{"id":31866,"date":"2025-05-06T21:48:13","date_gmt":"2025-05-06T18:48:13","guid":{"rendered":"https:\/\/singleclic.com\/?p=31866"},"modified":"2025-05-06T21:53:28","modified_gmt":"2025-05-06T18:53:28","slug":"%d8%a3%d9%81%d8%b6%d9%84-%d8%ae%d9%88%d8%a7%d8%b1%d8%b2%d9%85%d9%8a%d8%a7%d8%aa-%d8%a7%d9%84%d8%aa%d8%b9%d9%84%d9%91%d9%85-%d8%a7%d9%84%d8%a2%d9%84%d9%8a","status":"publish","type":"post","link":"https:\/\/singleclic.com\/ar\/%d8%a3%d9%81%d8%b6%d9%84-%d8%ae%d9%88%d8%a7%d8%b1%d8%b2%d9%85%d9%8a%d8%a7%d8%aa-%d8%a7%d9%84%d8%aa%d8%b9%d9%84%d9%91%d9%85-%d8%a7%d9%84%d8%a2%d9%84%d9%8a\/","title":{"rendered":"\u0623\u0641\u0636\u0644 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u064a: \u062f\u0644\u064a\u0644 \u0634\u0627\u0645\u0644 \u0644\u0644\u0645\u062a\u062e\u0635\u0635\u064a\u0646 \u0648\u0627\u0644\u0645\u0647\u062a\u0645\u0651\u064a\u0646"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"31866\" class=\"elementor elementor-31866\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-698b14bc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"698b14bc\" 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-6727466d\" data-id=\"6727466d\" 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-4b2c033 elementor-widget elementor-widget-text-editor\" data-id=\"4b2c033\" 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\n<p>\u0628\u0627\u062a\u062a <strong>\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u064a<\/strong> \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0641\u0642\u0631\u064a \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062d\u062f\u064a\u062b\u060c \u0625\u0630 \u062a\u062d\u0648\u0650\u0651\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0645 \u0625\u0644\u0649 \u062a\u0646\u0628\u0624\u0627\u062a \u062f\u0642\u064a\u0642\u0629 \u0648\u0642\u0631\u0627\u0631\u0627\u062a \u0623\u0633\u0631\u0639. \u0645\u0646 \u0627\u0644\u0637\u0628 \u0625\u0644\u0649 \u0627\u0644\u062a\u0645\u0648\u064a\u0644\u060c \u064a\u0639\u062a\u0645\u062f \u0635\u0627\u0646\u0639\u0648 \u0627\u0644\u0642\u0631\u0627\u0631 \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0648\u0627\u0628\u062a\u0643\u0627\u0631 \u062d\u0644\u0648\u0644 \u0630\u0643\u064a\u0629. \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u0645\u0645\u062a\u062f\u0651 (\u0646\u062d\u0648 1500 \u0643\u0644\u0645\u0629)\u060c \u0646\u0633\u062a\u0639\u0631\u0636 \u0627\u0644\u062a\u0635\u0646\u064a\u0641\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u0629\u060c \u0623\u0634\u0647\u0631 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a\u060c \u0645\u0632\u0627\u064a\u0627\u0647\u0627 \u0648\u062a\u062d\u062f\u0651\u064a\u0627\u062a\u0647\u0627\u060c \u0645\u0639 \u0623\u0633\u0626\u0644\u0629 \u064a\u0637\u0631\u062d\u0647\u0627 \u0627\u0644\u0642\u0631\u0651\u0627\u0621 \u0639\u0627\u062f\u0629\u060c \u0648\u0622\u0631\u0627\u0621 \u062e\u0628\u0631\u0627\u0621 \u0648\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/p>\n\n<p><strong>\u062a\u0627\u0645\u0631 \u0628\u062f\u0631<\/strong>\u060c \u0645\u0627\u0644\u0643\u202fSingleclic\u060c \u064a\u0642\u0648\u0644:<br \/>\u201c\u0639\u0646\u062f \u0627\u062e\u062a\u064a\u0627\u0631\u0643 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u062d\u0629\u060c \u062a\u062d\u0635\u0644 \u0639\u0644\u0649 \u0642\u064a\u0645\u0629 \u0645\u0636\u0627\u0639\u0641\u0629 \u0645\u0646 \u0628\u064a\u0627\u0646\u0627\u062a\u0643\u060c \u0648\u062a\u0648\u0641\u0651\u0631 \u0639\u0644\u0649 \u0641\u0631\u064a\u0642\u0643 \u0645\u0626\u0627\u062a \u0627\u0644\u0633\u0627\u0639\u0627\u062a \u0645\u0646 \u0627\u0644\u062a\u062c\u0631\u064a\u0628 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a.