{"id":37086,"date":"2024-02-15T12:52:29","date_gmt":"2024-02-15T09:52:29","guid":{"rendered":"https:\/\/engineering.uodiyala.edu.iq\/?p=37086"},"modified":"2024-02-15T12:52:32","modified_gmt":"2024-02-15T09:52:32","slug":"%d8%a8%d8%a7%d8%b4%d8%b1%d8%a7%d9%81-%d8%a7%d9%84%d8%b3%d9%8a%d8%af-%d8%a7%d9%84%d9%85%d8%b3%d8%a7%d8%b9%d8%af-%d8%a7%d9%84%d8%b9%d9%84%d9%85%d9%8a-%d8%b7%d8%a7%d9%84%d8%a8-%d8%af%d8%b1%d8%a7%d8%b3","status":"publish","type":"post","link":"https:\/\/engineering.uodiyala.edu.iq\/?p=37086","title":{"rendered":"\u0628\u0627\u0634\u0631\u0627\u0641 \u0627\u0644\u0633\u064a\u062f \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0639\u0644\u0645\u064a \u0637\u0627\u0644\u0628 \u062f\u0631\u0627\u0633\u0627\u062a \u0639\u0644\u064a\u0627 \u064a\u0646\u0634\u0631 \u0628\u064a\u0627\u0646\u0627\u062a\u0647 \u0641\u064a \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0648\u0644\u064a\u0629"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"37086\" class=\"elementor elementor-37086\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6796292b elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"6796292b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-49736985 exad-glass-effect-no exad-sticky-section-no\" data-id=\"49736985\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5c1d014a exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"5c1d014a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img fetchpriority=\"high\" decoding=\"async\" class=\"size-medium wp-image-37087 alignright\" src=\"https:\/\/engineering.uodiyala.edu.iq\/wp-content\/uploads\/2024\/02\/1-1-16-300x200.jpg\" alt=\"\" width=\"300\" height=\"200\" srcset=\"https:\/\/engineering.uodiyala.edu.iq\/wp-content\/uploads\/2024\/02\/1-1-16-300x200.jpg 300w, https:\/\/engineering.uodiyala.edu.iq\/wp-content\/uploads\/2024\/02\/1-1-16-600x400.jpg 600w, https:\/\/engineering.uodiyala.edu.iq\/wp-content\/uploads\/2024\/02\/1-1-16-1024x682.jpg 1024w, https:\/\/engineering.uodiyala.edu.iq\/wp-content\/uploads\/2024\/02\/1-1-16-768x512.jpg 768w, https:\/\/engineering.uodiyala.edu.iq\/wp-content\/uploads\/2024\/02\/1-1-16.jpg 1280w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\u0628\u0627\u0634\u0631\u0627\u0641 \u0627\u0644\u0633\u064a\u062f \u0645\u0633\u0627\u0639\u062f \u0631\u0626\u064a\u0633 \u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0644\u0644\u0634\u0624\u0648\u0646 \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u0627\u0630 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0639\u0627\u0645\u0631 \u0645\u062d\u0645\u062f \u0627\u0628\u0631\u0627\u0647\u064a\u0645 \u0627\u0644\u0645\u062d\u062a\u0631\u0645, \u062a\u0645 \u0646\u0634\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0631\u0633\u0627\u0644\u0629 \u0637\u0627\u0644\u0628 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0628\u062f\u064a\u0639 \u062d\u0633\u064a\u0646 \u0633\u0644\u064a\u0645\u0627\u0646 \u0641\u064a \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a Kaggle \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629, \u0639\u0646 \u0631\u0633\u0627\u0644\u062a\u0647 \u0627\u0644\u0645\u0648\u0633\u0648\u0645\u0629 \ufe91\ufee8\ufe8e\u0621 \ufee7\ufee4\ufeee\u0630\u062c \ufedf\ufe98\ufea4\ufee0\ufbff\ufede \u0627\ufedf\ufecc\ufeee\u0627\ufee3\ufede \u0627\ufedf\ufee4\ufe86\ufe9b\ufeae\u0629 \ufecb\ufee0\ufef0 \ufe97\ufebc\ufee4\ufbff\ufee2 \ufe9f\ufeaa\u0631\u0627\u0646 \u0627\ufedf\ufed8\ufeba \u0627\ufedf\ufee4\ufeb4\ufee0\ufea4\ufe94. \u0648 \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0628\u0631 \u0627\u0643\u0628\u0631 \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062c\u062f\u0631\u0627\u0646 \u0627\u0644\u0642\u0635 \u0627\u0644\u062e\u0631\u0633\u0627\u0646\u064a\u0629 \u0648 \u0627\u0644\u062a\u064a \u0633\u062c\u0644\u062a \u0628\u0627\u0633\u0645 \u062c\u0627\u0645\u0639\u0629 \u062f\u064a\u0627\u0644\u0649 \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629. \u0648 \u0639\u0644\u0627\u0648\u0647 \u0639\u0644\u0649 \u0630\u0644\u0643 \u0641\u0627\u0646 \u0627\u0644\u0639\u0645\u0644 \u064a\u062a\u0636\u0645\u0646 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0635\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u062f\u0646\u064a\u0629 \u0627\u0644\u0627\u0646\u0634\u0627\u0626\u064a\u0629.<br \/>\u0647\u0630\u0627 \u0648\u0642\u062f \u0628\u064a\u0646 \u0627\u0644\u0633\u064a\u062f \u0627\u0644\u0645\u0634\u0631\u0641 \u0644\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0627\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0627\u0646 \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u062a\u0636\u0645\u0646\u062a \ufe97\ufec4\ufeee\ufbfe\ufeae \ufee7\ufee4\ufe8e\u0630\u062c \ufe97\ufee8\ufe92\ufe86\ufbfe\ufe94 \ufe91\ufe8e\ufeb3\ufe98\ufea8\ufeaa\u0627\u0645 \ufee3\ufea8\ufe98\ufee0\ufed2 \ufea7\ufeee\u0627\u0631\u0632\ufee3\ufbff\ufe8e\u062a \ufe97\ufecc\ufee0\u0651\ufee2 \u0627\ufef5\ufedf\ufe94 \u0648\u0627\ufedf\ufe98\ufef2 \ufe97\ufec0\ufee4\ufee8\ufe96 ANN \u0648 LR \u0648 XGBoost \u0648 Keras \u0648 RF\u060c \u0648\u0630\ufedf\ufeda \ufe91\ufe8e\ufeb3\ufe98\ufea8\ufeaa\u0627\u0645 \ufed7\ufe8e\ufecb\ufeaa\u0629 \ufe91\ufbff\ufe8e\ufee7\ufe8e\u062a \ufe97\ufea4\ufe98\ufeee\u064a \ufecb\ufee0\ufef0 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \ufe97\ufea0\ufeae\ufbfe\ufe92\ufbff\ufe94 \ufedf\u0640 1424 \ufecb\ufbff\ufee8\ufe94 \ufee3\ufee6 \ufe9f\ufeaa\u0631\u0627\u0646 \u0627\ufedf\ufea8\ufeae\ufeb3\ufe8e\ufee7\ufbff\ufe94 \u0627\ufedf\ufee4\ufeb4\ufee0\ufea4\ufe94 \ufe97\ufee2 \ufe9f\ufee4\ufecc\ufbad\ufe8e \ufee3\ufee6 \u062f\u0631\u0627\ufeb3\ufe8e\u062a \ufe97\ufea0\ufeae\ufbfe\ufe92\ufbff\ufe94 \ufeb3\ufe8e\ufe91\ufed8\ufe94.<br \/>\u0647\u0630\u0627 \u0648\u0642\u062f \u0627\u0638\u0647\u0631\u062a \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0646 \ufee7\ufee4\ufeee\u0630\u062cXGBoost \ufe97\ufee8\ufe92\ufe84 \ufe91\ufed8\ufeee\u0629 \u0627\ufedf\ufed8\ufeba \ufedf\ufea0\ufeaa\u0631\u0627\u0646 \u0627\ufedf\ufed8\ufebc\ufbff\ufeae\u0629 \ufe91\ufeb8\ufedc\ufede \u0623\ufedb\ufe9c\ufeae \u062f\ufed7\ufe94 \ufee3\ufee6 \ufee7\ufee4\ufe8e\u0630\u062c ML \u0627\ufef7\ufea7\ufeae\u0649 \u0641\u0642\u062f \u0648\ufebb\ufee0\ufe96 \u062f\ufed7\ufe98\ufbad\ufe8e \u0625\ufedf\ufef0 0.992\u060c \ufe91\ufee4\ufecc\ufeaa\u0644 \ufea7\ufec4\ufe84 %6\u060c \u0648\ufea3\ufebc\ufee0\ufe96 \ufee7\ufe98\ufe8e\ufe8b\ufe9e \u0627\ufedf\ufe98\ufee8\ufe92\ufe86 \ufedf\ufee0\ufecc\ufeaa\ufbfe\ufeaa \ufee3\ufee6 \ufee7\ufee4\ufe8e\u0630\u062c \u0627\ufedf\ufe98\ufecc\ufee0\ufee2 \u0627\ufef5\ufedf\ufef2\u060c \ufe91\ufee4\ufe8e \ufed3\ufef2 \u0630\ufedf\ufeda ANN \u0648LR \u0648Keras \u0648RF\u060c \ufecb\ufee0\ufef0 \u062f\ufed7\ufe94 0.891 \u06480.83 \u06480.91 \u06480.934 \ufecb\ufee0\ufef0 \u0627\ufedf\ufe98\ufeee\u0627\ufedf\ufef2 \ufe91\ufee4\ufecc\ufeaa\ufefb\u062a \ufea7\ufec4\ufe84 \ufed7\ufeaa\u0631\u06be\ufe8e %26\u060c %45\u060c %38\u060c \u0648%24 \ufecb\ufee0\ufef0<br \/>\u0627\ufedf\ufe98\ufeee\u0627\ufedf\ufef2.