{"id":116564,"date":"2025-10-28T15:00:17","date_gmt":"2025-10-28T08:00:17","guid":{"rendered":"https:\/\/wp.eastgate-software.com\/?p=116564"},"modified":"2026-04-02T14:06:32","modified_gmt":"2026-04-02T07:06:32","slug":"difference-between-machine-learning-deep-learning-2025-guide","status":"publish","type":"post","link":"https:\/\/wp.eastgate-software.com\/jp\/difference-between-machine-learning-deep-learning-2025-guide\/","title":{"rendered":"\u6a5f\u68b0\u5b66\u7fd2\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044 | 2025\u5e74\u7248\u30ac\u30a4\u30c9"},"content":{"rendered":"<p><span data-contrast=\"auto\">\u4eca\u65e5\u306eAI\u4e3b\u5c0e\u306e\u4f01\u696d\u74b0\u5883\u3067\u306f\u3001 <\/span><span data-contrast=\"auto\">\u6a5f\u68b0\u5b66\u7fd2\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044\u306f\u3001\u3082\u306f\u3084\u5358\u306a\u308b\u6280\u8853\u7684\u306a\u30cb\u30e5\u30a2\u30f3\u30b9\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u7af6\u4e89\u512a\u4f4d\u6027\u3092\u6c42\u3081\u308b\u88fd\u54c1\u30c1\u30fc\u30e0\u3001IT\u610f\u601d\u6c7a\u5b9a\u8005\u3001\u305d\u3057\u3066\u30d3\u30b8\u30cd\u30b9\u30ea\u30fc\u30c0\u30fc\u306b\u3068\u3063\u3066\u3001\u6226\u7565\u7684\u306a\u610f\u5473\u5408\u3044\u3092\u6301\u3061\u307e\u3059\u3002.<\/span><span data-contrast=\"auto\">\u00a0\u30de\u30c3\u30ad\u30f3\u30bc\u30fc\u306e <\/span><span style=\"color: #4970ae\"><a style=\"color: #4970ae\" href=\"https:\/\/www.ibm.com\/think\/topics\/ai-vs-machine-learning-vs-deep-learning-vs-neural-networks?\"><b>IBM<\/b><\/a><\/span><span data-contrast=\"auto\">, \u300c\u6a5f\u68b0\u5b66\u7fd2\u306f <\/span><span style=\"color: #4970ae\"><b>AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09<\/b><\/span><span data-contrast=\"auto\">\u201d\u300c\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u591a\u5c64\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u4e2d\u5fc3\u306b\u69cb\u7bc9\u3055\u308c\u305f\u6a5f\u68b0\u5b66\u7fd2\u306e\u30b5\u30d6\u30d5\u30a3\u30fc\u30eb\u30c9\u3067\u3059\u300d. <\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">\u4f01\u696d\u304c\u5206\u6790\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u62e1\u5927\u3057\u3001AI \u3092\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u3055\u3089\u306b\u6df1\u304f\u7d44\u307f\u8fbc\u3080\u306b\u3064\u308c\u3066\u3001\u3053\u306e\u9055\u3044\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u5272\u308a\u5f53\u3066\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3078\u306e\u6295\u8cc7\u3001\u4eba\u6750\u6226\u7565\u306b\u95a2\u3059\u308b\u91cd\u8981\u306a\u610f\u601d\u6c7a\u5b9a\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h2><span style=\"color: #4970ae\"><b>\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u4f55\u3067\u3059\u304b?<\/b>\u00a0<\/span><\/h2>\n<p><span style=\"color: #4970ae\"><a style=\"color: #4970ae\" href=\"https:\/\/wp.eastgate-software.com\/jp\/ai-vs-machine-learning-vs-deep-learning-understanding-the-differences\/\"><b>\u6a5f\u68b0\u5b66\u7fd2<\/b><\/a><\/span> <span data-contrast=\"auto\">\u30b7\u30b9\u30c6\u30e0\u304c\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3057\u3001\u7279\u5b9a\u306e\u30b7\u30ca\u30ea\u30aa\u3054\u3068\u306b\u660e\u793a\u7684\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u5e83\u7bc4\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u30af\u30e9\u30b9\u3092\u6307\u3057\u307e\u3059\u3002. <\/span><span style=\"color: #4970ae\"><a style=\"color: #4970ae\" href=\"https:\/\/www.gartner.com\/en\/information-technology\/glossary\/machine-learning?\"><b>\u30ac\u30fc\u30c8\u30ca\u30fc<\/b><\/a> <\/span><span data-contrast=\"auto\">\u7528\u8a9e\u96c6\u3067\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u300c\u9ad8\u5ea6\u306a\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u591a\u304f\u306e\u6280\u8853\uff08\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306a\u3069\uff09\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u2026\u300d\u3068\u5b9a\u7fa9\u3057\u3066\u3044\u307e\u3059\u3002\u201c <\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h3><span style=\"color: #4970ae\">ML \u306e\u30b3\u30a2\u5c5e\u6027:\u00a0<\/span><\/h3>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">\u69cb\u9020\u5316\u3055\u308c\u305f\u6a5f\u80fd\u3068\u7d71\u8a08\u30e2\u30c7\u30ea\u30f3\u30b0 (\u4f8b: \u6c7a\u5b9a\u6728\u3001\u56de\u5e30\u3001SVM) \u306b\u4f9d\u5b58\u3057\u307e\u3059\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">\u7279\u5fb4\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u4eba\u9593\u304c\u8a2d\u8a08\u3057\u305f\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u304c\u5fc5\u8981\u3067\u3059\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">\u9069\u5207\u306b\u30e9\u30d9\u30eb\u4ed8\u3051\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u5b58\u5728\u3059\u308b\u3001\u89e3\u7d04\u4e88\u6e2c\u3001\u5206\u985e\u3001\u30ea\u30b9\u30af \u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306a\u3069\u306e\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">\u63a1\u7528\u306f\u76f8\u5f53\u306a\u3082\u306e\u3068\u306a\u3063\u3066\u3044\u308b\u3002 <\/span><span style=\"color: #4970ae\"><a style=\"color: #4970ae\" href=\"https:\/\/www.demandsage.com\/machine-learning-statistics\/?