\u201d<\/p>\n\n<h2 class=\"wp-block-heading\"><strong>\u0623\u0648\u0644\u0627\u064b: \u062a\u0635\u0646\u064a\u0641\u0627\u062a \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u064a<\/strong><\/h2>\n\n<p>\u064a\u064f\u0646\u0638\u064e\u0631 \u0639\u0627\u062f\u0629\u064b \u0625\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u064a \u0639\u0628\u0631 <strong>\u0623\u0631\u0628\u0639\u0629 \u062a\u0635\u0646\u064a\u0641\u0627\u062a \u0645\u062d\u0648\u0631\u064a\u0651\u0629<\/strong>:<\/p>\n\n<figure class=\"wp-block-table\">\n<table class=\"has-fixed-layout\">\n<tbody>\n<tr>\n<td><strong>\u0627\u0644\u062a\u0635\u0646\u064a\u0641<\/strong><\/td>\n<td><strong>\u0627\u0644\u0641\u0643\u0631\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629<\/strong><\/td>\n<td><strong>\u0623\u0645\u062b\u0644\u0629 \u0634\u0647\u064a\u0631\u0629<\/strong><\/td>\n<td><strong>\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0641\u0636\u0651\u0644\u0629<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>\u0645\u0631\u0627\u0642\u064e\u0628 (Supervised)<\/strong><\/td>\n<td>\u0646\u0645\u0648\u0630\u062c \u064a\u062a\u0639\u0644\u0651\u0645 \u0645\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u064f\u0639\u0646\u0648\u0646\u0629 \u0644\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a<\/td>\n<td>\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a\u060c \u0634\u062c\u0631\u0627\u062a \u0627\u0644\u0642\u0631\u0627\u0631\u060c\u202fSVM<\/td>\n<td>\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0623\u0633\u0639\u0627\u0631\u060c \u0643\u0634\u0641 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644<\/td>\n<\/tr>\n<tr>\n<td><strong>\u063a\u064a\u0631 \u0645\u0631\u0627\u0642\u064e\u0628 (Unsupervised)<\/strong><\/td>\n<td>\u0627\u0643\u062a\u0634\u0627\u0641 \u0623\u0646\u0645\u0627\u0637 \u062f\u0627\u062e\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0645\u064f\u0639\u0646\u0648\u0646\u0629<\/td>\n<td>\u200eK\u2011Means\u200e\u060c \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0647\u0631\u0645\u064a<\/td>\n<td>\u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0636\u063a\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0634\u0628\u0647 \u0645\u0631\u0627\u0642\u064e\u0628 (Semi\u2011Supervised)<\/strong><\/td>\n<td>\u0645\u0632\u064a\u062c \u0645\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u064f\u0639\u0646\u0648\u0646\u0629 \u0648\u063a\u064a\u0631 \u0645\u064f\u0639\u0646\u0648\u0646\u0629<\/td>\n<td>\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062a\u0639\u0644\u0651\u0645 \u0630\u0627\u062a\u064a\u060c GANs \u0634\u0628\u0647 \u0645\u0631\u0627\u0642\u064e\u0628\u0629<\/td>\n<td>\u0645\u0639\u0627\u0644\u062c\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u062e\u0645\u0629 \u0645\u0639 \u0646\u0642\u0635 \u0627\u0644\u0648\u0633\u0648\u0645<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0645\u0639\u0632\u064e\u0651\u0632 (Reinforcement)<\/strong><\/td>\n<td>\u0648\u0643\u064a\u0644 \u064a\u062a\u0639\u0644\u0651\u0645 \u0628\u0627\u0644\u062b\u0648\u0627\u0628 \u0648\u0627\u0644\u0639\u0642\u0627\u0628 \u0645\u0646 \u0627\u0644\u0628\u064a\u0626\u0629<\/td>\n<td>Q\u2011Learning\u060c\u202fDeep\u202fQ\u2011Networks<\/td>\n<td>\u0627\u0644\u0644\u0639\u0628 \u0627\u0644\u0622\u0644\u064a\u060c \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a\u060c \u0627\u0644\u062a\u062f\u0627\u0648\u0644<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n\n<h2 class=\"wp-block-heading\"><strong>\u062b\u0627\u0646\u064a\u0627\u064b: \u0623\u0634\u0647\u0631 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u064a \u0641\u064a 2024\/2025<\/strong><\/h2>\n\n<p>\u062f\u0631\u0627\u0633\u0629 <strong>GeeksforGeeks<\/strong> \u0648\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0623\u062e\u0631\u0649 \u062a\u062d\u062f\u062f <strong>\u0623\u0647\u0645 10 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a<\/strong> \u064a\u0646\u0628\u063a\u064a \u0644\u0643\u0644 \u0645\u0647\u0646\u062f\u0633 \u0645\u0639\u0631\u0641\u0629 \u0623\u0633\u0627\u0633\u064a\u0627\u062a\u0647\u0627\u202f:<\/p>\n\n<ol class=\"wp-block-list\">\n<li><strong>Linear &amp; Logistic Regression<\/strong> \u2013 \u0628\u0633\u064a\u0637\u0629 \u0644\u0643\u0646\u0647\u0627 \u0642\u0648\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u0646\u0628\u0624 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u064a.<\/li>\n\n<li><strong>Decision Trees &amp; Random Forests<\/strong> \u2013 \u062a\u0641\u0633\u064a\u0631\u064a\u0651\u0629\u060c \u062a\u0639\u0627\u0644\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u062e\u0637\u0651\u064a\u0629 \u0628\u0628\u0631\u0627\u0639\u0629.<\/li>\n\n<li><strong>Support Vector Machines (SVM)<\/strong> \u2013 \u0645\u062b\u0627\u0644\u064a\u0651\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0648\u0627\u0644\u0646\u0635\u0648\u0635.<\/li>\n\n<li><strong>Na\u00efve Bayes<\/strong> \u2013 \u062a\u0635\u0646\u064a\u0641 \u0633\u0631\u064a\u0639 \u064a\u0639\u062a\u0645\u062f \u0642\u0627\u0639\u062f\u0629 \u0628\u0627\u064a\u0632.<\/li>\n\n<li><strong>K\u2011Nearest\u202fNeighbors (KNN)<\/strong> \u2013 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0634\u0627\u0628\u0647\u060c \u062f\u0648\u0646 \u0645\u0631\u062d\u0644\u0629 \u062a\u062f\u0631\u064a\u0628 \u062b\u0642\u064a\u0644\u0629.<\/li>\n\n<li><strong>K\u2011Means Clustering<\/strong> \u2013 \u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0639\u0646\u0627\u0642\u064a\u062f \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u0627\u0641\u0629.<\/li>\n\n<li><strong>Principal Component Analysis (PCA)<\/strong> \u2013 \u062e\u0641\u0636 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0648\u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0623\u0643\u0628\u0631 \u0642\u062f\u0631 \u0645\u0646 \u0627\u0644\u062a\u0628\u0627\u064a\u0646.<\/li>\n\n<li><strong>Gradient Boosting (XGBoost \/ LightGBM)<\/strong> \u2013 \u0623\u0642\u0648\u0649 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0645\u0633\u0627\u0628\u0642\u0627\u062a\u061b \u064a\u062c\u0645\u0639 \u0646\u0645\u0627\u0630\u062c \u0636\u0639\u064a\u0641\u0629 \u0644\u0625\u0646\u062a\u0627\u062c \u0646\u0645\u0648\u0630\u062c \u0642\u0648\u064a.<\/li>\n\n<li><strong>Neural Networks &amp; Deep Learning<\/strong> \u2013 \u0634\u0628\u0643\u0627\u062a \u0639\u0635\u0628\u0648\u0646\u064a\u0629 \u062a\u062a\u0641\u0648\u0651\u0642 \u0641\u064a \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0646\u0635\u0648\u0635.<\/li>\n\n<li><strong>Reinforcement Learning Algorithms<\/strong> \u2013 \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0643\u0627\u0641\u0622\u062a \u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0622\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u0623\u0644\u0639\u0627\u0628 \u0648\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a.<\/li>\n<\/ol>\n\n<p><strong>\u062a\u0639\u0644\u064a\u0642 \u062a\u0627\u0645\u0631 \u0628\u062f\u0631:<\/strong> \u201c\u0646\u0635\u064a\u062d\u062a\u064a: \u0627\u0628\u062f\u0623 \u0628\u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0628\u0633\u064a\u0637\u0629\u060c \u0648\u0631\u0627\u0642\u0628 \u0627\u0644\u0623\u062f\u0627\u0621\u061b \u063a\u0627\u0644\u0628\u064b\u0627 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0623\u0648 \u0634\u062c\u0631\u0629 \u0642\u0631\u0627\u0631 \u062c\u064a\u062f\u0629 \u064a\u064f\u063a\u0646\u064a\u0627\u0646\u0643 \u0639\u0646 \u0634\u0628\u0643\u0629 \u0639\u0645\u064a\u0642\u0629 \u0645\u0639\u0642\u0651\u062f\u0629.