{"id":42120,"date":"2018-01-30T01:00:27","date_gmt":"2018-01-29T16:00:27","guid":{"rendered":"https:\/\/blog.everpuredata.com\/?p=42120"},"modified":"2025-01-30T06:36:57","modified_gmt":"2025-01-30T14:36:57","slug":"mastering-ai-growing-pains","status":"publish","type":"post","link":"https:\/\/blog.everpuredata.com\/ja\/solutions\/mastering-ai-growing-pains\/","title":{"rendered":"AI \u306e\u6210\u9577\u306b\u4f34\u3046\u300c\u75db\u307f\u300d\u3068\u305d\u306e\u514b\u670d\u6cd5"},"content":{"rendered":"\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-7387b849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column has-medium-font-size is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:70%\">\n<div class=\"wp-block-group pdf-print-hide is-content-justification-right is-nowrap is-layout-flex wp-container-core-group-is-layout-f726d978 wp-block-group-is-layout-flex\"><div class=\"pdfprnt-buttons\"><a href=\"https:\/\/blog.everpuredata.com\/ja\/wp-json\/wp\/v2\/posts\/42120?print=pdf\" class=\"pdfprnt-button pdfprnt-button-pdf\" target=\"_blank\" ><img decoding=\"async\" src=\"https:\/\/blog.everpuredata.com\/wp-content\/plugins\/pdf-print-pro\/images\/pdf.png?1953174090\" alt=\"image_pdf\" title=\"View PDF\" \/><\/a><a href=\"https:\/\/blog.everpuredata.com\/ja\/wp-json\/wp\/v2\/posts\/42120?print=print\" class=\"pdfprnt-button pdfprnt-button-print\" target=\"_blank\" ><img decoding=\"async\" src=\"https:\/\/blog.everpuredata.com\/wp-content\/plugins\/pdf-print-pro\/images\/print.png?245231721\" alt=\"image_print\" title=\"Print Content\" \/><\/a><\/div>\n<\/div>\n\n\n\n<div id=\"CONTENT\" class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u30d4\u30e5\u30a2\u30fb\u30b9\u30c8\u30ec\u30fc\u30b8\u30fb\u30b8\u30e3\u30d1\u30f3\u3001FlashBlade \u30bb\u30fc\u30eb\u30b9\u30ea\u30fc\u30c9\u306e\u5927\u6d66\u3068\u7533\u3057\u307e\u3059\u3002\u672c\u5e74\u3082\u3088\u308d\u3057\u304f\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">FlashBlade \u306b\u95a2\u3059\u308b\u672c\u793e\u30d6\u30ed\u30b0\u306e\u7ffb\u8a33\u8a18\u4e8b\u3092\u4e2d\u5fc3\u306b\u3001\u6570\u56de\u306b\u308f\u305f\u3063\u3066\u3054\u7d39\u4ecb\u3057\u3066\u307e\u3044\u308a\u307e\u3059\u3002\u7b2c\u4e00\u56de\u76ee\u306f\u3001\u300e<strong>AI \u306e\u6210\u9577\u306b\u4f34\u3046\u300c<\/strong><strong>\u75db\u307f\u300d\u3068\u305d\u306e\u514b\u670d\u6cd5\u300f<\/strong>\u3068\u984c\u3057\u307e\u3057\u3066\u3001Pure Storage Inc. \u306e\u30a8\u30df\u30ea\u30fc\u30fb\u30ef\u30c8\u30ad\u30f3\u30ba\uff08Emily Watkins\uff09\u304a\u3088\u3073 Ziff.ai \u793e\u306e CEO\u3001\u30c7\u30d3\u30c3\u30c9\u30fb\u30b4\u30f3\u30b6\u30ec\u30b9\u6c0f\uff08David Gonzales\uff09\u3068\u306e\u5171\u540c\u57f7\u7b46\u8a18\u4e8b\u306e\u3054\u7d39\u4ecb\u3067\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u69cb\u7bc9\u306f\u7c21\u5358\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001<strong>\u7d99\u7d9a\u7684\u5b66\u7fd2<\/strong>\uff08Continuous Training\uff09\u3084<strong>\u62e1\u5f35\u578b\u5b66\u7fd2<\/strong>\uff08Augmented Learning\uff09\u306a\u3069\u304c\u7d44\u307f\u8fbc\u307e\u308c\u305f\u9ad8\u5ea6\u306a AI \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306f\u3001\u3055\u3089\u306b\u96e3\u5ea6\u304c\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001AI \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6210\u9577\u3068\u3068\u3082\u306b\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ec\u30d9\u30eb\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30ec\u30d9\u30eb\u306e\u8907\u96d1\u3055\u304c\u901a\u5e38\u3069\u306e\u3088\u3046\u306b\u5897\u5927\u3057\u3066\u3044\u304f\u304b\u3092\u8aac\u660e\u3057\u307e\u3059\u3002\u8efd\u3044\u6c17\u6301\u3061\u3067 AI \u306e\u5b9f\u88c5\u3092\u6c7a\u65ad\u3059\u3079\u304d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u73fe\u72b6\u3067\u306f AI \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u30d7\u30e9\u30b0\u30a2\u30f3\u30c9\u30d7\u30ec\u30a4\u3067\u306f\u306a\u3044\u304b\u3089\u3067\u3059\u3002\u4eca\u3059\u3050\u306b\u3067\u3082 AI \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u69cb\u7bc9\u3092\u59cb\u3081\u308b\u3068\u3044\u3046\u5834\u5408\u306f\u3001\u5c11\u306a\u304f\u3068\u3082\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u3053\u306e\u5148\u3069\u306e\u3088\u3046\u306b\u5c55\u958b\u3057\u3066\u3044\u304f\u304b\u3092\u7406\u89e3\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u5148\u3092\u8003\u3048\u3066\u304a\u304f\u3053\u3068\u3067\u3001\u5f8c\u3067\u5927\u5909\u306a\u601d\u3044\u3092\u305b\u305a\u306b\u3059\u3080\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d4\u30e5\u30a2\u30fb\u30b9\u30c8\u30ec\u30fc\u30b8\u306f\u3053\u308c\u307e\u3067\u3001\u304a\u5ba2\u69d8\u306b\u3088\u308b AI \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u5c55\u958b\u306b\u5bfe\u3057\u3001\u6700\u521d\u304b\u3089\u6700\u5f8c\u307e\u3067\u4e00\u8cab\u3057\u305f\u304a\u624b\u4f1d\u3044\u3092\u3057\u3066\u304d\u307e\u3057\u305f\u3002AI \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u5c55\u958b\u306b\u306f\u5171\u901a\u3059\u308b\u300c\u843d\u3068\u3057\u7a74\u300d\u304c\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u3002\u65e9\u3044\u6bb5\u968e\u304b\u3089\u8003\u616e\u3057\u3066\u304a\u304f\u3079\u304d\u3060\u3068\u8003\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u5c0e\u5165\u306e\u521d\u671f\u6bb5\u968e\u304b\u3089\u6700\u5148\u7aef\u306e\u62e1\u5f35\u578b\u5b66\u7fd2\u306b\u81f3\u308b\u307e\u3067\u3001\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u7ba1\u7406\u3067\u304d\u308b\u3053\u3068\u304c\u91cd\u8981\u3068\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u8907\u96d1\u3055\u304c\u554f\u984c\u767a\u751f\u306e\u539f\u56e0\u3068\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u3001\u305d\u306e\u30ea\u30b9\u30af\u306f AI \u3092\u6df1\u3081\u308b\u306b\u3064\u308c\u3066\u5897\u5927\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"613\" src=\"https:\/\/blog.everpuredata.com\/wp-content\/uploads\/2017\/10\/iceberg-1024x613.png\" alt=\"\" class=\"wp-image-39424\" srcset=\"https:\/\/blog.everpuredata.com\/wp-content\/uploads\/2017\/10\/iceberg-1024x613.png 1024w, https:\/\/blog.everpuredata.com\/wp-content\/uploads\/2017\/10\/iceberg-300x180.png 300w, https:\/\/blog.everpuredata.com\/wp-content\/uploads\/2017\/10\/iceberg.png 