\"wp-image-576\" style=\"border-top-left-radius:var(--wp--custom--border-radius--card);border-top-right-radius:var(--wp--custom--border-radius--card);border-bottom-left-radius:var(--wp--custom--border-radius--card);border-bottom-right-radius:var(--wp--custom--border-radius--card)\"\/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-container-core-group-is-layout-13ab9bce wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-bottom:var(--wp--preset--spacing--2-xl)\">\n<h2 id=\"h-overview-of-big-data-analytics\" class=\"wp-block-heading\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306e\u6982\u8981<\/h2>\n\n\n\n<p 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href=\"#h-types-of-big-data-analytics\" type=\"internal\" id=\"#h-types-of-big-data-analytics\" class=\"scrollToHash\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306e\u7a2e\u985e<\/a><\/li>\n\n\n\n<li><a href=\"#h-benefits-of-big-data-analytics\" type=\"internal\" id=\"#h-benefits-of-big-data-analytics\" class=\"scrollToHash\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306e\u30e1\u30ea\u30c3\u30c8<\/a><\/li>\n\n\n\n<li><a href=\"#h-use-cases-for-big-data-analytics\" type=\"internal\" id=\"#h-use-cases-for-big-data-analytics\" class=\"scrollToHash\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306e\u4f7f\u7528\u4f8b<\/a><\/li>\n\n\n\n<li><a href=\"#h-challenges-with-big-data-analytics\" type=\"internal\" id=\"#h-challenges-with-big-data-analytics\" class=\"scrollToHash\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306e\u8ab2\u984c<\/a><\/li>\n\n\n\n<li><a href=\"#h-big-data-analytics-tools\" type=\"internal\" id=\"#h-big-data-analytics-tools\" class=\"scrollToHash\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb<\/a><\/li>\n\n\n\n<li><a href=\"#h-how-couchbase-helps-with-big-data-analytics\" type=\"internal\" id=\"#h-how-couchbase-helps-with-big-data-analytics\" class=\"scrollToHash\">Couchbase\u306f\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306b\u3069\u306e\u3088\u3046\u306b\u5f79\u7acb\u3064\u304b<\/a><\/li>\n\n\n\n<li><a href=\"#h-conclusion\" type=\"internal\" id=\"#h-conclusion\" class=\"scrollToHash\">\u7d50\u8ad6<\/a><\/li>\n<\/ul>\n\n\n\n<h2 id=\"h-what-is-big-data\" class=\"wp-block-heading\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u4f55\u304b\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3068\u3044\u3046\u8a00\u8449\u304c\u3042\u308b\u3002<a href=\"https:\/\/en.wikipedia.org\/wiki\/Big_data\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf<\/a>\"\u3068\u306f\u3001\u69cb\u9020\u5316\u3001\u534a\u69cb\u9020\u5316\u3001\u975e\u69cb\u9020\u5316\u3001\u305d\u3057\u3066\u591a\u304f\u306e\u5834\u5408\u306f3\u3064\u306e\u30bf\u30a4\u30d7\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u3042\u308b\u3001\u5927\u91cf\u306e\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u51e6\u7406\u306e\u3053\u3068\u3067\u3042\u308b\u3002\u7d44\u7e54\u306f\u901a\u5e38\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u3088\u3046\u306a\u5185\u90e8\u30bd\u30fc\u30b9\u3084\u3001\u30cb\u30e5\u30fc\u30b9\u3001\u5929\u6c17\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u306e\u3088\u3046\u306a\u5916\u90e8\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u3002\u305d\u306e\u591a\u69d8\u6027\u3068\u91cf\u306e\u591a\u3055\u304b\u3089\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306b\u306f\u56fa\u6709\u306e\u8907\u96d1\u3055\u304c\u4f34\u3046\u3002<\/p>\n\n\n\n<h2 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class=\"wp-block-paragraph\">\u30d7\u30ea\u30b9\u30af\u30ea\u30d7\u30c6\u30a3\u30d6\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306f\u3001\u8907\u96d1\u306a\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30fb\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u3063\u3066\u3001\"<span>\u6b21\u5584\u306e\u7b56\u306f\u4f55\u304b<\/span>\u300c\u8a18\u8ff0\u7684\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3068\u4e88\u6e2c\u7684\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u7d50\u679c\u306b\u57fa\u3065\u304f\u3002\u7406\u60f3\u7684\u306b\u306f\u3001\u51e6\u65b9\u7684\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306f\u30d3\u30b8\u30cd\u30b9\u6700\u9069\u5316\u306e\u305f\u3081\u306e\u63a8\u5968\u4e8b\u9805\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"h-benefits-of-big-data-analytics\" class=\"wp-block-heading\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306e\u30e1\u30ea\u30c3\u30c8\n<\/h2>\n\n\n\n<p 