{"id":177051,"date":"2025-05-22T14:00:46","date_gmt":"2025-05-22T14:00:46","guid":{"rendered":"https:\/\/flypix.ai\/?p=177051"},"modified":"2026-01-26T13:50:18","modified_gmt":"2026-01-26T13:50:18","slug":"geoai-courses","status":"publish","type":"post","link":"https:\/\/flypix.ai\/ar\/geoai-courses\/","title":{"rendered":"\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a: \u0623\u0641\u0636\u0644 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a"},"content":{"rendered":"<p>\u064a\u064f\u063a\u064a\u0651\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a (GeoAI) \u0637\u0631\u064a\u0642\u0629 \u062a\u062d\u0644\u064a\u0644\u0646\u0627 \u0644\u0644\u062e\u0631\u0627\u0626\u0637 \u0648\u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0648\u0627\u0642\u0639. \u0641\u0647\u0648 \u064a\u064f\u062a\u064a\u062d \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062d\u0644 \u0645\u0634\u0627\u0643\u0644 \u0648\u0627\u0642\u0639\u064a\u0629\u060c \u0645\u062b\u0644 \u062a\u062a\u0628\u0639 \u062a\u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0627\u062e\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u062d\u0636\u0631\u064a\u060c 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https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/desp_logo-300x144.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/desp_logo-18x9.jpg 18w\" sizes=\"(max-width: 487px) 100vw, 487px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">1. \u0645\u0646\u0635\u0629 \u062f\u064a\u0633\u062a\u064a\u0646<\/h2>\n\n\n\n<p>\u0645\u0628\u0627\u062f\u0631\u0629 &quot;\u0648\u062c\u0647\u0629 \u0627\u0644\u0623\u0631\u0636&quot; \u0647\u064a \u0645\u0628\u0627\u062f\u0631\u0629 \u062a\u0627\u0628\u0639\u0629 \u0644\u0644\u0645\u0641\u0648\u0636\u064a\u0629 \u0627\u0644\u0623\u0648\u0631\u0648\u0628\u064a\u0629 \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0628\u0646\u0627\u0621 \u062a\u0645\u062b\u064a\u0644 \u0631\u0642\u0645\u064a \u0639\u0627\u0644\u064a \u0627\u0644\u062f\u0642\u0629 \u0644\u0644\u0623\u0631\u0636 \u0644\u062f\u0639\u0645 \u0627\u0644\u0631\u0635\u062f \u0627\u0644\u0628\u064a\u0626\u064a\u060c \u0648\u062a\u0642\u064a\u064a\u0645 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\u0645\u0633\u062a\u0645\u0631\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n\n\n\n<p>\u062a\u062c\u0645\u0639 \u0627\u0644\u0645\u0646\u0635\u0629 \u0628\u064a\u0646 \u0627\u0644\u0633\u0644\u0637\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629 \u0648\u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0648\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0648\u0627\u0644\u0645\u0646\u0638\u0645\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0636\u0645\u0646 \u0645\u0646\u0638\u0648\u0645\u0629 \u062e\u062f\u0645\u0627\u062a \u0645\u0634\u062a\u0631\u0643\u0629. \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u0648\u0639\u0631\u0636\u0647\u0627 \u0648\u0645\u0634\u0627\u0631\u0643\u062a\u0647\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0627\u0645\u064a\u0629 \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u063a\u0637\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u062e \u0648\u0627\u0644\u0637\u0627\u0642\u0629 \u0648\u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u062d\u0636\u0631\u064a\u0629 \u0648\u0627\u0644\u062a\u0646\u0648\u0639 \u0627\u0644\u0628\u064a\u0648\u0644\u0648\u062c\u064a \u0648\u0631\u0635\u062f \u0627\u0644\u0645\u062e\u0627\u0637\u0631. \u0643\u0645\u0627 \u062a\u062f\u0639\u0645 \u0645\u0646\u0635\u0629 DestinE \u062f\u0645\u062c \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u0627\u0647\u0645\u064a\u0646 \u0628\u062f\u0645\u062c \u0623\u062f\u0648\u0627\u062a\u0647\u0645 \u0627\u0644\u062e\u0627\u0635\u0629 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\u0639\u0628\u0631 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u062e \u0648\u0627\u0644\u0628\u064a\u0626\u0629 \u0648\u0631\u0635\u062f \u0627\u0644\u0623\u0631\u0636.<\/li>\n\n\n\n<li>\u064a\u062f\u0639\u0645 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0648\u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0648\u0627\u0644\u062a\u0635\u0648\u0631 \u0648\u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0644\u062f\u0639\u0645 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a.<\/li>\n\n\n\n<li>\u0645\u0635\u0645\u0645 \u0644\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0639\u0627\u0645\u060c \u0648\u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0639\u0644\u0645\u064a\u060c \u0648\u0627\u0644\u0623\u0648\u0633\u0627\u0637 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629\u060c \u0648\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629\u060c \u0648\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629.<\/li>\n\n\n\n<li>\u0646\u0638\u0627\u0645 \u0628\u064a\u0626\u064a \u0645\u0641\u062a\u0648\u062d \u0648\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0648\u0633\u0639 \u0645\u0639 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0625\u0636\u0627\u0641\u0629 \u062e\u062f\u0645\u0627\u062a \u062e\u0627\u0631\u062c\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u062e\u062f\u0645\u0627\u062a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0648\u0623\u0645 \u0627\u0644\u0631\u0642\u0645\u064a DestinE \u0648\u0645\u0648\u0627\u0631\u062f \u0628\u062d\u064a\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n\n\n\n<li>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629.<\/li>\n\n\n\n<li>\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062a\u0635\u0648\u0631 \u0648\u0633\u0631\u062f \u0627\u0644\u0642\u0635\u0635 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/li>\n\n\n\n<li>\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062f\u0639\u0645 \u0627\u0644\u0642\u0631\u0627\u0631 \u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0646\u0627\u062e\u060c \u0648\u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u062d\u0636\u0631\u064a\u0629\u060c \u0648\u0627\u0644\u0628\u062d\u0631\u064a\u0629\u060c \u0648\u0627\u0644\u0637\u0627\u0642\u0629.<\/li>\n\n\n\n<li>\u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0644\u0627\u0632\u0645 \u0644\u062f\u0645\u062c \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: platform.destine.eu<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"\u0646\u062f\u0648\u0627\u062a \u0645\u0646\u0635\u0629 DestinE \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a | \u0627\u0643\u062a\u0634\u0641 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/KYVm82mcKhc?feature=oembed&#038;enablejsapi=1&#038;origin=https:\/\/flypix.ai\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"225\" height=\"225\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/University-of-Florida-GEO-AI.jpg\" alt=\"\" class=\"wp-image-177053\" style=\"width:179px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/University-of-Florida-GEO-AI.jpg 225w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/University-of-Florida-GEO-AI-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/University-of-Florida-GEO-AI-12x12.jpg 12w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">2. \u062c\u0627\u0645\u0639\u0629 \u0641\u0644\u0648\u0631\u064a\u062f\u0627 GEO:AI<\/h2>\n\n\n\n<p>\u064a\u0631\u0643\u0632 \u0628\u0631\u0646\u0627\u0645\u062c GEO:AI \u0641\u064a \u062c\u0627\u0645\u0639\u0629 \u0641\u0644\u0648\u0631\u064a\u062f\u0627\u060c \u0627\u0644\u062a\u0627\u0628\u0639 \u0644\u0642\u0633\u0645 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0627\u060c \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u060c \u062d\u064a\u062b \u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629. \u064a\u062f\u0645\u062c \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u062e\u0628\u0631\u0627\u062a \u0645\u0646 \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0627\u060c \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u060c \u0648\u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0642\u0636\u0627\u064a\u0627 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0627 \u0627\u0644\u0637\u0628\u064a\u0629\u060c \u0648\u0627\u0644\u0635\u062d\u0629 \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629\u060c \u0648\u0639\u0644\u0648\u0645 \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629\u060c \u0648\u0627\u0644\u0623\u062d\u062f\u0627\u062b \u0627\u0644\u0645\u0646\u0627\u062e\u064a\u0629 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u062f\u0627\u0645\u0629. \u062a\u0634\u0645\u0644 \u0623\u0628\u062d\u0627\u062b \u0623\u0639\u0636\u0627\u0621 \u0647\u064a\u0626\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0633 \u0645\u0634\u0627\u0631\u064a\u0639 \u0641\u064a \u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0644\u0644\u0623\u0645\u0631\u0627\u0636\u060c \u0648\u0627\u0644\u0645\u0634\u0627\u0643\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0628\u064a\u0626\u064a\u0629\u060c \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062c\u0648\u064a\u0629\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0648\u0627\u062d\u0644\u060c \u0648\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a.