{"id":5675,"date":"2025-12-06T09:00:37","date_gmt":"2025-12-06T05:30:37","guid":{"rendered":"https:\/\/aidreamslab.com\/blog\/%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d9%85%d9%88%d9%84%d9%81%d9%87%d9%87%d8%a7%db%8c-%d8%a7%d8%b5%d9%84%db%8c-%d9%87%d8%b3%d8%aa%d9%87%d8%a7%db%8c-kernel-pca-%d8%aa%d9%88%d8%b6%db%8c\/"},"modified":"2025-12-06T09:00:52","modified_gmt":"2025-12-06T05:30:52","slug":"%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d9%85%d9%88%d9%84%d9%81%d9%87%d9%87%d8%a7%db%8c-%d8%a7%d8%b5%d9%84%db%8c-%d9%87%d8%b3%d8%aa%d9%87%d8%a7%db%8c-kernel-pca-%d8%aa%d9%88%d8%b6%db%8c","status":"publish","type":"post","link":"https:\/\/aidreamslab.com\/blog\/%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d9%85%d9%88%d9%84%d9%81%d9%87%d9%87%d8%a7%db%8c-%d8%a7%d8%b5%d9%84%db%8c-%d9%87%d8%b3%d8%aa%d9%87%d8%a7%db%8c-kernel-pca-%d8%aa%d9%88%d8%b6%db%8c\/","title":{"rendered":"\u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0647\u0633\u062a\u0647\u200c\u0627\u06cc (Kernel PCA): \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0648 \u0645\u062b\u0627\u0644"},"content":{"rendered":"<h2>\u0645\u0642\u062f\u0645\u0647<\/h2>\n<p>\u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc (PCA) \u06cc\u06a9\u06cc \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0645\u0639\u0631\u0648\u0641 \u06a9\u0627\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u0628\u0639\u0627\u062f \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0624\u062b\u0631\u06cc \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0637\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c PCA \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc\u06cc \u062f\u0627\u0631\u062f \u0648 \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u063a\u06cc\u0631\u062e\u0637\u06cc \u0639\u0645\u0644 \u06a9\u0646\u062f. \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062e\u0627\u0637\u0631\u060c \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0647\u0633\u062a\u0647\u200c\u0627\u06cc (Kernel PCA) \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062a\u06a9\u0646\u06cc\u06a9 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0645\u0639\u0631\u0641\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0641\u0636\u0627\u06cc\u06cc \u0628\u0627 \u0627\u0628\u0639\u0627\u062f \u0628\u0627\u0644\u0627\u062a\u0631 \u0645\u0646\u062a\u0642\u0644 \u06a9\u0646\u062f \u0648 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u063a\u06cc\u0631\u062e\u0637\u06cc \u0631\u0627 \u0628\u0647\u062a\u0631 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc Kernel PCA \u0648 \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0622\u0646 \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u06cc\u0645.<\/p>\n<h2>\u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0686\u06cc\u0633\u062a\u061f<\/h2>\n<p>PCA \u06cc\u06a9 \u0631\u0648\u0634 \u0622\u0645\u0627\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0633\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0627 \u062d\u0641\u0638 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0645\u06a9\u0646 \u0628\u0647 \u06a9\u0627\u0631 \u0645\u06cc\u200c\u0631\u0648\u062f. \u0627\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9 \u0628\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u0648\u0644\u0641\u0647\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u0627\u0628\u0639\u0627\u062f \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u06a9\u0627\u0647\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0627\u06af\u0631 \u0634\u0645\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u0628\u0627 \u06f1\u06f0 \u0648\u06cc\u0698\u06af\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f\u060c \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 PCA \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u06f2 \u06cc\u0627 \u06f3 \u0648\u06cc\u0698\u06af\u06cc \u06a9\u0627\u0647\u0634 \u062f\u0647\u06cc\u062f \u06a9\u0647 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u062a\u0646\u0648\u0639 \u0631\u0627 \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062d\u0641\u0638 \u06a9\u0646\u062f.