{"id":7311,"date":"2023-01-25T07:52:11","date_gmt":"2023-01-25T07:52:11","guid":{"rendered":"https:\/\/yasanacademy.ir\/yas\/?p=7311"},"modified":"2026-08-03T15:15:05","modified_gmt":"2026-08-03T11:45:05","slug":"python-in-medicine","status":"publish","type":"post","link":"https:\/\/yasanacademy.ir\/yas\/python-in-medicine\/","title":{"rendered":"\u06a9\u0627\u0631\u0628\u0631\u062f \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc \u06f7 \u06a9\u0627\u0631\u0628\u0631\u062f \u0648\u0627\u0642\u0639\u06cc \u0648 \u0645\u0633\u06cc\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc"},"content":{"rendered":"<article dir=\"rtl\" lang=\"fa\">\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 20px;\"><strong>\u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc<\/strong> \u0641\u0642\u0637 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc 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\u06a9\u0646\u0646\u062f \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u06cc \u062d\u0648\u0632\u0647 \u0633\u0644\u0627\u0645\u062a \u0631\u0627 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f \u0628\u0631\u0627\u06cc \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u062e\u0648\u062f \u0632\u0628\u0627\u0646\u060c \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0639\u0645\u0648\u0645\u06cc \u0648 \u0645\u0633\u06cc\u0631 \u0634\u0631\u0648\u0639 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc\u060c \u0645\u0642\u0627\u0644\u0647 <a href=\"https:\/\/yasanacademy.ir\/yas\/what-is-python\/\" data-internallinksmanager029f6b8e52c=\"22\" target=\"_blank\" rel=\"noopener\">\u067e\u0627\u06cc\u062a\u0648\u0646 \u0686\u06cc\u0633\u062a \u0648 \u0686\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062f\u0627\u0631\u062f\u061f<\/a> \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f.<\/p>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 20px;\">\u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u06cc\u06a9 \u067e\u0698\u0648\u0647\u0634\u06af\u0631 \u0628\u062e\u0648\u0627\u0647\u062f \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0647\u0632\u0627\u0631\u0627\u0646 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u062f\u060c \u06cc\u06a9 \u0645\u062a\u062e\u0635\u0635 \u062a\u0635\u0648\u06cc\u0631\u0628\u0631\u062f\u0627\u0631\u06cc \u0628\u062e\u0648\u0627\u0647\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc MRI \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0646\u062f \u06cc\u0627 \u06cc\u06a9 \u062a\u06cc\u0645 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc \u0628\u062e\u0648\u0627\u0647\u062f \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u062a\u0648\u0627\u0644\u06cc\u200c\u0647\u0627\u06cc 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\u067e\u0632\u0634\u06a9\u06cc \u0634\u0627\u0645\u0644 \u062a\u062d\u0644\u06cc\u0644 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0645\u0627\u0631\u0627\u0646 \u0648 \u067e\u0698\u0648\u0647\u0634\u200c\u0647\u0627\u060c \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0627\u0648\u06cc\u0631 \u067e\u0632\u0634\u06a9\u06cc\u060c \u0645\u0637\u0627\u0644\u0639\u0627\u062a \u0698\u0646\u062a\u06cc\u06a9\u06cc\u060c \u062a\u0648\u0633\u0639\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u062e\u0648\u062f\u06a9\u0627\u0631\u0633\u0627\u0632\u06cc \u0628\u0631\u062e\u06cc \u0641\u0631\u0627\u06cc\u0646\u062f\u0647\u0627\u06cc \u067e\u0698\u0648\u0647\u0634\u06cc \u0648 \u0633\u0627\u062e\u062a \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0644\u0627\u0645\u062a \u0627\u0633\u062a. \u062e\u0631\u0648\u062c\u06cc \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u062f\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0628\u0627\u0644\u06cc\u0646\u06cc \u0628\u0627\u06cc\u062f \u062a\u0648\u0633\u0637 \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0648 \u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc \u0634\u0648\u062f.<\/p>\n<\/div>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_86 counter-flat ez-toc-counter-rtl ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0622\u0646\u0686\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0645\u06cc\u062e\u0648\u0627\u0646\u06cc\u062f <\/p>\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/yasanacademy.ir\/yas\/python-in-medicine\/#%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86_%D8%AF%D8%B1_%D9%BE%D8%B2%D8%B4%DA%A9%DB%8C_%D8%AF%D9%82%DB%8C%D9%82%D8%A7%D9%8B_%DA%86%D9%87_%DA%A9%D8%A7%D8%B1%DB%8C_%D8%A7%D9%86%D8%AC%D8%A7%D9%85_%D9%85%DB%8C%E2%80%8C%D8%AF%D9%87%D8%AF%D8%9F\" >\u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc \u062f\u0642\u06cc\u0642\u0627\u064b \u0686\u0647 \u06a9\u0627\u0631\u06cc \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u062f\u0647\u062f\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/yasanacademy.ir\/yas\/python-in-medicine\/#%DA%86%D8%B1%D8%A7_%D8%A7%D8%B2_%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86_%D8%AF%D8%B1_%D9%BE%D8%B2%D8%B4%DA%A9%DB%8C_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D9%85%DB%8C%E2%80%8C%D8%B4%D9%88%D8%AF%D8%9F\" >\u0686\u0631\u0627 \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc 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href=\"https:\/\/yasanacademy.ir\/yas\/python-in-medicine\/#%D9%85%D8%B3%DB%8C%D8%B1_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86_%D9%BE%D8%B2%D8%B4%DA%A9%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%86%D9%88%D8%AC%D9%88%D8%A7%D9%86%D8%A7%D9%86\" >\u0645\u0633\u06cc\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u067e\u0632\u0634\u06a9\u06cc \u0628\u0631\u0627\u06cc \u0646\u0648\u062c\u0648\u0627\u0646\u0627\u0646<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/yasanacademy.ir\/yas\/python-in-medicine\/#%D8%A8%D8%B1%D8%A7%DB%8C_%D9%88%D8%B1%D9%88%D8%AF_%D8%A8%D9%87_%D8%A7%DB%8C%D9%86_%D8%AD%D9%88%D8%B2%D9%87_%DA%86%D9%87_%D9%85%D9%87%D8%A7%D8%B1%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C%DB%8C_%D9%84%D8%A7%D8%B2%D9%85_%D8%A7%D8%B3%D8%AA%D8%9F\" >\u0628\u0631\u0627\u06cc \u0648\u0631\u0648\u062f \u0628\u0647 \u0627\u06cc\u0646 \u062d\u0648\u0632\u0647 \u0686\u0647 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href=\"https:\/\/yasanacademy.ir\/yas\/python-in-medicine\/#%DA%86%D9%86%D8%AF_%D8%AA%D8%B5%D9%88%D8%B1_%D8%A7%D8%B4%D8%AA%D8%A8%D8%A7%D9%87_%D8%AF%D8%B1%D8%A8%D8%A7%D8%B1%D9%87_%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86_%D8%AF%D8%B1_%D9%BE%D8%B2%D8%B4%DA%A9%DB%8C\" >\u0686\u0646\u062f \u062a\u0635\u0648\u0631 \u0627\u0634\u062a\u0628\u0627\u0647 \u062f\u0631\u0628\u0627\u0631\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/yasanacademy.ir\/yas\/python-in-medicine\/#%D8%B3%D8%A4%D8%A7%D9%84%D8%A7%D8%AA_%D9%85%D8%AA%D8%AF%D8%A7%D9%88%D9%84\" >\u0633\u0624\u0627\u0644\u0627\u062a \u0645\u062a\u062f\u0627\u0648\u0644<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/yasanacademy.ir\/yas\/python-in-medicine\/#%D8%AC%D9%85%D8%B9%E2%80%8C%D8%A8%D9%86%D8%AF%DB%8C\" >\u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/yasanacademy.ir\/yas\/python-in-medicine\/#%D9%85%D8%B4%D8%A7%D9%88%D8%B1%D9%87_%D8%B1%D8%A7%DB%8C%DA%AF%D8%A7%D9%86\" >\u0645\u0634\u0627\u0648\u0631\u0647 \u0631\u0627\u06cc\u06af\u0627\u0646<\/a><\/li><\/ul><\/nav><\/div>\n<h2 id=\"python-medicine\" style=\"font-size: 24px; font-weight: bold; color: #1a1a1a; margin: 42px 0 16px; border-bottom: 2px solid #f0f0f0; padding-bottom: 10px;\"><span class=\"ez-toc-section\" id=\"%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86_%D8%AF%D8%B1_%D9%BE%D8%B2%D8%B4%DA%A9%DB%8C_%D8%AF%D9%82%DB%8C%D9%82%D8%A7%D9%8B_%DA%86%D9%87_%DA%A9%D8%A7%D8%B1%DB%8C_%D8%A7%D9%86%D8%AC%D8%A7%D9%85_%D9%85%DB%8C%E2%80%8C%D8%AF%D9%87%D8%AF%D8%9F\"><\/span>\u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc \u062f\u0642\u06cc\u0642\u0627\u064b \u0686\u0647 \u06a9\u0627\u0631\u06cc \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u062f\u0647\u062f\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 16px;\">\u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u06a9 \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0639\u0645\u0648\u0645\u06cc \u0627\u0633\u062a\u061b \u06cc\u0639\u0646\u06cc \u0641\u0642\u0637 \u0628\u0631\u0627\u06cc \u067e\u0632\u0634\u06a9\u06cc \u06cc\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0633\u0627\u062e\u062a\u0647 \u0646\u0634\u062f\u0647 \u0627\u0633\u062a. \u0628\u0627\u0627\u06cc\u0646\u200c\u062d\u0627\u0644\u060c \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639 \u0622\u0646 \u0628\u0627\u0639\u062b \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u062f\u0631 \u067e\u0698\u0648\u0647\u0634\u200c\u0647\u0627\u06cc \u0639\u0644\u0645\u06cc\u060c \u0639\u0644\u0648\u0645 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id=\"%DA%86%D8%B1%D8%A7_%D8%A7%D8%B2_%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86_%D8%AF%D8%B1_%D9%BE%D8%B2%D8%B4%DA%A9%DB%8C_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D9%85%DB%8C%E2%80%8C%D8%B4%D9%88%D8%AF%D8%9F\"><\/span>\u0686\u0631\u0627 \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 20px;\">\u0647\u06cc\u0686 \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0628\u0631\u0627\u06cc \u062a\u0645\u0627\u0645 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u0646\u0627\u0633\u0628\u06cc \u0646\u06cc\u0633\u062a. \u0628\u0627\u0627\u06cc\u0646\u200c\u062d\u0627\u0644\u060c \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0647 \u0686\u0646\u062f 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\u067e\u0698\u0648\u0647\u0634\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0645\u0646\u0637\u0642 \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0627 \u0631\u0627\u062d\u062a\u200c\u062a\u0631 \u0628\u0631\u0631\u0633\u06cc \u0648 \u0627\u0635\u0644\u0627\u062d \u06a9\u0646\u0646\u062f.<\/p>\n<\/div>\n<div style=\"background: #fff; border: 1px solid #e4e4e8; border-radius: 16px; padding: 20px;\">\n<p style=\"font-size: 17px; font-weight: bold; color: #639922; margin: 0 0 8px;\">\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647<\/p>\n<p style=\"font-size: 15px; line-height: 2; color: #555; margin: 0;\">\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f pandas \u0628\u0631\u0627\u06cc \u0645\u0631\u062a\u0628\u200c\u0633\u0627\u0632\u06cc\u060c \u067e\u0627\u06a9\u200c\u0633\u0627\u0632\u06cc\u060c \u062e\u0644\u0627\u0635\u0647\u200c\u0633\u0627\u0632\u06cc \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u0648\u0644\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/p>\n<\/div>\n<div style=\"background: #fff; border: 1px solid #e4e4e8; border-radius: 16px; padding: 20px;\">\n<p style=\"font-size: 17px; font-weight: bold; color: #d4537e; margin: 0 0 8px;\">\u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u0639\u0644\u0645\u06cc \u06af\u0633\u062a\u0631\u062f\u0647<\/p>\n<p style=\"font-size: 15px; line-height: 2; color: #555; margin: 0;\">\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0622\u0645\u0627\u0631\u060c \u062a\u0635\u0648\u06cc\u0631\u060c \u0698\u0646\u062a\u06cc\u06a9\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0631\u0633\u0645 \u0646\u0645\u0648\u062f\u0627\u0631 \u0648 \u062a\u0648\u0633\u0639\u0647 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u0627\u0646 \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f.