{"id":5381,"date":"2020-07-01T10:08:09","date_gmt":"2020-07-01T03:08:09","guid":{"rendered":"https:\/\/bap-software.net\/?post_type=knowledge&#038;p=5381"},"modified":"2025-06-04T16:31:37","modified_gmt":"2025-06-04T09:31:37","slug":"ai-app-development","status":"publish","type":"knowledge","link":"https:\/\/BAP-SOFTWARE.NET\/knowledge\/ai-app-development\/","title":{"rendered":"AI\u30a2\u30d7\u30ea\u958b\u767a &#8211; \u6e96\u5099\u3057\u3066\u304a\u304f\u3079\u304d\u3053\u3068"},"content":{"rendered":"<p><\/p>\n<p data-start=\"479\" data-end=\"607\"><strong><em>AI\u30a2\u30d7\u30ea\u958b\u767a\u3068\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u3092\u7d71\u5408\u3057\u305f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u958b\u767a\u3057\u3001\u81ea\u52d5\u5316\u30fb\u5206\u6790\u30fb\u8ce2\u3044\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u52b9\u679c\u7684\u306aAI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u59cb\u3081\u308b\u524d\u306b\u3001\u4f01\u696d\u304c\u300c\u30c7\u30fc\u30bf\u300d\u300c\u6280\u8853\u300d\u300c\u30b3\u30b9\u30c8\u300d\u306a\u3069\u3001\u3069\u306e\u3088\u3046\u306a\u6e96\u5099\u3092\u3059\u3079\u304d\u304b\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/em><\/strong><\/p>\n<h2 id=\"\u4eba\u5de5\u77e5\u80fd_\u30a2\u30d7\u30ea\u958b\u767a\"><strong>1. \u3069\u306e\u3088\u3046\u306aAI\u30a2\u30d7\u30ea\u958b\u767a\u306b\u3059\u308b\u304b\uff1f<\/strong><\/h2>\n<div id=\"attachment_5382\" style=\"width: 660px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5382\" class=\"wp-image-5382 size-full\" src=\"https:\/\/cdn.bap-software.net\/2020\/07\/ai-app-development.jpg\" alt=\"ai\u30a2\u30d7\u30ea\u958b\u767a\" width=\"650\" height=\"335\" \/><p id=\"caption-attachment-5382\" class=\"wp-caption-text\">AI\u30a2\u30d7\u30ea\u958b\u767a\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f \u51fa\u5178\uff1aBecoming Human<\/p><\/div>\n<p><strong>AI\u30a2\u30d7\u30ea\u958b\u767a<\/strong>\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u6a5f\u80fd\u3092\u542b\u3080\u30a2\u30d7\u30ea\u3092\u4f5c\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059:<\/p>\n<ul>\n<li>\u81ea\u52d5\u6587\u5b57\u8a8d\u8b58<\/li>\n<li>\u9854\u8a8d\u8a3c<\/li>\n<li>\u97f3\u8a8d\u8b58<\/li>\n<li>\u884c\u52d5\u8a8d\u8b58<\/li>\n<\/ul>\n<p>\u4f8b\u3048\u3070\u3001\u533b\u5b66\u5206\u91ce\u3067\u306f\u30b9\u30bf\u30f3\u30d5\u30a9\u30fc\u30c9\u5927\u5b66\u3067AI\u30a2\u30d7\u30ea\u304c\u3064\u304f\u3089\u308c\u3066\u304a\u308a\u3001\u4eba\u9593\u3068\u540c\u3058\u30ec\u30d9\u30eb\u3067\u76ae\u819a\u304c\u3093\u3092\u691c\u51fa\u3059\u308b\u6a5f\u80fd\u3092\u3082\u3064AI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7814\u7a76\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001<strong>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u3067AI\u3092\u6d3b\u7528<\/strong>\u3057\u3066\u3044\u308b\u30c7\u30f3\u30de\u30fc\u30af\u306eDanish\u793e\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306b\u7dca\u6025\u96fb\u8a71\u3092\