\"><b>\u6700\u8fd1\u306e\u696d\u754c\u6982\u8981<\/b><\/a><\/span><span data-contrast=\"auto\">, \u3001 \u305d\u306e\u5468\u308a <\/span><b><span data-contrast=\"auto\">\u4e16\u754c\u4e2d\u306e48 %\u306e\u4f01\u696d<\/span><\/b><span data-contrast=\"auto\"> \u9867\u5ba2\u4f53\u9a13\u306e\u5411\u4e0a\u3068\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u306b\u6a5f\u68b0\u5b66\u7fd2\u3092\u4f7f\u7528\u3059\u308b\u3068\u4e3b\u5f35\u3057\u3066\u3044\u307e\u3059\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #4970ae\">\u30d3\u30b8\u30cd\u30b9\u3078\u306e\u5f71\u97ff:\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">\u88fd\u54c1\u30c1\u30fc\u30e0\u3068IT\u30ea\u30fc\u30c0\u30fc\u306b\u3068\u3063\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u306f\u610f\u601d\u6c7a\u5b9a\u30eb\u30fc\u30d7\u306e\u9ad8\u901f\u5316\u3001\u4e88\u6e2c\u7684\u30a4\u30f3\u30b5\u30a4\u30c8\u3001\u904b\u7528\u81ea\u52d5\u5316\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u4f9d\u7136\u3068\u3057\u3066\u4eba\u9593\u306e\u4ecb\u5165\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3084\u975e\u5e38\u306b\u8907\u96d1\u306a\u30d1\u30bf\u30fc\u30f3\u9818\u57df\u3078\u306e\u62e1\u5f35\u306f\u5bb9\u6613\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h2><span style=\"color: #4970ae\"><b>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3068\u306f\u4f55\u304b\uff1f<\/b>\u00a0<\/span><\/h2>\n<p><span style=\"color: #4970ae\"><a style=\"color: #4970ae\" href=\"https:\/\/wp.eastgate-software.com\/jp\/understanding-deep-learning-for-computer-vision\/\"><b>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0<\/b><\/a><\/span><span data-contrast=\"auto\"> \u306f\u3001\u591a\u304f\u306e\u5c64\u3092\u6301\u3064\u4eba\u5de5\u30cb\u30e5\u30fc\u30e9\u30eb \u30cd\u30c3\u30c8\u30ef\u30fc\u30af (\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u300c\u30c7\u30a3\u30fc\u30d7\u300d\u306e\u610f\u5473) \u3092\u6d3b\u7528\u3057\u3001\u751f\u30c7\u30fc\u30bf\u307e\u305f\u306f\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u304b\u3089\u9ad8\u30ec\u30d9\u30eb\u306e\u8868\u73fe\u3092\u81ea\u52d5\u7684\u306b\u5b66\u7fd2\u3059\u308b\u6a5f\u68b0\u5b66\u7fd2\u306e\u7279\u6b8a\u306a\u30b5\u30d6\u30bb\u30c3\u30c8\u3067\u3059\u3002. <\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h3><span style=\"color: #4970ae\">DL \u306e\u4e3b\u306a\u7279\u5fb4:\u00a0<\/span><\/h3>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">\u591a\u6570\u306e\u96a0\u3057\u5c64\uff08\u901a\u5e38\u306f\u6570\u5341\u304b\u3089\u6570\u767e\uff09\u3092\u6301\u3064\u30cb\u30e5\u30fc\u30e9\u30eb \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">\u4eba\u9593\u306b\u3088\u308b\u7279\u5fb4\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u6700\u5c0f\u9650: \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u5185\u90e8\u7684\u306b\u7279\u5fb4\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">\u81a8\u5927\u306a\u8a08\u7b97\u80fd\u529b\u3068\u5927\u91cf\u306e\u30c7\u30fc\u30bf (\u753b\u50cf\u3001\u97f3\u58f0\u3001\u30c6\u30ad\u30b9\u30c8) \u304c\u5fc5\u8981\u3067\u3059\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">\u30de\u30c3\u30ad\u30f3\u30bc\u30fc\u306e <\/span><span style=\"color: #4970ae\"><a style=\"color: #4970ae\" href=\"https:\/\/www.grandviewresearch.com\/industry-analysis\/artificial-intelligence-ai-market\"><b>\u30b0\u30e9\u30f3\u30c9\u30d3\u30e5\u30fc\u30ea\u30b5\u30fc\u30c1<\/b><\/a><\/span><span data-contrast=\"auto\">, \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30bb\u30b0\u30e1\u30f3\u30c8\u306f <\/span><b><span data-contrast=\"auto\">26 % \u53ce\u76ca\u5206\u914d<\/span><\/b><span data-contrast=\"auto\"> 2024 \u5e74\u306e\u4e16\u754c\u306e AI \u5e02\u5834\u306e\u4e88\u6e2c\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #4970ae\">\u6226\u7565\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9:\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30d3\u30b8\u30e7\u30f3\u306a\u3069\u306e\u4fa1\u5024\u306e\u9ad8\u3044\u30d6\u30ec\u30fc\u30af\u30b9\u30eb\u30fc\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002, <\/span><span style=\"color: #4970ae\"><a style=\"color: #4970ae\" href=\"https:\/\/wp.eastgate-software.com\/jp\/what-is-natural-language-processing\/\"><b>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001<\/b><\/a><\/span> <span data-contrast=\"auto\">\uff08NLP\uff09\u3001\u4e0d\u6b63\u691c\u77e5\u3001\u81ea\u5f8b\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u3001\u69d8\u3005\u306a\u5206\u91ce\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u3084\u6b21\u4e16\u4ee3\u306e\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u88fd\u54c1\u306e\u69cb\u7bc9\u3092\u76ee\u6307\u3059\u4f01\u696d\u306b\u3068\u3063\u3066\u3001DL\u306f\u3057\u3070\u3057\u3070\u305d\u306e\u539f\u52d5\u529b\u3068\u306a\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001DL\u306f\u30b3\u30b9\u30c8\u306e\u4e0a\u6607\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u8907\u96d1\u5316\u3001\u305d\u3057\u3066\u4fa1\u5024\u5b9f\u73fe\u307e\u3067\u306e\u6642\u9593\u306e\u9577\u671f\u5316\u3092\u4f34\u3044\u307e\u3059\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h2><span style=\"color: #4970ae\"><b>\u4e3b\u306a\u9055\u3044\u3068\u610f\u601d\u6c7a\u5b9a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/b>\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">\u8a55\u4fa1\u3059\u308b\u969b <\/span><span data-contrast=\"auto\">\u6a5f\u68b0\u5b66\u7fd2\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044\u306f\u3001\u554f\u984c\u306e\u8907\u96d1\u3055\u3001\u30c7\u30fc\u30bf\u306e\u53ef\u7528\u6027\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u3088\u3063\u3066\u6c7a\u307e\u308b\u3053\u3068\u304c\u591a\u3044\u3002<\/span><span