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class=\"wp-block-list\">\n<li>\u6226\u7565\u7684\u610f\u601d\u6c7a\u5b9a\u306e\u305f\u3081\u306b\u3001\u904e\u53bb\u306e\u50be\u5411\u3092\u7406\u89e3\u3057\u3001\u5c06\u6765\u306e\u7d50\u679c\u3092\u4e88\u6e2c\u3059\u308b\u305f\u3081\u306b\u5229\u7528\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9\u3092\u6700\u9069\u5316\u3057\u3001\u52b9\u7387\u5316\u3059\u308b\u3053\u3068\u3067\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u9867\u5ba2\u306e\u7279\u6027\u3001\u55dc\u597d\u3001\u611f\u60c5\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30aa\u30d5\u30a1\u30fc\u3084\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\u3057\u3001\u9867\u5ba2\u3068\u306e\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3092\u9ad8\u3081\u308b\u3002<\/li>\n\n\n\n<li>\u696d\u52d9\u306b\u5bfe\u3059\u308b\u610f\u8b58\u306e\u5411\u4e0a\u306b\u3088\u308b\u4f01\u696d\u30ea\u30b9\u30af\u306e\u4f4e\u6e1b<\/li>\n<\/ul>\n\n\n\n<h2 id=\"h-use-cases-for-big-data-analytics\" class=\"wp-block-heading\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306e\u4f7f\u7528\u4f8b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u904e\u53bb\u306e\u50be\u5411\u3092\u628a\u63e1\u3057\u3001\u72b6\u6cc1\u8a8d\u8b58\u306b\u57fa\u3065\u3044\u3066\u63a8\u5968\u3092\u63d0\u4f9b\u3059\u308b\u80fd\u529b\u3092\u6301\u3064\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u89e3\u6790\u306f\u3001\u3042\u3089\u3086\u308b\u696d\u754c\u306e\u3042\u3089\u3086\u308b\u898f\u6a21\u306e\u7d44\u7e54\u306b\u3068\u3063\u3066\u975e\u5e38\u306b\u5927\u304d\u306a\u4fa1\u5024\u3092\u6301\u3061\u307e\u3059\u304c\u3001\u7279\u306b\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u30d5\u30c3\u30c8\u30d7\u30ea\u30f3\u30c8\u3092\u6301\u3064\u5927\u4f01\u696d\u306b\u3068\u3063\u3066\u91cd\u8981\u3067\u3059\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5b9f\u7528\u7684\u306a\u4f7f\u7528\u4f8b\u3068\u3057\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3066\u8d85\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u5c0f\u58f2\u4f01\u696d<\/li>\n\n\n\n<li>\u88fd\u9020\u696d\u304c\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u3084\u7d44\u7acb\u4f5c\u696d\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3067\u3001\u6545\u969c\u3084\u6df7\u4e71\u3092\u4e8b\u524d\u306b\u4e88\u6e2c\u3057\u3001\u30b3\u30b9\u30c8\u306e\u304b\u304b\u308b\u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u3092\u56de\u907f\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u516c\u76ca\u4e8b\u696d\u4f1a\u793e\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u901a\u3058\u3066\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u3092\u5b9f\u884c\u3057\u3001\u554f\u984c\u3092\u7279\u5b9a\u3057\u3066\u305d\u306e\u5834\u3067\u904b\u7528\u3092\u8abf\u6574\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u6d88\u8cbb\u8ca1\u30e1\u30fc\u30ab\u30fc\u304c\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30fb\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3084\u88fd\u54c1\u306e\u65b9\u5411\u6027\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306b\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u4e0a\u3067\u81ea\u793e\u88fd\u54c1\u306b\u5bfe\u3059\u308b\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u3092\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u3066\u3044\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306f\u3001\u5b9f\u7528\u7684\u306a\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001\u4f01\u696d\u5185\u306e\u55b6\u696d\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3057\u3001\u53ce\u76ca\u3092\u5897\u52a0\u3055\u305b\u3001\u9867\u5ba2\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3092\u5411\u4e0a\u3055\u305b\u308b\u65b9\u6cd5\u306e\u307b\u3093\u306e\u4e00\u4f8b\u306b\u904e\u304e\u306a\u3044\u3002<\/p>\n\n\n\n<h2 