<br \/>\u0645\u0646 \u062c\u0647\u062a\u0647 \u0627\u062b\u0646\u0649 \u0627\u0644\u0633\u064a\u062f \u0639\u0645\u064a\u062f \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0627\u0633\u062a\u0627\u0630 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0623\u0646\u064a\u0633 \u0639\u0628\u062f \u0627\u0644\u0644\u0647 \u0643\u0627\u0638\u0645 \u0627\u0644\u0645\u062d\u062a\u0631\u0645 \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0648\u062f \u0627\u0644\u0645\u0628\u0630\u0648\u0644\u0629 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u0637\u0627\u0644\u0628 \u0648\u062a\u0648\u062c\u064a\u0647\u0627\u062a \u0627\u0644\u0633\u064a\u062f \u0627\u0644\u0645\u0634\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u0648\u0627\u0634\u0627\u0631 \u0627\u0644\u0649 \u0627\u0633\u062a\u0639\u062f\u0627\u062f \u0639\u0645\u0627\u062f\u0629 \u0627\u0644\u0643\u0644\u064a\u0629 \u0644\u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0643\u0627\u0645\u0644 \u0644\u062c\u0645\u064a\u0639 \u0637\u0644\u0628\u062a\u0646\u0627 \u0627\u0644\u0627\u0639\u0632\u0627\u0621 \u0644\u062a\u062d\u0642\u064a\u0642 \u0627\u0646\u062c\u0627\u0632\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u0635\u0639\u064a\u062f\u064a\u0646 \u0627\u0644\u0646\u0638\u0631\u064a \u0648\u0627\u0644\u0639\u0644\u0645\u064a. <br \/>\u0648 \u0628\u0627\u0644\u0627\u0645\u0643\u0627\u0646 \u0627\u0644\u0627\u0637\u0644\u0627\u0639 \u0639\u0644\u0649 \u0631\u0627\u0628\u0637 \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u062f\u0646\u0627\u0647:<br \/>https:\/\/www.kaggle.com\/badiehussein\/datasets<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-357ae742 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-gallery\" data-id=\"357ae742\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;columns&quot;:2,&quot;lazyload&quot;:&quot;yes&quot;,&quot;gallery_layout&quot;:&quot;grid&quot;,&quot;columns_tablet&quot;:2,&quot;columns_mobile&quot;:1,&quot;gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;link_to&quot;:&quot;file&quot;,&quot;aspect_ratio&quot;:&quot;3:2&quot;,&quot;overlay_background&quot;:&quot;yes&quot;,&quot;content_hover_animation&quot;:&quot;fade-in&quot;}\" data-widget_type=\"gallery.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-gallery__container\">\n\t\t\t\t\t\t\t<a class=\"e-gallery-item elementor-gallery-item elementor-animated-content\" href=\"https:\/\/engineering.uodiyala.edu.iq\/wp-content\/uploads\/2024\/02\/1-3-16.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"357ae742\" data-elementor-lightbox-title=\"1 (3)\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzcwODksInVybCI6Imh0dHBzOlwvXC9lbmdpbmVlcmluZy51b2RpeWFsYS5lZHUuaXFcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjRcLzAyXC8xLTMtMTYuanBnIiwic2xpZGVzaG93IjoiMzU3YWU3NDIifQ%3D%3D\">\n\t\t\t\t\t<div class=\"e-gallery-image elementor-gallery-item__image\" data-thumbnail=\"https:\/\/engineering.uodiyala.edu.iq\/wp-content\/uploads\/2024\/02\/1-3-16-300x200.jpg\" data-width=\"300\" data-height=\"200\" aria-label=\"\" role=\"img\" ><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-gallery-item__overlay\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<a class=\"e-gallery-item elementor-gallery-item elementor-animated-content\" href=\"https:\/\/engineering.uodiyala.edu.iq\/wp-content\/uploads\/2024\/02\/1-2-16.