data-contrast=\"auto\"> \u6e96\u5099\u72b6\u6cc1\u3068\u30d3\u30b8\u30cd\u30b9 ROI\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h3><span style=\"color: #4970ae\">\u6bd4\u8f03\u8868:\u00a0<\/span><\/h3>\n<table data-tablestyle=\"MsoNormalTable\" data-tablelook=\"1696\">\n<tbody>\n<tr>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><b><span data-contrast=\"auto\">\u5bf8\u6cd5<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><b><span data-contrast=\"auto\">\u6a5f\u68b0\u5b66\u7fd2<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><b><span data-contrast=\"auto\">\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><span data-contrast=\"auto\">\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u8907\u96d1\u3055<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><span data-contrast=\"auto\">\u6d45\u3044\u30e2\u30c7\u30eb\uff08\u4f8b\uff1a\u30c4\u30ea\u30fc\u3001\u56de\u5e30\uff09<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><a href=\"https:\/\/wp.eastgate-software.com\/jp\/neural-networks-explained\/\"><b><span data-contrast=\"none\"><span style=\"color: #4970ae\">\u591a\u5c64\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/span><\/span><\/b><\/a><span data-contrast=\"auto\"> \uff08CNN\u3001RNN\u3001\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\uff09<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><span data-contrast=\"auto\">\u7279\u5fb4\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><span data-contrast=\"auto\">\u624b\u52d5\u306b\u3088\u308b\u6a5f\u80fd\u8a2d\u8a08\u304c\u5fc5\u8981<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><span data-contrast=\"auto\">\u81ea\u52d5\u7279\u5fb4\u62bd\u51fa<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><span data-contrast=\"auto\">\u30c7\u30fc\u30bf\u8981\u4ef6<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><span data-contrast=\"auto\">\u4e2d\u7a0b\u5ea6\u304b\u3089\u9ad8\u3044\u3002\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306f\u826f\u597d<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><span data-contrast=\"auto\">\u975e\u5e38\u306b\u5927\u5bb9\u91cf\u3002\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3084\u751f\u30c7\u30fc\u30bf\u306b\u6700\u9069<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><span data-contrast=\"auto\">\u30a4\u30f3\u30d5\u30e9\u30b3\u30b9\u30c8<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><span data-contrast=\"auto\">\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30cb\u30fc\u30ba\u306e\u4f4e\u6e1b<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><span data-contrast=\"auto\">\u9ad8\u6027\u80fd\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\uff08GPU\/TPU\uff09\u3001\u30e1\u30e2\u30ea\u3001\u4e26\u5217\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><span data-contrast=\"auto\">\u5178\u578b\u7684\u306a\u4f7f\u7528\u4f8b<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><span data-contrast=\"auto\">\u30ea\u30b9\u30af\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3001\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u4e88\u6e2c<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><span data-contrast=\"auto\">\u753b\u50cf\/\u52d5\u753b\u8a8d\u8b58\u3001NLP\u3001\u7570\u5e38\u691c\u77e5<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><span data-contrast=\"auto\">\u5c55\u958b\u306e\u6642\u9593<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><span data-contrast=\"auto\">\u77ed\u671f\u7684\u306aROI<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<td style=\"text-align: center\" data-celllook=\"0\">\n<p><span data-contrast=\"auto\">\u7acb\u3061\u4e0a\u3052\u671f\u9593\u304c\u9577\u304f\u3001\u30ea\u30b9\u30af\u306f\u9ad8\u3044\u304c\u3001\u5831\u916c\u3082\u9ad8\u3044<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span style=\"color: #4970ae\">\u30d3\u30b8\u30cd\u30b9\u30ea\u30fc\u30c0\u30fc\u306e\u305f\u3081\u306e\u610f\u601d\u6c7a\u5b9a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af:\u00a0<\/span><\/h3>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:1080,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3001\u5b9a\u7fa9\u3055\u308c\u305f\u6a5f\u80fd\u3001\u4e2d\u7a0b\u5ea6\u306e\u30dc\u30ea\u30e5\u30fc\u30e0\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u304b\u3089\u59cb\u3081\u307e\u3059\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:1080,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">\u30d3\u30b8\u30cd\u30b9\u3067\u5927\u898f\u6a21\u306a\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6d3b\u7528\u3057\u305f\u308a\u3001\u6839\u672c\u7684\u306b\u65b0\u3057\u3044\u30d1\u30bf\u30fc\u30f3\u8a8d\u8b58\u3084\u81ea\u52d5\u5316\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3057\u305f\u308a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u304c\u5fc5\u8981\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u305d\u308c\u306b\u5fdc\u3058\u305f\u4e88\u7b97\u3068\u4eba\u6750\u304c\u5fc5\u8981\u3067\u3059\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:1080,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3082\u5b58\u5728\u3057\u307e\u3059\u3002\u591a\u304f\u306e\u5c55\u958b\u3067\u306f\u3001\u4fa1\u5024\u3092\u8a3c\u660e\u3059\u308b\u305f\u3081\u306b ML \u304b\u3089\u958b\u59cb\u3057\u3001\u30c7\u30fc\u30bf\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u4eba\u6750\u304c\u6210\u719f\u3059\u308b\u306b\u3064\u308c\u3066 