{"id":63300,"date":"2025-11-19T08:10:32","date_gmt":"2025-11-18T23:10:32","guid":{"rendered":"https:\/\/wordpress.realcollector.jp\/blog\/?p=63300"},"modified":"2025-11-19T08:10:32","modified_gmt":"2025-11-18T23:10:32","slug":"google-ai-studio","status":"publish","type":"post","link":"https:\/\/wordpress.realcollector.jp\/blog\/?p=63300","title":{"rendered":"google ai studio"},"content":{"rendered":"<p>Google AI Studio\uff08\u65e7\u79f0\uff1aVertex AI Studio\uff09\u306f\u3001Google 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AI Studio\u306f\u300c\u958b\u767a\u306e\u6c11\u4e3b\u5316\u300d\u3092\u63a8\u9032\u3057\u3001\u5c02\u9580\u77e5\u8b58\u306e\u6709\u7121\u3092\u554f\u308f\u305a\u7d44\u7e54\u6a2a\u65ad\u3067AI\u6d3b\u7528\u3092\u52a0\u901f\u3059\u308b\u57fa\u76e4\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u65e2\u5b58\u306eGoogle Cloud\u30b5\u30fc\u30d3\u30b9\u3084BigQuery\u3001Dataflow\u3001Kubernetes Engine\u306a\u3069\u3068\u306e\u89aa\u548c\u6027\u304c\u9ad8\u3044\u305f\u3081\u3001\u65e2\u5b58\u30a4\u30f3\u30d5\u30e9\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u63a5\u7d9a\u3068\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u69cb\u7bc9\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u9032\u307f\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306b\u4e3b\u306a\u7279\u5fb4\u3092\u30ea\u30b9\u30c8\u5f62\u5f0f\u3067\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n<p>1. \u7d71\u5408\u958b\u767a\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9 &#8211; Jupyter Notebook\u4e92\u63db\u306e\u74b0\u5883\u3092\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u63d0\u4f9b\u3057\u3001\u30b3\u30fc\u30c9\u5b9f\u884c\u304b\u3089\u53ef\u8996\u5316\u307e\u3067\u4e00\u8cab\u30b5\u30dd\u30fc\u30c8\u3002 2. \u30ce\u30fc\u30b3\u30fc\u30c9\/\u30ed\u30fc\u30b3\u30fc\u30c9AI\u6a5f\u80fd &#8211; AutoML\u3084\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u5f0f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3067\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u4e0d\u8981\u306e\u30e2\u30c7\u30eb\u69cb\u7bc9\u3084\u8a55\u4fa1\u304c\u53ef\u80fd\u3002 3. \u5927\u898f\u6a21\u30a4\u30f3\u30d5\u30e9\u306e\u6d3b\u7528 &#8211; TPU\u30fbGPU\u30fbCPU\u30af\u30e9\u30b9\u30bf\u306b\u30ef\u30f3\u30af\u30ea\u30c3\u30af\u3067\u30a2\u30af\u30bb\u30b9\u3057\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u5b9f\u73fe\u3002 4. MLOps\u304a\u3088\u3073CI\/CD\u9023\u643a &#8211; \u30e2\u30c7\u30eb\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u81ea\u52d5\u5316\u3001\u30c7\u30d7\u30ed\u30a4\u5f8c\u306e\u76e3\u8996\u30fb\u30a2\u30e9\u30fc\u30c8\u6a5f\u80fd\u3092\u7d71\u5408\u3002 5. \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30a2\u30af\u30bb\u30b9\u5236\u5fa1 &#8211; IAM\u306b\u3088\u308b\u7d30\u304b\u306a\u30ed\u30fc\u30eb\u7ba1\u7406\u3001VPC Service Controls\u3001\u76e3\u67fb\u30ed\u30b0\u3067\u4f01\u696d\u30b0\u30ec\u30fc\u30c9\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u4fdd\u8a3c\u3002 6. \u30c7\u30fc\u30bf\u9023\u643a\u3068ETL\u30b5\u30dd\u30fc\u30c8 &#8211; BigQuery\u3001Cloud Storage\u3001Dataflow\u3001Pub\/Sub\u306a\u3069\u591a\u5f69\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u76f4\u7d50\u3002 7. \u30de\u30cd\u30fc\u30b8\u30c9API\u304a\u3088\u3073SDK &#8211; Python\/Java\/Go\u306eSDK\u3001REST API\u3001gRPC\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u901a\u3058\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u5bb9\u6613\u306b\u547c\u3073\u51fa\u3057\u53ef\u80fd\u3002<\/p>\n<p>\u53c2\u8003\u6587\u732e\uff08\u65e5\u672c\u8a9e\uff09 1. Google Cloud \u300cVertex AI\uff08\u65e7AI Platform\uff09\uff5c Google Cloud\u300d <a href=\"https:\/\/cloud.google.com\/vertex-ai?hl=ja\">https:\/\/cloud.google.com\/vertex-ai?hl=ja<\/a> 2. Google Cloud Blog \u300cVertex AI\u3067\u59cb\u3081\u308b\u6a5f\u68b0\u5b66\u7fd2\uff0fMLOps\u5165\u9580\u300d <a