u76d7\u8074\u3055\u305b\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u8a66\u307f\u307e\u3057\u305f\u3002\u305d\u306e\u969b\u3001AI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u4ee5\u4e0b\u306e\u3082\u306e\u3092\u5206\u6790\u3057\u307e\u3059\u3002:<\/p>\n<ul>\n<li>\u8a71\u3057\u624b<\/li>\n<li>\u58f0<\/li>\n<li>\u5468\u56f2\u306e\u97f3<\/li>\n<li>\u5fc3\u505c\u6b62\u691c\u51fa<\/li>\n<\/ul>\n<p>\u6210\u529f\u7387\u306f93\uff05\u3067\u3042\u308a\u3001\u4eba\u9593\u306e\u6210\u529f\u738773\uff05\u3092\u8d85\u3048\u308b\u7d50\u679c\u3068\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2_\u958b\u767a_ai_\u6d3b\u7528\"><strong>2. \u4eba\u5de5\u77e5\u80fd\u30a2\u30d7\u30ea\u958b\u767a<\/strong><strong>\uff08AI\u30a2\u30d7\u30ea\u958b\u767a\uff09\u3067\u5fc5\u8981\u306a\u3053\u3068<\/strong><\/h2>\n<div id=\"attachment_5383\" style=\"width: 660px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5383\" class=\"wp-image-5383 size-full\" src=\"https:\/\/cdn.bap-software.net\/2020\/07\/04233055\/ai-app-development-cost-e1749029455277.jpg\" alt=\"ai \u30a2\u30d7\u30ea \u958b\u767a \u8cbb\u7528\" width=\"650\" height=\"448\" \/><p id=\"caption-attachment-5383\" class=\"wp-caption-text\">AI\u30a2\u30d7\u30ea\u958b\u767a\u30d7\u30ed\u30bb\u30b9 &#8211; \u51fa\u5178\uff1aDevteam.Space<\/p><\/div>\n<h3 id=\"ai\u30a2\u30d7\u30ea\u958b\u767a\"><strong>2.1. \u30c7\u30fc\u30bf\u53ce\u96c6<\/strong><\/h3>\n<p>\u3053\u306e\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u6570\u3001\u8272\u3001\u6027\u5225\u3001\u30c6\u30ad\u30b9\u30c8\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001<strong>AI\u30a2\u30d7\u30ea\u958b\u767a<\/strong>\u3084\u6a5f\u68b0\u5b66\u7fd2\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u30c7\u30fc\u30bf\u3092\u9069\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u305d\u306e\u30c7\u30fc\u30bf\u304c\u89e3\u6c7a\u3057\u305f\u3044\u8ab2\u984c\u306b\u9069\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u691c\u8a0e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u904e\u53bb\u306e\u73fe\u8c61\u3092\u5206\u6790\u3059\u308b\u305f\u3081\u306b\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u306f\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u305d\u308c\u304b\u3089\u3001\u5c06\u6765\u306e\u5909\u5316\u306b\u5099\u3048\u308b\u305f\u3081\u306b\u6a5f\u68b0\u5b66\u7fd2\u306e\u30e2\u30c7\u30eb\u3092\u5f62\u6210\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u304c\u9069\u5207\u306a\u30ec\u30d9\u30eb\u306b\u9054\u3057\u305f\u3089\u3001\u30e2\u30c7\u30eb\u3092\u73fe\u5b9f\u306e\u3082\u306e\u3068\u3057\u3066\u958b\u767a\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u57fa\u6e96:<\/p>\n<ul>\n<li>\u30a8\u30e9\u30fc\u304c\u306a\u3044<\/li>\n<li>\u89e3\u6c7a\u3057\u305f\u3044\u8ab2\u984c\u306b\u95a2\u9023\u3059\u308b\u30c7\u30fc\u30bf<\/li>\n<\/ul>\n<h3 