id=\"h-challenges-with-big-data-analytics\" class=\"wp-block-heading\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306e\u8ab2\u984c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306b\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u5f62\u5f0f\u306e\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u308b\u305f\u3081\u3001\u30bf\u30a4\u30e0\u30ea\u30fc\u3055\u3001\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u306e\u3057\u3084\u3059\u3055\u3001\u76ee\u6a19\u306b\u9069\u3057\u305f\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u9078\u629e\u306a\u3069\u3001\u7d44\u7e54\u304c\u8003\u616e\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u8907\u96d1\u3055\u3068\u7279\u6709\u306e\u8ab2\u984c\u304c\u3042\u308a\u307e\u3059\u3002\u7d44\u7e54\u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u30a4\u30cb\u30b7\u30a2\u30c1\u30d6\u3092\u8a08\u753b\u3059\u308b\u969b\u306b\u306f\u3001\u3053\u308c\u3089\u306e\u8ab2\u984c\u306b\u7559\u610f\u3057\u3066\u304f\u3060\u3055\u3044\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6d1e\u5bdf\u306b\u9577\u3044\u6642\u9593 <\/strong><br>\n\u53ef\u80fd\u306a\u9650\u308a\u8fc5\u901f\u306b\u696d\u52d9\u4e0a\u306e\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u306f\u3001\u3042\u3089\u3086\u308b\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u53d6\u308a\u7d44\u307f\u306e\u7a76\u6975\u306e\u76ee\u6a19\u3067\u3042\u308b\u3002\u3057\u304b\u3057\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u3067\u306f\u901a\u5e38\u3001\u7570\u7a2e\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u30b3\u30d4\u30fc\u3057\u3001\u6b21\u306e\u3088\u3046\u306a\u65b9\u6cd5\u3067\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u306b\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002 <a href=\"https:\/\/en.wikipedia.org\/wiki\/Extract,_transform,_load\">\u96fb\u7dcf\u7814<\/a> \u6642\u9593\u304c\u304b\u304b\u308b\u30d7\u30ed\u30bb\u30b9 - 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class=\"wp-block-paragraph\"><strong>\u30c7\u30fc\u30bf\u306e\u69cb\u6210\u3068\u54c1\u8cea<\/strong><br>\n\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306f\u3001\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u65b9\u6cd5\u3067\u4fdd\u5b58\u3055\u308c\u3001\u6574\u7406\u3055\u308c\u308b\u3079\u304d\u3067\u3042\u308b\u3002\u69d8\u3005\u306a\u30bd\u30fc\u30b9\u304b\u3089\u69d8\u3005\u306a\u5f62\u5f0f\u3067\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u305f\u3081\u3001\u7d44\u7e54\u306f\u30c7\u30fc\u30bf\u54c1\u8cea\u7ba1\u7406\u3092\u5b9f\u65bd\u3059\u308b\u305f\u3081\u306b\u591a\u5927\u306a\u6642\u9593\u3001\u52b4\u529b\u3001\u30ea\u30bd\u30fc\u30b9\u3092\u6295\u8cc7\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30c7\u30fc\u30bf\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc<\/strong><br>\n\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30fb\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u542b\u307e\u308c\u308b\u30c7\u30fc\u30bf\u8981\u7d20\u306e\u6f5c\u5728\u7684\u306a\u6a5f\u5bc6\u6027\u304b\u3089\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306e\u554f\u984c\u3092\u5f15\u304d\u8d77\u3053\u3059\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u8ee2\u9001\u306f\u6697\u53f7\u5316\u3055\u308c\u3001\u30a2\u30af\u30bb\u30b9\u306f\u5b8c\u5168\u306b\u76e3\u67fb\u53ef\u80fd\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u8a8d\u8a3c\u60c5\u5831\u306b\u3088\u3063\u3066\u5236\u5fa1\u3055\u308c\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u304c\u3001\u30c7\u30fc\u30bf\u306e\u5206\u6790\u65b9\u6cd5\u3082\u8003\u616e\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u4f8b\u3048\u3070\u3001\u533b\u7642\u30b7\u30b9\u30c6\u30e0\u3067\u60a3\u8005\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u305f\u3044\u3068\u601d\u3046