<\/p>\n<\/div>\n<div style=\"background: #fff; border: 1px solid #e4e4e8; border-radius: 16px; padding: 20px;\">\n<p style=\"font-size: 17px; font-weight: bold; color: #f7a600; margin: 0 0 8px;\">\u0627\u0645\u06a9\u0627\u0646 \u0633\u0627\u062e\u062a \u0646\u0645\u0648\u0646\u0647 \u0627\u0648\u0644\u06cc\u0647<\/p>\n<p style=\"font-size: 15px; line-height: 2; color: #555; margin: 0;\">\u067e\u0698\u0648\u0647\u0634\u06af\u0631\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u067e\u06cc\u0634 \u0627\u0632 \u062a\u0648\u0633\u0639\u0647 \u06cc\u06a9 \u0645\u062d\u0635\u0648\u0644 \u06a9\u0627\u0645\u0644\u060c \u0627\u06cc\u062f\u0647 \u062e\u0648\u062f \u0631\u0627 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0627\u062c\u0631\u0627 \u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n<\/div>\n<\/div>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 24px;\">\u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c pandas \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u0648\u0644\u06cc\u060c \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u06af\u0645\u0634\u062f\u0647\u060c \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0622\u0645\u0627\u0631\u06cc \u0648 \u062a\u0631\u06a9\u06cc\u0628 \u0686\u0646\u062f \u062c\u062f\u0648\u0644 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f. \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 scikit-learn \u0646\u06cc\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u200c\u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u060c \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0622\u0646 \u062f\u0627\u0631\u062f.<\/p>\n<h2 id=\"applications\" style=\"font-size: 24px; font-weight: bold; color: #1a1a1a; margin: 42px 0 16px; border-bottom: 2px solid #f0f0f0; padding-bottom: 10px;\"><span class=\"ez-toc-section\" id=\"%D9%85%D9%87%D9%85%E2%80%8C%D8%AA%D8%B1%DB%8C%D9%86_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1%D8%AF%D9%87%D8%A7%DB%8C_%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86_%D8%AF%D8%B1_%D9%BE%D8%B2%D8%B4%DA%A9%DB%8C\"><\/span>\u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 style=\"font-size: 20px; font-weight: bold; color: #1a1a1a; margin: 32px 0 12px;\">\u06f1. \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u067e\u0632\u0634\u06a9\u06cc \u0648 \u067e\u0698\u0648\u0647\u0634\u06cc<\/h3>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 16px;\">\u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0627\u06cc\u062c\u200c\u062a\u0631\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc\u060c \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u062f\u0631 \u06cc\u06a9 \u067e\u0698\u0648\u0647\u0634 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0635\u062f\u0647\u0627 \u06cc\u0627 \u0647\u0632\u0627\u0631\u0627\u0646 \u0646\u0641\u0631 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u0634\u0648\u062f. \u0628\u0631\u0631\u0633\u06cc \u062f\u0633\u062a\u06cc \u0627\u06cc\u0646 \u062d\u062c\u0645 \u0627\u0632 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0632\u0645\u0627\u0646\u200c\u0628\u0631 \u0627\u0633\u062a \u0648 \u0627\u062d\u062a\u0645\u0627\u0644 \u062e\u0637\u0627 \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 16px;\">\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646:<\/p>\n<ul style=\"padding-right: 22px; margin: 0 0 20px; color: #333; font-size: 16px; line-height: 2.4;\">\n<li>\u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062a\u06a9\u0631\u0627\u0631\u06cc \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u061b<\/li>\n<li>\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0644\u06cc \u06cc\u06a9 \u062c\u062f\u0648\u0644 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0631\u062f\u061b<\/li>\n<li>\u0645\u06cc\u0627\u0646\u06af\u06cc\u0646\u060c \u0645\u06cc\u0627\u0646\u0647 \u0648 \u062f\u06cc\u06af\u0631 \u0634\u0627\u062e\u0635\u200c\u0647\u0627 \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0631\u062f\u061b<\/li>\n<li>\u0686\u0646\u062f \u06af\u0631\u0648\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0627 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u0631\u062f\u061b<\/li>\n<li>\u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0645\u0634\u0627\u0647\u062f\u0647 \u0627\u0644\u06af\u0648\u0647\u0627 \u0633\u0627\u062e\u062a\u061b<\/li>\n<li>\u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627\u06cc \u062a\u06a9\u0631\u0627\u0631\u0634\u0648\u0646\u062f\u0647 \u0631\u0627 \u062e\u0648\u062f\u06a9\u0627\u0631 \u06a9\u0631\u062f.<\/li>\n<\/ul>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 24px;\">\u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u06cc\u06a9 \u067e\u0698\u0648\u0647\u0634\u06af\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0641\u0634\u0627\u0631 \u062e\u0648\u0646 \u06cc\u0627 \u0636\u0631\u0628\u0627\u0646 \u0642\u0644\u0628 \u0634\u0631\u06a9\u062a\u200c\u06a9\u0646\u0646\u062f\u06af\u0627\u0646 \u06cc\u06a9 \u0645\u0637\u0627\u0644\u0639\u0647 \u0631\u0627 \u062f\u0631 \u0686\u0646\u062f \u0645\u0631\u062d\u0644\u0647 \u0632\u0645\u0627\u0646\u06cc \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u062f. \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0648 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u062f\u0647\u062f\u060c \u0627\u0645\u0627 \u062a\u0641\u0633\u06cc\u0631 \u0628\u0627\u0644\u06cc\u0646\u06cc \u0646\u062a\u06cc\u062c\u0647 \u0628\u0631 \u0639\u0647\u062f\u0647 \u0645\u062a\u062e\u0635\u0635 \u0627\u0633\u062a.<\/p>\n<h3 style=\"font-size: 20px; font-weight: bold; color: #1a1a1a; margin: 32px 0 12px;\">\u06f2. \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0627\u0648\u06cc\u0631 \u067e\u0632\u0634\u06a9\u06cc<\/h3>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 16px;\">\u062a\u0635\u0627\u0648\u06cc\u0631 \u067e\u0632\u0634\u06a9\u06cc \u0645\u0627\u0646\u0646\u062f CT\u060c MRI \u0648 \u0628\u0631\u062e\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0631\u0627\u062f\u06cc\u0648\u0644\u0648\u0698\u06cc \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u062a\u0635\u0648\u06cc\u0631\u06cc \u0633\u0627\u062f\u0647 \u062f\u0627\u0631\u0646\u062f. \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f DICOM \u0628\u0631\u0627\u06cc \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0648 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 16px;\">\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 pydicom \u0628\u0647 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u0627\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc DICOM \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u0646\u062f\u060c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u0646\u062f\u060c \u0628\u0631\u062e\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u0646\u062f \u0648 \u062f\u0648\u0628\u0627\u0631\u0647 \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u0646\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u067e\u0698\u0648\u0647\u0634\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0647 \u0622\u0631\u0627\u06cc\u0647\u200c\u0647\u0627\u06cc \u0639\u062f\u062f\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0648 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0622\u0645\u0627\u062f\u0647 \u06a9\u0631\u062f.<\/p>\n<div style=\"background: #fff6e6; border: 1px solid #fde9bf; border-radius: 12px; padding: 18px 20px; margin: 20px 0 26px;\">\n<p style=\"font-size: 15px; line-height: 2; color: #555; margin: 0;\"><strong>\u0646\u06a9\u062a\u0647:<\/strong> \u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u067e\u0632\u0634\u06a9\u06cc \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0647 \u0645\u0639\u0646\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0628\u06cc\u0645\u0627\u0631\u06cc \u0646\u06cc\u0633\u062a. \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0627\u0644\u06cc\u0646\u06cc\u060c \u06a9\u06cc\u0641\u06cc\u062a \u062f\u0627\u062f\u0647\u060c \u0631\u0648\u0634 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc\u060c \u0645\u062c\u0648\u0632\u0647\u0627\u06cc \u0644\u0627\u0632\u0645 \u0648 \u0646\u0638\u0627\u0631\u062a \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u0627\u0647\u0645\u06cc\u062a \u0627\u0633\u0627\u0633\u06cc \u062f\u0627\u0631\u0646\u062f.<\/p>\n<\/div>\n<h3 style=\"font-size: 20px; font-weight: bold; color: #1a1a1a; margin: 32px 0 12px;\">\u06f3. \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc<\/h3>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 16px;\">\u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u06a9\u06cc \u0627\u0632 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\u0645\u062b\u0627\u0644\u060c \u06cc\u06a9 \u0645\u062f\u0644 \u067e\u0698\u0648\u0647\u0634\u06cc \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0627 \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0622\u0645\u0648\u0632\u0634 \u0628\u0628\u06cc\u0646\u062f \u062a\u0627 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u0645\u0634\u062e\u0635\u06cc \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u062c\u062f\u06cc\u062f \u0631\u0627 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u06cc\u0627 \u062a\u0641\u06a9\u06cc\u06a9 \u06a9\u0646\u062f.