1276w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-1-ai-\u6226\u7565\u3092\u691c\u8a0e\u3059\u308b\">1\uff1aAI \u6226\u7565\u3092\u691c\u8a0e\u3059\u308b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u6226\u7565\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3053\u3068\u306b\u6c7a\u3081\u305f\u3068\u3057\u307e\u3059\u3002\u305d\u306e\u5834\u5408\u3001\u307e\u305a AI \u304c\u3069\u306e\u3088\u3046\u306b\u4f1a\u793e\u3078\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u3092\u3082\u305f\u3089\u3059\u304b\u3092\u30d6\u30ec\u30a4\u30f3\u30b9\u30c8\u30fc\u30df\u30f3\u30b0\u3057\u3001\u305d\u306e\u305f\u3081\u306b\u8abf\u67fb\u3059\u3079\u304d\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3084\u89e3\u6c7a\u304c\u5fc5\u8981\u306a\u6307\u6a19\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u3067\u306f\u306a\u304f\u5358\u7d14\u306a\u767a\u898b\u7684\u554f\u984c\u89e3\u6c7a\u6cd5\u304c\u63a1\u7528\u3067\u304d\u306a\u3044\u304b\u3092\u8a55\u4fa1\u3057\u307e\u3059\u3002\u901a\u5e38\u3001AI \u30c4\u30fc\u30eb\u306e\u8abf\u67fb\u306b\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\uff08TensorFlow \u306a\u3069\uff09\u3084\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\uff08ImageNet \u306a\u3069\uff09\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u822c\u7684\u306b\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u300c<strong>\u75db\u307f\u306e\u30dd\u30a4\u30f3\u30c8<\/strong>\u300d\uff08pain point\uff09\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u53ef\u7528\u6027<\/strong>\n<ul class=\"wp-block-list\">\n<li><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>AI \u306b\u5bfe\u3059\u308b\u904e\u5270\u306a\u671f\u5f85<\/strong>\n<ul class=\"wp-block-list\">\n<li><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-2-\u6700\u521d\u306e\u6a5f\u68b0\u5b66\u7fd2\u3092\u5b9f\u7a3c\u52d5\u74b0\u5883\u306b\u5c0e\u5165\u3059\u308b\">2\uff1a\u6700\u521d\u306e\u6a5f\u68b0\u5b66\u7fd2\u3092\u5b9f\u7a3c\u52d5\u74b0\u5883\u306b\u5c0e\u5165\u3059\u308b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u6bb5\u968e\u3067\u306f\u3001\u4eba\u9593\u306e\u63a8\u8ad6\u306b\u3088\u3063\u3066\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u30e9\u30d9\u30eb\u304c\u4ed8\u3051\u3089\u308c\u3066\u3044\u308b\u3001\u3042\u308b\u3044\u306f\u3042\u3089\u304b\u3058\u3081\u30e9\u30d9\u30eb\u306e\u4ed8\u3051\u3089\u308c\u305f\u30c7\u30fc\u30bf\u3092\u5165\u624b\u3057\u3066\u3044\u308b\u3053\u3068\u3067\u3057\u3087\u3046\u3002\u3053\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u8abf\u3079\u3066\u3001\u305d\u306e\u4e00\u8cab\u6027\u3092\u691c\u8a3c\u3057\u3001\u5916\u308c\u5024\u3001\u7a7a\u306e\u5024\u3001\u8aa4\u308a\u306e\u3042\u308b\u5024\u3092\u8a55\u4fa1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u6bb5\u968e\u3067\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u300c<strong>\u75db\u307f\u306e\u30dd\u30a4\u30f3\u30c8<\/strong>\u300d\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u624b\u4f5c\u696d\u306b\u3088\u308b\u30c7\u30fc\u30bf\u3078\u306e\u30e9\u30d9\u30eb\u4ed8\u3051\u306b\u591a\u5927\u306a\u52b4\u529b\u304c\u5fc5\u8981\u3067\u3001\u30a8\u30e9\u30fc\u3082\u8d77\u3053\u308a\u3084\u3059\u3044<\/strong>\n<ul