\u304b\u3082\u3057\u308c\u306a\u3044\u3002\u3057\u304b\u3057\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u898f\u5236\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u3092\u5225\u306e\u5834\u6240\u306b\u30b3\u30d4\u30fc\u3057\u305f\u308a\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u306b\u4f7f\u7528\u3057\u305f\u308a\u3059\u308b\u524d\u306b\u533f\u540d\u5316\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306b\u304a\u3051\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3078\u306e\u5bfe\u5fdc\u306f\u3001\u8907\u96d1\u3067\u6642\u9593\u306e\u304b\u304b\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306b\u9069\u3057\u305f\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u898b\u3064\u3051\u308b<\/strong><br>\n\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3001\u51e6\u7406\u3001\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u4f55\u5e74\u3082\u524d\u304b\u3089\u5229\u7528\u53ef\u80fd\u3067\u3042\u308a\u3001\u591a\u304f\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3084\u63a1\u7528\u53ef\u80fd\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u3042\u308b\u3002\u7d44\u7e54\u306f\u76ee\u6a19\u3092\u6c7a\u5b9a\u3057\u3001\u30a4\u30f3\u30d5\u30e9\u3001\u8981\u4ef6\u3001\u5c02\u9580\u77e5\u8b58\u306e\u30ec\u30d9\u30eb\u306b\u6700\u9069\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u898b\u3064\u3051\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002\u7d44\u7e54\u306f\u5c06\u6765\u306e\u8981\u4ef6\u3092\u8003\u616e\u3057\u3001\u9078\u629e\u3057\u305f\u6280\u8853\u30b9\u30bf\u30c3\u30af\u304c\u30cb\u30fc\u30ba\u3068\u3068\u3082\u306b\u9032\u5316\u3067\u304d\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<h2 id=\"h-big-data-analytics-tools\" class=\"wp-block-heading\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3001\u51e6\u7406\u3001\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3001\u5206\u6790\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u306e\u7279\u5b9a\u306e\u90e8\u5206\u3092\u4fc3\u9032\u3059\u308b\u305f\u3081\u306b\u9023\u643a\u3059\u308b\u69d8\u3005\u306a\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3042\u308b\u3002\u4e00\u822c\u7684\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308b\uff1a<\/p>\n\n\n\n<h3 id=\"h-hadoop\" class=\"wp-block-heading\">\u30cf\u30c9\u30fc\u30d7<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Hadoop\u306f\u3001Google MapReduce\u306e\u4e0a\u306b\u69cb\u7bc9\u3055\u308c\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u51e6\u7406\u306b\u7279\u5316\u3057\u3066\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u30022002\u5e74\u306b\u8a2d\u7acb\u3055\u308c\u305fHadoop\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u6280\u8853\u306b\u304a\u3051\u308b\u9577\u8001\u7684\u5b58\u5728\u3068\u8a00\u3048\u308b\u3002\u3053\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u5927\u91cf\u306e\u69cb\u9020\u5316\u30fb\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u304c\u3001Spark\u306e\u3088\u3046\u306a\u65b0\u3057\u3044\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u6280\u8853\u3068\u6bd4\u3079\u308b\u3068\u9045\u3044\u3002<\/p>\n\n\n\n<h3 id=\"h-spark\" class=\"wp-block-heading\">\u30b9\u30d1\u30fc\u30af<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Spark\u306fApache Foundation\u304c\u63d0\u4f9b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30af\u30e9\u30b9\u30bf\u30fb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3001\u30af\u30e9\u30b9\u30bf\u9593\u3067\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u884c\u3046\u305f\u3081\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3002Spark\u306f\u9ad8\u901f\u8a08\u7b97\u306e\u305f\u3081\u306e\u30d0\u30c3\u30c1\u51e6\u7406\u3068\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u3092\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u3001\u4e2d\u9593\u30c7\u30fc\u30bf\u3092\u30c7\u30a3\u30b9\u30af\u306b\u8aad\u307f\u66f8\u304d\u3059\u308b\u4ee3\u308f\u308a\u306b\u30a4\u30f3\u30e1\u30e2\u30ea\u3067\u5b9f\u884c\u3059\u308b\u305f\u3081\u3001\u4e00\u822c\u7684\u306bHadoop\u3088\u308a\u3082\u9ad8\u901f\u3060\u3002<\/p>\n\n\n\n<h3 