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"357ae742\" data-elementor-lightbox-title=\"1 (2)\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzcwODgsInVybCI6Imh0dHBzOlwvXC9lbmdpbmVlcmluZy51b2RpeWFsYS5lZHUuaXFcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjRcLzAyXC8xLTItMTYuanBnIiwic2xpZGVzaG93IjoiMzU3YWU3NDIifQ%3D%3D\">\n\t\t\t\t\t<div class=\"e-gallery-image elementor-gallery-item__image\" data-thumbnail=\"https:\/\/engineering.uodiyala.edu.iq\/wp-content\/uploads\/2024\/02\/1-2-16-187x300.jpg\" data-width=\"187\" data-height=\"300\" aria-label=\"\" role=\"img\" ><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-gallery-item__overlay\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u0628\u0627\u0634\u0631\u0627\u0641 \u0627\u0644\u0633\u064a\u062f \u0645\u0633\u0627\u0639\u062f \u0631\u0626\u064a\u0633 \u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0644\u0644\u0634\u0624\u0648\u0646 \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u0627\u0630 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0639\u0627\u0645\u0631 \u0645\u062d\u0645\u062f \u0627\u0628\u0631\u0627\u0647\u064a\u0645 \u0627\u0644\u0645\u062d\u062a\u0631\u0645, \u062a\u0645 \u0646\u0634\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0631\u0633\u0627\u0644\u0629 \u0637\u0627\u0644\u0628 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0628\u062f\u064a\u0639 \u062d\u0633\u064a\u0646 \u0633\u0644\u064a\u0645\u0627\u0646 \u0641\u064a \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a Kaggle \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629, \u0639\u0646 \u0631\u0633\u0627\u0644\u062a\u0647 \u0627\u0644\u0645\u0648\u0633\u0648\u0645\u0629 \ufe91\ufee8\ufe8e\u0621 \ufee7\ufee4\ufeee\u0630\u062c \ufedf\ufe98\ufea4\ufee0\ufbff\ufede \u0627\ufedf\ufecc\ufeee\u0627\ufee3\ufede \u0627\ufedf\ufee4\ufe86\ufe9b\ufeae\u0629 \ufecb\ufee0\ufef0 \ufe97\ufebc\ufee4\ufbff\ufee2 \ufe9f\ufeaa\u0631\u0627\u0646 \u0627\ufedf\ufed8\ufeba \u0627\ufedf\ufee4\ufeb4\ufee0\ufea4\ufe94. &hellip; <\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"pmpro_default_level":"","footnotes":""},"categories":[97,103],"tags":[],"class_list":["post-37086","post","type-post","status-publish","format-standard","hentry","category-97","category-103","pmpro-has-access"],"_links":{"self":[{"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/37086","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=37086"}],"version-history":[{"count":4,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/37086\/revisions"}],"predecessor-version":[{"id":37093,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/37086\/revisions\/37093"}],"wp:attachment":[{"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=37086"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=37086"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=37086"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}