<\/p>\n\n\n\n<p>\u064a\u0642\u062f\u0645 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0634\u0647\u0627\u062f\u0629 GEO:AI \u0648\u062f\u0648\u0631\u0627\u062a \u0645\u062b\u0644 GeoAI: \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0648\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u063a\u0629 \u0628\u0631\u0645\u062c\u0629 R\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u0645\u0647\u0627\u0631\u0627\u062a \u0645\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629. \u064a\u064f\u062c\u0631\u064a \u0623\u0639\u0636\u0627\u0621 \u0647\u064a\u0626\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0633\u060c \u0628\u0645\u0646 \u0641\u064a\u0647\u0645 \u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0629 \u062c\u064a\u0646 \u0633\u0627\u0648\u062b\u0648\u0631\u062b \u0648\u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0645\u0627\u064a\u0643\u0644 \u0646\u0648\u0631\u064a\u0633 \u0648\u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0629 \u062c\u0648\u0647\u0627\u0646\u0627 \u0625\u0646\u063a\u0633\u062a\u0631\u0648\u0645\u060c \u0623\u0628\u062d\u0627\u062b\u064b\u0627 \u0645\u0645\u0648\u0644\u0629 \u0645\u0646 \u0645\u0646\u0638\u0645\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0648\u0637\u0646\u064a\u0629 \u0644\u0644\u0639\u0644\u0648\u0645. \u064a\u062a\u0645\u062a\u0639 \u0627\u0644\u0642\u0633\u0645\u060c \u0627\u0644\u0648\u0627\u0642\u0639 \u0641\u064a \u0642\u0627\u0639\u0629 \u062a\u0648\u0631\u0644\u064a\u0646\u062c\u062a\u0648\u0646 \u0641\u064a \u063a\u064a\u0646\u0632\u0641\u064a\u0644\u060c \u0628\u062a\u0627\u0631\u064a\u062e \u062d\u0627\u0641\u0644 \u0641\u064a \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a\u0629\u060c \u0648\u0642\u062f \u0633\u0627\u0647\u0645 \u062a\u0639\u064a\u064a\u0646 \u0628\u0627\u062d\u062b\u064a\u0646 \u062c\u062f\u062f \u0641\u064a \u0639\u0627\u0645 \u0662\u0660\u0662\u0662 \u0641\u064a \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u062e\u0628\u0631\u0627\u062a\u0647\u0645 \u0641\u064a \u0639\u0644\u0645 \u0627\u0644\u0645\u0646\u0627\u062e \u0648\u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u064f\u0639\u062f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Key Highlights<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0645\u0639 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n\n\n\n<li>\u062a\u0634\u0645\u0644 \u0623\u0628\u062d\u0627\u062b \u0623\u0639\u0636\u0627\u0621 \u0647\u064a\u0626\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0633 \u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0623\u0645\u0631\u0627\u0636 \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u0648\u064a.<\/li>\n\n\n\n<li>\u062a\u0642\u062f\u0645 \u0634\u0647\u0627\u062f\u0629 GEO:AI \u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0637\u0644\u0627\u0628 \u0639\u0644\u0649 \u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629.<\/li>\n\n\n\n<li>\u064a\u0642\u0639 \u0641\u064a 3141 Turlington Hall\u060c \u062c\u064a\u0646\u0632\u0641\u064a\u0644\u060c \u0641\u0644\u0648\u0631\u064a\u062f\u0627.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u062e\u062f\u0645\u0627\u062a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a.<\/li>\n\n\n\n<li>\u0628\u0631\u0646\u0627\u0645\u062c \u0634\u0647\u0627\u062f\u0629 GEO:AI \u0644\u0644\u0637\u0644\u0627\u0628.<\/li>\n\n\n\n<li>\u062f\u0648\u0631\u0627\u062a \u0641\u064a GeoAI \u0648\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629.<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u064a\u0642\u0648\u062f\u0647\u0627 \u0623\u0639\u0636\u0627\u0621 \u0647\u064a\u0626\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0633 \u0648\u0627\u0644\u0645\u0645\u0648\u0644\u0629 \u0645\u0646 \u0627\u0644\u0645\u0646\u062d \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: geog.ufl.edu\/geoai<\/li>\n\n\n\n<li>\u0627\u0644\u0647\u0627\u062a\u0641: (352) 392-0494<\/li>\n\n\n\n<li>\u0627\u0644\u0639\u0646\u0648\u0627\u0646: 3141 \u0642\u0627\u0639\u0629 \u062a\u0648\u0631\u0644\u064a\u0646\u062c\u062a\u0648\u0646\u060c 330 \u0637\u0631\u064a\u0642 \u0646\u064a\u0648\u064a\u0644\u060c \u062c\u064a\u0646\u0632\u0641\u064a\u0644\u060c \u0641\u0644\u0648\u0631\u064a\u062f\u0627 32611-7315<\/li>\n\n\n\n<li>\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/UFGeog<\/li>\n\n\n\n<li>\u0627\u0646\u0633\u062a\u063a\u0631\u0627\u0645: www.instagram.com\/ufgeog<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f \u0625\u0646: www.linkedin.com\/company\/ufgeog<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"468\" height=\"149\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Philipps-Universitat-Marburg-GeoAI.png\" alt=\"\" class=\"wp-image-177055\" style=\"width:256px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Philipps-Universitat-Marburg-GeoAI.png 468w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Philipps-Universitat-Marburg-GeoAI-300x96.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Philipps-Universitat-Marburg-GeoAI-18x6.png 18w\" sizes=\"(max-width: 468px) 100vw, 468px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">3. \u062c\u0627\u0645\u0639\u0629 \u0641\u064a\u0644\u064a\u0628\u0633 \u0645\u0627\u0631\u0628\u0648\u0631\u063a GeoAI<\/h2>\n\n\n\n<p>\u062a\u0642\u062f\u0645 \u062c\u0627\u0645\u0639\u0629 \u0641\u064a\u0644\u064a\u0628\u0633 \u0645\u0627\u0631\u0628\u0648\u0631\u063a \u062f\u0648\u0631\u0629\u064b \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0639\u0628\u0631 \u0645\u0646\u0635\u0629 AI-Campus\u060c \u0648\u0647\u064a \u0645\u0635\u0645\u0645\u0629 \u0644\u062a\u062f\u0631\u064a\u0633 \u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0623\u063a\u0631\u0627\u0636 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0628\u064a\u0626\u064a. \u062a\u0633\u062a\u063a\u0631\u0642 \u0627\u0644\u062f\u0648\u0631\u0629 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a 14 \u0623\u0633\u0628\u0648\u0639\u064b\u0627\u060c \u0628\u0648\u0627\u0642\u0639 \u0633\u0627\u0639\u062a\u064a\u0646 \u0623\u0633\u0628\u0648\u0639\u064a\u064b\u0627 \u062a\u0642\u0631\u064a\u0628\u064b\u0627\u060c \u0648\u062a\u063a\u0637\u064a \u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u0632\u0645\u0627\u0646\u064a\u0629\u060c \u0648\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u064a\u064f\u0642\u062f\u0645\u0647\u0627 \u0645\u062f\u0631\u0628\u0648\u0646 \u0645\u0646 \u0628\u064a\u0646\u0647\u0645 \u0627\u0644\u0628\u0631\u0648\u0641\u064a\u0633\u0648\u0631 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u062a\u0648\u0645\u0627\u0633 \u0646\u0648\u0633\u060c \u0648\u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u062f\u064a\u0631\u0643 \u0632\u064a\u0648\u0633\u060c \u0648\u0643\u064a\u0641\u0646 \u0641\u0631\u0627\u0643\u060c \u0648\u0644\u064a\u0632\u0627 \u0628\u0627\u0644\u062f\u060c \u0648\u062a\u062a\u0637\u0644\u0628 \u0645\u0639\u0631\u0641\u0629\u064b \u0623\u0633\u0627\u0633\u064a\u0629\u064b \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0644\u063a\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 R.<\/p>\n\n\n\n<p>\u062a\u0633\u062a\u0647\u062f\u0641 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0629 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u064a\u0646\u060c \u0648\u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u064f\u0639\u062f \u0648\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0639\u0644\u0649 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u0632\u0645\u0627\u0646\u064a\u0629. \u062a\u064f\u0642\u062f\u0645 \u0627\u0644\u062f\u0648\u0631\u0629 \u0628\u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629 \u0628\u0645\u0648\u062c\u0628 \u0631\u062e\u0635\u0629 \u0627\u0644\u0645\u0634\u0627\u0639 \u0627\u0644\u0625\u0628\u062f\u0627\u0639\u064a\u060c \u0648\u0647\u064a \u062c\u0632\u0621 \u0645\u0646 \u062c\u0647\u0648\u062f \u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0623\u0648\u0633\u0639 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u064a\u0629 \u0627\u0644\u0628\u064a\u0626\u064a\u0629. \u062a\u064f\u0642\u0627\u0645 \u062f\u0648\u0631\u0629 GeoAI \u0639\u0644\u0649 \u0645\u0646\u0635\u0629 AI-Campus\u060c \u0648\u0647\u064a \u0645\u0646\u0635\u0629 \u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0644\u0644\u062a\u0639\u0644\u064a\u0645 \u0627\u0644\u0645\u062a\u0639\u0644\u0642 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0648\u062a\u062a\u0636\u0645\u0646 \u0645\u0648\u0627\u0631\u062f \u0645\u062b\u0644 OER Marburg \u0644\u062f\u0648\u0631\u0627\u062a \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0625\u0636\u0627\u0641\u064a\u0629 \u0641\u064a \u0628\u0631\u0645\u062c\u0629 R.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Key Highlights<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062f\u0648\u0631\u0629 \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0644\u0645\u062f\u0629 14 \u0623\u0633\u0628\u0648\u0639\u064b\u0627 \u0641\u064a \u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a.<\/li>\n\n\n\n<li>\u064a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0627\u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f.<\/li>\n\n\n\n<li>\u064a\u062a\u0645 \u0627\u0644\u062a\u062f\u0631\u064a\u0633 \u0645\u0646 \u0642\u0628\u0644 \u0623\u0639\u0636\u0627\u0621 \u0647\u064a\u0626\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0633 \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0628\u0631\u0648\u0641\u064a\u0633\u0648\u0631 \u062f\u0643\u062a\u0648\u0631 \u062a\u0648\u0645\u0627\u0633 \u0646\u0648\u0633 \u0648\u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u062f\u064a\u0631\u0643 \u0632\u064a\u0648\u0633.