{"id":972,"date":"2024-09-30T12:18:41","date_gmt":"2024-09-30T09:18:41","guid":{"rendered":"https:\/\/www.womeninmarketing.bg\/?post_type=tec_session&#038;p=972"},"modified":"2024-10-07T12:41:25","modified_gmt":"2024-10-07T09:41:25","slug":"supercharging-marketing-with-google-cloud-ml-apis-and-gemini-a-beginners-guide","status":"publish","type":"tec_session","link":"https:\/\/www.womeninmarketing.bg\/bg\/sessions\/supercharging-marketing-with-google-cloud-ml-apis-and-gemini-a-beginners-guide\/","title":{"rendered":"\u0421\u0443\u043f\u0435\u0440\u043c\u0430\u0440\u043a\u0435\u0442\u0438\u043d\u0433 \u0441 Google Cloud ML API \u0438 Gemini: \u0420\u044a\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e \u0437\u0430 \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0449\u0438"},"content":{"rendered":"<p>\u0412 \u0442\u0430\u0437\u0438 \u0441\u0435\u0441\u0438\u044f, \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0449\u0430 \u0437\u0430 \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0449\u0438, 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\u0438 \u043f\u043e\u0434\u043e\u0431\u0440\u0438\u0442\u0435 \u0440\u0435\u043b\u0435\u0432\u0430\u043d\u0442\u043d\u043e\u0441\u0442\u0442\u0430.<\/p>\n\n\n\n<p>\u0417\u0430 \u043c\u0435\u043d\u0438\u0434\u0436\u044a\u0440\u0438 \u043d\u0430 \u0441\u043e\u0446\u0438\u0430\u043b\u043d\u0438 \u043c\u0435\u0434\u0438\u0438 \u0438 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u0438 \u043f\u043e \u043b\u043e\u043a\u0430\u043b\u043d\u043e SEO \u0449\u0435 \u0441\u0435 \u043f\u043e\u0442\u043e\u043f\u0438\u043c \u0432 \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u043d\u0430 \u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f\u0442\u0430 \u0438 \u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f\u0442\u0430 \u043d\u0430 \u043e\u0431\u0435\u043a\u0442\u0438\u0442\u0435 \u2013 \u0442\u0435\u0445\u043d\u0438\u043a\u0438 \u0437\u0430 \u0438\u0437\u0432\u043b\u0438\u0447\u0430\u043d\u0435 \u0438 \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u043e\u043d\u043b\u0430\u0439\u043d \u043e\u0442\u0437\u0438\u0432\u0438, \u0437\u0430 \u0434\u0430 \u0441\u0435 \u0440\u0430\u0437\u0431\u0435\u0440\u0435 \u043f\u043e-\u0434\u043e\u0431\u0440\u0435 \u043e\u0431\u0440\u0430\u0442\u043d\u0430\u0442\u0430 \u0432\u0440\u044a\u0437\u043a\u0430 \u043e\u0442 \u043a\u043b\u0438\u0435\u043d\u0442\u0438\u0442\u0435. \u0429\u0435 \u0440\u0430\u0437\u0433\u043b\u0435\u0434\u0430\u043c\u0435 \u0438 API-\u0442\u0430\u0442\u0430 \u0437\u0430 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f \u043d\u0430 \u0441\u044a\u0434\u044a\u0440\u0436\u0430\u043d\u0438\u0435 \u043d\u0430 Google Cloud, \u043f\u043e\u043a\u0430\u0437\u0432\u0430\u0439\u043a\u0438 \u043a\u0430\u043a \u0431\u0438\u0437\u043d\u0435\u0441\u0438\u0442\u0435 \u043c\u043e\u0433\u0430\u0442 \u043b\u0435\u0441\u043d\u043e \u0434\u0430 \u0442\u0440\u0430\u043d\u0441\u043a\u0440\u0438\u0431\u0438\u0440\u0430\u0442, 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\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0430\u043d\u0438 \u0440\u0435\u043a\u043b\u0430\u043c\u043d\u0438 \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u0435 \u0438 \u043f\u043e\u0434\u043e\u0431\u0440\u044f\u0432\u0430\u043d\u0435 \u043d\u0430 \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f\u0442\u0430 \u0441 \u043a\u043b\u0438\u0435\u043d\u0442\u0438\u0442\u0435.