<\/p>\n<h2>\u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc PCA \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u063a\u06cc\u0631\u062e\u0637\u06cc<\/h2>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af PCA \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0641\u0631\u0636 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062e\u0637\u06cc \u0647\u0633\u062a\u0646\u062f. \u0628\u0647 \u0639\u0628\u0627\u0631\u062a \u062f\u06cc\u06af\u0631\u060c PCA \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0627 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u0627\u06cc \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f\u060c \u0645\u0627\u0646\u0646\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u062f\u0648 \u0645\u0627\u0647\u06cc \u06cc\u0627 \u0634\u06a9\u0644\u200c\u0647\u0627\u06cc \u063a\u06cc\u0631\u062e\u0637\u06cc \u062f\u06cc\u06af\u0631\u060c \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u0639\u0645\u0644 \u06a9\u0646\u062f. \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647\u060c \u0646\u062a\u0627\u06cc\u062c PCA \u0628\u0647 \u0637\u0648\u0631 \u0645\u06a9\u0631\u0631 \u0628\u0627\u0639\u062b \u062a\u0631\u06a9\u06cc\u0628 \u0637\u0628\u0642\u0627\u062a \u0645\u062e\u062a\u0644\u0641 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0633\u0627\u062e\u062a\u0627\u0631 \u0627\u0635\u0644\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0645\u062e\u062f\u0648\u0634 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<h2>Kernel PCA \u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f\u061f<\/h2>\n<p>\u06a9\u062f \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc Kernel PCA \u0628\u0647 \u0637\u0648\u0631 \u0645\u0624\u062b\u0631\u06cc \u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0647\u0633\u062a\u0647\u200c\u0627\u06cc \u062d\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u0634\u060c \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0647 \u06cc\u06a9 \u0641\u0636\u0627\u06cc \u0627\u0628\u0639\u0627\u062f\u06cc \u0628\u0627 \u0627\u0628\u0639\u0627\u062f \u0628\u0627\u0644\u0627\u062a\u0631 \u0645\u0646\u062a\u0642\u0644 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u062a\u0627 \u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627\u06cc \u063a\u06cc\u0631\u062e\u0637\u06cc \u062f\u0631 \u0622\u0646 \u0641\u0636\u0627 \u0628\u0647\u062a\u0631 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0634\u0648\u0646\u062f. \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u06af\u0641\u062a\u060c Kernel PCA \u0642\u0627\u0628\u0644\u06cc\u062a \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u063a\u06cc\u0631\u062e\u0637\u06cc \u0631\u0627 \u062f\u0627\u0631\u062f \u0648 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062a\u0641\u0627\u0648\u062a\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631 \u0628\u06cc\u0646 \u06a9\u0644\u0627\u0633\u200c\u0647\u0627 \u0631\u0627 \u0628\u0631\u062c\u0633\u062a\u0647 \u06a9\u0646\u062f.<\/p>\n<h3>\u0645\u062b\u0627\u0644 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0627\u0632 Kernel PCA<\/h3>\n<p>\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u0645\u0627 \u0642\u0635\u062f \u062f\u0627\u0631\u06cc\u0645 \u062f\u0648 \u0646\u0648\u0639 \u0645\u062e\u062a\u0644\u0641 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u06cc\u0645: \u06cc\u06a9\u06cc \u06af\u0631\u062f \u0648 \u062f\u06cc\u06af\u0631\u06cc \u0645\u062b\u0644\u062b\u06cc. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 PCA\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u06cc\u0646 \u062f\u0648 \u06af\u0631\u0648\u0647 \u062f\u0631 \u06cc\u06a9 \u0641\u0636\u0627\u06cc \u062f\u0648 \u0628\u0639\u062f\u06cc \u062a\u0631\u06a9\u06cc\u0628 \u0634\u0648\u0646\u062f \u0648 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0622\u0646\u200c\u0647\u0627 \u062f\u0634\u0648\u0627\u0631 \u0628\u0627\u0634\u062f. \u0627\u0645\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Kernel PCA\u060c \u0628\u0627 \u062a\u0628\u062f\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0647 \u06cc\u06a9 \u0641\u0636\u0627\u06cc \u0628\u0627 \u0627\u0628\u0639\u0627\u062f \u0628\u0627\u0644\u0627\u062a\u0631\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u06cc\u0646 \u062f\u0648 \u06af\u0631\u0648\u0647 \u0631\u0627 \u062c\u062f\u0627\u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u0639\u0645\u0644\u06cc\u0627\u062a \u062a\u062d\u0644\u06cc\u0644 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u0631\u0627 \u0628\u0627 \u062f\u0642\u062a \u0628\u06cc\u0634\u062a\u0631\u06cc \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u0645.