<\/li>\n\n\n\n<li>\u064a\u062a\u0645 \u062a\u0642\u062f\u064a\u0645\u0647 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0646\u0635\u0629 AI-Campus.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u062e\u062f\u0645\u0627\u062a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062f\u0648\u0631\u0629 GeoAI \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0645\u0639 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629.<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0644\u0628\u0631\u0645\u062c\u0629 R \u0639\u0628\u0631 OER Marburg.<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0644\u0628\u062d\u0648\u062b \u0627\u0644\u0628\u064a\u0626\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: ki-campus.org\/courses\/geoai<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/school\/kicampus<\/li>\n\n\n\n<li>\u0627\u0646\u0633\u062a\u063a\u0631\u0627\u0645: www.instagram.com\/kicampus<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"382\" height=\"132\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Philipps-Universitat-Marburg-GeoAI.jpg\" alt=\"\" class=\"wp-image-177054\" style=\"width:277px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Philipps-Universitat-Marburg-GeoAI.jpg 382w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Philipps-Universitat-Marburg-GeoAI-300x104.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Philipps-Universitat-Marburg-GeoAI-18x6.jpg 18w\" sizes=\"(max-width: 382px) 100vw, 382px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">4. GeoAI (\u0642\u0633\u0645 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0627 \u0641\u064a \u062c\u0627\u0645\u0639\u0629 \u0645\u0627\u0631\u0628\u0648\u0631\u063a)<\/h2>\n\n\n\n<p>\u0628\u0631\u0646\u0627\u0645\u062c GeoAI\u060c \u0627\u0644\u0630\u064a \u062a\u0642\u062f\u0645\u0647 Geography@Marburg University\u060c \u0647\u0648 \u062f\u0648\u0631\u0629 \u062a\u064f\u0642\u062f\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u0644\u0648\u0645 \u0627\u0644\u0623\u0631\u0636\u060c \u0645\u0639 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u064f\u0639\u062f. \u062a\u062a\u0643\u0648\u0646 \u0627\u0644\u062f\u0648\u0631\u0629 \u0645\u0646 \u062e\u0645\u0633 \u0648\u062d\u062f\u0627\u062a \u062a\u063a\u0637\u064a \u0645\u0648\u0627\u0636\u064a\u0639 \u0645\u062b\u0644 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u064f\u0639\u062f\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u0648\u062a\u0646\u062a\u0647\u064a \u0628\u0645\u0634\u0631\u0648\u0639 \u062c\u0645\u0627\u0639\u064a \u062d\u0648\u0644 \u0627\u0644\u062a\u0646\u0628\u0624 \u0627\u0644\u0645\u0643\u0627\u0646\u064a. \u062a\u0634\u062a\u0631\u0637 \u0627\u0644\u062f\u0648\u0631\u0629 \u0645\u0639\u0631\u0641\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062e\u0628\u0631\u0629 \u0641\u064a \u0628\u0631\u0645\u062c\u0629 R\u060c \u0648\u062a\u0648\u0635\u064a \u0628\u062f\u0648\u0631\u0627\u062a \u062a\u062d\u0636\u064a\u0631\u064a\u0629 \u0645\u0646 OER Marburg \u0644\u0645\u0646 \u064a\u0631\u063a\u0628 \u0641\u064a \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629.<\/p>\n\n\n\n<p>\u0635\u064f\u0645\u0645\u062a \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0629 \u0643\u0648\u062d\u062f\u0629 \u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0645\u064f\u062f\u0645\u062c\u0629\u060c \u0628\u0645\u0648\u0627\u062f \u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629\u060c \u0648\u0647\u064a \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0640 Jekyll \u0648Minimal Mistakes \u0628\u0645\u0648\u062c\u0628 \u062a\u0631\u062e\u064a\u0635 \u0627\u0644\u0645\u0634\u0627\u0639 \u0627\u0644\u0625\u0628\u062f\u0627\u0639\u064a. \u062a\u064f\u0631\u0643\u0632 \u0627\u0644\u062f\u0648\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629\u060c \u0645\u062b\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0644\u0627\u0641\u064a\u0641\u064a\u0629 \u0644\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u064f\u0639\u062f \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0644\u0644\u062a\u0646\u0628\u0624\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629. \u064a\u064f\u0639\u062f \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u062c\u0632\u0621\u064b\u0627 \u0645\u0646 \u062c\u0647\u0648\u062f \u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0623\u0648\u0633\u0639 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0627 \u0627\u0644\u0628\u064a\u0626\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u064f\u0639\u0627\u0644\u062c \u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062a\u063a\u064a\u0631 \u0627\u0644\u0628\u064a\u0626\u064a \u0648\u0627\u0644\u0622\u062b\u0627\u0631 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Key Highlights<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062f\u0648\u0631\u0629 \u0645\u0643\u0648\u0646\u0629 \u0645\u0646 \u062e\u0645\u0633 \u0648\u062d\u062f\u0627\u062a \u062d\u0648\u0644 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u0644\u0648\u0645 \u0627\u0644\u0623\u0631\u0636.<\/li>\n\n\n\n<li>\u064a\u062a\u0636\u0645\u0646 \u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u0641\u0631\u064a\u0642 \u0627\u0644\u0646\u0647\u0627\u0626\u064a \u062d\u0648\u0644 \u0627\u0644\u062a\u0646\u0628\u0624 \u0627\u0644\u0645\u0643\u0627\u0646\u064a.<\/li>\n\n\n\n<li>\u064a\u0633\u062a\u062e\u062f\u0645 \u0628\u0631\u0645\u062c\u0629 R \u0648\u064a\u0641\u062a\u0631\u0636 \u0645\u0639\u0631\u0641\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n\n\n\n<li>\u064a\u062a\u0645 \u062a\u0642\u062f\u064a\u0645\u0647 \u0643\u0646\u0645\u0648\u0630\u062c \u062a\u0639\u0644\u064a\u0645\u064a \u0645\u062e\u062a\u0644\u0637.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u062e\u062f\u0645\u0627\u062a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062f\u0648\u0631\u0629 \u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u062d\u0648\u0644 GeoAI \u0648\u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f.<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629.<\/li>\n\n\n\n<li>\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0645\u0648\u0627\u0631\u062f \u0628\u0631\u0645\u062c\u0629 R \u0627\u0644\u062a\u062d\u0636\u064a\u0631\u064a\u0629 \u0639\u0628\u0631 OER Marburg.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: geomoer.github.io\/geoAI\/units.html<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"368\" height=\"137\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/udemy.png\" alt=\"\" class=\"wp-image-177056\" style=\"width:219px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/udemy.png 368w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/udemy-300x112.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/udemy-18x7.png 18w\" sizes=\"(max-width: 368px) 100vw, 368px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">5. \u062f\u0648\u0631\u0629 Udemy GeoAI<\/h2>\n\n\n\n<p>\u062f\u0648\u0631\u0629 Udemy GeoAI\u060c \u0628\u0639\u0646\u0648\u0627\u0646 &quot;\u062a\u0633\u062e\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a&quot;\u060c \u0647\u064a \u0628\u0631\u0646\u0627\u0645\u062c \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0645\u062f\u062a\u0647 \u062e\u0645\u0633 \u0633\u0627\u0639\u0627\u062a\u060c \u0645\u0646 \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0623\u0633\u062a\u0627\u0630 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0623\u0648\u0644 \u0622\u0632\u0627\u062f \u0631\u0633\u0648\u0644. \u062a\u064f\u062f\u0631\u0651\u0633 \u0627\u0644\u062f\u0648\u0631\u0629 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0631\u0645\u062c\u062a\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u0648R. \u062a\u063a\u0637\u064a \u0627\u0644\u062f\u0648\u0631\u0629 \u0645\u0648\u0627\u0636\u064a\u0639 \u0645\u062b\u0644 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a\u060c \u0648\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0644\u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u062a\u062d\u0644\u064a\u0644 \u0635\u062d\u0629 \u0627\u0644\u0645\u062d\u0627\u0635\u064a\u0644\u060c \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u062c\u0648\u062f\u0629 \u0627\u0644\u0647\u0648\u0627\u0621\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u064a\u0629.<\/p>\n\n\n\n<p>\u0635\u064f\u0645\u0645\u062a \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0629 \u0644\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0648\u0639\u0644\u0645\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u062a\u062e\u0635\u0635\u064a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u0637\u0644\u0627\u0628 \u0630\u0648\u064a \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629. \u062a\u062a\u0636\u0645\u0646 43 \u0645\u062d\u0627\u0636\u0631\u0629 \u06486 \u0645\u0642\u0627\u0644\u0627\u062a \u064850 \u0645\u0648\u0631\u062f\u064b\u0627 \u0642\u0627\u0628\u0644\u064b\u0627 \u0644\u0644\u062a\u062d\u0645\u064a\u0644\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u0648\u062f\u0631\u0627\u0633\u0627\u062a \u062d\u0627\u0644\u0629 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\u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a.