id=\"h-nosql-databases\" class=\"wp-block-heading\">NoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">NoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3042\u308a\u3001\u901a\u5e38\u3001\u30c7\u30fc\u30bf\u3092JSON\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u3057\u3066\u683c\u7d0d\u3059\u308b\u3002\u3053\u308c\u306f\u67d4\u8edf\u3067\u30b9\u30ad\u30fc\u30de\u304c\u306a\u3044\u305f\u3081\u3001\u751f\u306e\u975e\u69cb\u9020\u5316\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u683c\u7d0d\u3068\u51e6\u7406\u306b\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u308b\u3002\u307e\u305f\u3001NoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u5206\u6563\u578b\u3067\u3042\u308a\u3001\u30ce\u30fc\u30c9\u306e\u30af\u30e9\u30b9\u30bf\u9593\u3067\u5b9f\u884c\u3055\u308c\u308b\u305f\u3081\u3001\u9ad8\u3044\u53ef\u7528\u6027\u3068\u8010\u969c\u5bb3\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u4e00\u90e8\u306eNoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u30a4\u30f3\u30e1\u30e2\u30ea\u3067\u306e\u5b9f\u884c\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30af\u30a8\u30ea\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u30bf\u30a4\u30e0\u304c\u975e\u5e38\u306b\u9ad8\u901f\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<h3 id=\"h-kafka\" class=\"wp-block-heading\">\u30ab\u30d5\u30ab<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Apache Kafka\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u5206\u6563\u30a4\u30d9\u30f3\u30c8\u30fb\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3001\u30a6\u30a7\u30d6\u3084\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30ed\u30b0\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u6307\u5411\u30df\u30c9\u30eb\u30a6\u30a7\u30a2\u306a\u3069\u306e\u30d1\u30d6\u30ea\u30c3\u30b7\u30e3\u30fc\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3059\u308b\u3002Kafka\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3084\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306b\u5f79\u7acb\u3064\u3002<\/p>\n\n\n\n<h3 id=\"h-machine-learning-tools\" class=\"wp-block-heading\">\u6a5f\u68b0\u5b66\u7fd2\u30c4\u30fc\u30eb<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u306f\u901a\u5e38\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6d3b\u7528\u3057\u3066\u3001\u7d50\u679c\u306e\u4e88\u6e2c\u3001\u4e88\u6e2c\u3001\u63a8\u5968\u306e\u63d0\u4f9b\u3001\u30c7\u30fc\u30bf\u5185\u306e\u30d1\u30bf\u30fc\u30f3\u306e\u8a8d\u8b58\u306a\u3069\u3092\u884c\u3046\u3002\u6a5f\u68b0\u5b66\u7fd2\u30c4\u30fc\u30eb\u306b\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u6790\u306b\u4f7f\u7528\u3067\u304d\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u30d0\u30f3\u30c9\u30eb\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001scikit-learn\u3001PyTorch\u3001TensorFlow\u3001KNIME\u306a\u3069\u3001\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u9078\u629e\u80a2\u304c\u8c4a\u5bcc\u306b\u3042\u308b\u3002<\/p>\n\n\n\n<h3 id=\"h-data-visualization-and-business-intelligence-tools\" class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u304a\u3088\u3073\u30d3\u30b8\u30cd\u30b9\u30fb\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u30fb\u30c4\u30fc\u30eb<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c1\u30e3\u30fc\u30c8\u3001\u30b0\u30e9\u30d5\u3001\u8868\u3001\u30de\u30c3\u30d7\u306a\u3069\u306e\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u3092\u901a\u3058\u3066\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u304b\u3089\u306e\u6d1e\u5bdf\u3092\u4f1d\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u3084\u30d3\u30b8\u30cd\u30b9\u30fb\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u30fb\u30c4\u30fc\u30eb\u306f\u3001\u5206\u6790\u7d50\u679c\u3092\u7c21\u6f54\u306b\u8868\u73fe\u3057\u3001\u591a\u304f\u306e\u30c4\u30fc\u30eb\u306f\u3001\u4e3b\u8981\u306a\u6307\u6a19\u3092\u76e3\u8996\u3057\u3001\u554f\u984c\u306b\u5bfe\u3059\u308b\u30a2\u30e9\u30fc\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u4f5c\u6210\u306b\u7279\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"h-how-couchbase-helps-with-big-data-analytics\" class=\"wp-block-heading\">Couchbase\u306f\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306b\u3069\u306e\u3088\u3046\u306b\u5f79\u7acb\u3064\u304b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.couchbase.com\/ja\/products\/capella\/\">Couchbase \u30ab\u30da\u30e9<\/a> \u306f\u3001SQL\u3084ACID\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3068\u3044\u3063\u305f\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5f37\u307f\u3068\u3001JSON\u306e\u67d4\u8edf\u6027\u3084\u30b9\u30b1\u30fc\u30eb\u3092\u878d\u5408\u3055\u305b\u305f\u5206\u6563\u578b\u30af\u30e9\u30a6\u30c9\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Capella\u306f\u3001\u9ad8\u901f\u5316\u306e\u305f\u3081\u306e\u30a4\u30f3\u30e1\u30e2\u30ea\u51e6\u7406\u3001\u9ad8\u53ef\u7528\u6027\u3068\u30d5\u30a7\u30a4\u30eb\u30aa\u30fc\u30d0\u30fc\u306e\u305f\u3081\u306e\u81ea\u52d5\u30c7\u30fc\u30bf\u8907\u88fd\u3001\u30a2\u30d7\u30ea\u306b\u691c\u7d22\u3092\u8ffd\u52a0\u3059\u308b\u305f\u3081\u306e\u7d44\u307f\u8fbc\u307f\u306e\u5168\u6587\u691c\u7d22\u3001\u30c7\u30fc\u30bf\u306e\u5909\u5316\u306b\u57fa\u3065\u3044\u3066\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u30c8\u30ea\u30ac\u30fc\u3059\u308b\u305f\u3081\u306e\u30a4\u30d9\u30f3\u30c8\u6a5f\u80fd\u306a\u3069\u3001\u30de\u30eb\u30c1\u30e2\u30c7\u30eb\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u3002\u3055\u3089\u306b\u3001AI\u30d9\u30fc\u30b9\u306e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30fb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3067\u3042\u308b <a class=\"aspect-ratio-modal content-link\" href=\"https:\/\/youtu.be\/ldVRElRSswU?feature=shared\">\u30ab\u30da\u30e9iQ<\/a> \u30af\u30a8\u30ea\u306e\u4f5c\u6210\u3084\u30c7\u30fc\u30bf\u64cd\u4f5c\u3092\u652f\u63f4\u3059\u308b\u305f\u3081\u3001\u7c21\u5358\u306b\u5c0e\u5165\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">JSON\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30fb\u30b9\u30c8\u30ec\u30fc\u30b8\u30fb\u30e2\u30c7\u30eb\u3068\u30e1\u30e2\u30ea\u30fb\u30d5\u30a1\u30fc\u30b9\u30c8\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u304a\u304b\u3052\u3067\u3001Capella\u306f\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u306b\u7406\u60f3\u7684\u3067\u3042\u308b\u3002\u306a\u305c\u306a\u3089\u3001Capella\u306f\u5927\u91cf\u306e\u591a\u69d8\u306a\u534a\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u304a\u3088\u3073\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3067\u304d\u3001\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u30af\u30a8\u30ea\u3092\u8fc5\u901f\u306b\u5b9f\u884c\u3067\u304d\u308b\u304b\u3089\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Capella\u306f\u3001\u4ee5\u4e0b\u306e\u30b3\u30cd\u30af\u30bf\u3092\u4f7f\u7528\u3057\u3066\u3001\u4ed6\u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u3068\u30cd\u30a4\u30c6\u30a3\u30d6\u306b\u9023\u643a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002 <a href=\"https:\/\/docs.couchbase.com\/spark-connector\/current\/index.html\">\u30b9\u30d1\u30fc\u30af<\/a>, <a href=\"https:\/\/docs.couchbase.com\/kafka-connector\/current\/index.html\">\u30ab\u30d5\u30ab<\/a>\u305d\u3057\u3066 <a href=\"https:\/\/docs.couchbase.com\/tableau-connector\/current\/index.html\">\u30bf\u30d6\u30ed\u30fc<\/a> \u30c7\u30fc\u30bf\u53ef\u8996\u5316\u306e\u305f\u3081\u306b\u3001\u7d44\u7e54\u306f\u975e\u5e38\u306b\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u52b9\u7387\u7684\u306a\u5206\u6790\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f55\u3088\u308a\u3082\u3001\u30ab\u30da\u30e9\u306b\u306f <a href=\"https:\/\/www.couchbase.com\/ja\/products\/analytics\/\">\u5206\u6790<\/a>Capella\u306f\u3001\u904b\u7528\u30c7\u30fc\u30bf\u3092\u6642\u9593\u306e\u304b\u304b\u308bETL\u30d7\u30ed\u30bb\u30b9\u3067\u79fb\u52d5\u3055\u305b\u308b\u3053\u3068\u306a\u304f\u5206\u6790\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u300cCapella