\u201d<\/p>\n\n<h2 class=\"wp-block-heading\"><strong>\u062b\u0627\u0644\u062b\u0627\u064b: \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0639\u0645\u0644\u064a\u0629 \u0628\u0627\u0631\u0632\u0629<\/strong><\/h2>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0651\u0629:<\/strong> \u062a\u0634\u062e\u064a\u0635 \u0633\u0631\u0637\u0627\u0646 \u0627\u0644\u062c\u0644\u062f \u0628\u0635\u0648\u0631 \u0627\u0644\u0634\u0628\u0643\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0627\u0644\u062a\u0641\u0627\u0641\u064a\u0629 (CNN).<\/li>\n\n<li><strong>\u0627\u0644\u062a\u0645\u0648\u064a\u0644:<\/strong> \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0627\u0626\u062a\u0645\u0627\u0646\u064a\u0629 \u0628\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 Gradient\u202fBoosting.<\/li>\n\n<li><strong>\u0627\u0644\u062a\u0633\u0648\u064a\u0642:<\/strong> \u062a\u0648\u0635\u064a\u0627\u062a \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0641\u064a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 KNN \u0623\u0648 \u0645\u0627\u062a\u0631\u064a\u0643\u0633 \u0641\u0627\u0643\u062a\u0648\u0631\u064a\u0632\u064a\u0634\u0646.<\/li>\n\n<li><strong>\u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a:<\/strong> \u0643\u0634\u0641 \u0627\u0644\u0634\u0630\u0648\u0630 \u0628\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u063a\u0627\u0628\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0627\u0644\u0645\u0639\u0632\u064e\u0651\u0632\u0629 (Isolation\u202fForest).<\/li>\n\n<li><strong>\u0627\u0644\u0628\u064a\u0626\u0629 \u0648\u0627\u0644\u0637\u0627\u0642\u0629:<\/strong> \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621 \u0628\u0633\u0644\u0627\u0633\u0644 \u0632\u0645\u0646\u064a\u0629 \u0648\u0645\u062d\u0648\u0644\u0627\u062a (Transformers).<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\"><strong>\u0645\u0632\u0627\u064a\u0627 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629<\/strong><\/h2>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062f\u0642\u0651\u0629 \u0623\u0639\u0644\u0649<\/strong>\u202f\u2192 \u0646\u062a\u0627\u0626\u062c \u0645\u0648\u062b\u0648\u0642\u0629.<\/li>\n\n<li><strong>\u062a\u0641\u0633\u064a\u0631 \u0623\u0641\u0636\u0644<\/strong>\u202f\u2192 \u0628\u0646\u0627\u0621 \u062b\u0642\u0629 \u0645\u0639 \u0627\u0644\u062c\u0647\u0627\u062a \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0648\u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/li>\n\n<li><strong>\u0632\u0645\u0646 \u062a\u062f\u0631\u064a\u0628 \u0645\u0639\u0642\u0648\u0644<\/strong>\u202f\u2192 \u0646\u0634\u0631 \u0633\u0631\u064a\u0639 \u0641\u064a \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/li>\n\n<li><strong>\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639<\/strong>\u202f\u2192 \u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u0644\u0627\u064a\u064a\u0646 \u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a.<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\"><strong>\u0627\u0644\u062a\u062d\u062f\u0651\u064a\u0627\u062a \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629<\/strong><\/h2>\n\n<figure class=\"wp-block-table\">\n<table class=\"has-fixed-layout\">\n<tbody>\n<tr>\n<td><strong>\u0627\u0644\u062a\u062d\u062f\u0651\u064a<\/strong><\/td>\n<td><strong>\u0627\u0644\u062a\u0623\u062b\u064a\u0631<\/strong><\/td>\n<td><strong>\u0627\u0644\u062d\u0644 \u0627\u0644\u0645\u0642\u062a\u0631\u062d<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>\u062a\u062d\u064a\u0651\u0632 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong><\/td>\n<td>\u0642\u0631\u0627\u0631\u0627\u062a \u063a\u064a\u0631 \u0639\u0627\u062f\u0644\u0629<\/td>\n<td>\u062c\u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0648\u0627\u0632\u0646\u0629\u060c \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0625\u0646\u0635\u0627\u0641<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0641\u0631\u0637 \u0627\u0644\u062a\u0643\u064a\u0651\u0641 (Overfitting)<\/strong><\/td>\n<td>\u0623\u062f\u0627\u0621 \u0636\u0639\u064a\u0641 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0642\u064a\u0642\u0629<\/td>\n<td>\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0645\u062a\u0642\u0627\u0637\u0639\u060c \u062e\u0641\u0636 \u0627\u0644\u0623\u0628\u0639\u0627\u062f<\/td>\n<\/tr>\n<tr>\n<td><strong>\u062a\u0639\u0642\u064a\u062f \u0627\u0644\u062d\u0648\u0633\u0628\u0629<\/strong><\/td>\n<td>\u062a\u0643\u0644\u0641\u0629 \u0639\u062a\u0627\u062f \u0645\u0631\u062a\u0641\u0639\u0629<\/td>\n<td>\u0627\u062e\u062a\u064a\u0627\u0631 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0623\u062e\u0641\u060c \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062d\u0648\u0633\u0628\u0629 \u0633\u062d\u0627\u0628\u064a\u0629<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0646\u0642\u0635 \u0627\u0644\u0645\u0648\u0627\u0647\u0628<\/strong><\/td>\n<td>\u0628\u0637\u0621 \u0627\u0644\u062a\u0637\u0648\u064a\u0631<\/td>\n<td>\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u060c \u0634\u0631\u0627\u0643\u0627\u062a \u0645\u0639 \u062c\u0627\u0645\u0639\u0627\u062a<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629<\/strong><\/td>\n<td>\u062a\u0633\u0631\u0628 \u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0633\u0627\u0633\u0629<\/td>\n<td>\u062a\u0634\u0641\u064a\u0631\u060c \u062a\u0639\u0644\u0645 \u0641\u064a\u062f\u0631\u0627\u0644\u064a\u060c \u0625\u062e\u0641\u0627\u0621 \u0627\u0644\u0647\u0648\u064a\u0629<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n\n<h2 class=\"wp-block-heading\"><strong>\u0623\u0633\u0626\u0644\u0629 \u0634\u0627\u0626\u0639\u0629 \u0645\u0646 \u0627\u0644\u0642\u0631\u064e\u0651\u0627\u0621<\/strong><\/h2>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u201c\u0645\u0627 \u0623\u0633\u0631\u0639 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0644\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0635\u064a\u061f\u201d<\/strong><strong><br \/><\/strong><strong><br \/><\/strong> \u063a\u0627\u0644\u0628\u064b\u0627 <strong>SVM<\/strong> \u0623\u0648 <strong>Na\u00efve\u202fBayes<\/strong> \u0644\u0633\u0631\u0639\u062a\u0647\u0645\u0627 \u0648\u0628\u0633\u0627\u0637\u0629 \u0627\u0644\u062a\u0646\u0641\u064a\u0630.<br \/><br \/><\/li>\n\n<li><strong>\u201c\u0643\u064a\u0641 \u0623\u062e\u062a\u0627\u0631 \u0639\u062f\u062f \u0627\u0644\u0639\u0646\u0627\u0642\u064a\u062f \u0641\u064a \u200eK\u2011Means\u061f\u201d<\/strong><strong><br \/><\/strong><strong><br \/><\/strong> \u0627\u0633\u062a\u062e\u062f\u0645 \u0645\u0639\u064a\u0627\u0631 \u201c\u0627\u0644\u0643\u0648\u0639\u201d \u0623\u0648 \u0645\u0639\u064a\u0627\u0631 \u0627\u0644\u0633\u064a\u0644\u0648\u064a\u062a \u0644\u062a\u0642\u062f\u064a\u0631 k \u0627\u0644\u0645\u062b\u0644\u0649.<br \/><br \/><\/li>\n\n<li><strong>\u201c\u0647\u0644 \u0623\u062d\u062a\u0627\u062c \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u062e\u0645\u0629 \u0644\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0645\u064a\u0642\u0629\u061f\u201d<\/strong><strong><br \/><\/strong><strong><br \/><\/strong> \u064a\u0641\u0636\u064e\u0651\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0628\u064a\u0631\u0629\u060c \u0644\u0643\u0646\u0643 \u062a\u0633\u062a\u0637\u064a\u0639 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0642\u0644 \u0627\u0644\u062a\u0639\u0644\u0651\u0645 (Transfer\u202fLearning) \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0635\u063a\u0631.