<\/li>\n\n\n\n<li>\u062a\u0645 \u0625\u0646\u0634\u0627\u0624\u0647 \u0628\u0648\u0627\u0633\u0637\u0629 \u0627\u0644\u0623\u0633\u062a\u0627\u0630 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0623\u0648\u0644 \u0622\u0632\u0627\u062f \u0631\u0633\u0648\u0644\u060c \u0645\u0639 \u062a\u0642\u064a\u064a\u0645 4.4 \u0645\u0646 113 \u0645\u0631\u0627\u062c\u0639\u0629.<\/li>\n\n\n\n<li>\u0645\u062a\u0627\u062d \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u0648\u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u0644\u062f\u064a\u0647\u0645 \u0645\u0639\u0631\u0641\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0628\u0627\u0644\u0628\u0631\u0645\u062c\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u062e\u062f\u0645\u0627\u062a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0641\u064a Python \u0648 R \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629.<\/li>\n\n\n\n<li>\u0645\u0634\u0627\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u0648\u062f\u0631\u0627\u0633\u0627\u062a \u062d\u0627\u0644\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0628\u064a\u0626\u0629 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0643\u0648\u0627\u0631\u062b.<\/li>\n\n\n\n<li>\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0645\u062f\u0649 \u0627\u0644\u062d\u064a\u0627\u0629 \u0625\u0644\u0649 \u0645\u0648\u0627\u062f \u0627\u0644\u062f\u0648\u0631\u0629 \u0648\u0634\u0647\u0627\u062f\u0629 \u0625\u062a\u0645\u0627\u0645 \u0627\u0644\u062f\u0648\u0631\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.udemy.com\/course\/ai-for-geospatial-analysis<\/li>\n\n\n\n<li>\u0627\u0644\u0639\u0646\u0648\u0627\u0646: 600 \u0634\u0627\u0631\u0639 \u0647\u0627\u0631\u064a\u0633\u0648\u0646\u060c \u0627\u0644\u0637\u0627\u0628\u0642 \u0627\u0644\u062b\u0627\u0644\u062b\u060c \u0633\u0627\u0646 \u0641\u0631\u0627\u0646\u0633\u064a\u0633\u0643\u0648\u060c \u0643\u0627\u0644\u064a\u0641\u0648\u0631\u0646\u064a\u0627 94107<\/li>\n\n\n\n<li>\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: press@udemy.com<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/udemy<\/li>\n\n\n\n<li>\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/udemy<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: x.com\/udemy<\/li>\n\n\n\n<li>\u0627\u0646\u0633\u062a\u062c\u0631\u0627\u0645: www.instagram.com\/udemy<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"225\" height=\"225\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Penn-State-World-Campus-GEOINT-Analytics.jpg\" alt=\"\" class=\"wp-image-177057\" style=\"width:184px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Penn-State-World-Campus-GEOINT-Analytics.jpg 225w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Penn-State-World-Campus-GEOINT-Analytics-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Penn-State-World-Campus-GEOINT-Analytics-12x12.jpg 12w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">6. \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0641\u064a \u0627\u0644\u062d\u0631\u0645 \u0627\u0644\u062c\u0627\u0645\u0639\u064a \u0627\u0644\u0639\u0627\u0644\u0645\u064a \u0644\u062c\u0627\u0645\u0639\u0629 \u0648\u0644\u0627\u064a\u0629 \u0628\u0646\u0633\u0644\u0641\u0627\u0646\u064a\u0627<\/h2>\n\n\n\n<p>\u064a\u0642\u062f\u0645 \u0627\u0644\u062d\u0631\u0645 \u0627\u0644\u062c\u0627\u0645\u0639\u064a \u0627\u0644\u0639\u0627\u0644\u0645\u064a \u0628\u062c\u0627\u0645\u0639\u0629 \u0648\u0644\u0627\u064a\u0629 \u0628\u0646\u0633\u0644\u0641\u0627\u0646\u064a\u0627 \u0634\u0647\u0627\u062f\u0629 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627 \u0641\u064a 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\u0627\u0644\u0642\u0631\u0627\u0631 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Key Highlights<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0634\u0647\u0627\u062f\u0629 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0645\u0643\u0648\u0646\u0629 \u0645\u0646 15 \u0633\u0627\u0639\u0629 \u0645\u0639\u062a\u0645\u062f\u0629 \u0628\u0641\u0635\u0648\u0644 \u062f\u0631\u0627\u0633\u064a\u0629 \u0645\u062f\u062a\u0647\u0627 10 \u0623\u0633\u0627\u0628\u064a\u0639\u060c \u0648\u064a\u0645\u0643\u0646 \u0625\u0643\u0645\u0627\u0644\u0647\u0627 \u0641\u064a \u0639\u0627\u0645 \u0648\u0627\u062d\u062f.<\/li>\n\n\n\n<li>\u0645\u0639\u062a\u0645\u062f\u0629 \u0645\u0646 \u0642\u0628\u0644 \u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a\u0629.<\/li>\n\n\n\n<li>\u064a\u062a\u0636\u0645\u0646 \u062a\u062c\u0631\u0628\u0629 \u0645\u064a\u062f\u0627\u0646\u064a\u0629 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629.<\/li>\n\n\n\n<li>\u064a\u062a\u0645 \u0627\u062d\u062a\u0633\u0627\u0628\u0647\u0627 \u0636\u0645\u0646 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0623\u0648 \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u062f\u0627\u062e\u0644\u064a.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u062e\u062f\u0645\u0627\u062a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0634\u0647\u0627\u062f\u0629 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627 \u0639\u0628\u0631 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\u0648\u0645\u062a\u0642\u062f\u0645\u0629.<\/li>\n\n\n\n<li>\u062a\u062c\u0631\u0628\u0629 \u0645\u064a\u062f\u0627\u0646\u064a\u0629 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0648\u0631\u0629 \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0645\u0643\u062b\u0641\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.worldcampus.psu.edu\/degrees-and-certificates\/penn-state-online-geospatial-intelligence-analytics-graduate-certificate#courses<\/li>\n\n\n\n<li>\u0627\u0644\u0639\u0646\u0648\u0627\u0646: 128 \u0645\u0628\u0646\u0649 \u0623\u0648\u062a \u0631\u064a\u062a\u0634 \u0625\u0646\u0648\u0641\u064a\u0634\u0646\u060c 100 \u0634\u0627\u0631\u0639 \u0625\u0646\u0648\u0641\u064a\u0634\u0646\u060c \u064a\u0648\u0646\u064a\u0641\u0631\u0633\u062a\u064a \u0628\u0627\u0631\u0643\u060c \u0628\u0646\u0633\u0644\u0641\u0627\u0646\u064a\u0627 16803<\/li>\n\n\n\n<li>\u0627\u0644\u0647\u0627\u062a\u0641: 814-863-5386<\/li>\n\n\n\n<li>\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: admissions@worldcampus.psu.edu<\/li>\n\n\n\n<li>\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/psuworldcampus<\/li>\n\n\n\n<li>\u0627\u0646\u0633\u062a\u063a\u0631\u0627\u0645: www.instagram.com\/pennstateworldcampus<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/penn-state-world-campus<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"394\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Esri-1024x394.png\" alt=\"\" class=\"wp-image-155973\" style=\"width:225px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Esri-1024x394.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Esri-300x115.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Esri-768x296.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Esri-1536x591.png 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Esri-2048x788.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">7. \u0623\u0633\u0627\u0633\u064a\u0627\u062a Esri GeoAI<\/h2>\n\n\n\n<p>\u062a\u0642\u062f\u0645 Esri \u062e\u0637\u0629 \u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u062d\u0648\u0644 \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 Esri\u060c \u0645\u0639 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u062f\u0645\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0645\u0639 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629. \u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u062e\u0637\u0629 17 \u062f\u0648\u0631\u0629 \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0648\u0646\u062f\u0648\u0629 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629\u060c \u062a\u063a\u0637\u064a \u0645\u0647\u0627\u0645\u064b\u0627 \u0645\u062b\u0644 \u0627\u0644\u062a\u062c\u0645\u064a\u0639\u060c 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\u0645\u0646\u0635\u062a\u0647\u0627 ArcGIS \u0627\u0644\u0623\u0648\u0633\u0639 \u0646\u0637\u0627\u0642\u064b\u0627\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u062f\u0639\u0645 \u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u064a\u064f\u0645\u0643\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u062e\u0637\u0629 GeoAI Essentials \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 Esri\u060c \u0627\u0644\u062a\u064a \u062a\u064f\u0642\u062f\u0645 \u0645\u0648\u0627\u0631\u062f \u0644\u0644\u0623\u0641\u0631\u0627\u062f \u0648\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0644\u062a\u0637\u0648\u064a\u0631 \u0645\u0647\u0627\u0631\u0627\u062a\u0647\u0645 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Key Highlights<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062e\u0637\u0629 \u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0645\u0643\u0648\u0646\u0629 \u0645\u0646 17 \u062f\u0648\u0631\u0629 \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0633\u064a\u0631 \u0639\u0645\u0644 GeoAI \u0641\u064a ArcGIS.<\/li>\n\n\n\n<li>\u064a\u063a\u0637\u064a \u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0646\u0628\u0626\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0644\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0646\u0635\u0648\u0635.<\/li>\n\n\n\n<li>\u064a\u062a\u0637\u0644\u0628 \u0628\u0631\u0646\u0627\u0645\u062c ArcGIS Pro \u0648Image Analyst \u0648Geostatistical Analyst.