<\/p>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 16px;\">\u0634\u0646\u0627\u062e\u062a \u0645\u0641\u0627\u0647\u06cc\u0645\u06cc \u0645\u0627\u0646\u0646\u062f \u062f\u0627\u062f\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc\u060c \u0627\u0644\u06af\u0648\u060c \u0622\u0632\u0645\u0648\u0646 \u0645\u062f\u0644 \u0648 \u0627\u062d\u062a\u0645\u0627\u0644 \u062e\u0637\u0627 \u0641\u0642\u0637 \u0628\u0631\u0627\u06cc \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u067e\u0632\u0634\u06a9\u06cc \u0627\u0647\u0645\u06cc\u062a \u0646\u062f\u0627\u0631\u062f. \u06a9\u0648\u062f\u06a9\u0627\u0646 \u0648 \u0646\u0648\u062c\u0648\u0627\u0646\u0627\u0646 \u0646\u06cc\u0632 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0627\u06cc\u0646 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0631\u0627 \u0628\u0627 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0633\u0627\u062f\u0647 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631\u060c \u0635\u062f\u0627 \u06cc\u0627 \u0645\u062a\u0646 \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u0646\u062f. \u062f\u0631 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc <a style=\"color: #009fe3; font-weight: bold; text-decoration: none;\" href=\"https:\/\/yasanacademy.ir\/yas\/teaching-artificial-intelligence-to-children\/\">\u0622\u0645\u0648\u0632\u0634 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647 \u06a9\u0648\u062f\u06a9\u0627\u0646<\/a> \u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f\u0647\u200c\u0627\u06cc\u0645 \u06a9\u0647 \u0641\u0631\u0632\u0646\u062f\u062a\u0627\u0646 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0645\u062a\u0646\u0627\u0633\u0628 \u0628\u0627 \u0633\u0646 \u062e\u0648\u062f\u060c \u0627\u0632 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631\u06cc \u0633\u0627\u062f\u0647 \u0634\u0631\u0648\u0639 \u06a9\u0646\u062f \u0648 \u0628\u0647\u200c\u062a\u062f\u0631\u06cc\u062c \u0628\u0627 \u062f\u0627\u062f\u0647\u060c \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0646\u062a\u06cc\u062c\u0647 \u0622\u0634\u0646\u0627 \u0634\u0648\u062f.<\/p>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 16px;\">\u062f\u0631 \u062d\u0648\u0632\u0647 \u0633\u0644\u0627\u0645\u062a\u060c \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u0698\u0648\u0647\u0634\u06cc \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0631\u0627\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0632\u06cc\u0631 \u0628\u0631\u0631\u0633\u06cc \u0634\u0648\u0646\u062f:<\/p>\n<ul style=\"padding-right: 22px; margin: 0 0 20px; color: #333; font-size: 16px; line-height: 2.4;\">\n<li>\u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u067e\u0632\u0634\u06a9\u06cc\u061b<\/li>\n<li>\u0645\u0634\u062e\u0635 \u06a9\u0631\u062f\u0646 \u06cc\u0627 \u062a\u0642\u0633\u06cc\u0645\u200c\u0628\u0646\u062f\u06cc \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u062e\u0627\u0635 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631\u061b<\/li>\n<li>\u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u063a\u06cc\u0631\u0639\u0627\u062f\u06cc \u062f\u0631 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MONAI \u0646\u0645\u0648\u0646\u0647\u200c\u0627\u06cc \u0627\u0632 \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 PyTorch \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0622\u0645\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u060c \u0622\u0645\u0648\u0632\u0634 \u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631\u0628\u0631\u062f\u0627\u0631\u06cc \u062d\u0648\u0632\u0647 \u0633\u0644\u0627\u0645\u062a \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a.<\/p>\n<div style=\"background: #fff6e6; border: 1px solid #fde9bf; border-radius: 12px; padding: 18px 20px; margin: 20px 0 26px;\">\n<p style=\"font-size: 15px; line-height: 2; color: #555; margin: 0;\"><strong>\u0646\u06a9\u062a\u0647 \u0645\u0647\u0645:<\/strong> \u0633\u0627\u062e\u062a \u06cc\u06a9 \u0645\u062f\u0644 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u0627 \u0646\u06cc\u0633\u062a \u06a9\u0647 \u0622\u0646 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0631\u0648\u06cc \u0628\u06cc\u0645\u0627\u0631 \u0622\u0645\u0627\u062f\u0647 \u0627\u0633\u062a. \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0628\u0627\u06cc\u062f \u0627\u0632 \u0646\u0638\u0631 \u06a9\u06cc\u0641\u06cc\u062a \u062f\u0627\u062f\u0647\u060c \u0645\u06cc\u0632\u0627\u0646 \u062e\u0637\u0627\u060c \u0627\u0645\u0646\u06cc\u062a\u060c \u0639\u0645\u0644\u06a9\u0631\u062f \u0631\u0648\u06cc \u06af\u0631\u0648\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f \u0628\u0627\u0644\u06cc\u0646\u06cc 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\u0645\u06cc\u0627\u0646 \u0632\u06cc\u0633\u062a\u200c\u0634\u0646\u0627\u0633\u06cc\u060c \u0622\u0645\u0627\u0631 \u0648 \u0639\u0644\u0648\u0645 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0648\u0632\u0647 \u062d\u062c\u0645 \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 DNA\u060c RNA\u060c \u067e\u0631\u0648\u062a\u0626\u06cc\u0646\u200c\u0647\u0627 \u0648 \u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627\u06cc \u0632\u06cc\u0633\u062a\u06cc \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 16px;\">\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Biopython \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646\u06cc \u0628\u0631\u0627\u06cc 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style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 24px;\">\u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u06cc\u06a9 \u067e\u0698\u0648\u0647\u0634\u06af\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0647\u0632\u0627\u0631\u0627\u0646 \u062a\u0648\u0627\u0644\u06cc \u0698\u0646\u062a\u06cc\u06a9\u06cc \u0631\u0627 \u0628\u0627 \u06a9\u0645\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0646\u062f \u0648 \u0633\u067e\u0633 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc\u06cc \u0631\u0627 \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u062a\u062e\u0635\u0635\u06cc \u062f\u0627\u0631\u0646\u062f\u060c \u0645\u0634\u062e\u0635 \u06a9\u0646\u062f. \u067e\u0627\u06cc\u062a\u0648\u0646 \u0633\u0631\u0639\u062a \u067e\u0631\u062f\u0627\u0632\u0634 \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f\u060c \u0627\u0645\u0627 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color: #333; font-size: 16px; line-height: 2.4;\">\n<li>\u0633\u0627\u062e\u062a \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a\u06cc\u061b<\/li>\n<li>\u0628\u0631\u0631\u0633\u06cc \u0632\u0645\u0627\u0646 \u0627\u0646\u062a\u0638\u0627\u0631 \u0645\u0631\u0627\u062c\u0639\u0647\u200c\u06a9\u0646\u0646\u062f\u06af\u0627\u0646\u061b<\/li>\n<li>\u062a\u062d\u0644\u06cc\u0644 \u0645\u06cc\u0632\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u062c\u0647\u06cc\u0632\u0627\u062a\u061b<\/li>\n<li>\u0647\u0645\u0627\u0647\u0646\u06af\u06cc \u0628\u0631\u062e\u06cc \u0641\u0631\u0627\u06cc\u0646\u062f\u0647\u0627\u06cc \u0627\u062f\u0627\u0631\u06cc\u061b<\/li>\n<li>\u0628\u0631\u0631\u0633\u06cc \u0645\u0648\u062c\u0648\u062f\u06cc \u0627\u0642\u0644\u0627\u0645 \u0645\u0635\u0631\u0641\u06cc\u061b<\/li>\n<li>\u0627\u0631\u0633\u0627\u0644 \u0627\u0639\u0644\u0627\u0646 \u06cc\u0627 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\u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0628\u0647\u200c\u062a\u0646\u0647\u0627\u06cc\u06cc \u0645\u0634\u06a9\u0644\u0627\u062a \u0645\u062f\u06cc\u0631\u06cc\u062a\u06cc \u06cc\u06a9 \u0645\u0631\u06a9\u0632 \u062f\u0631\u0645\u0627\u0646\u06cc \u0631\u0627 \u062d\u0644 \u0646\u0645\u06cc\u200c\u06a9\u0646\u062f\u061b \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0628\u0627\u06cc\u062f \u0628\u0631 \u0627\u0633\u0627\u0633 \u0646\u06cc\u0627\u0632 \u0648\u0627\u0642\u0639\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u0637\u0631\u0627\u062d\u06cc \u0634\u0648\u062f.<\/p>\n<h3 style=\"font-size: 20px; font-weight: bold; color: #1a1a1a; margin: 32px 0 12px;\">\u06f7. \u0633\u0627\u062e\u062a \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627 \u0648 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0633\u0644\u0627\u0645\u062a<\/h3>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 16px;\">\u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0628\u062e\u0634 \u067e\u0634\u062a\u06cc \u06cc\u06a9 \u0633\u0627\u0645\u0627\u0646\u0647 \u06cc\u0627 \u0633\u0627\u062e\u062a \u0646\u0645\u0648\u0646\u0647 \u0627\u0648\u0644\u06cc\u0647 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0633\u0644\u0627\u0645\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0627\u06cc \u06a9\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0641\u0639\u0627\u0644\u06cc\u062a \u0631\u0648\u0632\u0627\u0646\u0647 \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u06af\u0632\u0627\u0631\u0634 \u067e\u0698\u0648\u0647\u0634\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f \u06cc\u0627 \u0627\u0631\u062a\u0628\u0627\u0637 \u0645\u06cc\u0627\u0646 \u0686\u0646\u062f \u0628\u062e\u0634 \u06cc\u06a9 \u0633\u0627\u0645\u0627\u0646\u0647 \u0631\u0627 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 16px;\">\u0627\u0645\u0627 \u0628\u0627\u06cc\u062f \u0645\u06cc\u0627\u0646 \u06cc\u06a9 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646 \u0639\u0645\u0648\u0645\u06cc \u0648 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u067e\u0632\u0634\u06a9\u06cc \u062a\u0641\u0627\u0648\u062a \u0642\u0627\u0626\u0644 \u0634\u062f. \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0627\u06cc \u06a9\u0647 \u0641\u0642\u0637 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0639\u0645\u0648\u0645\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0628\u0627 \u0627\u0628\u0632\u0627\u0631\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635\u060c \u062f\u0631\u0645\u0627\u0646 \u06cc\u0627 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u067e\u0632\u0634\u06a9\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0645\u0633\u0626\u0648\u0644\u06cc\u062a \u0648 \u0627\u0644\u0632\u0627\u0645\u0627\u062a \u06cc\u06a9\u0633\u0627\u0646\u06cc \u0646\u062f\u0627\u0631\u062f.<\/p>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 24px;\">\u0647\u0631\u0686\u0647 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u062a\u0623\u062b\u06cc\u0631 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0628\u0631 \u0633\u0644\u0627\u0645\u062a \u06a9\u0627\u0631\u0628\u0631 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f\u060c \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0622\u0632\u0645\u0627\u06cc\u0634\u060c \u0645\u0633\u062a\u0646\u062f\u0633\u0627\u0632\u06cc\u060c \u0627\u0645\u0646\u06cc\u062a\u060c \u0628\u0631\u0631\u0633\u06cc \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u0648 \u0631\u0639\u0627\u06cc\u062a \u0645\u0642\u0631\u0631\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n<h2 id=\"libraries\" style=\"font-size: 24px; font-weight: bold; color: #1a1a1a; margin: 42px 0 16px; border-bottom: 2px solid #f0f0f0; padding-bottom: 10px;\"><span class=\"ez-toc-section\" id=\"%DA%A9%D8%AA%D8%A7%D8%A8%D8%AE%D8%A7%D9%86%D9%87%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%BE%D8%B2%D8%B4%DA%A9%DB%8C_%D9%88_%D8%B9%D9%84%D9%88%D9%85_%D8%B3%D9%84%D8%A7%D9%85%D8%AA\"><\/span>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u067e\u0632\u0634\u06a9\u06cc \u0648 \u0639\u0644\u0648\u0645 \u0633\u0644\u0627\u0645\u062a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 20px;\">\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u060c \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u06a9\u062f\u0647\u0627\u06cc \u0622\u0645\u0627\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0646\u062c\u0627\u0645 \u06cc\u06a9 \u06af\u0631\u0648\u0647 \u0627\u0632 \u06a9\u0627\u0631\u0647\u0627 \u0631\u0627 \u0633\u0627\u062f\u0647\u200c\u062a\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0647 \u0646\u0648\u0639 \u067e\u0631\u0648\u0698\u0647 \u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u062f.