DL \u3078\u3068\u62e1\u5f35\u3057\u307e\u3059\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<h2><span style=\"color: #4970ae\"><b>\u5b9f\u969b\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3068\u6226\u7565\u7684\u30dd\u30a4\u30f3\u30c8<\/b>\u00a0<\/span><\/h2>\n<h3><span style=\"color: #4970ae\">\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9 1 \u2013 \u4e88\u6e2c\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9 (ML):\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">\u88fd\u9020\u30a2\u30a6\u30c8\u30bd\u30fc\u30b7\u30f3\u30b0\u30d1\u30fc\u30c8\u30ca\u30fc\u306f\u3001\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u3068\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30ed\u30b0\u306b\u57fa\u3065\u3044\u3066\u6a5f\u5668\u306e\u6545\u969c\u3092\u4e88\u6e2c\u3059\u308b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u5c0e\u5165\u3057\u307e\u3057\u305f\u3002\u30d3\u30b8\u30cd\u30b9\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3001\u7279\u5fb4\uff08\u632f\u52d5\u3001\u6e29\u5ea6\u3001\u7a3c\u50cd\u6642\u9593\uff09\u3092\u5b9a\u7fa9\u3057\u3001\u5206\u985e\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002\u305d\u306e\u7d50\u679c\u30016\u30f6\u6708\u4ee5\u5185\u306b\u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u309225%\u524a\u6e1b\u3057\u307e\u3057\u305f\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:720,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h3><span style=\"color: #4970ae\">\u30e6\u30fc\u30b9\u30b1\u30fc\u30b92 \u2013 \u76ee\u8996\u54c1\u8cea\u691c\u67fb\uff08DL\uff09\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">\u3042\u308b\u5927\u624b\u534a\u5c0e\u4f53\u30e1\u30fc\u30ab\u30fc\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff08CNN\uff09\u3092\u7528\u3044\u3066\u3001\u6570\u767e\u4e07\u679a\u306e\u753b\u50cf\u304b\u3089\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30a6\u30a7\u30fc\u30cf\u3092\u691c\u67fb\u3057\u3001\u5fae\u5c0f\u306a\u30af\u30e9\u30c3\u30af\u3084\u7570\u5e38\u3092\u7279\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u751f\u306e\u30d4\u30af\u30bb\u30eb\u7279\u5fb4\u3092\u5b66\u7fd2\u3057\u3001\u9ad8\u7cbe\u5ea6\u306b\u5206\u985e\u3067\u304d\u308b\u305f\u3081\u3001\u6b20\u9665\u7387\u306f30%\u6e1b\u5c11\u3057\u3001\u624b\u4f5c\u696d\u306b\u3088\u308b\u691c\u67fb\u306f80%\u524a\u6e1b\u3055\u308c\u307e\u3059\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:720,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h3><span style=\"color: #4970ae\">\u610f\u601d\u6c7a\u5b9a\u8005\u5411\u3051\u306e\u6226\u7565\u6982\u8981:\u00a0<\/span><\/h3>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:1080,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">ML\u3067\u5c0f\u3055\u304f\u59cb\u3081\u308b<\/span><\/b><span data-contrast=\"auto\"> \u4fa1\u5024\u3092\u691c\u8a3c\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u6210\u679c\u3092\u793a\u3057\u3001\u4eca\u3059\u3050\u69cb\u7bc9\u3057\u307e\u3059\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:1080,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">\u6bb5\u968e\u7684\u306bDL\u3092\u8a08\u753b\u3059\u308b<\/span><\/b><span data-contrast=\"auto\">\u2014\u62e1\u5f35\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3001\u4eba\u6750\u306b\u6295\u8cc7\u3057\u307e\u3059\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:1080,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">\u4f7f\u7528 <\/span><b><span data-contrast=\"auto\">\u6a5f\u68b0\u5b66\u7fd2\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044<\/span><\/b><span data-contrast=\"auto\"> \u300cDL \u306f\u5e38\u306b\u512a\u308c\u3066\u3044\u308b\u300d\u3068\u60f3\u5b9a\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u80fd\u529b\u306e\u6210\u719f\u5ea6\u306e\u6c7a\u5b9a\u30b2\u30fc\u30c8\u3068\u3057\u3066\u4f7f\u7528\u3057\u307e\u3059\u3002\u201c<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:1080,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">\u30ac\u30d0\u30ca\u30f3\u30b9\u3068MLOps \/ ModelOps\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u6574\u5099\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u3002 <\/span><span style=\"color: #4970ae\"><a style=\"color: #4970ae\" href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai?\"><b>\u7814\u7a76<\/b><\/a> <\/span><span data-contrast=\"auto\">2025 \u5e74\u306b 1 \u3064\u306e\u30d3\u30b8\u30cd\u30b9\u6a5f\u80fd\u3067 AI \u3092\u4f7f\u7528\u3059\u308b\u3068\u5831\u544a\u3057\u3066\u3044\u308b\u7d44\u7e54\u306f\u7d04 78% \u306e\u307f\u3067\u3059\u3002. <\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #4970ae\">\u5b9f\u88c5\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3068\u30a2\u30af\u30b7\u30e7\u30f3\u30d7\u30e9\u30f3\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">\u5c0e\u5165\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u6210\u529f\u3055\u305b\u308b\u306b\u306f\u3001\u307e\u305a\u73fe\u5728\u306e\u30c7\u30fc\u30bf\u8cc7\u7523\u3068\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u80fd\u529b\u3092\u8a55\u4fa1\u3057\u3001\u4fa1\u5024\u306e\u9ad8\u3044\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u7279\u5b9a\u3057\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u3069\u3061\u3089\u304c\u76ee\u6a19\u9054\u6210\u306b\u6700\u9069\u304b\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002\u307e\u305a\u306f\