<\/li>\n\n\n\n<li>\u0622\u062e\u0631 \u062a\u062d\u062f\u064a\u062b 27 \u0623\u063a\u0633\u0637\u0633 2024\u060c \u0645\u0639 3,641 \u0645\u062a\u0639\u0644\u0645\u064b\u0627 \u0645\u0633\u062c\u0644\u0627\u064b.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u062e\u062f\u0645\u0627\u062a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0641\u064a GeoAI \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 Esri.<\/li>\n\n\n\n<li>\u062f\u0648\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u064a\u0641\u0627\u0621 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u060c \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646 \u0648\u0627\u0644\u0632\u0645\u0627\u0646.<\/li>\n\n\n\n<li>\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0633\u064a\u0631 \u0639\u0645\u0644 GeoAI \u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a ArcGIS \u0627\u0644\u0630\u064a\u0646 \u0644\u062f\u064a\u0647\u0645 \u0627\u0634\u062a\u0631\u0627\u0643 \u0635\u064a\u0627\u0646\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.esri.com\/training\/catalog\/66ce21ee538de50028d93f8c\/geoai-essentials<\/li>\n\n\n\n<li>\u0627\u0644\u0639\u0646\u0648\u0627\u0646: 380 \u0634\u0627\u0631\u0639 \u0646\u064a\u0648\u064a\u0648\u0631\u0643\u060c \u0631\u064a\u062f\u0644\u0627\u0646\u062f\u0632\u060c \u0643\u0627\u0644\u064a\u0641\u0648\u0631\u0646\u064a\u0627 92373<\/li>\n\n\n\n<li>\u0627\u0644\u0647\u0627\u062a\u0641: +1-909-793-2853<\/li>\n\n\n\n<li>\u0627\u0644\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/esrigis<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: x.com\/Esri<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f \u0625\u0646: www.linkedin.com\/company\/esri<\/li>\n\n\n\n<li>\u0627\u0646\u0633\u062a\u0642\u0631\u0627\u0645: www.instagram.com\/esrigram<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"760\" height=\"760\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/GISDegree.org_.png\" alt=\"\" class=\"wp-image-177058\" style=\"width:179px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/GISDegree.org_.png 760w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/GISDegree.org_-300x300.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/GISDegree.org_-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/GISDegree.org_-12x12.png 12w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/GISDegree.org_-700x700.png 700w\" sizes=\"(max-width: 760px) 100vw, 760px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">8. GISDegree.org<\/h2>\n\n\n\n<p>GISDegree.org \u0647\u0648 \u0645\u0648\u0642\u0639 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u064a\u0648\u0641\u0631 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0639\u0646 \u0628\u0631\u0627\u0645\u062c \u062a\u0639\u0644\u064a\u0645 \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 (GIS) \u0641\u064a \u062c\u0645\u064a\u0639 \u0623\u0646\u062d\u0627\u0621 \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629. \u064a\u064f\u062f\u0631\u062c \u0627\u0644\u0645\u0648\u0642\u0639 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0639\u0644\u0649 \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0632\u0645\u0627\u0644\u0629 \u0648\u0627\u0644\u0628\u0643\u0627\u0644\u0648\u0631\u064a\u0648\u0633 \u0648\u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0648\u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0648\u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0627\u0647\u060c \u0645\u0639 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 (GEOINT). \u064a\u063a\u0637\u064a \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0645\u064f\u0642\u062f\u0645\u0629 \u062f\u0627\u062e\u0644 \u0627\u0644\u062d\u0631\u0645 \u0627\u0644\u062c\u0627\u0645\u0639\u064a \u0648\u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u060c \u0645\u064f\u0641\u0635\u0651\u0644\u0627\u064b \u0627\u0644\u0645\u0642\u0631\u0631\u0627\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u064a\u0629 \u0648\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0648\u0634\u0631\u0648\u0637 \u0627\u0644\u0642\u0628\u0648\u0644 \u0641\u064a \u0645\u0624\u0633\u0633\u0627\u062a \u0645\u062b\u0644 \u062c\u0627\u0645\u0639\u0629 \u0648\u0644\u0627\u064a\u0629 \u0628\u0646\u0633\u0644\u0641\u0627\u0646\u064a\u0627 \u0648\u062c\u0627\u0645\u0639\u0629 \u062c\u0646\u0648\u0628 \u0643\u0627\u0644\u064a\u0641\u0648\u0631\u0646\u064a\u0627 \u0648\u062c\u0627\u0645\u0639\u0629 \u0645\u0627\u0631\u064a\u0644\u0627\u0646\u062f.<\/p>\n\n\n\n<p>\u064a\u0634\u0631\u062d \u0642\u0633\u0645 \u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u062a\u0637\u0628\u064a\u0642 \u0646\u0638\u0645 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\u0627\u0644\u063a\u0627\u0644\u0628 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627\u060c \u062d\u064a\u062b \u0644\u0627 \u062a\u064f\u0642\u062f\u0645 \u0633\u0648\u0649 \u062b\u0644\u0627\u062b \u062c\u0627\u0645\u0639\u0627\u062a \u062f\u0631\u062c\u0629 \u0627\u0644\u0628\u0643\u0627\u0644\u0648\u0631\u064a\u0648\u0633\u060c \u0648\u064a\u064f\u0633\u0644\u0651\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0623\u0647\u0645\u064a\u0629 \u0627\u0639\u062a\u0645\u0627\u062f \u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a\u0629 (USGIF). \u0643\u0645\u0627 \u064a\u064f\u0642\u062f\u0651\u0645 \u0627\u0644\u0645\u0648\u0642\u0639 \u0625\u0631\u0634\u0627\u062f\u0627\u062a \u0645\u0647\u0646\u064a\u0629\u060c \u0645\u064f\u062f\u0631\u062c\u064b\u0627 \u0648\u0638\u0627\u0626\u0641 \u0645\u062b\u0644 \u0645\u062d\u0644\u0644 \u062c\u063a\u0631\u0627\u0641\u064a \u0645\u0643\u0627\u0646\u064a \u0648\u0645\u062d\u0644\u0644 \u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a\u060c \u0648\u064a\u0646\u0627\u0642\u0634 \u0636\u0631\u0648\u0631\u0629 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u062a\u0635\u0627\u0631\u064a\u062d \u0623\u0645\u0646\u064a\u0629 \u0641\u064a \u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629.<\/p>\n\n\n\n<p>\u064a\u064f\u062f\u0627\u0631 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0645\u0646 \u0642\u0650\u0628\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u062e\u0631\u064a\u062c\u064a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629\u060c \u0627\u0644\u0630\u064a\u0646 \u064a\u062c\u0645\u0639\u0648\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0645\u0646 \u0627\u0644\u0643\u0644\u064a\u0627\u062a \u0648\u0627\u0644\u062c\u0627\u0645\u0639\u0627\u062a. \u064a\u062a\u0636\u0645\u0646 \u0627\u0644\u0645\u0648\u0642\u0639 \u0645\u0648\u0627\u0631\u062f \u062d\u0648\u0644 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0648\u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0641\u064a \u0645\u062c\u0627\u0644 \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629\u060c \u0628\u0647\u062f\u0641 \u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0637\u0644\u0627\u0628 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\u0639\u0644\u0649 \u0628\u0631\u0627\u0645\u062c \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0632\u0645\u0627\u0644\u0629 \u0648\u0627\u0644\u0628\u0643\u0627\u0644\u0648\u0631\u064a\u0648\u0633 \u0648\u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0648\u0627\u0644\u0634\u0647\u0627\u062f\u0629 \u0648\u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0627\u0647.<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 26 \u0645\u062f\u0631\u0633\u0629 \u062a\u0642\u062f\u0645 \u062f\u0631\u062c\u0627\u062a GEOINT\u060c \u0645\u0639 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0639\u062a\u0645\u0627\u062f USGIF.<\/li>\n\n\n\n<li>\u064a\u0648\u0641\u0631 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0647\u0646\u064a\u0629 \u0644\u0623\u062f\u0648\u0627\u0631 \u0645\u062b\u0644 \u0645\u062d\u0644\u0644 \u062c\u063a\u0631\u0627\u0641\u064a \u0648\u0645\u062d\u0644\u0644 \u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a.<\/li>\n\n\n\n<li>\u062a\u0645 \u0627\u0644\u062a\u062d\u062f\u064a\u062b \u0641\u064a 7 \u064a\u0646\u0627\u064a\u0631 2025\u060c \u0628\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0643\u0644\u064a\u0627\u062a \u0648\u0627\u0644\u062c\u0627\u0645\u0639\u0627\u062a \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u062e\u062f\u0645\u0627\u062a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062f\u0644\u064a\u0644 \u0628\u0631\u0627\u0645\u062c \u062f\u0631\u062c\u0629 GIS \u0648 GEOINT.<\/li>\n\n\n\n<li>\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0639\u0646 \u0627\u0644\u0645\u0642\u0631\u0631\u0627\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u064a\u0629 \u0644\u0644\u0628\u0631\u0646\u0627\u0645\u062c\u060c \u0648\u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641\u060c \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0642\u0628\u0648\u0644.<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0645\u0647\u0646\u064a\u0629 \u0644\u0645\u0647\u0646 \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629.