class=\"wp-block-list\">\n<li><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6b63\u78ba\u306a\u7d50\u679c\u3092\u5f97\u308b\u305f\u3081\u306b\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u4ee3\u8868\u7684\u306a\u3082\u306e\u3067\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044<\/strong><\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u7ba1\u7406\u3068\u6765\u6b74\u8abf\u67fb\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u3001\u52b9\u7387\u7684\u3067\u306f\u306a\u3044<\/strong>\n<ul class=\"wp-block-list\">\n<li><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u597d\u307f\u306e\u5b66\u7fd2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\uff08Caffe2\u3001TensorFlow\u3001PyTorch 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class=\"wp-block-paragraph\">\u5b66\u7fd2\u6bb5\u968e\u3067\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u300c<strong>\u75db\u307f\u306e\u30dd\u30a4\u30f3\u30c8<\/strong>\u300d\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8abf\u6574\u306e\u8907\u96d1\u3055\u3084\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u9045\u3055\u3001\u30c7\u30fc\u30bf\u79fb\u52d5\u306e\u7e70\u308a\u8fd4\u3057\u306b\u3088\u308a\u3001\u5b66\u7fd2\u306e\u53cd\u5fa9\u901f\u5ea6\u304c\u9045\u304f\u306a\u308a\u304c\u3061<\/strong>\n<ul class=\"wp-block-list\">\n<li><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30c7\u30d0\u30c3\u30b0\u306b\u306f\u3001\u5b66\u7fd2\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u8abf\u6574\u3084\u5b66\u7fd2\u30c7\u30fc\u30bf\u81ea\u4f53\u3092\u7d30\u304b\u304f\u8abf\u6574\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044<\/strong>\n<ul class=\"wp-block-list\">\n<li><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img loading=\"lazy\" decoding=\"async\" width=\"2786\" height=\"1140\" src=\"https:\/\/blog.everpuredata.com\/wp-content\/uploads\/2017\/10\/ZiffPure-AI-Maturity-Phases_pipeline-image.png\" alt=\"\" class=\"wp-image-39402\" srcset=\"https:\/\/blog.everpuredata.com\/wp-content\/uploads\/2017\/10\/ZiffPure-AI-Maturity-Phases_pipeline-image.png 2786w, https:\/\/blog.everpuredata.com\/wp-content\/uploads\/2017\/10\/ZiffPure-AI-Maturity-Phases_pipeline-image-300x123.png 300w, https:\/\/blog.everpuredata.com\/wp-content\/uploads\/2017\/10\/ZiffPure-AI-Maturity-Phases_pipeline-image-1024x419.png 1024w\" sizes=\"auto, (max-width: 2786px) 100vw, 2786px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u521d\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u307e\u3067\u306e\u6642\u9593\u3092\u77ed\u7e2e\u3059\u308b\u306b\u306f\u3001AI \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u96c6\u4e2d\u30b9\u30c8\u30ec\u30fc\u30b8\u30cf\u30d6\u306b\u9589\u3058\u8fbc\u3081\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-3-\u7bc4\u56f2\u3092\u62e1\u5927\u3059\u308b\">3\uff1a\u7bc4\u56f2\u3092\u62e1\u5927\u3059\u308b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u901a\u5e38\u3001AI \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u62e1\u5927\u3057\u3001\u8907\u6570\u306e\u30e2\u30c7\u30eb\u3092\u542b\u3080\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u63a8\u8ad6\u4e2d\u306b\u96c6\u3081\u3089\u308c\u308b\u60c5\u5831\u306e\u5b8c\u5168\u6027\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u9854\u8a8d\u8b58\u306b\u5fc5\u8981\u306a\u5404\u8981\u7d20\uff08\u5e74\u9f62\u3001\u6027\u5225\u3001\u611f\u60c5\uff09\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u69cb\u7bc9\u3059\u308b\u3068\u3057\u307e\u3059\u3002AI \u30c1\u30fc\u30e0\u306f\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u304c\u3001\u540c\u3058\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u540c\u6642\u306b\u4f7f\u7528\u3059\u308b\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084\u30c1\u30fc\u30e0\u3092\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u306e\u300c<strong>\u75db\u307f\u306e\u30dd\u30a4\u30f3\u30c8<\/strong>\u300d\u306f\u3001\u30b9\u30c6\u30c3\u30d7 2 \u3068\u540c\u69d8\u3067\u3059\u304c\u3001\u53d6\u308a\u6271\u3046\u30e2\u30c7\u30eb\u306e\u6570\u3068\u3068\u3082\u306b\u96e3\u5ea6\u304c\u5897\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-4-\u7d99\u7d9a\u7684\u5b66\u7fd2\u3092\u884c\u3046\">4\uff1a\u7d99\u7d9a\u7684\u5b66\u7fd2\u3092\u884c\u3046<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u63a8\u8ad6\u4e2d\u306f\u7570\u5e38\u3092\u691c\u77e5\u3057\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306b\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3057\u3066\u30e2\u30c7\u30eb\u3092\u518d\u5b66\u7fd2\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u300c<strong>\u30a2\u30af\u30c6\u30a3\u30d6\u5b66\u7fd2<\/strong>\u300d\uff08active learning\uff09\u3068\u547c\u3070\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u6025\u6fc0\u306b\u767a\u5c55\u3059\u308b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8a2d\u8a08\uff08\u7573\u307f\u8fbc\u307f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001GAN \u306a\u3069\uff09\u3084\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\uff08\u4eba\u5de5\u7684\u306a\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u751f\u6210\u306a\u3069\uff09\u306e\u3082\u305f\u3089\u3059\u6069\u6075\u3092\u6d3b\u7528\u3057\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u6210\u529f\u3059\u308b\u30c1\u30fc\u30e0\u306f\u3001\u591a\u304f\u306e\u5834\u5408 DevOps \u306e\u3088\u3046\u306a\u6226\u8853\u3092\u4f7f\u3063\u3066\u305d\u306e\u5834\u3067\u30e2\u30c7\u30eb\u3092\u5c55\u958b\u3057\u3001\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u30eb\u30fc\u30d7\u3092\u7d99\u7d9a\u3055\u305b\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u5171\u901a\u3059\u308b\u300c<strong>\u75db\u307f\u306e\u30dd\u30a4\u30f3\u30c8<\/strong>\u300d\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u5909\u5316\u306b\u4f34\u3046\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u8981\u6c42\u306e\u9032\u5316\u306b\u5bfe\u5fdc\u3067\u304d\u306a\u3044\u67d4\u8edf\u6027\u306e\u306a\u3044\u30b9\u30c8\u30ec\u30fc\u30b8\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u304c\u3001AI \u30c1\u30fc\u30e0\u306e\u8db3\u304b\u305b\u3068\u306a\u308b<\/strong><\/li>\n\n\n\n<li><strong>\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u76e3\u8996<\/strong>\n<ul