<\/p>\n<h2>\u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc<\/h2>\n<p>\u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0647\u0633\u062a\u0647\u200c\u0627\u06cc (Kernel PCA) \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u062d\u06cc\u0627\u062a\u06cc \u062f\u0631 \u0639\u0644\u0648\u0645 \u062f\u0627\u062f\u0647 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u063a\u06cc\u0631\u062e\u0637\u06cc \u0631\u0627 \u0628\u0647 \u0634\u06a9\u0644\u06cc \u0645\u0624\u062b\u0631 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u062f. \u0628\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0627\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9 \u0646\u0642\u0634 \u0645\u0647\u0645\u06cc \u062f\u0631 \u0628\u0647\u0628\u0648\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0631 \u0645\u0628\u0646\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0627\u06cc\u0641\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647\u060c \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 Kernel PCA \u0648 \u0686\u06af\u0648\u0646\u06af\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f \u0622\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u067e\u0698\u0648\u0647\u0634\u06af\u0631\u0627\u0646 \u0648 \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u062f\u0627\u062f\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0641\u06cc\u062f \u0628\u0627\u0634\u062f.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0645\u0642\u062f\u0645\u0647 \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc (PCA) \u06cc\u06a9\u06cc \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0645\u0639\u0631\u0648\u0641 \u06a9\u0627\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u0628\u0639\u0627\u062f \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0624\u062b\u0631\u06cc \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0637\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c PCA \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc\u06cc \u062f\u0627\u0631\u062f \u0648 \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u063a\u06cc\u0631\u062e\u0637\u06cc \u0639\u0645\u0644 \u06a9\u0646\u062f. \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062e\u0627\u0637\u0631\u060c \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0647\u0633\u062a\u0647\u200c\u0627\u06cc (Kernel PCA) \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062a\u06a9\u0646\u06cc\u06a9 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0645\u0639\u0631\u0641\u06cc \u0634\u062f\u0647 [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":5676,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"\u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0647\u0633\u062a\u0647\u200c\u0627\u06cc","_yoast_wpseo_title":"\u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0647\u0633\u062a\u0647\u200c\u0627\u06cc (Kernel PCA): \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0648 \u0645\u062b\u0627\u0644","_yoast_wpseo_metadesc":"\u0628\u0627 \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0647\u0633\u062a\u0647\u200c\u0627\u06cc (Kernel PCA) \u0648 \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0622\u0634\u0646\u0627 \u0634\u0648\u06cc\u062f. \u0627\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9\u060c \u0631\u0627\u0647 \u062d\u0644 \u0645\u0646\u0627\u0633\u0628\u06cc \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u063a\u06cc\u0631\u062e\u0637\u06cc \u0627\u0633\u062a.","_uag_custom_page_level_css":"","footnotes":""},"categories":[45],"tags":[57,50,46],"class_list":["post-5675","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-education","tag-ai-2","tag-50","tag-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.6 (Yoast SEO v26.0) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0647\u0633\u062a\u0647\u200c\u0627\u06cc (Kernel PCA): \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0648 \u0645\u062b\u0627\u0644<\/title>\n<meta name=\"description\" content=\"\u0628\u0627 \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0647\u0633\u062a\u0647\u200c\u0627\u06cc (Kernel PCA) \u0648 \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc 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property=\"og:site_name\" content=\"\u0622\u0645\u0648\u0632\u0634 \u0648 \u0627\u062e\u0628\u0627\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\" \/>\n<meta property=\"article:published_time\" content=\"2025-12-06T05:30:37+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-06T05:30:52+00:00\" \/>\n<meta name=\"author\" content=\"Admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0646\u0648\u0634\u062a\u0647\u200c\u0634\u062f\u0647 \u0628\u062f\u0633\u062a\" \/>\n\t<meta name=\"twitter:data1\" content=\"Admin\" \/>\n<script type=\"application\/ld+json\" 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