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u5c0f\u898f\u6a21\u306aML\u30d1\u30a4\u30ed\u30c3\u30c8\u3092\u5b9f\u65bd\u3057\u3001\u30b3\u30b9\u30c8\u3001\u901f\u5ea6\u3001\u7cbe\u5ea6\u3078\u306e\u5f71\u97ff\u3092\u6e2c\u5b9a\u3057\u307e\u3059\u3002\u6b21\u306b\u3001\u30c7\u30fc\u30bf\u306e\u8907\u96d1\u3055\u3068\u898f\u6a21\u306e\u5897\u5927\u306b\u5408\u308f\u305b\u3066\u3001GPU\u306a\u3069\u306e\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3084\u5c02\u9580\u4eba\u6750\u306e\u5c0e\u5165\u3092\u8003\u616e\u3057\u306a\u304c\u3089\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3078\u306e\u6e96\u5099\u72b6\u6cc1\u3092\u8a55\u4fa1\u3057\u307e\u3059\u3002\u4e8b\u696d\u306e\u6210\u9577\u306b\u5408\u308f\u305b\u3066\u3001\u5805\u7262\u306aModelOps\u307e\u305f\u306fMLOps\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5b9f\u88c5\u3057\u3001\u30e2\u30c7\u30eb\u306e\u30d0\u30a4\u30a2\u30b9\u5236\u5fa1\u3001\u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3\u306e\u78ba\u4fdd\u3001\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u7ba1\u7406\u3092\u884c\u3044\u307e\u3059\u3002\u30b3\u30b9\u30c8\u524a\u6e1b\u3001\u53ce\u76ca\u5411\u4e0a\u3001\u610f\u601d\u6c7a\u5b9a\u6642\u9593\u306e\u6539\u5584\u3068\u3044\u3063\u305fKPI\u3092\u7d99\u7d9a\u7684\u306b\u8ffd\u8de1\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u6307\u6a19\u3068\u6210\u719f\u5ea6\u304c\u660e\u78ba\u306b\u79fb\u884c\u3092\u6b63\u5f53\u5316\u3057\u305f\u5834\u5408\u306b\u306e\u307f\u3001ML\u304b\u3089\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3078\u306e\u79fb\u884c\u3092\u6226\u7565\u7684\u306b\u9032\u3081\u307e\u3059\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:720,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h2><span style=\"color: #4970ae\"><b>\u611f\u60f3<\/b>\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">\u7406\u89e3\u3059\u308b <\/span><span data-contrast=\"auto\">\u6a5f\u68b0\u5b66\u7fd2\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3060\u3051\u3067\u306a\u304f\u3001AI\u3092\u6d3b\u7528\u3057\u305f\u30a2\u30a6\u30c8\u30bd\u30fc\u30b7\u30f3\u30b0\u3084\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30c7\u30ea\u30d0\u30ea\u30fc\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u30d3\u30b8\u30cd\u30b9\u30ea\u30fc\u30c0\u30fc\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3001IT\u30a8\u30b0\u30bc\u30af\u30c6\u30a3\u30d6\u306b\u3068\u3063\u3066\u3082\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u8ab2\u984c\u3001\u30c7\u30fc\u30bf\u306e\u6210\u719f\u5ea6\u3001\u30a4\u30f3\u30d5\u30e9\u306e\u6e96\u5099\u72b6\u6cc1\u306b\u5408\u308f\u305b\u3066\u30e2\u30c7\u30ea\u30f3\u30b0\u624b\u6cd5\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306f\u4fa1\u5024\u5275\u51fa\u3092\u52a0\u901f\u3057\u3001\u30ea\u30b9\u30af\u3092\u8efd\u6e1b\u3057\u3001\u5206\u6790\u306b\u57fa\u3065\u304f\u7af6\u4e89\u512a\u4f4d\u6027\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002.<\/span><\/p>\n<p>\u5f53\u793e\u306f\u3001ML \u3068 DL \u306e\u6226\u7565\u7684\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u306e\u30ac\u30a4\u30c9\u3001\u6e2c\u5b9a\u53ef\u80fd\u306a\u6210\u679c\u3092\u63a8\u9032\u3059\u308b\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5bfe\u5fdc\u306e\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u30c7\u30ea\u30d0\u30ea\u30fc \u30c1\u30fc\u30e0\u306e\u69cb\u7bc9\u3092\u5c02\u9580\u3068\u3057\u3066\u3044\u307e\u3059\u3002. <span style=\"color: #4970ae\"><a style=\"color: #4970ae\" href=\"https:\/\/wp.eastgate-software.com\/jp\/contact-us\/\"><b>\u4eca\u3059\u3050\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044<\/b><\/a><\/span><span data-contrast=\"auto\"> \u305d\u3057\u3066\u3001\u30c7\u30fc\u30bf\u6226\u7565\u3092\u4fe1\u983c\u3067\u304d\u308b\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u306b\u5909\u63db\u3057\u307e\u3057\u3087\u3046\u3002.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:720,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>\u4eca\u65e5\u306eAI\u4e3b\u5c0e\u306e\u4f01\u696d\u74b0\u5883\u306b\u304a\u3044\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044\u3092\u533a\u5225\u3059\u308b\u3053\u3068\u306f\u3001\u3082\u306f\u3084\u5358\u306a\u308b\u6280\u8853\u7684\u306a\u30cb\u30e5\u30a2\u30f3\u30b9\u306e\u554f\u984c\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u7af6\u4e89\u512a\u4f4d\u6027\u3092\u6c42\u3081\u308b\u88fd\u54c1\u30c1\u30fc\u30e0\u3001IT\u610f\u601d\u6c7a\u5b9a\u8005\u3001\u305d\u3057\u3066\u30d3\u30b8\u30cd\u30b9\u30ea\u30fc\u30c0\u30fc\u306b\u3068\u3063\u3066\u3001\u6226\u7565\u7684\u306a\u610f\u5473\u5408\u3044\u3092\u6301\u3064\u306e\u3067\u3059\u3002IBM\u306b\u3088\u308b\u3068\u3001\u300c\u6a5f\u68b0\u5b66\u7fd2\u306fAI\u306e\u30b5\u30d6\u30bb\u30c3\u30c8\u3067\u3042\u308a\u300d\u3001\u300c\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u30b5\u30d6\u30d5\u30a3\u30fc\u30eb\u30c9\u3067\u3042\u308a\u300d\u3001\u591a\u5c64\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u57fa\u76e4\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u4f01\u696d\u304c\u5206\u6790\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u62e1\u5f35\u3057\u3001AI\u3092\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u6df1\u304f\u7d44\u307f\u8fbc\u3080\u306b\u3064\u308c\u3066\u3001\u3053\u306e\u9055\u3044\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u30ea\u30bd\u30fc\u30b9\u914d\u5206\u3001\u30a4\u30f3\u30d5\u30e9\u6295\u8cc7\u3001\u4eba\u6