<\/li>\n\n\n\n<li>\u0625\u0631\u0634\u0627\u062f\u0627\u062a \u062d\u0648\u0644 \u0634\u0647\u0627\u062f\u0627\u062a \u0648\u0623\u062f\u0648\u0627\u062a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.gisdegree.org\/programs\/geospatial-intelligence-degrees<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/BootcampGIS.jpg\" alt=\"\" class=\"wp-image-177059\" style=\"width:207px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/BootcampGIS.jpg 200w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/BootcampGIS-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/BootcampGIS-12x12.jpg 12w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">9. \u0645\u0639\u0633\u0643\u0631 \u062a\u062f\u0631\u064a\u0628 \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629<\/h2>\n\n\n\n<p>\u064a\u0642\u062f\u0645 BootcampGIS \u062f\u0648\u0631\u0627\u062a \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0641\u064a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629\u060c \u0645\u0639 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a (GeoAI). \u064a\u0634\u0631\u062d \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0643\u062a\u0637\u0628\u064a\u0642 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0642\u0639\u060c \u0645\u0633\u062a\u062e\u062f\u0645\u064b\u0627 \u0623\u0645\u062b\u0644\u0629 \u0645\u062b\u0644 \u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u0644\u0627\u062d\u0629 \u0641\u064a \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0627\u0644\u0630\u064a \u064a\u062a\u0646\u0628\u0623 \u0628\u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0623\u0646\u0645\u0627\u0637 \u0645\u0644\u0627\u064a\u064a\u0646 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a. \u062a\u063a\u0637\u064a \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (APIs)\u060c \u0648\u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0648R\u060c \u0648Google Cloud\u060c \u0648AWS\u060c \u0648ArcGIS Pro\u060c \u0628\u0647\u062f\u0641 \u062a\u0639\u0644\u064a\u0645 \u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629.<\/p>\n\n\n\n<p>\u064a\u0631\u0643\u0632 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0639\u0644\u0649 \u0627\u0644\u0648\u0638\u0627\u0626\u0641\u060c 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\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0628\u0627\u0644\u063a 133,226 \u062f\u0648\u0644\u0627\u0631\u064b\u0627 \u0623\u0645\u0631\u064a\u0643\u064a\u064b\u0627 \u0644\u0643\u0644 $. \u0635\u064f\u0645\u0645 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0644\u064a\u0643\u0648\u0646 \u0641\u064a \u0645\u062a\u0646\u0627\u0648\u0644 \u0627\u0644\u0631\u0627\u063a\u0628\u064a\u0646 \u0641\u064a \u062f\u062e\u0648\u0644 \u0645\u062c\u0627\u0644 \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0623\u0648 \u0627\u0644\u062a\u0642\u062f\u0645 \u0641\u064a\u0647.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Key Highlights<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u0642\u062f\u0645 \u062f\u0648\u0631\u0627\u062a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u062a\u064a \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 GeoAI \u0648\u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f \u0644\u0644\u0648\u0638\u064a\u0641\u0629.<\/li>\n\n\n\n<li>\u064a\u063a\u0637\u064a \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 Python \u0648R \u0648APIs \u0648ArcGIS Pro.<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u0639\u0644\u0645\u0648\u0646 \u0647\u0645 \u0645\u062a\u062e\u0635\u0635\u0648\u0646 \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u064a\u0642\u0648\u0645\u0648\u0646 \u0628\u062a\u062f\u0631\u064a\u0633 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a.<\/li>\n\n\n\n<li>\u064a\u0633\u062a\u0634\u0647\u062f \u0628\u0646\u0645\u0648 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 40% \u0641\u064a \u0623\u062f\u0648\u0627\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0639\u0627\u0645 2023 \u0625\u0644\u0649 \u0639\u0627\u0645 2027.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u062e\u062f\u0645\u0627\u062a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062f\u0648\u0631\u0627\u062a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0645\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639.<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0648\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646.<\/li>\n\n\n\n<li>\u062f\u0639\u0645 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0645\u0647\u0646\u064a \u0648\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0648\u0638\u064a\u0641 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a.<\/li>\n\n\n\n<li>\u062f\u0648\u0631\u0627\u062a \u0648\u0645\u0648\u0627\u0631\u062f \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: bootcampgis.com\/geoai<\/li>\n\n\n\n<li>\u0641\u064a\u0633\u0628\u0648\u0643: facebook.com\/bootcampgis<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/company\/bootcamp-gis<\/li>\n\n\n\n<li>\u0627\u0646\u0633\u062a\u062c\u0631\u0627\u0645: www.instagram.com\/bootcampgis<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"916\" height=\"135\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/University-at-Albany-GeoAI-Certificate.png\" alt=\"\" class=\"wp-image-177060\" style=\"width:356px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/University-at-Albany-GeoAI-Certificate.png 916w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/University-at-Albany-GeoAI-Certificate-300x44.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/University-at-Albany-GeoAI-Certificate-768x113.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/University-at-Albany-GeoAI-Certificate-18x3.png 18w\" sizes=\"(max-width: 916px) 100vw, 916px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">10. \u0634\u0647\u0627\u062f\u0629 GeoAI \u0645\u0646 \u062c\u0627\u0645\u0639\u0629 \u0623\u0644\u0628\u0627\u0646\u064a<\/h2>\n\n\n\n<p>\u062a\u0642\u062f\u0645 \u062c\u0627\u0645\u0639\u0629 \u0623\u0644\u0628\u0627\u0646\u064a \u0634\u0647\u0627\u062f\u0629 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0648\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629\u060c \u0648\u0647\u0648 \u0628\u0631\u0646\u0627\u0645\u062c \u0628\u0640 15 \u0633\u0627\u0639\u0629 \u0645\u0639\u062a\u0645\u062f\u0629 \u0645\u062a\u0627\u062d \u062c\u0632\u0626\u064a\u064b\u0627 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a. \u064a\u064f\u062f\u0631\u0651\u0633 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u062a\u0642\u0646\u064a\u0627\u062a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u060c \u0645\u0639 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0648\u0627\u0644\u0625\u062d\u0635\u0627\u0621\u060c \u0648\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0622\u0644\u064a\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u064f\u0639\u062f\u060c \u0648\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u0635\u0648\u0631 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062b\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0631\u0627\u0636\u064a \u0648\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0629.<\/p>\n\n\n\n<p>\u064a\u062a\u0636\u0645\u0646 \u0627\u0644\u0645\u0646\u0647\u062c \u0627\u0644\u062f\u0631\u0627\u0633\u064a \u062e\u0645\u0633 \u062f\u0648\u0631\u0627\u062a: \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629\u060c \u0648\u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u064f\u0639\u062f 2\u060c \u0648\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u060c \u0648\u0646\u062f\u0648\u0629 \u0641\u064a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629. \u0648\u0647\u0648 \u0645\u0635\u0645\u0645 \u0644\u0644\u0645\u0647\u0646\u064a\u064a\u0646 \u0627\u0644\u0639\u0627\u0645\u0644\u064a\u0646 \u0648\u0637\u0644\u0627\u0628 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629\u060c \u0648\u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u062d\u0636\u0631\u064a. \u0648\u064a\u0645\u0643\u0646 \u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0643\u062f\u0631\u062c\u0629 \u062a\u0643\u0645\u064a\u0644\u064a\u0629 \u0644\u0644\u0637\u0644\u0627\u0628 \u0627\u0644\u0645\u0633\u062c\u0644\u064a\u0646 \u0641\u064a \u0628\u0631\u0627\u0645\u062c \u062f\u0631\u0627\u0633\u0627\u062a \u0639\u0644\u064a\u0627 \u0645\u062d\u062f\u062f\u0629 \u0641\u064a \u062c\u0627\u0645\u0639\u0629 \u0623\u0644\u0628\u0627\u0646\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0623\u0646\u062b\u0631\u0648\u0628\u0648\u0644\u0648\u062c\u064a\u0627\u060c \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u063a\u0644\u0627\u0641 \u0627\u0644\u062c\u0648\u064a\u060c \u0648\u0627\u0644\u0635\u062d\u0629 \u0627\u0644\u0639\u0627\u0645\u0629.<\/p>\n\n\n\n<p>\u0642\u0633\u0645 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0627 \u0648\u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0648\u0627\u0644\u0627\u0633\u062a\u062f\u0627\u0645\u0629 \u0639\u0636\u0648 \u0641\u064a \u0627\u062a\u062d\u0627\u062f \u0627\u0644\u062c\u0627\u0645\u0639\u0627\u062a \u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 (UCGIS)\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u0647\u0646\u064a. \u064a\u0634\u062a\u0631\u0637 \u0627\u0644\u0642\u0628\u0648\u0644 \u0625\u0638\u0647\u0627\u0631 \u0627\u0644\u0627\u0647\u062a\u0645\u0627\u0645 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0641\u064a \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a \u0623\u0648 \u0627\u0644\u0645\u0647\u0646\u064a. \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0645\u064f\u0635\u0646\u0641 \u0636\u0645\u0646 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0639\u0644\u0648\u0645 \u0648\u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0648\u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a (STEM)\u060c \u0648\u0647\u0648 \u0645\u0624\u0647\u0644 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u062a\u0635\u0631\u064a\u062d \u0639\u0645\u0644 \u0627\u062e\u062a\u064a\u0627\u0631\u064a (F-1) \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0639\u0644\u0648\u0645 \u0648\u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0648\u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a (STEM OPT) \u0644\u0644\u0637\u0644\u0627\u0628 \u0627\u0644\u062f\u0648\u0644\u064a\u064a\u0646.