<br \/><br \/><\/li>\n\n<li><strong>\u201c\u0645\u0627 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 Random\u202fForest \u0648\u202fXGBoost\u061f\u201d<\/strong><strong><br \/><\/strong><strong><br \/><\/strong> \u0627\u0644\u063a\u0627\u0628\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u062a\u062c\u0645\u0651\u0639 \u0623\u0634\u062c\u0627\u0631\u064b\u0627 \u0645\u0633\u062a\u0642\u0644\u0629\u061b \u25a2XGBoost \u064a\u0639\u0632\u0651\u0632 \u0623\u0634\u062c\u0627\u0631\u064b\u0627 \u0645\u062a\u062a\u0627\u0628\u0639\u0629 \u0644\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0623\u062e\u0637\u0627\u0621.<br \/><br \/><\/li>\n\n<li><strong>\u201c\u0643\u064a\u0641 \u0623\u0642\u064a\u0633 \u0646\u062c\u0627\u062d \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u061f\u201d<\/strong><strong><br \/><\/strong><strong><br \/><\/strong> \u0627\u062e\u062a\u0631 \u0645\u0624\u0634\u0651\u0631\u064b\u0627 \u0645\u0631\u062a\u0628\u0637\u064b\u0627 \u0628\u0627\u0644\u0647\u062f\u0641: \u0627\u0644\u062f\u0642\u0651\u0629\u060c \u0627\u0644\u0645\u0633\u0627\u062d\u0629 \u062a\u062d\u062a \u0627\u0644\u0645\u0646\u062d\u0646\u0649\u202fAUC\u060c \u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u062e\u0637\u0623 \u0627\u0644\u0645\u0637\u0644\u0642 MAE.<br \/><br \/><\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\"><strong>\u0622\u0631\u0627\u0621 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646\u00a0<\/strong><\/h2>\n\n<p><strong>\u0639\u0644\u064a\u060c \u0645\u062d\u0644\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0628\u0646\u0643 \u0645\u0635\u0631\u064a<\/strong><\/p>\n\n<p>\u201c\u0627\u0639\u062a\u0645\u062f\u0646\u0627 Gradient\u202fBoosting \u0644\u062a\u0642\u064a\u064a\u0645 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0642\u0631\u0648\u0636\u061b \u0627\u0644\u062f\u0642\u0651\u0629 \u0627\u0631\u062a\u0641\u0639\u062a 8\u202f% \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0627\u0644\u0634\u062c\u0631\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629\u060c \u0648\u0642\u0644\u0651\u0644\u0646\u0627 \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u062e\u0644\u0641 \u0639\u0646 \u0627\u0644\u0633\u062f\u0627\u062f \u0628\u0646\u0633\u0628\u0629 5\u202f%.\u201d<\/p>\n\n<p><strong>\u0633\u0627\u0631\u0629\u060c \u0628\u0627\u062d\u062b\u0629 \u0641\u064a \u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0642\u0627\u0647\u0631\u0629<\/strong><\/p>\n\n<p>\u201c\u0627\u0633\u062a\u062e\u062f\u0645\u0646\u0627 HDBSCAN \u0644\u062a\u062c\u0632\u0626\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0631\u0627\u062b\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629. \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0643\u0627\u0646\u062a \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u062c\u064a\u0646\u064a\u0629 \u062f\u0642\u064a\u0642\u0629\u060c \u0644\u0643\u0646 \u0627\u0633\u062a\u063a\u0631\u0642 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0642\u062a\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627 \u0628\u0633\u0628\u0628 \u062d\u062c\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.\u201d<\/p>\n\n<p><strong>\u0645\u064a\u0646\u0627\u060c \u0645\u0637\u0648\u0631 \u0630\u0643\u0627\u0621 \u0635\u0646\u0627\u0639\u064a \u0641\u064a \u0634\u0631\u0643\u0629 \u0646\u0627\u0634\u0626\u0629<\/strong><\/p>\n\n<p>\u201c\u0628\u062f\u0623\u0646\u0627 \u0628\u0640\u202fKNN \u0644\u062a\u0648\u0635\u064a\u0627\u062a \u0627\u0644\u0623\u063a\u0627\u0646\u064a\u060c \u0644\u0643\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u062a\u0631\u0627\u062c\u0639 \u0645\u0639 \u0646\u0645\u0648 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061b \u0627\u0633\u062a\u0628\u062f\u0644\u0646\u0627\u0647 \u0628\u0640\u202fItem2Vec \u0648\u062d\u0635\u0644\u0646\u0627 \u0639\u0644\u0649 \u0633\u0631\u0639\u0629 \u0623\u0639\u0644\u0649 \u0648\u0646\u062a\u0627\u0626\u062c \u0623\u062f\u0642.