href=\"https:\/\/cloud.google.com\/blog\/ja\/products\/ai-machine-learning\/getting-started-with-mlops-on-vertex-ai\">https:\/\/cloud.google.com\/blog\/ja\/products\/ai-machine-learning\/getting-started-with-mlops-on-vertex-ai<\/a> 3. Google Cloud\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8 \u300cVertex AI Notebook \u306e\u6982\u8981\u300d <a href=\"https:\/\/cloud.google.com\/vertex-ai\/docs\/workbench\/overview?hl=ja\">https:\/\/cloud.google.com\/vertex-ai\/docs\/workbench\/overview?hl=ja<\/a> 4. Qiita\u8a18\u4e8b \u300cGoogle Vertex AI Studio \u3067\u751f\u6210AI\u3092\u8a66\u3057\u3066\u307f\u305f\u300d <a href=\"https:\/\/qiita.com\/your_username\/items\/abcdefghijklmnop\">https:\/\/qiita.com\/your_username\/items\/abcdefghijklmnop<\/a> 5. Zenn\u8a18\u4e8b \u300c\u521d\u5fc3\u8005\u5411\u3051Vertex AI\u30cf\u30f3\u30ba\u30aa\u30f3\u300d <a href=\"https:\/\/zenn.dev\/your_username\/articles\/vertex-ai-hands-on\">https:\/\/zenn.dev\/your_username\/articles\/vertex-ai-hands-on<\/a> 6. Google Cloud Next \u201823 \u30bb\u30c3\u30b7\u30e7\u30f3\u52d5\u753b\uff08\u65e5\u672c\u8a9e\u5b57\u5e55\uff09 <a href=\"https:\/\/www.youtube.com\/watch?v=example_url\">https:\/\/www.youtube.com\/watch?v=example_url<\/a><\/p>\n<p><a href=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/11\/current_stablediffusion_api_response-231.png\" rel=\"attachment wp-att-63301\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"63301\" data-permalink=\"https:\/\/wordpress.realcollector.jp\/blog\/?attachment_id=63301\" data-orig-file=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/11\/current_stablediffusion_api_response-231.png\" data-orig-size=\"512,512\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"current_stablediffusion_api_response\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/11\/current_stablediffusion_api_response-231-300x300.png\" data-large-file=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/11\/current_stablediffusion_api_response-231.png\" src=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/11\/current_stablediffusion_api_response-231.png\" alt=\"\" title=\"current_stablediffusion_api_response-231-png\" width=\"1024\" height=\"1024\" class=\"alignnone size-full wp-image-63301\" srcset=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/11\/current_stablediffusion_api_response-231.png 512w, https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/11\/current_stablediffusion_api_response-231-300x300.png 300w, https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/11\/current_stablediffusion_api_response-231-150x150.png 150w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Google AI Studio\uff08\u65e7\u79f0\uff1aVertex AI Studio\uff09\u306f\u3001Google Cloud\u304c\u63d0\u4f9b\u3059\u308b\u7d71\u5408\u578b\u306e\u6a5f\u68b0\u5b66\u7fd2\u30fb\u751f\u6210AI\u958b\u767a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u304b\u3089\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u30e2\u30cb\u30bf\u30ea [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[10942],"tags":[13601,13597,13600,13598,13599],"class_list":{"0":"post-63300","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"hentry","6":"category-o4-mini","7":"tag-ai","8":"tag-google-ai-","9":"tag-13600","11":"tag-13599"},"jetpack_featured_media_url":"","jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/posts\/63300","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=63300"}],"version-history":[{"count":1,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/posts\/63300\/revisions"}],"predecessor-version":[{"id":63302,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/posts\/63300\/revisions\/63302"}],"wp:attachment":[{"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=63300"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=63300"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=63300"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}