750\u6226\u7565\u306b\u95a2\u3059\u308b\u91cd\u8981\u306a\u610f\u601d\u6c7a\u5b9a\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\uff1f\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u304c\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3057\u3001\u305d\u306e\u6a5f\u80fd\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306e\u5e83\u7bc4\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6307\u3057\u307e\u3059\u3002[\u2026]<\/p>","protected":false},"author":238283293,"featured_media":116569,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_crdt_document":"","inline_featured_image":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1428],"tags":[1488,1548,1540],"class_list":["post-116564","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-ai","tag-deep-learning","tag-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.4 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Difference Between Machine Learning-Deep Learning | 2025 Guide - Eastgate Software<\/title>\n<meta name=\"description\" content=\"Explore the key difference between machine learning and deep learning with 2025 insights and guidance for business decision-makers.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Difference Between Machine Learning-Deep Learning | 2025 Guide\" \/>\n<meta property=\"og:description\" content=\"Explore the key difference between machine learning and deep learning with 2025 insights and guidance for business decision-makers.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/wp.eastgate-software.com\/jp\/difference-between-machine-learning-deep-learning-2025-guide\/\" \/>\n<meta property=\"og:site_name\" content=\"Eastgate Software\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/EastgateSoftware\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-28T08:00:17+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-02T07:06:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/i0.wp.com\/wp.eastgate-software.com\/wp-content\/uploads\/2025\/10\/SEO-website_Cover-Template-1-1.webp?fit=1366%2C768&ssl=1\" \/>\n\t<meta property=\"og:image:width\" content=\"1366\" \/>\n\t<meta property=\"og:image:height\" content=\"768\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"huongnguyen253\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@EastgateSoft\" \/>\n<meta name=\"twitter:site\" content=\"@EastgateSoft\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"huongnguyen253\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"5\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/wp.eastgate-software.com\\\/difference-between-machine-learning-deep-learning-2025-guide\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/wp.eastgate-software.com\\\/difference-between-machine-learning-deep-learning-2025-guide\\\/\"},\"author\":{\"name\":\"huongnguyen253\",\"@id\":\"https:\\\/\\\/wp.eastgate-software.com\\\/#\\\/schema\\\/person\\\/01b8220b50bd555756a737527646a79a\"},\"headline\":\"Difference Between Machine Learning-Deep Learning | 2025 Guide\",\"datePublished\":\"2025-10-28T08:00:17+00:00\",\"dateModified\":\"2026-04-02T07:06:32+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/wp.eastgate-software.com\\\/difference-between-machine-learning-deep-learning-2025-guide\\\/\"},\"wordCount\":967,\"publisher\":{\"@id\":\"https:\\\/\\\/wp.eastgate-software.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/wp.eastgate-software.com\\\/difference-between-machine-learning-deep-learning-2025-guide\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/wp.eastgate-software.com\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/SEO-website_Cover-Template-1-1.webp?fit=1366%2C768&ssl=1\",\"keywords\":[\"Ai\",\"Deep Learning\",\"Machine Learning\"],\"articleSection\":[\"AI\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/wp.eastgate-software.com\\\/difference-between-machine-learning-deep-learning-2025-guide\\\/\",\"url\":\"https:\\\/\\\/wp.eastgate-software.com\\\/difference-between-machine-learning-deep-learning-2025-guide\\\/\",\"name\":\"Difference Between Machine Learning-Deep Learning | 2025 Guide - Eastgate Software\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/wp.eastgate-software.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/wp.eastgate-software.com\\\/difference-between-machine-learning-deep-learning-2025-guide\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/wp.eastgate-software.com\\\/difference-between-machine-learning-deep-learning-2025-guide\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/wp.eastgate-software.com\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/SEO-website_Cover-Template-1-1.webp?fit=1366%2C768&ssl=1\",\"datePublished\":\"2025-10-28T08:00:17+00:00\",\"dateModified\":\"2026-04-02T07:06:32+00:00\",\"description\":\"Explore the key difference between machine learning and deep learning with 2025 insights and guidance for business decision-makers.