Analytics\u300d\u3092\u767a\u8868\u3057\u305f\u3002\u5206\u6790\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3001\u5206\u6790\u524d\u306b\u904b\u7528\u30c7\u30fc\u30bf\u3092\u30b3\u30d4\u30fc\u3059\u308b\u5fc5\u8981\u304c\u306a\u3044\u305f\u3081\u3001\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5206\u6790\u304c\u53ef\u80fd\u3067\u3001Capella\u30af\u30e9\u30b9\u30bf\u3001AWS S3\u3001Azure Blob Storage\u304b\u3089JSON\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u307f\u3001\u7d71\u5408\u3001\u5206\u6790\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<h2 id=\"h-conclusion\" class=\"wp-block-heading\">\u7d50\u8ad6<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u89e3\u6790\u306f\u3001\u554f\u984c\u9818\u57df\u306e\u767a\u898b\u3001\u6539\u5584\u306e\u305f\u3081\u306e\u63a8\u5968\u4e8b\u9805\u306e\u63d0\u4f9b\u3001\u6d88\u8cbb\u8005\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u306b\u5f79\u7acb\u3064\u53ef\u80fd\u6027\u306e\u9ad8\u3044\u884c\u52d5\u306e\u4e88\u6e2c\u3068\u3044\u3063\u305f\u80fd\u529b\u3092\u901a\u3058\u3066\u3001\u3088\u308a\u52b9\u7387\u7684\u3067\u7af6\u4e89\u529b\u306e\u3042\u308b\u3001\u9867\u5ba2\u4e2d\u5fc3\u306e\u7d44\u7e54\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u3092\u7d04\u675f\u3059\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Domino's\u304c\u3069\u306e\u3088\u3046\u306bCouchbase\u3092\u4f7f\u7528\u3057\u3066\u7d71\u5408\u3055\u308c\u305f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u3067\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u4f5c\u6210\u3057\u3066\u3044\u308b\u304b\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/www.couchbase.com\/ja\/customers\/dominos\/\">\u9867\u5ba2\u4e8b\u4f8b<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3057\u3066\u3001\u5fc5\u305a <a href=\"https:\/\/cloud.couchbase.com\/sign-up\">Couchbase Capella\u3092\u7121\u6599\u3067\u304a\u8a66\u3057\u304f\u3060\u3055\u3044\u3002<\/a> \u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/www.couchbase.com\/ja\/resources\/concepts\/\">\u30b3\u30f3\u30bb\u30d7\u30c8\u30fb\u30cf\u30d6<\/a> 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Big data analytics allows you to collect and analyze data to inform critical business decisions Overview of big data analytics Big data analytics uses advanced analytic techniques on massive volumes of complex data to gain actionable insights that can help reduce operating costs, increase revenue, and improve customer engagement within a company. This page will cover: What is big data? The term \u201cbig data\u201d refers to the collection and processing of large amounts of diverse data that could be structured, semi-structured, or unstructured and, in many cases, is a combination of all three types. Organizations typically collect the data from internal sources like operational business [&hellip;]<\/p>\n","protected":false},"author":73510,"featured_media":0,"menu_order":0,"template":"page-no-prefooter","meta":{"_acf_changed":false,"inline_featured_image":false,"_acf":"","footnotes":""},"couchbase_category":[22,23,24,25,19],"class_list":["post-702","concepts","type-concepts","status-publish","hentry","couchbase_category-analytics-use-case","couchbase_category-analytics-product-key-feature","couchbase_category-bi-analyst","couchbase_category-business-value","couchbase_category-technology-software-saas"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.6 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>What Is Big Data Analytics? | Concepts | Couchbase<\/title>\n<meta name=\"description\" content=\"This overview explains big data analytics, reviews big data use cases, and lists big data analytics tools you can use to help make business decisions.\" \/>\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.couchbase.com\/ja\/resources\/concepts\/what-is-big-data-analytics\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What Is Big Data Analytics? 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