<\/p>\n\n\n\n<p>\u0421\u0435\u0441\u0438\u044f\u0442\u0430 \u0437\u0430\u0432\u044a\u0440\u0448\u0432\u0430 \u0441 \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0448\u0430\u0431\u043b\u043e\u043d\u0438 \u0437\u0430 \u0432\u043d\u0435\u0434\u0440\u044f\u0432\u0430\u043d\u0435 \u043d\u0430 \u0442\u0435\u0437\u0438 \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0432 Google Sheets (\u0431\u0435\u0437 \u043a\u043e\u0434) \u0438\u043b\u0438 Google Colab (Python), \u043a\u043e\u0435\u0442\u043e \u0432\u0438 \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u0430, \u0447\u0435 \u0449\u0435 \u0441\u0438 \u0442\u0440\u044a\u0433\u043d\u0435\u0442\u0435 \u0441 \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0441\u0442\u044a\u043f\u043a\u0438, \u0437\u0430 \u0434\u0430 \u0437\u0430\u043f\u043e\u0447\u043d\u0435\u0442\u0435 \u0434\u0430 \u0438\u0437\u043f\u043e\u043b\u0437\u0432\u0430\u0442\u0435 \u0438\u0437\u043a\u0443\u0441\u0442\u0432\u0435\u043d \u0438\u043d\u0442\u0435\u043b\u0435\u043a\u0442 \u0432 \u043c\u0430\u0440\u043a\u0435\u0442\u0438\u043d\u0433\u043e\u0432\u0438\u0442\u0435 \u0441\u0438 \u043f\u0440\u043e\u0446\u0435\u0441\u0438 \u0432\u0435\u0434\u043d\u0430\u0433\u0430.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"366\" src=\"https:\/\/www.womeninmarketing.bg\/wp-content\/uploads\/2024\/09\/unnamed-1.jpg\" alt=\"\" class=\"wp-image-994 size-full\" srcset=\"https:\/\/www.womeninmarketing.bg\/wp-content\/uploads\/2024\/09\/unnamed-1.jpg 512w, https:\/\/www.womeninmarketing.bg\/wp-content\/uploads\/2024\/09\/unnamed-1-300x214.jpg 300w, https:\/\/www.womeninmarketing.bg\/wp-content\/uploads\/2024\/09\/unnamed-1-18x12.jpg 18w\" sizes=\"auto, (max-width: 512px) 100vw, 512px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"has-heading-color has-text-color has-link-color wp-elements-08bc3164f8b3cd6c1bd27ba44e9b4c05\">\u041d\u0430\u0448\u0430\u0442\u0430 \u043e\u0431\u0449\u043d\u043e\u0441\u0442 \u0440\u0430\u0431\u043e\u0442\u0438 \u0441 <strong>Google<\/strong> \u0434\u0430 \u0441\u0438 \u043f\u0430\u0440\u0442\u043d\u0438\u0440\u0430 \u0441 \u0415<strong>\u0421\u0435\u0434\u043c\u0438\u0446\u0430 \u043d\u0430 U Code<\/strong> \u0434\u0430 \u0441\u0435 \u043f\u0440\u0435\u043f\u043e\u0434\u0430\u0432\u0430 \u0433\u0440\u0430\u043c\u043e\u0442\u043d\u043e\u0441\u0442 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0442\u0430 \u043d\u0430 \u0438\u0437\u043a\u0443\u0441\u0442\u0432\u0435\u043d\u0438\u044f \u0438\u043d\u0442\u0435\u043b\u0435\u043a\u0442 \u0441 <strong>\u0418\u0437\u0436\u0438\u0432\u0435\u0439\u0442\u0435 \u0438\u0437\u043a\u0443\u0441\u0442\u0432\u0435\u043d \u0438\u043d\u0442\u0435\u043b\u0435\u043a\u0442<\/strong> \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0430.<\/p>\n\n\n\n<p class=\"has-heading-color has-text-color has-link-color wp-elements-6c7a9e6525c87d51cb3d25f659e3687e\">\u0412 \u043d\u0435\u044f<strong> <a href=\"https:\/\/www.womeninmarketing.bg\/bg\/en\/sessions\/supercharging-marketing-with-google-cloud-ml-apis-and-gemini-a-beginners-guide\/\" data-type=\"link\" data-id=\"https:\/\/www.womeninmarketing.bg\/en\/sessions\/supercharging-marketing-with-google-cloud-ml-apis-and-gemini-a-beginners-guide\/\">\u043b\u0435\u043a\u0446\u0438\u044f<\/a>,<\/strong> \u041b\u0430\u0437\u0430\u0440\u0438\u043d\u0430 \u0421\u0442\u043e\u0439 \u0449\u0435 \u043e\u0431\u0445\u0432\u0430\u043d\u0435 \u043d\u0435 \u0441\u0430\u043c\u043e \u043e\u0441\u043d\u043e\u0432\u0438\u0442\u0435 \u0432 \u0438\u0437\u0433\u0440\u0430\u0436\u0434\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u043c\u043e\u0434\u0435\u043b\u0438 \u0437\u0430 \u043c\u0430\u0448\u0438\u043d\u043d\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435, \u043d\u043e \u0438 \u043d\u044f\u043a\u043e\u0438 \u0443\u0441\u044a\u0432\u044a\u0440\u0448\u0435\u043d\u0441\u0442\u0432\u0430\u043d\u0438 \u0442\u0435\u0445\u043d\u0438\u043a\u0438 \u0437\u0430 \u0432\u043d\u0435\u0434\u0440\u044f\u0432\u0430\u043d\u0435 \u043d\u0430 API \u0437\u0430 \u043c\u0430\u0448\u0438\u043d\u043d\u043e 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