<\/p>\n<div style=\"overflow-x: auto; margin: 24px 0 32px;\">\n<table style=\"width: 100%; border-collapse: collapse; font-size: 15px; text-align: right; min-width: 720px;\">\n<thead>\n<tr style=\"background: #009fe3; color: #fff;\">\n<th style=\"padding: 13px 15px;\">\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u06cc\u0627 \u0627\u0628\u0632\u0627\u0631<\/th>\n<th style=\"padding: 13px 15px;\">\u06a9\u0627\u0631\u0628\u0631\u062f \u0627\u0635\u0644\u06cc<\/th>\n<th style=\"padding: 13px 15px;\">\u0646\u0645\u0648\u0646\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647<\/th>\n<th style=\"padding: 13px 15px;\">\u0633\u0637\u062d \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u06cc<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"border-bottom: 1px solid #e4e4e8; background: #fff;\">\n<td style=\"padding: 13px 15px; font-weight: bold;\">pandas<\/td>\n<td style=\"padding: 13px 15px;\">\u06a9\u0627\u0631 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u0648\u0644\u06cc<\/td>\n<td style=\"padding: 13px 15px;\">\u067e\u0627\u06a9\u200c\u0633\u0627\u0632\u06cc \u0646\u062a\u0627\u06cc\u062c \u06cc\u06a9 \u067e\u0698\u0648\u0647\u0634<\/td>\n<td style=\"padding: 13px 15px;\">\u0645\u0642\u062f\u0645\u0627\u062a\u06cc \u062a\u0627 \u0645\u062a\u0648\u0633\u0637<\/td>\n<\/tr>\n<tr style=\"border-bottom: 1px solid #e4e4e8; background: #f7f7f8;\">\n<td style=\"padding: 13px 15px; font-weight: bold;\">NumPy<\/td>\n<td style=\"padding: 13px 15px;\">\u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0639\u062f\u062f\u06cc \u0648 \u0622\u0631\u0627\u06cc\u0647\u200c\u0647\u0627<\/td>\n<td style=\"padding: 13px 15px;\">\u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0647\u0627\u06cc \u0639\u062f\u062f\u06cc<\/td>\n<td style=\"padding: 13px 15px;\">\u0645\u0642\u062f\u0645\u0627\u062a\u06cc \u062a\u0627 \u0645\u062a\u0648\u0633\u0637<\/td>\n<\/tr>\n<tr style=\"border-bottom: 1px solid #e4e4e8; background: #fff;\">\n<td style=\"padding: 13px 15px; font-weight: bold;\">Matplotlib<\/td>\n<td style=\"padding: 13px 15px;\">\u0631\u0633\u0645 \u0646\u0645\u0648\u062f\u0627\u0631<\/td>\n<td style=\"padding: 13px 15px;\">\u0646\u0645\u0627\u06cc\u0634 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u06cc\u06a9 \u0634\u0627\u062e\u0635 \u062f\u0631 \u0637\u0648\u0644 \u0632\u0645\u0627\u0646<\/td>\n<td style=\"padding: 13px 15px;\">\u0645\u0642\u062f\u0645\u0627\u062a\u06cc<\/td>\n<\/tr>\n<tr style=\"border-bottom: 1px solid #e4e4e8; background: #f7f7f8;\">\n<td style=\"padding: 13px 15px; font-weight: bold;\">scikit-learn<\/td>\n<td style=\"padding: 13px 15px;\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u06a9\u0644\u0627\u0633\u06cc\u06a9<\/td>\n<td style=\"padding: 13px 15px;\">\u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc\u060c \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u062f\u0644<\/td>\n<td style=\"padding: 13px 15px;\">\u0645\u062a\u0648\u0633\u0637<\/td>\n<\/tr>\n<tr style=\"border-bottom: 1px solid #e4e4e8; background: #fff;\">\n<td style=\"padding: 13px 15px; font-weight: bold;\">pydicom<\/td>\n<td style=\"padding: 13px 15px;\">\u06a9\u0627\u0631 \u0628\u0627 \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc DICOM<\/td>\n<td style=\"padding: 13px 15px;\">\u062e\u0648\u0627\u0646\u062f\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062a\u0635\u0627\u0648\u06cc\u0631 \u067e\u0632\u0634\u06a9\u06cc<\/td>\n<td style=\"padding: 13px 15px;\">\u0645\u062a\u0648\u0633\u0637<\/td>\n<\/tr>\n<tr style=\"border-bottom: 1px solid #e4e4e8; background: #f7f7f8;\">\n<td style=\"padding: 13px 15px; font-weight: bold;\">Biopython<\/td>\n<td style=\"padding: 13px 15px;\">\u0628\u06cc\u0648\u0627\u0646\u0641\u0648\u0631\u0645\u0627\u062a\u06cc\u06a9<\/td>\n<td style=\"padding: 13px 15px;\">\u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0628\u0631\u0631\u0633\u06cc \u062a\u0648\u0627\u0644\u06cc\u200c\u0647\u0627\u06cc \u0632\u06cc\u0633\u062a\u06cc<\/td>\n<td style=\"padding: 13px 15px;\">\u0645\u062a\u0648\u0633\u0637<\/td>\n<\/tr>\n<tr style=\"background: #fff;\">\n<td style=\"padding: 13px 15px; font-weight: bold;\">MONAI \u0648 PyTorch<\/td>\n<td style=\"padding: 13px 15px;\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u067e\u0632\u0634\u06a9\u06cc<\/td>\n<td style=\"padding: 13px 15px;\">\u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u067e\u0698\u0648\u0647\u0634\u06cc \u062a\u0635\u0648\u06cc\u0631\u0628\u0631\u062f\u0627\u0631\u06cc<\/td>\n<td style=\"padding: 13px 15px;\">\u067e\u06cc\u0634\u0631\u0641\u062a\u0647<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div style=\"background: #f4fae8; border: 1px solid #e4f1c2; border-radius: 12px; padding: 18px 20px; margin: 22px 0 32px;\">\n<p style=\"font-size: 15px; line-height: 2; color: #555; margin: 0;\"><strong>\u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0644\u0627\u0632\u0645 \u0646\u06cc\u0633\u062a \u0647\u0645\u0647 \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627 \u0631\u0627 \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u06cc\u062f.<\/strong> \u06cc\u06a9 \u0646\u0648\u062c\u0648\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u0628\u062a\u062f\u0627 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u067e\u0627\u06cc\u0647\u060c pandas \u0648 \u0631\u0633\u0645 \u0646\u0645\u0648\u062f\u0627\u0631 \u0634\u0631\u0648\u0639 \u06a9\u0646\u062f. \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f MONAI \u0628\u0631\u0627\u06cc \u0645\u0631\u0627\u062d\u0644 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u200c\u062a\u0631 \u0648 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u0645\u0646\u0627\u0633\u0628\u200c\u0627\u0646\u062f.<\/p>\n<\/div>\n<h2 id=\"project\" style=\"font-size: 24px; font-weight: bold; color: #1a1a1a; margin: 42px 0 16px; border-bottom: 2px solid #f0f0f0; padding-bottom: 10px;\"><span class=\"ez-toc-section\" id=\"%DB%8C%DA%A9_%D9%BE%D8%B1%D9%88%DA%98%D9%87_%D8%AA%D9%85%D8%B1%DB%8C%D9%86%DB%8C_%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86_%D8%A8%D8%A7_%D8%AF%D8%A7%D8%AF%D9%87%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%B3%D9%84%D8%A7%D9%85%D8%AA\"><\/span>\u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u062a\u0645\u0631\u06cc\u0646\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0644\u0627\u0645\u062a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 20px;\">\u0628\u0631\u0627\u06cc \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u06a9\u0627\u0631\u0628\u0631\u062f \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc \u0648 \u0633\u0644\u0627\u0645\u062a\u060c \u0628\u0647\u062a\u0631 \u0627\u0633\u062a \u0627\u0632 \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u0633\u0627\u062f\u0647 \u0648 \u063a\u06cc\u0631\u062a\u0634\u062e\u06cc\u0635\u06cc \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645. \u062f\u0631 \u0627\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u0627\u0632 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0633\u0627\u062e\u062a\u06af\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0647\u06cc\u0686 \u062f\u0627\u062f\u0647 \u0648\u0627\u0642\u0639\u06cc \u0628\u06cc\u0645\u0627\u0631 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0642\u0631\u0627\u0631 \u0646\u0645\u06cc\u200c\u06af\u06cc\u0631\u062f.<\/p>\n<div style=\"background: #e6f7fd; border-radius: 16px; padding: 22px; margin: 24px 0;\">\n<p style=\"font-size: 17px; font-weight: bold; color: #009fe3; margin: 0 0 8px;\">\u0645\u0648\u0636\u0648\u0639 \u067e\u0631\u0648\u0698\u0647<\/p>\n<p style=\"font-size: 15px; line-height: 2; color: #444; margin: 0;\">\u0628\u0631\u0631\u0633\u06cc \u0627\u0631\u062a\u0628\u0627\u0637 \u0645\u06cc\u0627\u0646 \u0645\u062f\u062a 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\u0633\u0627\u0639\u0627\u062a \u062e\u0648\u0627\u0628\u060c \u062a\u0639\u062f\u0627\u062f \u0642\u062f\u0645\u200c\u0647\u0627 \u0648 \u0636\u0631\u0628\u0627\u0646 \u0642\u0644\u0628 \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0646\u06cc\u062f. \u0633\u067e\u0633 \u0628\u0627 \u06cc\u06a9 \u0646\u0645\u0648\u062f\u0627\u0631 \u067e\u0631\u0627\u06a9\u0646\u062f\u06af\u06cc\u060c \u0633\u0627\u0639\u0627\u062a \u062e\u0648\u0627\u0628 \u0648 \u0636\u0631\u0628\u0627\u0646 \u0642\u0644\u0628 \u0631\u0627 \u06a9\u0646\u0627\u0631 \u0647\u0645 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0647\u06cc\u062f.<\/p>\n<h3 style=\"font-size: 19px; font-weight: bold; color: #1a1a1a; margin: 28px 0 10px;\">\u0645\u0631\u062d\u0644\u0647 \u0634\u0634\u0645: \u0646\u062a\u06cc\u062c\u0647 \u0631\u0627 \u0645\u062d\u062a\u0627\u0637\u0627\u0646\u0647 \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f<\/h3>\n<p style=\"font-size: 16px; line-height: 2; color: #444; margin-bottom: 18px;\">\u062f\u0631 \u067e\u0627\u06cc\u0627\u0646 \u0641\u0642\u0637 \u062f\u0631\u0628\u0627\u0631\u0647 \u0647\u0645\u0627\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0635\u062d\u0628\u062a \u06a9\u0646\u06cc\u062f. \u0645\u0634\u0627\u0647\u062f\u0647 \u06cc\u06a9 \u0627\u0631\u062a\u0628\u0627\u0637 \u062f\u0631 \u0646\u0645\u0648\u062f\u0627\u0631 \u0628\u0647 \u0645\u0639\u0646\u06cc \u0639\u0644\u062a \u0648 \u0645\u0639\u0644\u0648\u0644 \u0646\u06cc\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647\u200c\u0627\u06cc \u06a9\u0647 \u0628\u0627 \u062f\u0627\u062f\u0647 \u0633\u0627\u062e\u062a\u06af\u06cc \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647\u060c \u0646\u062a\u06cc\u062c\u0647 \u067e\u0632\u0634\u06a9\u06cc \u06cc\u0627 \u062a\u0648\u0635\u06cc\u0647 \u062f\u0631\u0645\u0627\u0646\u06cc \u062a\u0648\u0644\u06cc\u062f \u0646\u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<div style=\"background: #fff6e6; border-right: 4px solid #f7a600; border-radius: 10px; padding: 18px 20px; margin: 22px 0 30px;\">\n<p style=\"font-size: 15px; line-height: 2; color: #555; margin: 0;\"><strong>\u0647\u062f\u0641 \u0627\u0635\u0644\u06cc \u0627\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647:<\/strong> \u062a\u0645\u0631\u06cc\u0646 \u062a\u0639\u0631\u06cc\u0641 \u0645\u0633\u0626\u0644\u0647\u060c \u067e\u0627\u06a9\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u060c \u0631\u0633\u0645 \u0646\u0645\u0648\u062f\u0627\u0631\u060c \u062a\u062d\u0644\u06cc\u0644 \u0646\u062a\u06cc\u062c\u0647 \u0648 \u0634\u0646\u0627\u062e\u062a \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u062f\u0627\u062f\u0647\u200c\u0645\u062d\u0648\u0631 \u0627\u0633\u062a\u061b \u0646\u0647 \u062a\u0634\u062e\u06cc\u0635 \u0648\u0636\u0639\u06cc\u062a \u0633\u0644\u0627\u0645\u062a \u0627\u0641\u0631\u0627\u062f.