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/wp.eastgate-software.com\\\/difference-between-machine-learning-deep-learning-2025-guide\\\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/wp.eastgate-software.com\\\/difference-between-machine-learning-deep-learning-2025-guide\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/wp.eastgate-software.com\\\/difference-between-machine-learning-deep-learning-2025-guide\\\/#primaryimage\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/wp.eastgate-software.com\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/SEO-website_Cover-Template-1-1.webp?fit=1366%2C768&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/wp.eastgate-software.com\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/SEO-website_Cover-Template-1-1.webp?fit=1366%2C768&ssl=1\",\"width\":1366,\"height\":768,\"caption\":\"Difference Between Machine Learning and Deep Learning | 2025 Guide\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/wp.eastgate-software.com\\\/difference-between-machine-learning-deep-learning-2025-guide\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/wp.eastgate-software.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Difference Between Machine Learning-Deep Learning | 2025 Guide\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/wp.eastgate-software.com\\\/#website\",\"url\":\"https:\\\/\\\/wp.eastgate-software.com\\\/\",\"name\":\"Eastgate Software\",\"description\":\"A Global Fortune 500 Company&#039;s Strategic Partner\",\"publisher\":{\"@id\":\"https:\\\/\\\/wp.eastgate-software.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/wp.eastgate-software.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/wp.eastgate-software.com\\\/#organization\",\"name\":\"Eastgate Software\",\"url\":\"https:\\\/\\\/wp.eastgate-software.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/wp.eastgate-software.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/wp.eastgate-software.com\\\/wp-content\\\/uploads\\\/2023\\\/09\\\/logo.svg\",\"contentUrl\":\"https:\\\/\\\/wp.eastgate-software.com\\\/wp-content\\\/uploads\\\/2023\\\/09\\\/logo.svg\",\"width\":124,\"height\":36,\"caption\":\"Eastgate Software\"},\"image\":{\"@id\":\"https:\\\/\\\/wp.eastgate-software.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/EastgateSoftware\\\/\",\"https:\\\/\\\/x.com\\\/EastgateSoft\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/wp.eastgate-software.com\\\/#\\\/schema\\\/person\\\/01b8220b50bd555756a737527646a79a\",\"name\":\"huongnguyen253\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/21ed2e1167cb8fc59108a43023c298cbe9c81ec2b240fc3b6f8bbf05134975b1?s=96&d=identicon&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/21ed2e1167cb8fc59108a43023c298cbe9c81ec2b240fc3b6f8bbf05134975b1?s=96&d=identicon&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/21ed2e1167cb8fc59108a43023c298cbe9c81ec2b240fc3b6f8bbf05134975b1?s=96&d=identicon&r=g\",\"caption\":\"huongnguyen253\"},\"url\":\"https:\\\/\\\/wp.eastgate-software.com\\\/jp\\\/author\\\/huongnguyen253\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u6a5f\u68b0\u5b66\u7fd2\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044 | 2025\u5e74\u30ac\u30a4\u30c9 - Eastgate Software","description":"2025 \u5e74\u306e\u30d3\u30b8\u30cd\u30b9\u610f\u601d\u6c7a\u5b9a\u8005\u5411\u3051\u306e\u6d1e\u5bdf\u3068\u30ac\u30a4\u30c0\u30f3\u30b9\u3092\u6d3b\u7528\u3057\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u4e3b\u306a\u9055\u3044\u3092\u63a2\u308a\u307e\u3059\u3002.","robots":{"index":"noindex","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"og_locale":"ja_JP","og_type":"article","og_title":"Difference Between Machine Learning-Deep Learning | 2025 Guide","og_description":"Explore the key difference between machine learning and deep learning with 2025 insights and guidance for business decision-makers.","og_url":"https:\/\/wp.eastgate-software.com\/jp\/difference-between-machine-learning-deep-learning-2025-guide\/","og_site_name":"Eastgate Software","article_publisher":"https:\/\/www.facebook.com\/EastgateSoftware\/","article_published_time":"2025-10-28T08:00:17+00:00","article_modified_time":"2026-04-02T07:06:32+00:00","og_image":[{"width":1366,"height":768,"url":"https:\/\/i0.wp.com\/wp.eastgate-software.com\/wp-content\/uploads\/2025\/10\/SEO-website_Cover-Template-1-1.webp?fit=1366%2C768&ssl=1","type":"image\/webp"}],"author":"huongnguyen253","twitter_card":"summary_large_image","twitter_creator":"@EastgateSoft","twitter_site":"@EastgateSoft","twitter_misc":{"\u57f7\u7b46\u8005":"huongnguyen253","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"5\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/wp.eastgate-software.com\/difference-between-machine-learning-deep-learning-2025-guide\/#article","isPartOf":{"@id":"https:\/\/wp.eastgate-software.com\/difference-between-machine-learning-deep-learning-2025-guide\/"},"author":{"name":"huongnguyen253","@id":"https:\/\/wp.eastgate-software.com\/#\/schema\/person\/01b8220b50bd555756a737527646a79a"},"headline":"Difference Between Machine Learning-Deep Learning | 2025 Guide","datePublished":"2025-10-28T08:00:17+00:00","dateModified":"2026-04-02T07:06:32+00:00","mainEntityOfPage":{"@id":"https:\/\/wp.eastgate-software.com\/difference-between-machine-learning-deep-learning-2025-guide\/"},"wordCount":967,"publisher":{"@id":"https:\/\/wp.eastgate-software.com\/#organization"},"image":{"@id":"https:\/\/wp.eastgate-software.com\/difference-between-machine-learning-deep-learning-2025-guide\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/wp.eastgate-software.com\/wp-content\/uploads\/2025\/10\/SEO-website_Cover-Template-1-1.webp?fit=1366%2C768&ssl=1","keywords":["Ai","Deep Learning","Machine Learning"],"articleSection":["AI"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/wp.eastgate-software.com\/difference-between-machine-learning-deep-learning-2025-guide\/","url":"https:\/\/wp.eastgate-software.com\/difference-between-machine-learning-deep-learning-2025-guide\/","name":"\u6a5f\u68b0\u5b66\u7fd2\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044 | 2025\u5e74\u30ac\u30a4\u30c9 - Eastgate Software","isPartOf":{"@id":"https:\/\/wp.eastgate-software.