id=\"artificial_intelligence_app\"><strong>2.2. \u30c7\u30fc\u30bf\u524d\u51e6\u7406<\/strong><\/h3>\n<p>\u3053\u306e\u30d5\u30a7\u30fc\u30ba\u306f<strong>AI\u30a2\u30d7\u30ea\u958b\u767a<\/strong>\u306e\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u30a8\u30e9\u30fc\u3084\u7121\u95a2\u4fc2\u306a\u30c7\u30fc\u30bf\u3092\u524a\u9664\u3057\u3066\u4fee\u6b63\u3057\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u3068\u304d\u3001AI\u306b\u3088\u308b\u9854\u8a8d\u8b58\u306b\u9069\u5207\u306a\u30c7\u30fc\u30bf\u304c\u308f\u304b\u3089\u306a\u3044\u5834\u5408\u3084\u3001\u6a5f\u68b0\u5b66\u7fd2\u304c\u6a5f\u80fd\u3059\u308b\u305f\u3081\u306e\u30c7\u30fc\u30bf\u91cf\u304c\u4e0d\u5341\u5206\u306a\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002 \u3053\u308c\u304c\u3001\u4e8b\u524d\u30c7\u30fc\u30bf\u51e6\u7406\u304c\u5fc5\u8981\u306a\u7406\u7531\u3067\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u51e6\u7406\u3067\u5fc5\u8981\u306a\u30b9\u30c6\u30c3\u30d7:<\/p>\n<ul>\n<li>\u6700\u521d\u306e\u751f\u30c7\u30fc\u30bf: \u3053\u306e\u6bb5\u968e\u3067\u306f\u6a5f\u68b0\u5b66\u7fd2\u7528\u306b\u6e96\u5099\u3055\u308c\u3066\u3044\u306a\u3044\u30bd\u30fc\u30b9\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u901a\u5e38\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u307e\u305f\u306f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u3042\u308a\u307e\u3059\u3002 \u3053\u308c\u3089\u306f\u751f\u30c7\u30fc\u30bf\u3068\u3082\u547c\u3070\u308c\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3067\u3059\u3002<\/li>\n<li>\u6a5f\u68b0\u5b66\u7fd2\u7528\u306b\u6e96\u5099\u3055\u308c\u305f\u30c7\u30fc\u30bf: \u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u304c\u51e6\u7406\u3055\u308c\u3001\u8868\u5f62\u5f0f\u306b\u5909\u63db\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30c7\u30fc\u30bf\u306f\u6a5f\u68b0\u5b66\u7fd2\u30d5\u30a7\u30fc\u30ba\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<li>\u7279\u5fae\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0: \u671f\u5f85\u3059\u308b\u30e2\u30c7\u30eb\u306b\u3057\u305f\u304c\u3063\u3066\u8ffd\u52a0\u306e\u5909\u6570\uff08\u7279\u5fae\u91cf\uff09\u3092\u8abf\u6574\u3059\u308b\u305f\u3081\u306e\u8a2d\u5b9a\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u6e96\u5099\u3067\u304d\u305f\u30c7\u30fc\u30bf\u30ec\u30b3\u30fc\u30c9\u3067\u7279\u5b9a\u306e\u6a5f\u68b0\u5b66\u7fd2\u64cd\u4f5c\u3092\u5b9f\u884c\u3057\u3001\u958b\u767a\u3055\u308c\u305f\u30e2\u30c7\u30eb\u306e\u6700\u65b0\u6a5f\u80fd\u3092\u5b9f\u969b\u306b\u751f\u6210\u3057\u3066\u4e88\u6e2c\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<h3 id=\"machine_learning\"><strong>2.3. \u6a5f\u68b0\u5b66\u7fd2<\/strong><\/h3>\n<div id=\"attachment_5384\" style=\"width: 660px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5384\" class=\"wp-image-5384 size-full\" src=\"https:\/\/cdn.bap-software.net\/2020\/07\/software-development-ai-utilization.jpg\" alt=\"\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u958b\u767a ai \u6d3b\u7528\" width=\"650\" height=\"488\" \/><p id=\"caption-attachment-5384\" class=\"wp-caption-text\">\u68b0\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9 &#8211; \u51fa\u5178\uff1aSlideshare<\/p><\/div>\n<p>\u3053\u306e\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u524d\u306e\u30b9\u30c6\u30c3\u30d7\u306e\u30c7\u30fc\u30bf\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3067\u9069\u5207\u306b\u6a5f\u80fd\u3059\u308b\u30e2\u30c7\u30eb\u3092\u751f\u6210\u3059\u308b\u306b\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u3092\u8ee2\u9001\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u8003\u616e\u3059\u3079\u304d\u30e1\u30c8\u30ea\u30c3\u30af :<\/p>\n<ul>\n<li><strong>\u5b66\u7fd2\u7cbe\u5ea6<\/strong><\/li>\n<li>\u691c\u8a3c\u7cbe\u5ea6<\/li>\n<li>\u5b66\u7fd2\u4e0d\u8db3<\/li>\n<li>\u691c\u8a3c\u4e0d\u8db3<\/li>\n<\/ul>\n<p>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6307\u6a19\u306e\u6bd4\u8f03\u306b\u5f79\u7acb\u3064\u30c4\u30fc\u30eb:<\/p>\n<ul>\n<li>Matplotlib<\/li>\n<li>Tensorboard<\/li>\n<\/ul>\n<h3 id=\"deloy_for_application\"><strong>2.4. \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u9069\u7528<\/strong><\/h3>\n<p>\u3053\u308c\u306fAI\u30a2\u30d7\u30ea\u958b\u767a\u306e\u6700\u7d42\u30d5\u30a7\u30fc\u30ba\u3067\u3042\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u5b9f\u969b\u306b\u4f7f\u7528\u3067\u304d\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306b\u9069\u7528\u3057\u307e\u3059\u3002\u901a\u5e38\u3001AI\u30a2\u30d7\u30ea\u3092\u958b\u767a\u3059\u308b\u306b\u306fPython\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001<a href=\"https:\/\/en.wikipedia.org\/wiki\/Applications_of_artificial_intelligence\" target=\"_blank\" rel=\"noopener noreferrer\">AI\u30a2\u30d7\u30ea\u958b\u767a<\/a>\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u306f\u8a55\u4fa1\u30d5\u30a7\u30fc\u30ba\u3082\u8ffd\u52a0\u3057\u307e\u3057\u3087\u3046\u3002\u3053\u306e\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u672c\u756a\u74b0\u5883\u3067\u30e2\u30c7\u30eb\u304c\u6b63\u3057\u304f\u6a5f\u80fd\u3057\u3066\u3044\u308b\u304b\u3092\u30c6\u30b9\u30c8\u3057\u3001\u5f53\u521d\u306e\u76ee\u7684\u306b\u9069\u3057\u3066\u3044\u308b\u304b\u3092\u8a55\u4fa1\u3057\u307e\u3059\u3002<\/p>\n<h2 id=\"utilization\"><strong>3. 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href=\"https:\/\/bap-software.net\/contact\/\">\u3044\u3064\u3067\u3082\u3054\u9023\u7d61\u304f\u3060\u3055\u3044\u3002<\/a><\/p>","protected":false},"author":10,"featured_media":5382,"template":"","meta":{"_acf_changed":false},"tags":[9249,9251,9250,9253],"blog-cat":[2058],"class_list":["post-5381","knowledge","type-knowledge","status-publish","has-post-thumbnail","hentry","tag-ai","tag-ai-services","tag-ai-technology","tag-software-development","blog-cat-technology"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.1 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>\u3010AI\u30a2\u30d7\u30ea\u958b\u767a\u3011\u6e96\u5099\u3059\u308b\u3079\u304d\u57fa\u672c\u4e8b\u9805\u3084\u5e73\u5747\u8cbb\u7528\u3092\u89e3\u8aac\uff01<\/title>\n<meta name=\"description\" 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