<\/p>\n<\/div>\n<h2 id=\"learning-path\" style=\"font-size: 24px; font-weight: bold; color: #1a1a1a; margin: 42px 0 16px; border-bottom: 2px solid #f0f0f0; padding-bottom: 10px;\"><span class=\"ez-toc-section\" id=\"%D9%85%D8%B3%DB%8C%D8%B1_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86_%D9%BE%D8%B2%D8%B4%DA%A9%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%86%D9%88%D8%AC%D9%88%D8%A7%D9%86%D8%A7%D9%86\"><\/span>\u0645\u0633\u06cc\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u067e\u0632\u0634\u06a9\u06cc \u0628\u0631\u0627\u06cc \u0646\u0648\u062c\u0648\u0627\u0646\u0627\u0646<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 20px;\">\u0646\u0648\u062c\u0648\u0627\u0646\u06cc \u06a9\u0647 \u0628\u0647 \u067e\u0632\u0634\u06a9\u06cc\u060c \u0632\u06cc\u0633\u062a\u200c\u0634\u0646\u0627\u0633\u06cc\u060c \u062f\u0627\u062f\u0647 \u06cc\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0639\u0644\u0627\u0642\u0647 \u062f\u0627\u0631\u062f\u060c \u0644\u0627\u0632\u0645 \u0646\u06cc\u0633\u062a \u0627\u0632 \u0627\u0628\u062a\u062f\u0627 \u0633\u0631\u0627\u063a \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u06cc\u0627 \u062a\u0635\u0627\u0648\u06cc\u0631 MRI \u0628\u0631\u0648\u062f. \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0627\u06cc\u062f \u0645\u0631\u062d\u0644\u0647\u200c\u0628\u0647\u200c\u0645\u0631\u062d\u0644\u0647 \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\u062f.<\/p>\n<div style=\"margin: 24px 0 32px;\">\n<div style=\"background: #f0f7fd; border-radius: 14px; padding: 20px 22px; margin-bottom: 14px;\">\n<p style=\"font-size: 16px; font-weight: bold; color: #009fe3; margin: 0 0 8px;\">\u0645\u0631\u062d\u0644\u0647 \u0627\u0648\u0644: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0628\u0627\u0646\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646<\/p>\n<p style=\"font-size: 15px; line-height: 2; color: #444; margin: 0;\">\u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u060c \u0634\u0631\u0637 \u0647\u0627\u060c \u062d\u0644\u0642\u0647 \u0647\u0627\u060c \u0641\u0647\u0631\u0633\u062a \u0647\u0627\u060c \u062a\u0627\u0628\u0639 \u0647\u0627 \u0648 \u062e\u0648\u0627\u0646\u062f\u0646 \u0641\u0627\u06cc\u0644 \u0631\u0627 \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u06cc\u062f. \u0647\u062f\u0641 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u062f\u0631\u06a9 \u0645\u0646\u0637\u0642 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u0633\u062a. \u0645\u0642\u0627\u0644\u0647 \u0645\u0628\u0627\u0646\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u0646\u0648\u062c\u0648\u0627\u0646\u0627\u0646 \u0645\u0633\u06cc\u0631 \u0645\u0646\u0627\u0633\u0628\u06cc \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0627\u06cc\u0646 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0627\u0633\u062a.<\/p>\n<\/div>\n<div style=\"background: #f0f7fd; border-radius: 14px; padding: 20px 22px; margin-bottom: 14px;\">\n<p style=\"font-size: 16px; font-weight: bold; color: #009fe3; margin: 0 0 8px;\">\u0645\u0631\u062d\u0644\u0647 \u062f\u0648\u0645: \u0633\u0627\u062e\u062a \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9<\/p>\n<p style=\"font-size: 15px; line-height: 2; color: #444; margin: 0;\">\u0628\u0631\u0646\u0627\u0645\u0647 \u062b\u0628\u062a \u0641\u0639\u0627\u0644\u06cc\u062a \u0631\u0648\u0632\u0627\u0646\u0647\u060c \u0645\u0627\u0634\u06cc\u0646\u200c\u062d\u0633\u0627\u0628 \u0634\u0627\u062e\u0635\u200c\u0647\u0627\u06cc \u063a\u06cc\u0631\u067e\u0632\u0634\u06a9\u06cc\u060c \u062f\u0641\u062a\u0631\u0686\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06cc\u0627 \u0646\u0645\u0648\u062f\u0627\u0631 \u0639\u0627\u062f\u062a\u200c\u0647\u0627\u06cc \u0631\u0648\u0632\u0627\u0646\u0647 \u0628\u0633\u0627\u0632\u06cc\u062f.<\/p>\n<\/div>\n<div style=\"background: #f0f7fd; border-radius: 14px; padding: 20px 22px; margin-bottom: 14px;\">\n<p style=\"font-size: 16px; font-weight: bold; color: #009fe3; margin: 0 0 8px;\">\u0645\u0631\u062d\u0644\u0647 \u0633\u0648\u0645: \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647<\/p>\n<p style=\"font-size: 15px; line-height: 2; color: #444; margin: 0;\">\u06a9\u0627\u0631 \u0628\u0627 pandas\u060c \u062c\u062f\u0648\u0644\u200c\u0647\u0627\u060c \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u06af\u0645\u0634\u062f\u0647\u060c \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0633\u0627\u062f\u0647 \u0648 \u0631\u0633\u0645 \u0646\u0645\u0648\u062f\u0627\u0631 \u0631\u0627 \u062a\u0645\u0631\u06cc\u0646 \u06a9\u0646\u06cc\u062f.<\/p>\n<\/div>\n<div style=\"background: #f0f7fd; border-radius: 14px; padding: 20px 22px; margin-bottom: 14px;\">\n<p style=\"font-size: 16px; font-weight: bold; color: #009fe3; margin: 0 0 8px;\">\u0645\u0631\u062d\u0644\u0647 \u0686\u0647\u0627\u0631\u0645: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0622\u0645\u0627\u0631 \u067e\u0627\u06cc\u0647<\/p>\n<p style=\"font-size: 15px; line-height: 2; color: #444; margin: 0;\">\u0645\u06cc\u0627\u0646\u06af\u06cc\u0646\u060c \u0645\u06cc\u0627\u0646\u0647\u060c \u067e\u0631\u0627\u06a9\u0646\u062f\u06af\u06cc\u060c \u0647\u0645\u0628\u0633\u062a\u06af\u06cc\u060c \u0646\u0645\u0648\u0646\u0647\u200c\u06af\u06cc\u0631\u06cc \u0648 \u062a\u0641\u0627\u0648\u062a \u0627\u0631\u062a\u0628\u0627\u0637 \u0622\u0645\u0627\u0631\u06cc \u0628\u0627 \u0631\u0627\u0628\u0637\u0647 \u0639\u0644\u062a \u0648 \u0645\u0639\u0644\u0648\u0644 \u0631\u0627 \u0628\u0634\u0646\u0627\u0633\u06cc\u062f.<\/p>\n<\/div>\n<div style=\"background: #f0f7fd; border-radius: 14px; padding: 20px 22px; margin-bottom: 14px;\">\n<p style=\"font-size: 16px; font-weight: bold; color: #009fe3; margin: 0 0 8px;\">\u0645\u0631\u062d\u0644\u0647 \u067e\u0646\u062c\u0645: \u0648\u0631\u0648\u062f \u0628\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/p>\n<p style=\"font-size: 15px; line-height: 2; color: #444; margin: 0;\">\u067e\u0633 \u0627\u0632 \u062a\u0633\u0644\u0637 \u0628\u0631 \u062f\u0627\u062f\u0647\u060c \u0645\u0641\u0627\u0647\u06cc\u0645 \u0622\u0645\u0648\u0632\u0634 \u0648 \u0622\u0632\u0645\u0648\u0646\u060c \u0628\u06cc\u0634\u200c\u0628\u0631\u0627\u0632\u0634\u060c \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0648 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0645\u062f\u0644 \u0631\u0627 \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u06cc\u062f.<\/p>\n<\/div>\n<div style=\"background: #f0f7fd; border-radius: 14px; padding: 20px 22px;\">\n<p style=\"font-size: 16px; font-weight: bold; color: #009fe3; margin: 0 0 8px;\">\u0645\u0631\u062d\u0644\u0647 \u0634\u0634\u0645: \u0627\u0646\u062a\u062e\u0627\u0628 \u06cc\u06a9 \u062d\u0648\u0632\u0647 \u062a\u062e\u0635\u0635\u06cc<\/p>\n<p style=\"font-size: 15px; line-height: 2; color: #444; margin: 0;\">\u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0639\u0644\u0627\u0642\u0647 \u062e\u0648\u062f \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0648\u0627\u0631\u062f \u062a\u0635\u0648\u06cc\u0631\u0628\u0631\u062f\u0627\u0631\u06cc\u060c \u0628\u06cc\u0648\u0627\u0646\u0641\u0648\u0631\u0645\u0627\u062a\u06cc\u06a9\u060c \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u060c \u062a\u0648\u0633\u0639\u0647 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u06cc\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0634\u0648\u06cc\u062f.<\/p>\n<\/div>\n<\/div>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 20px;\">\u062f\u0631 \u0645\u0633\u06cc\u0631 \u0622\u0645\u0648\u0632\u0634\u06cc \u06cc\u0627\u0633\u0627\u0646\u060c \u0646\u0648\u062c\u0648\u0627\u0646\u0627\u0646 \u0627\u0628\u062a\u062f\u0627 \u0645\u0646\u0637\u0642 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0648 \u0633\u0627\u062e\u062a \u067e\u0631\u0648\u0698\u0647 \u0631\u0627 \u06cc\u0627\u062f \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f \u0648 \u0633\u067e\u0633 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0648\u0627\u0631\u062f \u0645\u0648\u0636\u0648\u0639\u0627\u062a\u06cc \u0645\u0627\u0646\u0646\u062f \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0634\u0648\u0646\u062f. \u0647\u062f\u0641 \u0641\u0642\u0637 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062f\u0633\u062a\u0648\u0631\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0646\u06cc\u0633\u062a\u061b \u0641\u0631\u0627\u06af\u06cc\u0631 \u0628\u0627\u06cc\u062f \u0628\u062a\u0648\u0627\u0646\u062f \u0645\u0633\u0626\u0644\u0647 \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u062f\u060c \u0631\u0627\u0647\u200c\u062d\u0644 \u0628\u0633\u0627\u0632\u062f\u060c \u0646\u062a\u06cc\u062c\u0647 \u0631\u0627 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0646\u062f \u0648 \u062f\u0631\u0628\u0627\u0631\u0647 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u062a\u0648\u0636\u06cc\u062d \u062f\u0647\u062f.<\/p>\n<div style=\"background: #f4fae8; border: 1px solid #e4f1c2; border-radius: 16px; padding: 22px; margin: 24px 0 34px;\">\n<p style=\"font-size: 16px; font-weight: bold; color: #639922; margin: 0 0 8px;\">\u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0646\u0648\u062c\u0648\u0627\u0646\u0627\u0646<\/p>\n<p style=\"font-size: 15px; line-height: 2; color: #444; margin: 0;\">\u0627\u06af\u0631 \u0641\u0631\u0632\u0646\u062f\u062a\u0627\u0646 \u0647\u0646\u0648\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0634\u0631\u0648\u0639 \u0646\u06a9\u0631\u062f\u0647 \u0627\u0633\u062a\u060c \u0627\u0628\u062a\u062f\u0627 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc <a href=\"https:\/\/yasanacademy.ir\/yas\/python-prerequisites\/\" data-internallinksmanager029f6b8e52c=\"24\" target=\"_blank\" rel=\"noopener\">\u067e\u06cc\u0634 \u0646\u06cc\u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646<\/a> \u0648 <a href=\"https:\/\/yasanacademy.ir\/yas\/%D8%A2%D9%85%D9%88%D8%B2%D8%B4-%D9%85%D9%82%D8%AF%D9%85%D8%A7%D8%AA%DB%8C-%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86\/\" data-internallinksmanager029f6b8e52c=\"21\" target=\"_blank\" rel=\"noopener\">\u0622\u0645\u0648\u0632\u0634 \u0645\u0642\u062f\u0645\u0627\u062a\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646<\/a> \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f. \u067e\u0633 \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u067e\u0627\u06cc\u0647 \u0647\u0627 \u0648 \u0633\u0627\u062e\u062a \u0686\u0646\u062f \u067e\u0631\u0648\u0698\u0647 \u06a9\u0648\u0686\u06a9\u060c \u0648\u0631\u0648\u062f \u0628\u0647 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0642\u0627\u0628\u0644 \u0641\u0647\u0645 \u062a\u0631 \u0648 \u0647\u062f\u0641\u0645\u0646\u062f\u062a\u0631 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f.