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Key Highlights<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0634\u0647\u0627\u062f\u0629 \u0645\u0643\u0648\u0646\u0629 \u0645\u0646 15 \u0633\u0627\u0639\u0629 \u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a GeoAI \u0648\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629\u060c \u062c\u0632\u0626\u064a\u064b\u0627 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a.<\/li>\n\n\n\n<li>\u062a\u062a\u0636\u0645\u0646 \u062e\u0645\u0633 \u062f\u0648\u0631\u0627\u062a \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f \u0648\u0631\u0633\u0645 \u0627\u0644\u062e\u0631\u0627\u0626\u0637.<\/li>\n\n\n\n<li>\u062c\u0632\u0621 \u0645\u0646 \u0634\u0628\u0643\u0629 UCGIS \u0644\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0645\u0647\u0646\u064a\u0629.<\/li>\n\n\n\n<li>\u062a\u0645 \u062a\u0635\u0646\u064a\u0641\u0647 \u0643\u0628\u0631\u0646\u0627\u0645\u062c STEM \u0644\u0644\u0637\u0644\u0627\u0628 \u0627\u0644\u062f\u0648\u0644\u064a\u064a\u0646.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u062e\u062f\u0645\u0627\u062a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0634\u0647\u0627\u062f\u0629 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627 \u0641\u064a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a.<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0641\u064a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0648\u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629.<\/li>\n\n\n\n<li>\u062e\u064a\u0627\u0631 \u0627\u0644\u062f\u0631\u062c\u0629 \u0627\u0644\u062a\u0643\u0645\u064a\u0644\u064a\u0629 \u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0641\u064a \u062c\u0627\u0645\u0639\u0629 \u0623\u0644\u0628\u0627\u0646\u064a.<\/li>\n\n\n\n<li>\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u0647\u0646\u064a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0640 UCGIS.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.albany.edu\/geographyplanning\/programs\/cgs-geospatial-artificial-intelligence-and-big-data-analytics<\/li>\n\n\n\n<li>\u0627\u0644\u0639\u0646\u0648\u0627\u0646: 1400 \u0634\u0627\u0631\u0639 \u0648\u0627\u0634\u0646\u0637\u0646\u060c \u0623\u0644\u0628\u0627\u0646\u064a\u060c \u0646\u064a\u0648\u064a\u0648\u0631\u0643 12222<\/li>\n\n\n\n<li>\u0627\u0644\u0647\u0627\u062a\u0641: 518-442-3300<\/li>\n\n\n\n<li>\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: abuyantuev@albany.edu<\/li>\n\n\n\n<li>\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/universityatalbany<\/li>\n\n\n\n<li>\u062a\u0648\u064a\u062a\u0631: x.com\/ualbany<\/li>\n\n\n\n<li>\u0627\u0646\u0633\u062a\u063a\u0631\u0627\u0645: www.instagram.com\/ualbany<\/li>\n\n\n\n<li>\u0644\u064a\u0646\u0643\u062f\u0625\u0646: www.linkedin.com\/school\/university-at-albany<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"199\" height=\"250\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Lund-University-NGEN27-GeoAI-Course.jpg\" alt=\"\" class=\"wp-image-177061\" style=\"width:150px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Lund-University-NGEN27-GeoAI-Course.jpg 199w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/Lund-University-NGEN27-GeoAI-Course-10x12.jpg 10w\" sizes=\"(max-width: 199px) 100vw, 199px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">10. \u062f\u0648\u0631\u0629 NGEN27 GeoAI \u0628\u062c\u0627\u0645\u0639\u0629 \u0644\u0648\u0646\u062f<\/h2>\n\n\n\n<p>\u064a\u064f\u0642\u062f\u0651\u0645 \u0642\u0633\u0645 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0627 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u0646\u0638\u0645 \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0628\u062c\u0627\u0645\u0639\u0629 \u0644\u0648\u0646\u062f \u062f\u0648\u0631\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a NGEN27. \u0648\u0647\u064a \u062f\u0648\u0631\u0629 \u0627\u062e\u062a\u064a\u0627\u0631\u064a\u0629 \u0628\u0648\u0627\u0642\u0639 7.5 \u0633\u0627\u0639\u0627\u062a \u0645\u0639\u062a\u0645\u062f\u0629 \u0623\u0648\u0631\u0648\u0628\u064a\u0629 \u0641\u064a \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062f\u0648\u0631\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629\u060c \u0648\u062c\u0632\u0621 \u0645\u0646 \u0628\u0631\u0627\u0645\u062c \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0627\u0644\u0639\u0644\u0648\u0645 \u0641\u064a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u064f\u0639\u062f \u0623\u0648 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0627 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u0646\u0638\u0645 \u0627\u0644\u0628\u064a\u0626\u064a\u0629. \u062a\u064f\u0631\u0643\u0651\u0632 \u0627\u0644\u062f\u0648\u0631\u0629 \u0639\u0644\u0649 \u062a\u0637\u0628\u064a\u0642 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0645\u062b\u0644 \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0637\u0648\u0631\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u0641\u064a \u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a.<\/p>\n\n\n\n<p>\u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u062f\u0648\u0631\u0629 \u0645\u062d\u0627\u0636\u0631\u0627\u062a \u0648\u062a\u0645\u0627\u0631\u064a\u0646 \u0648\u0646\u062f\u0648\u0627\u062a \u0648\u0623\u0646\u0634\u0637\u0629 \u062a\u0639\u0644\u0645 \u0630\u0627\u062a\u064a\u060c \u062f\u0648\u0646 \u0627\u0645\u062a\u062d\u0627\u0646 \u0646\u0647\u0627\u0626\u064a. \u0648\u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0630\u0644\u0643\u060c \u064a\u064f\u0646\u062c\u0632 \u0627\u0644\u0637\u0644\u0627\u0628 \u0645\u0634\u0631\u0648\u0639\u064b\u0627 \u0646\u0647\u0627\u0626\u064a\u064b\u0627 \u0644\u062d\u0644 \u0645\u0633\u0623\u0644\u0629 \u0645\u0643\u0627\u0646\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u064a \u062f\u0631\u0633\u0648\u0647\u0627 \u0641\u064a \u0627\u0644\u062f\u0648\u0631\u0629. \u062c\u0645\u064a\u0639 \u0627\u0644\u062a\u0645\u0627\u0631\u064a\u0646 \u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0628\u0631\u0645\u062c\u0629 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0648\u0647\u064a \u0645\u062a\u0637\u0644\u0628 \u0623\u0633\u0627\u0633\u064a\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 90 \u0633\u0627\u0639\u0629 \u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u0645\u064a\u0629\u060c \u0645\u0646\u0647\u0627 15 \u0633\u0627\u0639\u0629 \u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a \u0639\u0644\u0648\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u064815 \u0633\u0627\u0639\u0629 \u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629.<\/p>\n\n\n\n<p>\u064a\u063a\u0637\u064a \u0627\u0644\u0645\u0646\u0647\u062c \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u064f\u0639\u062f\u060c \u0645\u0639 \u0645\u062d\u0627\u0636\u0631\u0629 \u062a\u062a\u0646\u0627\u0648\u0644 \u0627\u0644\u062c\u0648\u0627\u0646\u0628 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u062a\u064f\u062f\u0631\u0651\u0633 \u0627\u0644\u062f\u0648\u0631\u0629 \u0628\u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629 \u062e\u0644\u0627\u0644 \u0627\u0644\u0641\u0635\u0644 \u0627\u0644\u062f\u0631\u0627\u0633\u064a \u0627\u0644\u062b\u0627\u0646\u064a (\u0627\u0644\u0641\u0635\u0644 \u0627\u0644\u062f\u0631\u0627\u0633\u064a \u0627\u0644\u062e\u0631\u064a\u0641\u064a)\u060c \u0648\u064a\u0634\u0631\u0641 \u0639\u0644\u064a\u0647\u0627 \u0639\u0644\u064a \u0645\u0646\u0635\u0648\u0631\u064a\u0627\u0646. \u062a\u0634\u0645\u0644 \u0627\u0644\u0645\u0642\u0631\u0631\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0646\u0635\u0648\u0635\u064b\u0627 \u062d\u0648\u0644 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0637\u0648\u0631\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Key Highlights<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062f\u0648\u0631\u0629 \u062f\u0631\u0627\u0633\u064a\u0629 \u0628\u0645\u0639\u062f\u0644 7.5 \u0646\u0642\u0637\u0629 ECTS \u0641\u064a \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062f\u0648\u0631\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629.<\/li>\n\n\n\n<li>\u064a\u0631\u0643\u0632 \u0639\u0644\u0649 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062b\u0644 \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0637\u0648\u0631\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a.<\/li>\n\n\n\n<li>\u064a\u062a\u0637\u0644\u0628 \u0628\u0631\u0645\u062c\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0648\u062f\u0648\u0631\u0627\u062a \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0633\u0627\u0628\u0642\u0629 \u0641\u064a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u0628\u0631\u0645\u062c\u0629.