{"id":26092,"date":"2026-08-03T15:13:34","date_gmt":"2026-08-03T11:43:34","guid":{"rendered":"https:\/\/hamrah.academy\/blog\/?p=26092"},"modified":"2026-08-05T15:44:52","modified_gmt":"2026-08-05T12:14:52","slug":"what-is-supervised-learning","status":"publish","type":"post","link":"https:\/\/hamrah.academy\/blog\/what-is-supervised-learning\/","title":{"rendered":"\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0686\u06cc\u0633\u062a\u061f | \u0631\u0627\u0647\u0646\u0645\u0627\u06cc Supervised Learning"},"content":{"rendered":"\n<p class=\"has-text-align-right\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 (Supervised Learning) \u06cc\u06a9\u06cc \u0627\u0632 \u067e\u0627\u06cc\u0647\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc <a href=\"https:\/\/hamrah.academy\/blog\/types-of-machine-learning-algorithms\/\" id=\"https:\/\/hamrah.academy\/blog\/types-of-machine-learning-algorithms\/\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a> \u0645\u062f\u0631\u0646 \u0628\u0647 \u0634\u0645\u0627\u0631 \u0645\u06cc\u200c\u0631\u0648\u062f \u0648 \u0627\u0633\u0627\u0633 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0632\u0646\u062f\u06af\u06cc \u0631\u0648\u0632\u0645\u0631\u0647 \u0645\u0627\u060c \u0627\u0632 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u0647\u0627\u06cc \u0634\u062e\u0635\u06cc\u200c\u0633\u0627\u0632\u06cc\u200c\u0634\u062f\u0647 \u062f\u0631 \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u062a\u0634\u062e\u06cc\u0635\u200c\u0647\u0627\u06cc \u067e\u0632\u0634\u06a9\u06cc \u062a\u0623\u062b\u06cc\u0631\u06af\u0630\u0627\u0631 \u0647\u0633\u062a\u0646\u062f. \u0627\u0645\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0686\u06cc\u0633\u062a\u061f <\/p>\n\n\n\n<p class=\"has-text-align-right\">\u062f\u0631 \u0647\u0633\u062a\u0647 \u0627\u0635\u0644\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647\u060c \u0645\u062f\u0644\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc\u200c\u0634\u062f\u0647 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a \u0647\u0631 \u0646\u0645\u0648\u0646\u0647 \u0648\u0631\u0648\u062f\u06cc\u060c \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u062e\u0631\u0648\u062c\u06cc \u062f\u0631\u0633\u062a \u0648 \u0645\u0634\u062e\u0635 \u062e\u0648\u062f \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0645\u062f\u0644 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f. \u0627\u06cc\u0646 \u00ab\u0646\u0638\u0627\u0631\u062a\u00bb \u0628\u0647 \u0645\u062f\u0644 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u0627\u0644\u06af\u0648\u0647\u0627 \u0648 \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u067e\u0646\u0647\u0627\u0646 \u0645\u06cc\u0627\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0647\u062f\u0641 \u0631\u0627 \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u062f \u0648 \u0628\u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0648 \u062f\u06cc\u062f\u0647\u200c\u0646\u0634\u062f\u0647\u060c \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642\u200c\u062a\u0631\u06cc \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628 \u0627\u0632 \u0622\u06a9\u0627\u062f\u0645\u06cc \u0647\u0645\u0631\u0627\u0647 \u0627\u0648\u0644 \u0628\u0627 \u0645\u0641\u0647\u0648\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647\u060c \u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f\u060c \u0627\u0646\u0648\u0627\u0639 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0622\u0646 \u0622\u0634\u0646\u0627 \u0645\u06cc\u200c\u0634\u0648\u06cc\u0645.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 (Supervised Learning) \u0686\u06cc\u0633\u062a\u061f<\/h2>\n\n\n\n<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0646\u0648\u0627\u0639 <a href=\"https:\/\/hamrah.academy\/blog\/best-machine-learning-course\/\" id=\"https:\/\/hamrah.academy\/blog\/best-machine-learning-course\/\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a> \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0645\u062f\u0644 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc\u200c\u0634\u062f\u0647 (Labeled Data) \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc\u200c\u0628\u06cc\u0646\u062f. \u0648\u0627\u0698\u0647 \u00ab\u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647\u00bb \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u0627\u0633\u062a \u06a9\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062f\u0631 \u0637\u0648\u0644 \u0641\u0631\u0627\u06cc\u0646\u062f \u0622\u0645\u0648\u0632\u0634\u060c \u0627\u0632 \u06cc\u06a9 \u0645\u0639\u0644\u0645 \u06cc\u0627 \u0646\u0627\u0638\u0631 \u062f\u0627\u062f\u0647 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0622\u0646 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f\u060c \u067e\u0627\u0633\u062e \u0635\u062d\u06cc\u062d \u06cc\u0627 \u0628\u0631\u0686\u0633\u0628 \u0647\u0631 \u0646\u0645\u0648\u0646\u0647 \u0631\u0627 \u0646\u06cc\u0632 \u0634\u0627\u0645\u0644 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/p>\n\n\n\n<p>\u0647\u062f\u0641 \u0627\u0635\u0644\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u0627 \u0622\u0645\u0648\u0632\u0634 \u0631\u0648\u06cc \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc\u200c\u0634\u062f\u0647\u060c \u0631\u0627\u0628\u0637\u0647 \u0645\u06cc\u0627\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc (Input Features) \u0648 \u0628\u0631\u0686\u0633\u0628 \u06cc\u0627 \u062e\u0631\u0648\u062c\u06cc (Output Labels) \u0631\u0627 \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u062f. \u067e\u0633 \u0627\u0632 \u067e\u0627\u06cc\u0627\u0646 \u0622\u0645\u0648\u0632\u0634\u060c \u0645\u062f\u0644 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0647\u0646\u06af\u0627\u0645 \u0645\u0648\u0627\u062c\u0647\u0647 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0648 \u0646\u0627\u0634\u0646\u0627\u062e\u062a\u0647\u060c \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u06cc\u0627 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0642\u06cc\u0642\u06cc \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u062f.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"748\" height=\"478\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/what-is-supervised-learning.webp\" alt=\"\u062a\u0639\u0631\u06cc\u0641 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 (Supervised Learning) \u0628\u0647 \u0632\u0628\u0627\u0646 \u0633\u0627\u062f\u0647 \u0648 \u0645\u0639\u0631\u0641\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u06a9\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631 \u0645\u062f\u0644 \u0631\u0627 \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f.\" class=\"wp-image-26260\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/what-is-supervised-learning.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/what-is-supervised-learning-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u0634\u060c \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc \u0627\u0632 \u062c\u0641\u062a\u200c\u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0648 \u062e\u0631\u0648\u062c\u06cc \u062a\u0634\u06a9\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0648\u0631\u0648\u062f\u06cc \u0647\u0645\u0627\u0646 \u062f\u0627\u062f\u0647\u200c\u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0622\u0646 \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u062e\u0631\u0648\u062c\u06cc\u060c \u067e\u0627\u0633\u062e \u0635\u062d\u06cc\u062d \u06cc\u0627 \u0628\u0631\u0686\u0633\u0628 \u0645\u062a\u0646\u0627\u0638\u0631 \u0628\u0627 \u0622\u0646 \u0627\u0633\u062a. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062a\u0644\u0627\u0634 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0631\u0627\u0628\u0637\u0647\u200c\u0627\u06cc \u0645\u06cc\u0627\u0646 \u0627\u06cc\u0646 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627 \u0648 \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627 \u0628\u06cc\u0627\u0645\u0648\u0632\u062f \u062a\u0627 \u0628\u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0642\u0628\u0644\u0627\u064b \u0646\u062f\u06cc\u062f\u0647 \u0627\u0633\u062a \u0646\u06cc\u0632 \u0646\u062a\u06cc\u062c\u0647 \u062f\u0631\u0633\u062a\u06cc \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u062f.