<\/p>\n<\/div>\n<h2 style=\"font-size: 24px; font-weight: bold; color: #1a1a1a; margin: 42px 0 16px; border-bottom: 2px solid #f0f0f0; padding-bottom: 10px;\"><span class=\"ez-toc-section\" id=\"%D8%A8%D8%B1%D8%A7%DB%8C_%D9%88%D8%B1%D9%88%D8%AF_%D8%A8%D9%87_%D8%A7%DB%8C%D9%86_%D8%AD%D9%88%D8%B2%D9%87_%DA%86%D9%87_%D9%85%D9%87%D8%A7%D8%B1%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C%DB%8C_%D9%84%D8%A7%D8%B2%D9%85_%D8%A7%D8%B3%D8%AA%D8%9F\"><\/span>\u0628\u0631\u0627\u06cc \u0648\u0631\u0648\u062f \u0628\u0647 \u0627\u06cc\u0646 \u062d\u0648\u0632\u0647 \u0686\u0647 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc\u06cc \u0644\u0627\u0632\u0645 \u0627\u0633\u062a\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 18px;\">\u06a9\u0627\u0631\u0628\u0631\u062f \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc \u0641\u0642\u0637 \u0628\u0647 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0645\u062d\u062f\u0648\u062f \u0646\u0645\u06cc\u200c\u0634\u0648\u062f. \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u0642\u0627\u0628\u0644\u200c\u0627\u0639\u062a\u0645\u0627\u062f \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0647 \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f.<\/p>\n<div style=\"overflow-x: auto; margin: 22px 0 32px;\">\n<table style=\"width: 100%; border-collapse: collapse; font-size: 15px; text-align: right; min-width: 650px;\">\n<thead>\n<tr style=\"background: #009fe3; color: #fff;\">\n<th style=\"padding: 13px 15px;\">\u0645\u0647\u0627\u0631\u062a<\/th>\n<th style=\"padding: 13px 15px;\">\u0686\u0631\u0627 \u0645\u0647\u0645 \u0627\u0633\u062a\u061f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"border-bottom: 1px solid #e4e4e8;\">\n<td style=\"padding: 13px 15px; font-weight: bold;\">\u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646<\/td>\n<td style=\"padding: 13px 15px;\">\u0628\u0631\u0627\u06cc \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc\u060c \u0627\u0635\u0644\u0627\u062d \u0648 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0628\u0631\u0646\u0627\u0645\u0647<\/td>\n<\/tr>\n<tr style=\"border-bottom: 1px solid #e4e4e8; background: #f7f7f8;\">\n<td style=\"padding: 13px 15px; font-weight: bold;\">\u0622\u0645\u0627\u0631 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647<\/td>\n<td style=\"padding: 13px 15px;\">\u0628\u0631\u0627\u06cc \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0628\u0631\u062f\u0627\u0634\u062a \u0646\u0627\u062f\u0631\u0633\u062a \u0627\u0632 \u0627\u0639\u062f\u0627\u062f \u0648 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627<\/td>\n<\/tr>\n<tr style=\"border-bottom: 1px solid #e4e4e8;\">\n<td style=\"padding: 13px 15px; font-weight: bold;\">\u062f\u0627\u0646\u0634 \u062d\u0648\u0632\u0647 \u067e\u0632\u0634\u06a9\u06cc \u06cc\u0627 \u0632\u06cc\u0633\u062a\u06cc<\/td>\n<td style=\"padding: 13px 15px;\">\u0628\u0631\u0627\u06cc \u062a\u0639\u0631\u06cc\u0641 \u0645\u0633\u0626\u0644\u0647 \u0648\u0627\u0642\u0639\u06cc \u0648 \u062a\u0641\u0633\u06cc\u0631 \u062f\u0631\u0633\u062a \u0646\u062a\u06cc\u062c\u0647<\/td>\n<\/tr>\n<tr style=\"border-bottom: 1px solid #e4e4e8; background: #f7f7f8;\">\n<td style=\"padding: 13px 15px; font-weight: bold;\">\u0622\u0632\u0645\u0627\u06cc\u0634 \u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc<\/td>\n<td style=\"padding: 13px 15px;\">\u0628\u0631\u0627\u06cc \u0633\u0646\u062c\u06cc\u062f\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f<\/td>\n<\/tr>\n<tr style=\"border-bottom: 1px solid #e4e4e8;\">\n<td style=\"padding: 13px 15px; font-weight: bold;\">\u0627\u0645\u0646\u06cc\u062a \u0648 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc<\/td>\n<td style=\"padding: 13px 15px;\">\u0628\u0631\u0627\u06cc \u062d\u0641\u0627\u0638\u062a \u0627\u0632 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062d\u0633\u0627\u0633 \u0627\u0641\u0631\u0627\u062f<\/td>\n<\/tr>\n<tr style=\"background: #f7f7f8;\">\n<td style=\"padding: 13px 15px; font-weight: bold;\">\u06a9\u0627\u0631 \u062a\u06cc\u0645\u06cc \u0648 \u0645\u0633\u062a\u0646\u062f\u0633\u0627\u0632\u06cc<\/td>\n<td style=\"padding: 13px 15px;\">\u0628\u0631\u0627\u06cc \u0647\u0645\u06a9\u0627\u0631\u06cc \u0645\u06cc\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u060c \u067e\u0698\u0648\u0647\u0634\u06af\u0631 \u0648 \u0645\u062a\u062e\u0635\u0635 \u0633\u0644\u0627\u0645\u062a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h2 id=\"ethics\" style=\"font-size: 24px; font-weight: bold; color: #1a1a1a; margin: 42px 0 16px; border-bottom: 2px solid #f0f0f0; padding-bottom: 10px;\"><span class=\"ez-toc-section\" id=\"%D9%85%D8%AD%D8%AF%D9%88%D8%AF%DB%8C%D8%AA%E2%80%8C%D9%87%D8%A7%D8%8C_%D8%AD%D8%B1%DB%8C%D9%85_%D8%AE%D8%B5%D9%88%D8%B5%DB%8C_%D9%88_%D8%A7%D8%AE%D9%84%D8%A7%D9%82_%D8%AF%D8%B1_%D9%BE%D8%B1%D9%88%DA%98%D9%87%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%BE%D8%B2%D8%B4%DA%A9%DB%8C\"><\/span>\u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u060c \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0648 \u0627\u062e\u0644\u0627\u0642 \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u067e\u0632\u0634\u06a9\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 18px;\">\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0644\u0627\u0645\u062a \u0627\u0632 \u062d\u0633\u0627\u0633\u200c\u062a\u0631\u06cc\u0646 \u0627\u0646\u0648\u0627\u0639 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0634\u062e\u0635\u06cc \u0647\u0633\u062a\u0646\u062f. \u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0648\u0627\u0642\u0639\u06cc \u0628\u06cc\u0645\u0627\u0631\u0627\u0646 \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u062a\u0645\u0631\u06cc\u0646\u06cc\u060c \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0646\u0627\u0634\u0646\u0627\u0633 \u06cc\u0627 \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc \u0639\u0645\u0648\u0645\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0627\u0641\u0631\u0627\u062f \u0631\u0627 \u0628\u0647 \u062e\u0637\u0631 \u0628\u06cc\u0646\u062f\u0627\u0632\u062f.<\/p>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 16px;\">\u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u067e\u0632\u0634\u06a9\u06cc \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0627\u06cc\u062f \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f \u062a\u0648\u062c\u0647 \u0634\u0648\u062f:<\/p>\n<ul style=\"padding-right: 22px; margin: 0 0 22px; color: #333; font-size: 16px; line-height: 2.4;\">\n<li>\u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0641\u0642\u0637 \u0628\u0627 \u0645\u062c\u0648\u0632 \u0648 \u0628\u0631\u0627\u06cc \u0647\u062f\u0641 \u0645\u0634\u062e\u0635 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u0634\u0648\u062f\u061b<\/li>\n<li>\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0642\u0627\u0628\u0644\u200c\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u062a\u0627 \u062d\u062f \u0627\u0645\u06a9\u0627\u0646 \u062d\u0630\u0641 \u06cc\u0627 \u0646\u0627\u0634\u0646\u0627\u0633\u200c\u0633\u0627\u0632\u06cc \u0634\u0648\u0646\u062f\u061b<\/li>\n<li>\u0633\u0637\u062d \u062f\u0633\u062a\u0631\u0633\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0645\u0634\u062e\u0635 \u0628\u0627\u0634\u062f\u061b<\/li>\n<li>\u0645\u062f\u0644 \u0631\u0648\u06cc \u06af\u0631\u0648\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0634\u0648\u062f\u061b<\/li>\n<li>\u062e\u0637\u0627\u0647\u0627 \u0648 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645 \u067e\u0646\u0647\u0627\u0646 \u0646\u0634\u0648\u0646\u062f\u061b<\/li>\n<li>\u0646\u062a\u06cc\u062c\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u062a\u0634\u062e\u06cc\u0635 \u0642\u0637\u0639\u06cc \u0645\u0639\u0631\u0641\u06cc \u0646\u0634\u0648\u062f\u061b<\/li>\n<li>\u062f\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f \u0628\u0627\u0644\u06cc\u0646\u06cc\u060c \u0646\u0638\u0627\u0631\u062a \u0627\u0646\u0633\u0627\u0646\u06cc \u0648 \u0645\u0642\u0631\u0631\u0627\u062a \u0631\u0639\u0627\u06cc\u062a \u0634\u0648\u062f.<\/li>\n<\/ul>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 24px;\">\u0633\u0627\u0632\u0645\u0627\u0646 \u062c\u0647\u0627\u0646\u06cc \u0628\u0647\u062f\u0627\u0634\u062a \u062f\u0631 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0627\u062e\u0644\u0627\u0642 \u0648 \u062d\u06a9\u0645\u0631\u0627\u0646\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0633\u0644\u0627\u0645\u062a \u0628\u0631 \u062d\u0641\u0638 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0627\u0646\u0633\u0627\u0646\u060c \u0627\u06cc\u0645\u0646\u06cc\u060c \u0634\u0641\u0627\u0641\u06cc\u062a\u060c \u067e\u0627\u0633\u062e \u06af\u0648\u06cc\u06cc\u060c \u0628\u0631\u0627\u0628\u0631\u06cc \u0648 \u067e\u0627\u06cc\u062f\u0627\u0631\u06cc \u062a\u0627\u06a9\u06cc\u062f \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0645\u0648\u0641\u0642\u06cc\u062a \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u0641\u0642\u0637 \u0628\u0627 \u062f\u0642\u062a \u0645\u062f\u0644 \u0633\u0646\u062c\u06cc\u062f\u0647 \u0646\u0645\u06cc \u0634\u0648\u062f\u061b \u0646\u062d\u0648\u0647 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647\u060c \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0647\u0627\u06cc \u0645\u062f\u0644 \u0648 \u0627\u062b\u0631 \u0622\u0646 \u0628\u0631 \u0627\u0646\u0633\u0627\u0646 \u0647\u0627 \u0646\u06cc\u0632 \u0627\u0647\u0645\u06cc\u062a \u062f\u0627\u0631\u062f.