\u201d<\/p>\n\n<h2 class=\"wp-block-heading\"><strong>\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629\u00a0<\/strong><\/h2>\n\n<ol class=\"wp-block-list\">\n<li><strong>\u0645\u0627 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u0623\u0646\u0633\u0628 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0641\u0642\u0648\u062f\u0629\u061f<\/strong><strong><br \/><\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u063a\u0627\u0628\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629<\/strong> \u062a\u062a\u0639\u0627\u0645\u0644 \u062c\u064a\u062f\u064b\u0627 \u0645\u0639 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u0641\u0642\u0648\u062f\u0629\u060c \u0648\u064a\u0645\u0643\u0646\u0643 \u0623\u064a\u0636\u064b\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0642\u0631\u064a\u0628 (Imputation).<\/li>\n<\/ul>\n<\/li>\n\n<li><strong>\u0643\u064a\u0641 \u0623\u0641\u0633\u0651\u0631 \u0646\u0645\u0648\u0630\u062c\u064b\u0627 \u0645\u0639\u0642\u0651\u062f\u064b\u0627\u061f<\/strong><strong><br \/><\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0627\u0633\u062a\u062e\u062f\u0645 \u0645\u0643\u062a\u0628\u0627\u062a SHAP \u0623\u0648 LIME \u0644\u0634\u0631\u062d \u0645\u0633\u0627\u0647\u0645\u0629 \u0627\u0644\u0633\u0645\u0627\u062a \u0641\u064a \u0627\u0644\u062a\u0646\u0628\u0624.<\/li>\n<\/ul>\n<\/li>\n\n<li><strong>\u0647\u0644 \u064a\u0645\u0643\u0646 \u062f\u0645\u062c \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629\u061f<\/strong><strong><br \/><\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0646\u0639\u0645\u060c \u0639\u0628\u0631 <strong>\u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u062a\u062c\u0645\u064a\u0639\u064a (Ensemble)<\/strong> \u0645\u062b\u0644 Stacking \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621.<\/li>\n<\/ul>\n<\/li>\n\n<li><strong>\u0645\u0627 \u062f\u0648\u0631 \u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0645\u0639\u0632\u064e\u0651\u0632 \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0629\u061f<\/strong><strong><br \/><\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0628\u0627\u0631\u0632 \u0641\u064a \u0627\u0644\u062a\u062d\u0643\u0645 \u0628\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u062f\u0627\u0648\u0644 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0637\u0627\u0642\u0629 \u0627\u0644\u0630\u0643\u064a\u0629.<\/li>\n<\/ul>\n<\/li>\n\n<li><strong>\u0643\u064a\u0641 \u0623\u062e\u062a\u0628\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u064a\u062f\u0627\u0646\u064a\u064b\u0627\u061f<\/strong><strong><br \/><\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0627\u0633\u062a\u062e\u062f\u0645 <strong>\u0627\u062e\u062a\u0628\u0627\u0631 A\/B<\/strong>\u060c \u0648\u0642\u0627\u0631\u0646 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0645\u0639 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0623\u0648 \u0627\u0644\u062d\u0644 \u0627\u0644\u064a\u062f\u0648\u064a.