class=\"wp-block-list\">\n<li><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-5-\u62e1\u5f35\u578b\u5b66\u7fd2\u3092\u884c\u3046\">5\uff1a\u62e1\u5f35\u578b\u5b66\u7fd2\u3092\u884c\u3046<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u30b5\u30a4\u30ed\u540c\u58eb\u306e\u767a\u5c55\u306b\u4e0d\u53ef\u6b20\u306a\u3082\u306e\u3078\u3068\u5909\u308f\u3063\u3066\u3044\u304d\u307e\u3059\u3002\u65e2\u5b58\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u6d3b\u7528\u3059\u308b\u65b9\u6cd5\u306f\u3044\u304f\u3064\u3082\u3042\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u8ee2\u79fb\u5b66\u7fd2\uff08transfer learning\uff09\u3092\u901a\u3058\u3066\u65b0\u3057\u3044\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u3059\u3050\u306b\u958b\u59cb\u3055\u305b\u308b\u305f\u3081\u306b\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u7f6e\u304d\u63db\u3048\u305f\u308a\u3001\u96a3\u308a\u5408\u3046\u554f\u984c\u30bb\u30c3\u30c8\u306b\u65e2\u5b58\u306e\u30e2\u30c7\u30eb\u3092\u63d0\u4f9b\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4eba\u9593\u3068\u30c7\u30fc\u30bf\u306e\u76f8\u4e92\u4f5c\u7528\u306e\u5404\u6bb5\u968e\u3067\u3001\u56f0\u96e3\u3055\u306f\u6025\u6fc0\u306b\u5897\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u958b\u767a\u306e\u521d\u671f\u6bb5\u968e\u304b\u3089\u306e\u975e\u52b9\u7387\u6027\u3068\u300c<strong>\u75db\u307f\u306e\u30dd\u30a4\u30f3\u30c8<\/strong>\u300d\u304c\u6b21\u3005\u3068\u6df7\u3056\u308a\u5408\u3044\u30011 \u3064\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u958b\u767a\u304b\u3089\u3001\u30c0\u30a6\u30f3\u30b9\u30c8\u30ea\u30fc\u30e0\u306b\u3042\u308b\u500b\u3005\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3078\u3068\u53d7\u3051\u7d99\u304c\u308c\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9ad8\u901f\u306a\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u304c\u3042\u308c\u3070\u3001<\/strong><strong>AI \u30c1\u30fc\u30e0\u306f\u3001\u958b\u767a\u30d5\u30a7\u30fc\u30ba\u3092\u8fc5\u901f\u306b\u9032\u3081\u3089\u308c\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u5728\u3001\u30c1\u30fc\u30e0\u304c\u3001AI \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u5404\u6bb5\u968e\u306b\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30b5\u30a4\u30ed\u3092\u6301\u3063\u3066\u3044\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u5168\u4f53\u306b\u63a5\u7d9a\u3059\u308b\u96c6\u4e2d\u30b9\u30c8\u30ec\u30fc\u30b8\u30cf\u30d6\u3092\u6301\u3064\u3088\u308a\u3082\u67d4\u8edf\u6027\u306b\u4e4f\u3057\u304f\u3001\u6642\u9593\u3082\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p 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wp-block-column-is-layout-flow\" style=\"flex-basis:30%\"><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u300eAI \u306e\u6210\u9577\u306b\u4f34\u3046\u300c\u75db\u307f\u300d\u3068\u305d\u306e\u514b\u670d\u6cd5\u300f\u3068\u984c\u3057\u307e\u3057\u3066\u3001Pure Storage Inc. \u306e\u30a8\u30df\u30ea\u30fc\u30fb\u30ef\u30c8\u30ad\u30f3\u30ba\uff08Emily Watkins\uff09\u304a\u3088\u3073 Ziff.ai \u793e\u306e CEO\u3001\u30c7\u30d3\u30c3\u30c9\u30fb\u30b4\u30f3\u30b6\u30ec\u30b9\u6c0f\uff08David 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