<\/p>\n<h2 style=\"font-size: 24px; font-weight: bold; color: #1a1a1a; margin: 42px 0 16px; border-bottom: 2px solid #f0f0f0; padding-bottom: 10px;\"><span class=\"ez-toc-section\" id=\"%DA%86%D9%86%D8%AF_%D8%AA%D8%B5%D9%88%D8%B1_%D8%A7%D8%B4%D8%AA%D8%A8%D8%A7%D9%87_%D8%AF%D8%B1%D8%A8%D8%A7%D8%B1%D9%87_%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86_%D8%AF%D8%B1_%D9%BE%D8%B2%D8%B4%DA%A9%DB%8C\"><\/span>\u0686\u0646\u062f \u062a\u0635\u0648\u0631 \u0627\u0634\u062a\u0628\u0627\u0647 \u062f\u0631\u0628\u0627\u0631\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div style=\"margin: 24px 0 34px;\">\n<div style=\"border: 1px solid #e4e4e8; border-radius: 14px; padding: 20px; margin-bottom: 14px;\">\n<p style=\"font-size: 16px; font-weight: bold; color: #d4537e; margin: 0 0 8px;\">\u00ab\u067e\u0627\u06cc\u062a\u0648\u0646 \u062e\u0648\u062f\u0634 \u0628\u06cc\u0645\u0627\u0631\u06cc \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u0645\u06cc\u200c\u062f\u0647\u062f\u00bb<\/p>\n<p style=\"font-size: 15px; line-height: 2; color: #555; margin: 0;\">\u067e\u0627\u06cc\u062a\u0648\u0646 \u0641\u0642\u0637 \u0632\u0628\u0627\u0646 \u0627\u062c\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u0633\u062a. \u062a\u0634\u062e\u06cc\u0635 \u0627\u062d\u062a\u0645\u0627\u0644\u06cc \u062a\u0648\u0633\u0637 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u06cc \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u0628\u0627 \u062f\u0627\u062f\u0647 \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647 \u0648 \u0628\u0627\u06cc\u062f \u0628\u0647\u200c\u062f\u0631\u0633\u062a\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0634\u062f\u0647 \u0628\u0627\u0634\u062f.<\/p>\n<\/div>\n<div style=\"border: 1px solid #e4e4e8; border-radius: 14px; padding: 20px; margin-bottom: 14px;\">\n<p style=\"font-size: 16px; font-weight: bold; color: #d4537e; margin: 0 0 8px;\">\u00ab\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062c\u0627\u06cc \u067e\u0632\u0634\u06a9 \u0631\u0627 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f\u00bb<\/p>\n<p style=\"font-size: 15px; line-height: 2; color: #555; margin: 0;\">\u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u067e\u0632\u0634\u06a9\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0645\u06a9 \u0628\u0647 \u0645\u062a\u062e\u0635\u0635\u0627\u0646\u060c \u0627\u0648\u0644\u0648\u06cc\u062a\u200c\u0628\u0646\u062f\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06cc\u0627 \u06a9\u0627\u0647\u0634 \u06a9\u0627\u0631\u0647\u0627\u06cc \u062a\u06a9\u0631\u0627\u0631\u06cc \u0637\u0631\u0627\u062d\u06cc \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0645\u0633\u0626\u0648\u0644\u06cc\u062a \u0648 \u0646\u0642\u0634 \u0627\u0646\u0633\u0627\u0646 \u0627\u0632 \u0641\u0631\u0627\u06cc\u0646\u062f \u062d\u0630\u0641 \u0646\u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n<\/div>\n<div style=\"border: 1px solid #e4e4e8; border-radius: 14px; padding: 20px; margin-bottom: 14px;\">\n<p style=\"font-size: 16px; font-weight: bold; color: #d4537e; margin: 0 0 8px;\">\u00ab\u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0628\u0627\u06cc\u062f \u067e\u0632\u0634\u06a9 \u06cc\u0627 \u062f\u0627\u0646\u0634\u062c\u0648\u06cc \u067e\u0632\u0634\u06a9\u06cc \u0628\u0627\u0634\u06cc\u0645\u00bb<\/p>\n<p style=\"font-size: 15px; line-height: 2; color: #555; margin: 0;\">\u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u062a\u062d\u0635\u06cc\u0644 \u067e\u0632\u0634\u06a9\u06cc \u0646\u06cc\u0633\u062a\u061b \u0627\u0645\u0627 \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u062a\u062e\u0635\u0635\u06cc \u067e\u0632\u0634\u06a9\u06cc \u0628\u062f\u0648\u0646 \u0647\u0645\u06a9\u0627\u0631\u06cc \u0645\u062a\u062e\u0635\u0635 \u0622\u0646 \u062d\u0648\u0632\u0647 \u0642\u0627\u0628\u0644\u200c\u0627\u0639\u062a\u0645\u0627\u062f \u0646\u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f.<\/p>\n<\/div>\n<div style=\"border: 1px solid #e4e4e8; border-radius: 14px; padding: 20px;\">\n<p style=\"font-size: 16px; font-weight: bold; color: #d4537e; margin: 0 0 8px;\">\u00ab\u0647\u0631 \u0645\u062f\u0644\u06cc \u06a9\u0647 \u062f\u0642\u062a \u0628\u0627\u0644\u0627\u06cc\u06cc \u062f\u0627\u0631\u062f\u060c \u0642\u0627\u0628\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0633\u062a\u00bb<\/p>\n<p style=\"font-size: 15px; line-height: 2; color: #555; margin: 0;\">\u062f\u0642\u062a \u062a\u0646\u0647\u0627 \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u0633\u062a. \u06a9\u06cc\u0641\u06cc\u062a \u062f\u0627\u062f\u0647\u060c \u0646\u0648\u0639 \u062e\u0637\u0627\u060c \u0639\u0645\u0644\u06a9\u0631\u062f \u0631\u0648\u06cc \u06af\u0631\u0648\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u060c \u06a9\u0627\u0631\u0628\u0631\u062f \u0648\u0627\u0642\u0639\u06cc\u060c \u0627\u0645\u0646\u06cc\u062a \u0648 \u0627\u0645\u06a9\u0627\u0646 \u062a\u0648\u0636\u06cc\u062d \u0646\u062a\u06cc\u062c\u0647 \u0646\u06cc\u0632 \u0628\u0627\u06cc\u062f \u0628\u0631\u0631\u0633\u06cc \u0634\u0648\u0646\u062f.<\/p>\n<\/div>\n<\/div>\n<h2 id=\"faq\" style=\"font-size: 24px; font-weight: bold; color: #1a1a1a; margin: 42px 0 16px; border-bottom: 2px solid #f0f0f0; padding-bottom: 10px;\"><span class=\"ez-toc-section\" id=\"%D8%B3%D8%A4%D8%A7%D9%84%D8%A7%D8%AA_%D9%85%D8%AA%D8%AF%D8%A7%D9%88%D9%84\"><\/span>\u0633\u0624\u0627\u0644\u0627\u062a \u0645\u062a\u062f\u0627\u0648\u0644<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"wp-block-rank-math-faq-block\">\n<div class=\"rank-math-faq-item\" style=\"border-bottom: 1px solid #e4e4e8; padding: 18px 0;\">\n<h3 class=\"rank-math-question\" style=\"font-size: 17px; font-weight: bold; color: #1a1a1a; margin: 0 0 8px;\">\u0622\u06cc\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u0639\u0644\u0648\u0645 \u067e\u0632\u0634\u06a9\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u061f<\/h3>\n<div class=\"rank-math-answer\" style=\"font-size: 15px; line-height: 2; color: #555;\">\u0628\u0644\u0647. \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u067e\u0698\u0648\u0647\u0634\u06cc\u060c \u062a\u0635\u0648\u06cc\u0631\u0628\u0631\u062f\u0627\u0631\u06cc \u067e\u0632\u0634\u06a9\u06cc\u060c \u0628\u06cc\u0648\u0627\u0646\u0641\u0648\u0631\u0645\u0627\u062a\u06cc\u06a9\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u062a\u0648\u0633\u0639\u0647 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0648 \u0628\u0631\u062e\u06cc \u0641\u0631\u0627\u06cc\u0646\u062f\u0647\u0627\u06cc \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/div>\n<\/div>\n<div class=\"rank-math-faq-item\" style=\"border-bottom: 1px solid #e4e4e8; padding: 18px 0;\">\n<h3 class=\"rank-math-question\" style=\"font-size: 17px; font-weight: bold; color: #1a1a1a; margin: 0 0 8px;\">\u0622\u06cc\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u062f\u0627\u0646\u0634\u062c\u0648\u06cc\u0627\u0646 \u067e\u0632\u0634\u06a9\u06cc \u0645\u0641\u06cc\u062f \u0627\u0633\u062a\u061f<\/h3>\n<div class=\"rank-math-answer\" style=\"font-size: 15px; line-height: 2; color: #555;\">\u0628\u0631\u0627\u06cc \u062f\u0627\u0646\u0634\u062c\u0648\u06cc\u0627\u0646\u06cc \u06a9\u0647 \u0628\u0647 \u067e\u0698\u0648\u0647\u0634\u060c \u0622\u0645\u0627\u0631\u060c \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u06cc\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0639\u0644\u0627\u0642\u0647 \u062f\u0627\u0631\u0646\u062f\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0645\u0641\u06cc\u062f \u0628\u0627\u0634\u062f. \u0645\u06cc\u0632\u0627\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0628\u0647 \u0645\u0633\u06cc\u0631 \u062a\u062d\u0635\u06cc\u0644\u06cc \u0648 \u0646\u0648\u0639 \u0641\u0639\u0627\u0644\u06cc\u062a \u0641\u0631\u062f \u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u062f.<\/div>\n<\/div>\n<div class=\"rank-math-faq-item\" style=\"border-bottom: 1px solid #e4e4e8; padding: 18px 0;\">\n<h3 class=\"rank-math-question\" style=\"font-size: 17px; font-weight: bold; color: #1a1a1a; margin: 0 0 8px;\">\u0628\u0631\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u067e\u0632\u0634\u06a9\u06cc \u0627\u0632 \u06a9\u062f\u0627\u0645 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645\u061f<\/h3>\n<div class=\"rank-math-answer\" style=\"font-size: 15px; line-height: 2; color: #555;\">\u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u060c pandas \u0648 Matplotlib \u0645\u0646\u0627\u0633\u0628 \u0647\u0633\u062a\u0646\u062f. pydicom \u0628\u0631\u0627\u06cc \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631\u0628\u0631\u062f\u0627\u0631\u06cc \u067e\u0632\u0634\u06a9\u06cc\u060c Biopython \u0628\u0631\u0627\u06cc \u0628\u06cc\u0648\u0627\u0646\u0641\u0648\u0631\u0645\u0627\u062a\u06cc\u06a9 \u0648 MONAI \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631\u0628\u0631\u062f\u0627\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/div>\n<\/div>\n<div class=\"rank-math-faq-item\" style=\"border-bottom: 1px solid #e4e4e8; padding: 18px 0;\">\n<h3 class=\"rank-math-question\" style=\"font-size: 17px; font-weight: bold; color: #1a1a1a; margin: 0 0 8px;\">\u0622\u06cc\u0627 \u0646\u0648\u062c\u0648\u0627\u0646\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0648\u0627\u0631\u062f \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u067e\u0632\u0634\u06a9\u06cc \u0634\u0648\u0646\u062f\u061f<\/h3>\n<div class=\"rank-math-answer\" style=\"font-size: 15px; line-height: 2; color: #555;\">\u0628\u0644\u0647. \u0646\u0648\u062c\u0648\u0627\u0646\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u067e\u0627\u06cc\u0647 \u0648 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0633\u0627\u062f\u0647 \u062f\u0627\u062f\u0647\u200c\u0645\u062d\u0648\u0631 \u0634\u0631\u0648\u0639 \u06a9\u0646\u0646\u062f. \u0648\u0631\u0648\u062f \u0628\u0647 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u067e\u0632\u0634\u06a9\u06cc \u0628\u0647 \u062f\u0627\u0646\u0634 \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0622\u0645\u0627\u0631\u060c \u0639\u0644\u0648\u0645 \u0632\u06cc\u0633\u062a\u06cc\u060c \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0627\u062e\u0644\u0627\u0642 \u062f\u0627\u062f\u0647 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f.