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n<h2 class=\"wp-block-heading\"><strong>\u0627\u0644\u0645\u0631\u0627\u062c\u0639<\/strong><\/h2>\n\n<ul class=\"wp-block-list\">\n<li>\u201cTypes of Machine Learning Algorithms\u201d \u2013 GeeksforGeeks<a href=\"https:\/\/docs.google.com\/document\/d\/1NvKm-B0t0WRg7wsIHgep0w1eJoWF6YmqyK9Q3rPBYAs\/edit?tab=t.0\" target=\"_blank\" rel=\"noopener\"> GeeksforGeeks\u00a0<\/a><\/li>\n\n<li>\u201cTop 10 Machine Learning Algorithms 2024\u201d \u2013 GeeksforGeeks<a href=\"https:\/\/www.geeksforgeeks.org\/top-10-algorithms-every-machine-learning-engineer-should-know\/\" target=\"_blank\" rel=\"noopener\"> GeeksforGeeks\u00a0<\/a><\/li>\n\n<li>\u201c10 ML Algorithms You Need in 2024\u201d \u2013 Pickl.ai<a href=\"https:\/\/www.pickl.ai\/blog\/10-machine-learning-algorithms-you-need-to-know-in-2024\/\" target=\"_blank\" rel=\"noopener\"> Pickl.AI\u00a0<\/a><\/li>\n\n<li>\u201cML Algorithms 2024 Outlook\u201d \u2013 Analytics\u202fInsight<a href=\"https:\/\/www.analyticsinsight.net\/latest-news\/machine-learning-algorithms-to-excel-in-data-science-in-2024\" target=\"_blank\" rel=\"noopener\"> Analytics Insight\u00a0<\/a><\/li>\n\n<li>Lifewire \u2013 Supervised vs Unsupervised Learning<a href=\"https:\/\/www.lifewire.com\/supervised-vs-unsupervised-learning-7555685\" target=\"_blank\" rel=\"noopener\"> Lifewire\u00a0<\/a><\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\"><strong>\u062e\u0627\u062a\u0645\u0629<\/strong><\/h2>\n\n<p>\u064a\u064f\u0639\u064e\u062f\u0651 \u0627\u062e\u062a\u064a\u0627\u0631 <strong>\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u064a<\/strong> \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u062d\u062c\u0631 \u0627\u0644\u0623\u0633\u0627\u0633 \u0644\u0646\u062c\u0627\u062d \u0623\u064a \u0645\u0634\u0631\u0648\u0639 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0628\u0627\u0644\u0628\u062f\u0621 \u0628\u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0628\u0633\u064a\u0637\u0629\u060c \u0648\u0641\u062d\u0635 \u0627\u0644\u0623\u062f\u0627\u0621\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u062d\u064a\u0651\u0632\u0627\u062a\u060c \u062a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0645\u0635\u0631\u064a\u0629 \u0648\u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0645\u0636\u0627\u0639\u0641\u0629 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u0631\u062c\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0643\u0645\u0627 \u064a\u0624\u0643\u062f <strong>\u062a\u0627\u0645\u0631 \u0628\u062f\u0631<\/strong>:<\/p>\n\n<p>\u201c\u0627\u0644\u0642\u064a\u0645\u0629 \u0644\u064a\u0633\u062a \u0641\u064a \u0636\u062e\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u0642\u0637\u060c \u0628\u0644 \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u0645\u0644\u0627\u0626\u0645\u0629 \u0648\u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u0635\u062d\u064a\u062d. \u062a\u0630\u0643\u0651\u0631: \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629 \u0631\u062d\u0644\u0629 \u0645\u0633\u062a\u0645\u0631\u0629 \u0645\u0646 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646.\u201d<\/p>\n\n<p>\u0627\u0628\u062f\u0623 \u0627\u0644\u064a\u0648\u0645 \u0628\u062a\u062c\u0631\u0628\u0629 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0635\u063a\u064a\u0631\u0629\u060c \u0642\u064a\u0650\u0651\u0645 \u0646\u062a\u0627\u0626\u062c\u0643\u060c \u062b\u0645 \u0648\u0633\u0651\u0639 \u0646\u0637\u0627\u0642\u0643 \u0628\u062b\u0642\u0629\u2014\u0648\u0633\u062a\u0631\u0649 \u0643\u064a\u0641 \u064a\u0646\u062a\u0642\u0644 \u0645\u0634\u0631\u0648\u0639\u0643 \u0645\u0646 \u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062a\u062c\u0631\u0628\u0629 \u0625\u0644\u0649 \u0631\u064a\u0627\u062f\u0629 \u0627\u0644\u0633\u0648\u0642.<\/p>\n\t\t\t\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\u062a\u062a \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0641\u0642\u0631\u064a \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062d\u062f\u064a\u062b\u060c \u0625\u0630 \u062a\u062d\u0648\u0650\u0651\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0645 \u0625\u0644\u0649 \u062a\u0646\u0628\u0624\u0627\u062a \u062f\u0642\u064a\u0642\u0629 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