<\/p>\n\n\n\n<p>\u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u06cc\u06a9 \u0645\u0639\u0644\u0645 \u0642\u0635\u062f \u062f\u0627\u0631\u062f \u062d\u0631\u0641 <strong>A<\/strong> \u0631\u0627 \u0628\u0647 \u062f\u0627\u0646\u0634\u200c\u0622\u0645\u0648\u0632\u0627\u0646 \u0645\u0647\u062f\u06a9\u0648\u062f\u06a9 \u0622\u0645\u0648\u0632\u0634 \u062f\u0647\u062f. \u0627\u0648 \u062d\u0631\u0641 <strong>A<\/strong> \u0631\u0627 \u0628\u0627 <strong>\u0633\u06cc\u0628 (Apple)<\/strong> \u0645\u0631\u062a\u0628\u0637 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0628\u0647 \u062f\u0627\u0646\u0634\u200c\u0622\u0645\u0648\u0632\u0627\u0646 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u062d\u0631\u0641 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u06a9\u0644\u0645\u0647 <em>Apple<\/em> \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627\u060c \u0645\u0639\u0644\u0645 \u0646\u0642\u0634 \u0646\u0627\u0638\u0631 \u06cc\u0627 \u0631\u0627\u0647\u0646\u0645\u0627 \u0631\u0627 \u062f\u0627\u0631\u062f \u0648 \u0628\u0627 \u0627\u0631\u0627\u0626\u0647 \u0646\u0645\u0648\u0646\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc\u200c\u0634\u062f\u0647\u060c \u0627\u0631\u062a\u0628\u0627\u0637 \u0645\u06cc\u0627\u0646 \u062d\u0631\u0641 <strong>A<\/strong> \u0648 \u062a\u0635\u0648\u06cc\u0631 \u0633\u06cc\u0628 \u0631\u0627 \u0628\u0647 \u062f\u0627\u0646\u0634\u200c\u0622\u0645\u0648\u0632\u0627\u0646 \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n\n\n\n<p>\u067e\u0633 \u0627\u0632 \u0645\u062f\u062a\u06cc\u060c \u0645\u0639\u0644\u0645 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u062e\u062a\u0644\u0641\u06cc \u0631\u0627 \u0628\u0647 \u062f\u0627\u0646\u0634\u200c\u0622\u0645\u0648\u0632\u0627\u0646 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u0622\u0646\u200c\u0647\u0627 \u062a\u0635\u0648\u06cc\u0631 \u0633\u06cc\u0628 \u0627\u0633\u062a \u0648 \u0627\u0632 \u0622\u0646\u200c\u0647\u0627 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u062f \u0633\u06cc\u0628 \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u0646\u062f. \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0645\u0634\u0627\u0628\u0647 \u0622\u0632\u0645\u0648\u0646 \u06cc\u0627 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a. \u0627\u06af\u0631 \u062f\u0627\u0646\u0634\u200c\u0622\u0645\u0648\u0632\u0627\u0646 \u0628\u062a\u0648\u0627\u0646\u0646\u062f \u0633\u06cc\u0628 \u0631\u0627 \u0628\u0647\u200c\u062f\u0631\u0633\u062a\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u0646\u062f\u060c \u06cc\u0639\u0646\u06cc \u0631\u0627\u0628\u0637\u0647\u200c\u0627\u06cc \u0631\u0627 \u06a9\u0647 \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0622\u0645\u0648\u0632\u0634 \u06cc\u0627\u062f \u06af\u0631\u0641\u062a\u0647\u200c\u0627\u0646\u062f\u060c \u0628\u0647\u200c\u062e\u0648\u0628\u06cc \u062f\u0631\u06a9 \u06a9\u0631\u062f\u0647\u200c\u0627\u0646\u062f \u0648 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0646\u0645\u0648\u0646\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0646\u06cc\u0632 \u0628\u0647 \u06a9\u0627\u0631 \u0628\u0628\u0631\u0646\u062f.<\/p>\n\n\n\n<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u062f\u0631 \u0645\u0627\u0634\u06cc\u0646 \u0646\u06cc\u0632 \u062f\u0642\u06cc\u0642\u0627\u064b \u0628\u0647 \u0647\u0645\u06cc\u0646 \u0634\u06a9\u0644 \u0639\u0645\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0627\u0628\u062a\u062f\u0627 \u0628\u0627 \u06a9\u0645\u06a9 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc\u200c\u0634\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u00ab\u0646\u0627\u0638\u0631\u00bb \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc\u200c\u0628\u06cc\u0646\u062f \u0648 \u0633\u067e\u0633 \u0627\u0632 \u062f\u0627\u0646\u0634\u06cc \u06a9\u0647 \u0622\u0645\u0648\u062e\u062a\u0647 \u0627\u0633\u062a \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u06cc\u0627 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0642\u06cc\u0642 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n\n\n\t<a class=\"abc-course-card abc-course-card--horizontal-default\" href=\"https:\/\/hamrah.academy\/course\/1105?utm_source=banner&#038;utm_medium=blog&#038;utm_campaign=article&#038;utm_ti&#038;utm_term=academy&#038;utm_content=article\" aria-label=\"View course: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647\" data-course-id=\"1105\" data-course-title=\"\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647\">\n\t\t<div class=\"abc-course-card__image-wrap\">\n\t\t\t\t\t\t\t<img