<\/div>\n<\/div>\n<div class=\"rank-math-faq-item\" style=\"border-bottom: 1px solid #e4e4e8; padding: 18px 0;\">\n<h3 class=\"rank-math-question\" style=\"font-size: 17px; font-weight: bold; color: #1a1a1a; margin: 0 0 8px;\">\u0622\u06cc\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u067e\u0632\u0634\u06a9\u06cc \u0628\u0627\u06cc\u062f \u0631\u06cc\u0627\u0636\u06cc \u0642\u0648\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645\u061f<\/h3>\n<div class=\"rank-math-answer\" style=\"font-size: 15px; line-height: 2; color: #555;\">\u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0628\u0647 \u0631\u06cc\u0627\u0636\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0646\u06cc\u0627\u0632 \u0646\u06cc\u0633\u062a. \u0628\u0627 \u0648\u0631\u0648\u062f \u0628\u0647 \u0622\u0645\u0627\u0631\u060c \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u06cc\u0634\u062a\u0631 \u0628\u0627 \u0631\u06cc\u0627\u0636\u06cc \u0648 \u0627\u062d\u062a\u0645\u0627\u0644 \u0627\u0647\u0645\u06cc\u062a \u067e\u06cc\u062f\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/div>\n<\/div>\n<div class=\"rank-math-faq-item\" style=\"border-bottom: 1px solid #e4e4e8; padding: 18px 0;\">\n<h3 class=\"rank-math-question\" style=\"font-size: 17px; font-weight: bold; color: #1a1a1a; margin: 0 0 8px;\">\u0622\u06cc\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0647\u200c\u062a\u0646\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u067e\u0632\u0634\u06a9\u06cc \u06a9\u0627\u0641\u06cc \u0627\u0633\u062a\u061f<\/h3>\n<div class=\"rank-math-answer\" style=\"font-size: 15px; line-height: 2; color: #555;\">\u062e\u06cc\u0631. \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0641\u0642\u0637 \u0628\u062e\u0634\u06cc \u0627\u0632 \u0645\u0633\u06cc\u0631 \u0627\u0633\u062a. \u062f\u0627\u062f\u0647 \u0645\u0646\u0627\u0633\u0628\u060c \u0622\u0645\u0627\u0631\u060c \u062f\u0627\u0646\u0634 \u067e\u0632\u0634\u06a9\u06cc\u060c \u0631\u0648\u0634 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc\u060c \u0627\u0645\u0646\u06cc\u062a\u060c \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0641\u0646\u06cc \u0648 \u0631\u0639\u0627\u06cc\u062a \u0645\u0642\u0631\u0631\u0627\u062a \u0646\u06cc\u0632 \u0636\u0631\u0648\u0631\u06cc \u0647\u0633\u062a\u0646\u062f.<\/div>\n<\/div>\n<div class=\"rank-math-faq-item\" style=\"padding: 18px 0;\">\n<h3 class=\"rank-math-question\" style=\"font-size: 17px; font-weight: bold; color: #1a1a1a; margin: 0 0 8px;\">\u0622\u06cc\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646 \u067e\u0632\u0634\u06a9\u06cc \u0633\u0627\u062e\u062a\u061f<\/h3>\n<div class=\"rank-math-answer\" style=\"font-size: 15px; line-height: 2; color: #555;\">\u0628\u0644\u0647\u060c \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc\u06cc \u0627\u0632 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0644\u0627\u0645\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u062f. \u0627\u0645\u0627 \u0627\u06af\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u062f\u0631 \u062a\u0634\u062e\u06cc\u0635\u060c \u062f\u0631\u0645\u0627\u0646 \u06cc\u0627 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u067e\u0632\u0634\u06a9\u06cc \u0646\u0642\u0634 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f\u060c \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc\u200c\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc\u060c \u0627\u0645\u0646\u06cc\u062a\u06cc \u0648 \u0642\u0627\u0646\u0648\u0646\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f.<\/div>\n<\/div>\n<\/div>\n<h2 style=\"font-size: 24px; font-weight: bold; color: #1a1a1a; margin: 42px 0 16px; border-bottom: 2px solid #f0f0f0; padding-bottom: 10px;\"><span class=\"ez-toc-section\" id=\"%D8%AC%D9%85%D8%B9%E2%80%8C%D8%A8%D9%86%D8%AF%DB%8C\"><\/span>\u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 16px;\"><strong>\u06a9\u0627\u0631\u0628\u0631\u062f \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc<\/strong> \u0627\u0632 \u062a\u062d\u0644\u06cc\u0644 \u062c\u062f\u0648\u0644\u200c\u0647\u0627\u06cc \u067e\u0698\u0648\u0647\u0634\u06cc \u062a\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0627\u0648\u06cc\u0631\u060c \u0645\u0637\u0627\u0644\u0639\u0627\u062a \u0698\u0646\u062a\u06cc\u06a9\u06cc\u060c \u0633\u0627\u062e\u062a \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u062a\u0648\u0633\u0639\u0647 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0644\u0627\u0645\u062a \u06af\u0633\u062a\u0631\u0634 \u067e\u06cc\u062f\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062f\u0644\u06cc\u0644 \u0627\u0647\u0645\u06cc\u062a \u067e\u0627\u06cc\u062a\u0648\u0646 \u0641\u0642\u0637 \u0633\u0627\u062f\u06af\u06cc \u0622\u0646 \u0646\u06cc\u0633\u062a\u061b \u0648\u062c\u0648\u062f \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u0648 \u0627\u0645\u06a9\u0627\u0646 \u062a\u0631\u06a9\u06cc\u0628 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u060c \u0622\u0645\u0627\u0631 \u0648 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0646\u06cc\u0632 \u0646\u0642\u0634 \u0645\u0647\u0645\u06cc \u062f\u0627\u0631\u062f.<\/p>\n<p style=\"font-size: 17px; line-height: 2; color: #333; margin-bottom: 16px;\">\u0628\u0627\u0627\u06cc\u0646\u200c\u062d\u0627\u0644\u060c \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646\u06cc \u0628\u0647\u200c\u062a\u0646\u0647\u0627\u06cc\u06cc \u0627\u0628\u0632\u0627\u0631 \u067e\u0632\u0634\u06a9\u06cc \u0642\u0627\u0628\u0644\u200c\u0627\u0639\u062a\u0645\u0627\u062f \u0645\u062d\u0633\u0648\u0628 \u0646\u0645\u06cc\u200c\u0634\u0648\u062f. \u06a9\u06cc\u0641\u06cc\u062a \u062f\u0627\u062f\u0647\u060c \u0637\u0631\u0627\u062d\u06cc \u067e\u0698\u0648\u0647\u0634\u060c \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0639\u0644\u0645\u06cc\u060c \u0627\u0645\u0646\u06cc\u062a\u060c \u0627\u062e\u0644\u0627\u0642\u060c \u0645\u0642\u0631\u0631\u0627\u062a \u0648 \u0646\u0638\u0627\u0631\u062a \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u06a9\u0647 \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u062a\u0627 \u0686\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u0642\u0627\u0628\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0646\u0648\u062c\u0648\u0627\u0646\u0627\u0646\u060c \u0646\u0642\u0637\u0647 \u0634\u0631\u0648\u0639 \u0645\u0646\u0627\u0633\u0628 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0628\u0627\u0646\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u0633\u0627\u062e\u062a \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9 \u0627\u0633\u062a. \u0648\u0642\u062a\u06cc \u0641\u0631\u0627\u06af\u06cc\u0631 \u0628\u062a\u0648\u0627\u0646\u062f \u062f\u0627\u062f\u0647 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u062f\u060c \u0645\u0633\u0626\u0644\u0647 \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u062f \u0648 \u0646\u062a\u06cc\u062c\u0647 \u0631\u0627 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u062f\u060c \u0622\u0645\u0627\u062f\u0647 \u0648\u0631\u0648\u062f \u0628\u0647 \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u200c\u062a\u0631\u06cc \u0645\u0627\u0646\u0646\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0639\u0644\u0648\u0645 \u067e\u0632\u0634\u06a9\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f.<\/p>\n<p data-pm-slice=\"1 1 []\">\u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0645\u0633\u06cc\u0631 \u067e\u0631\u0648\u0698\u0647 \u0645\u062d\u0648\u0631 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u067e\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0644\u0627\u0632\u0645\u060c \u0635\u0641\u062d\u0647 \u062f\u0648\u0631\u0647 <a href=\"https:\/\/yasanacademy.ir\/courses\/python\/\" data-internallinksmanager029f6b8e52c=\"2\" target=\"_blank\" rel=\"noopener\">\u0622\u0645\u0648\u0632\u0634 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u06a9\u0648\u062f\u06a9\u0627\u0646 \u0648 \u0646\u0648\u062c\u0648\u0627\u0646\u0627\u0646<\/a> \u0631\u0627 \u0628\u0628\u06cc\u0646\u06cc\u062f.<\/p>\n<\/article>\n\n<script>\nvar gform;gform||(document.addEventListener(\"gform_main_scripts_loaded\",function(){gform.scriptsLoaded=!0}),document.addEventListener(\"gform\/theme\/scripts_loaded\",function(){gform.themeScriptsLoaded=!0}),window.addEventListener(\"DOMContentLoaded\",function(){gform.domLoaded=!0}),gform={domLoaded:!1,scriptsLoaded:!1,themeScriptsLoaded:!1,isFormEditor:()=>\"function\"==typeof InitializeEditor,callIfLoaded:function(o){return!(!gform.domLoaded||!gform.scriptsLoaded||!gform.themeScriptsLoaded&&!gform.isFormEditor()||(gform.isFormEditor()&&console.warn(\"The use of gform.initializeOnLoaded() is deprecated in the form editor context and will be removed in Gravity Forms 3.1.\"),o(),0))},initializeOnLoaded:function(o){gform.callIfLoaded(o)||(document.addEventListener(\"gform_main_scripts_loaded\",()=>{gform.scriptsLoaded=!0,gform.callIfLoaded(o)}),document.addEventListener(\"gform\/theme\/scripts_loaded\",()=>{gform.themeScriptsLoaded=!0,gform.callIfLoaded(o)}),window.addEventListener(\"DOMContentLoaded\",()=>{gform.domLoaded=!0,gform.callIfLoaded(o)}))},hooks:{action:{},filter:{}},addAction:function(o,r,e,t){gform.addHook(\"action\",o,r,e,t)},addFilter:function(o,r,e,t){gform.addHook(\"filter\",o,r,e,t)},doAction:function(o){gform.doHook(\"action\",o,arguments)},applyFilters:function(o){return gform.doHook(\"filter\",o,arguments)},removeAction:function(o,r){gform.removeHook(\"action\",o,r)},removeFilter:function(o,r,e){gform.removeHook(\"filter\",o,r,e)},addHook:function(o,r,e,t,n){null==gform.hooks[o][r]&&(gform.hooks[o][r]=[]);var d=gform.hooks[o][r];null==n&&(n=r+\"_\"+d.length),gform.hooks[o][r].push({tag:n,callable:e,priority:t=null==t?10:t})},doHook:function(r,o,e){var t;if(e=Array.prototype.slice.call(e,1),null!=gform.hooks[r][o]&&((o=gform.hooks[r][o]).sort(function(o,r){return o.priority-r.priority}),o.forEach(function(o){\"function\"!=typeof(t=o.callable)&&(t=window[t]),\"action\"==r?t.apply(null,e):e[0]=t.apply(null,e)})),\"filter\"==r)return e[0]},removeHook:function(o,r,t,n){var e;null!=gform.hooks[o][r]&&(e=(e=gform.hooks[o][r]).filter(function(o,r,e){return!!(null!=n&&n!=o.tag||null!=t&&t!=o.priority)}),gform.hooks[o][r]=e)}});\n<\/script>\n\n                <div class='gf_browser_gecko gform_wrapper gravity-theme gform-theme--no-framework yasan_article_cta_form_wrapper' data-form-theme='gravity-theme' data-form-index='0' id='gform_wrapper_3' >\n                        <div class='gform_heading'>\n                            <h2 class=\"gform_title\"><span class=\"ez-toc-section\" id=\"%D9%85%D8%B4%D8%A7%D9%88%D8%B1%D9%87_%D8%B1%D8%A7%DB%8C%DA%AF%D8%A7%D9%86\"><\/span>\u0645\u0634\u0627\u0648\u0631\u0647 \u0631\u0627\u06cc\u06af\u0627\u0646<span class=\"ez-toc-section-end\"><\/span><\/h2>\n                            <p class='gform_description'>\u0628\u0631\u0627\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u0628\u0627 \u0645\u0634\u0627\u0648\u0631\u06cc\u0646 \u0645\u062a\u062e\u0635\u0635 \u0645\u0627 \u062f\u0631 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0627\u0634\u06cc\u062f.<\/p>\n\t\t\t\t\t\t\t<p class='gform_required_legend'>&quot;<span class=\"gfield_required gfield_required_asterisk\">*<\/span>&quot; \u0642\u0633\u0645\u062a\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f<\/p>\n                        <\/div><form method='post' enctype='multipart\/form-data'  id='gform_3' class='yasan_article_cta_form' 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