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/wp.eastgate-software.com\/difference-between-machine-learning-deep-learning-2025-guide\/#primaryimage"},"image":{"@id":"https:\/\/wp.eastgate-software.com\/difference-between-machine-learning-deep-learning-2025-guide\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/wp.eastgate-software.com\/wp-content\/uploads\/2025\/10\/SEO-website_Cover-Template-1-1.webp?fit=1366%2C768&ssl=1","datePublished":"2025-10-28T08:00:17+00:00","dateModified":"2026-04-02T07:06:32+00:00","description":"2025 \u5e74\u306e\u30d3\u30b8\u30cd\u30b9\u610f\u601d\u6c7a\u5b9a\u8005\u5411\u3051\u306e\u6d1e\u5bdf\u3068\u30ac\u30a4\u30c0\u30f3\u30b9\u3092\u6d3b\u7528\u3057\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u4e3b\u306a\u9055\u3044\u3092\u63a2\u308a\u307e\u3059\u3002.","breadcrumb":{"@id":"https:\/\/wp.eastgate-software.com\/difference-between-machine-learning-deep-learning-2025-guide\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/wp.eastgate-software.com\/difference-between-machine-learning-deep-learning-2025-guide\/"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/wp.eastgate-software.com\/difference-between-machine-learning-deep-learning-2025-guide\/#primaryimage","url":"https:\/\/i0.wp.com\/wp.eastgate-software.com\/wp-content\/uploads\/2025\/10\/SEO-website_Cover-Template-1-1.webp?fit=1366%2C768&ssl=1","contentUrl":"https:\/\/i0.wp.com\/wp.eastgate-software.com\/wp-content\/uploads\/2025\/10\/SEO-website_Cover-Template-1-1.webp?fit=1366%2C768&ssl=1","width":1366,"height":768,"caption":"Difference Between Machine Learning and Deep Learning | 2025 Guide"},{"@type":"BreadcrumbList","@id":"https:\/\/wp.eastgate-software.com\/difference-between-machine-learning-deep-learning-2025-guide\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/wp.eastgate-software.com\/"},{"@type":"ListItem","position":2,"name":"Difference Between Machine Learning-Deep Learning | 2025 Guide"}]},{"@type":"WebSite","@id":"https:\/\/wp.eastgate-software.com\/#website","url":"https:\/\/wp.eastgate-software.com\/","name":"Eastgate Software","description":"\u30b0\u30ed\u30fc\u30d0\u30eb\u30d5\u30a9\u30fc\u30c1\u30e5\u30f3500\u4f01\u696d\u306e\u6226\u7565\u7684\u30d1\u30fc\u30c8\u30ca\u30fc","publisher":{"@id":"https:\/\/wp.eastgate-software.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/wp.eastgate-software.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/wp.eastgate-software.com\/#organization","name":"Eastgate Software","url":"https:\/\/wp.eastgate-software.com\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/wp.eastgate-software.com\/#\/schema\/logo\/image\/","url":"https:\/\/wp.eastgate-software.com\/wp-content\/uploads\/2023\/09\/logo.svg","contentUrl":"https:\/\/wp.eastgate-software.com\/wp-content\/uploads\/2023\/09\/logo.svg","width":124,"height":36,"caption":"Eastgate Software"},"image":{"@id":"https:\/\/wp.eastgate-software.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/EastgateSoftware\/","https:\/\/x.com\/EastgateSoft"]},{"@type":"Person","@id":"https:\/\/wp.eastgate-software.com\/#\/schema\/person\/01b8220b50bd555756a737527646a79a","name":"\u30d5\u30aa\u30f3\u30b0\u30a8\u30f3253","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/secure.gravatar.com\/avatar\/21ed2e1167cb8fc59108a43023c298cbe9c81ec2b240fc3b6f8bbf05134975b1?s=96&d=identicon&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/21ed2e1167cb8fc59108a43023c298cbe9c81ec2b240fc3b6f8bbf05134975b1?s=96&d=identicon&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/21ed2e1167cb8fc59108a43023c298cbe9c81ec2b240fc3b6f8bbf05134975b1?s=96&d=identicon&r=g","caption":"huongnguyen253"},"url":"https:\/\/wp.eastgate-software.com\/jp\/author\/huongnguyen253\/"}]}},"jetpack_featured_media_url":"https:\/\/i0.wp.com\/wp.eastgate-software.com\/wp-content\/uploads\/2025\/10\/SEO-website_Cover-Template-1-1.webp?fit=1366%2C768&ssl=1","jetpack_shortlink":"https:\/\/wp.me\/pf8Ne8-uk4","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/wp.eastgate-software.com\/jp\/wp-json\/wp\/v2\/posts\/116564","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.eastgate-software.com\/jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.eastgate-software.com\/jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.eastgate-software.com\/jp\/wp-json\/wp\/v2\/users\/238283293"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.eastgate-software.com\/jp\/wp-json\/wp\/v2\/comments?post=116564"}],"version-history":[{"count":8,"href":"https:\/\/wp.eastgate-software.com\/jp\/wp-json\/wp\/v2\/posts\/116564\/revisions"}],"predecessor-version":[{"id":120126,"href":"https:\/\/wp.eastgate-software.com\/jp\/wp-json\/wp\/v2\/posts\/116564\/revisions\/120126"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wp.eastgate-software.com\/jp\/wp-json\/wp\/v2\/media\/116569"}],"wp:attachment":[{"href":"https:\/\/wp.eastgate-software.com\/jp\/wp-json\/wp\/v2\/media?parent=116564"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.eastgate-software.com\/jp\/wp-json\/wp\/v2\/categories?post=116564"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.eastgate-software.com\/jp\/wp-json\/wp\/v2\/tags?post=116564"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}