<\/li>\n\n\n\n<li>\u064a\u062a\u0636\u0645\u0646 \u0645\u0634\u0631\u0648\u0639\u064b\u0627 \u0646\u0647\u0627\u0626\u064a\u064b\u0627 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0627\u0645\u062a\u062d\u0627\u0646 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u062e\u062f\u0645\u0627\u062a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062f\u0648\u0631\u0629 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0645\u0643\u0627\u0646\u064a.<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0639\u0644\u0649 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0646\u0638\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0639\u0646 \u0628\u0639\u062f.<\/li>\n\n\n\n<li>\u0645\u062d\u0627\u0636\u0631\u0627\u062a \u0648\u062a\u0645\u0627\u0631\u064a\u0646 \u0648\u0646\u062f\u0648\u0627\u062a \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0628\u0627\u064a\u062b\u0648\u0646.<\/li>\n\n\n\n<li>\u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u064a \u062a\u0645\u062a \u0645\u0646\u0627\u0642\u0634\u062a\u0647\u0627 \u0641\u064a \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: www.nateko.lu.se\/NGEN27<\/li>\n\n\n\n<li>\u0627\u0644\u0639\u0646\u0648\u0627\u0646: S\u00f6lvegatan 12\u060c S-223 62 \u0644\u0648\u0646\u062f\u060c \u0627\u0644\u0633\u0648\u064a\u062f<\/li>\n\n\n\n<li>\u0627\u0644\u0647\u0627\u062a\u0641: +46 73 202 84 87<\/li>\n\n\n\n<li>\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a: anders.ahlstrom@nateko.lu.se<\/li>\n\n\n\n<li>\u0641\u064a\u0633\u0628\u0648\u0643: www.facebook.com\/physicalgeography<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"311\" height=\"67\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png\" alt=\"\" class=\"wp-image-155864\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png 311w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo-300x65.png 300w\" sizes=\"(max-width: 311px) 100vw, 311px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">FlyPix: \u062e\u062f\u0645\u0627\u062a GeoAI<\/h2>\n\n\n\n<p>\u0646\u062d\u0646 \u0641\u064a <a href=\"https:\/\/flypix.ai\/ar\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0641\u0644\u0627\u064a \u0628\u064a\u0643\u0633 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a> \u062a\u0634\u063a\u064a\u0644 \u0645\u0646\u0635\u0629 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0645\u0643\u0627\u0646\u064a\u0629 \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u062d\u0644\u064a\u0644 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u064a\u0631\u0629. \u062a\u064f\u0639\u0646\u0649 \u0645\u0646\u0635\u062a\u0646\u0627 \u0628\u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u0643\u0634\u0641 \u0627\u0644\u0623\u062c\u0633\u0627\u0645\u060c \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062a\u063a\u064a\u0631\u0627\u062a\u060c \u0648\u0631\u0635\u062f \u0627\u0644\u0634\u0630\u0648\u0630\u060c \u0645\u064f\u0642\u062f\u0645\u0629\u064b \u062e\u062f\u0645\u0627\u062a\u0647\u0627 \u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0632\u0631\u0627\u0639\u0629\u060c \u0648\u0627\u0644\u0628\u0646\u0627\u0621\u060c \u0648\u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u062d\u0636\u0631\u064a\u060c \u0648\u0627\u0644\u0631\u0635\u062f \u0627\u0644\u0628\u064a\u0626\u064a. \u0635\u064f\u0645\u0645\u062a \u0627\u0644\u0645\u0646\u0635\u0629 \u0643\u062d\u0644\u064d\u0651 \u0628\u062f\u0648\u0646 \u0628\u0631\u0645\u062c\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u0644\u0627 \u064a\u0645\u062a\u0644\u0643\u0648\u0646 \u062e\u0628\u0631\u0629 \u0628\u0631\u0645\u062c\u064a\u0629 \u0645\u0646 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0627\u0644\u0625\u062d\u062f\u0627\u062b\u064a\u0627\u062a.<\/p>\n\n\n\n<p>\u0646\u0648\u0641\u0631 \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0635\u0648\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0634\u0631\u0627\u0643\u0627\u062a\u0646\u0627 \u0645\u0639 \u0645\u0632\u0648\u062f\u064a \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0637\u0627\u0626\u0631\u0627\u062a \u0628\u062f\u0648\u0646 \u0637\u064a\u0627\u0631\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062a\u0644\u0628\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0639\u0645\u0644\u0627\u0626\u0646\u0627. \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646\u0646\u0627 \u0644\u0627 \u0646\u0642\u062f\u0645 \u062f\u0648\u0631\u0627\u062a \u0645\u0646\u0647\u062c\u064a\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u060c \u0625\u0644\u0627 \u0623\u0646 \u062a\u062f\u0631\u064a\u0628\u0646\u0627 \u064a\u062f\u0639\u0645 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0643\u062a\u0633\u0628\u0629 \u0641\u064a \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0623\u0648 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0648\u0641\u064a\u0631 \u062e\u0628\u0631\u0629 \u0639\u0645\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629.<\/p>\n\n\n\n<p>\u064a\u0642\u0639 \u0645\u0642\u0631\u0646\u0627 \u0641\u064a \u062f\u0627\u0631\u0645\u0634\u062a\u0627\u062a\u060c \u0623\u0644\u0645\u0627\u0646\u064a\u0627\u060c \u0648\u0646\u0634\u0627\u0631\u0643 \u0641\u064a \u0628\u0631\u0627\u0645\u062c \u0645\u062b\u0644 \u0645\u0631\u0643\u0632 \u062d\u0627\u0636\u0646\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u062a\u0627\u0628\u0639 \u0644\u0648\u0643\u0627\u0644\u0629 \u0627\u0644\u0641\u0636\u0627\u0621 \u0627\u0644\u0623\u0648\u0631\u0648\u0628\u064a\u0629 \u0641\u064a \u0647\u064a\u0633\u0646\u060c \u0648\u0628\u0631\u0646\u0627\u0645\u062c \u0625\u0646\u0641\u064a\u062f\u064a\u0627 \u0627\u0644\u062a\u0623\u0633\u064a\u0633\u064a. \u062a\u062a\u0643\u0627\u0645\u0644 \u0645\u0646\u0635\u062a\u0646\u0627 \u0645\u0639 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629\u060c \u0648\u062a\u062f\u0639\u0645 \u0645\u0635\u0627\u062f\u0631 \u0628\u064a\u0627\u0646\u0627\u062a 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Archivo, sans-serif;font-family: Archivo, sans-serif;font-weight: 700;font-size: 42px;line-height: 1.3;letter-spacing: 1px;text-align: center\"><span style=\"color:#1790a3;font-size:40px;font-family: Archivo, sans-serif\"> \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\n<\/span> <\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0646\u062d\u0646 \u0646\u062f\u064a\u0631 \u0645\u0646\u0635\u0629 \u0628\u062f\u0648\u0646 \u0623\u0643\u0648\u0627\u062f \u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0645\u0643\u0627\u0646\u064a\u0629 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n\n\n\n<li>\u0646\u062d\u0646 \u0646\u062e\u062f\u0645 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0632\u0631\u0627\u0639\u0629 \u0648\u0627\u0644\u0628\u0646\u0627\u0621 \u0648\u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u062d\u0636\u0631\u064a.<\/li>\n\n\n\n<li>\u0646\u062d\u0646 \u0646\u0642\u062f\u0645 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0639\u0644\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0646\u0635\u0629\u060c \u0645\u0639 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0634\u0630\u0648\u0630.<\/li>\n\n\n\n<li>\u064a\u0642\u0639 \u0645\u0642\u0631\u0646\u0627 \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0641\u064a \u0645\u062f\u064a\u0646\u0629 \u062f\u0627\u0631\u0645\u0634\u062a\u0627\u062a\u060c \u0623\u0644\u0645\u0627\u0646\u064a\u0627\u060c \u0645\u0639 \u0634\u0631\u0627\u0643\u0627\u062a \u0645\u0639 ESA BIC Hessen \u0648\u0628\u0631\u0646\u0627\u0645\u062c NVIDIA Inception.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0633\u062a\u0646\u062a\u0627\u062c<\/h2>\n\n\n\n<p>\u064a\u0641\u062a\u062d GeoAI \u0622\u0641\u0627\u0642\u064b\u0627 \u062c\u062f\u064a\u062f\u0629 \u0644\u0637\u0631\u0642 \u0645\u062b\u064a\u0631\u0629 \u0644\u0645\u0648\u0627\u062c\u0647\u0629 \u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u060c \u0628\u062f\u0621\u064b\u0627 \u0645\u0646 \u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u062e\u064a\u0629 \u0648\u0648\u0635\u0648\u0644\u064b\u0627 \u0625\u0644\u0649 \u062a\u062e\u0637\u064a\u0637 \u0645\u062f\u0646 \u0623\u0643\u062b\u0631 \u0630\u0643\u0627\u0621\u064b. \u062a\u064f\u0642\u062f\u0645 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0648\u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0645\u064f\u0642\u062f\u0645\u0629 \u0647\u0646\u0627\u060c \u0645\u062b\u0644 \u0628\u0631\u0646\u0627\u0645\u062c NGEN27 \u0645\u0646 \u062c\u0627\u0645\u0639\u0629 \u0644\u0648\u0646\u062f\u060c \u0648\u0628\u0631\u0646\u0627\u0645\u062c Udemy \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u060c \u0648\u0623\u062f\u0648\u0627\u062a FlyPix AI \u0627\u0644\u0639\u0645\u0644\u064a\u0629\u060c \u0637\u0631\u0642\u064b\u0627 \u0645\u064f\u062a\u0646\u0648\u0639\u0629 \u0644\u0644\u062a\u0639\u0645\u0642 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644. \u0633\u0648\u0627\u0621 \u0643\u0646\u062a \u0637\u0627\u0644\u0628\u064b\u0627 \u0623\u0648 \u0645\u064f\u062d\u062a\u0631\u0641\u064b\u0627 \u0623\u0648 \u0645\u064f\u062c\u0631\u062f \u0641\u0636\u0648\u0644\u064a\u060c \u0633\u062a\u062c\u062f \u0645\u0633\u0627\u0631\u064b\u0627 \u062a\u0639\u0644\u064a\u0645\u064a\u064b\u0627 \u064a\u064f\u0646\u0627\u0633\u0628 \u0623\u0647\u062f\u0627\u0641\u0643.<\/p>\n\n\n\n<p>\u0644\u0633\u062a\u064e \u0628\u062d\u0627\u062c\u0629 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