decoding=\"async\" class=\"abc-course-card__image\" src=\"https:\/\/asset.hamrah.academy\/filebrowser\/api\/public\/dl\/rduX5NiG\/minio\/5f14ec9b-4ecd-4f21-be11-8b5bda1ed243Artboard%201%20copy%2010.webp\" alt=\"\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647\">\n\t\t\t\t\t<\/div>\n\t\t<div class=\"abc-course-card__body\">\n\t\t\t\t\t\t\t<div class=\"abc-course-card__meta-row\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"abc-course-card__teacher\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"abc-course-card__teacher-avatar\" src=\"https:\/\/core-storage.hamrah.academy\/academy\/79c6cea7-6c65-4ef3-9359-08bf0b5a205c.jpg\" alt=\"\u0627\u062d\u0633\u0627\u0646 \u0646\u0627\u0638\u0631\u0641\u0631\u062f\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>\u0627\u062d\u0633\u0627\u0646 \u0646\u0627\u0638\u0631\u0641\u0631\u062f<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<span class=\"abc-course-card__category\" style=\"background-color:#72BBC4\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<h3 class=\"abc-course-card__title \">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647<\/h3>\n\t\t\t<div class=\"abc-course-card__meta-row\">\n\t\t\t\t<span>\n    <img decoding=\"async\" class=\"abc-course-card__icon\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-19.svg\" alt=\"\">\n    \n    <span class=\"abc-course-card__rating-score\">\n        \u06f4,\u06f0    <\/span>\n\n     (\u06f2\u06f0\u06f0 \u0631\u0627\u06cc)<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span><img decoding=\"async\" class=\"abc-course-card__icon\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-18.svg\" alt=\"\"> \u06f1\u06f5\u06f0\u06f4 \u0646\u0641\u0631<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span><img decoding=\"async\" class=\"abc-course-card__icon\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-16.svg\" alt=\"\"> \u06f8\u06f6\u06f7 \u0633\u0627\u0639\u062a \u0648 \u06f2\u06f9 \u062f\u0642\u06cc\u0642\u0647<\/span>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"abc-course-card__divider\" role=\"separator\" aria-hidden=\"true\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"abc-course-card__price-row\">\n\t\t\t\t\t\t\t\t<div>\n\t\t\t\t\t<!-- \t\t\t\t\t<div class=\"abc-course-card__price\">\u06f1,\u06f7\u06f0\u06f0,\u06f0\u06f0\u06f0 \u062a\u0648\u0645\u0627\u0646<\/div> -->\n\t\t\t\t\t<div class=\"abc-course-card__price\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<span class=\"abc-course-card__more-btn\">\u0628\u06cc\u0634\u062a\u0631<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/a>\n\t\n\n\n\n<h2 class=\"wp-block-heading\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f\u061f<\/h2>\n\n\n\n<p>\u0627\u06af\u0631\u0686\u0647 \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f\u060c \u0627\u0645\u0627 \u062a\u0642\u0631\u06cc\u0628\u0627\u064b \u0647\u0645\u0647 \u0622\u0646\u200c\u0647\u0627 \u0627\u0632 \u06cc\u06a9 \u0641\u0631\u0627\u06cc\u0646\u062f \u06a9\u0644\u06cc \u0648 \u0645\u0634\u0627\u0628\u0647 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0645\u062f\u0644 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u06a9\u0647 \u0634\u0627\u0645\u0644 \u06cc\u06a9 \u0641\u0631\u0627\u06cc\u0646\u062f \u0633\u0627\u062e\u062a\u0627\u0631\u06cc\u0627\u0641\u062a\u0647 \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0648 \u0622\u0645\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u0627\u062c\u0631\u0627\u06cc \u0645\u062f\u0644 \u0648 \u0628\u0631\u0631\u0633\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0622\u0646 \u0627\u0633\u062a. \u0645\u0631\u0627\u062d\u0644 \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/li>\n\n\n\n<li>\u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u0648 \u067e\u0627\u06a9\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/li>\n\n\n\n<li>\u0627\u0646\u062a\u062e\u0627\u0628 \u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627<\/li>\n\n\n\n<li>\u062a\u0642\u0633\u06cc\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/li>\n\n\n\n<li>\u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645<\/li>\n\n\n\n<li>\u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644<\/li>\n\n\n\n<li>\u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u062f\u0644<\/li>\n\n\n\n<li>\u062a\u0646\u0638\u06cc\u0645 \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u062f\u0644<\/li>\n\n\n\n<li>\u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0648 \u0646\u0638\u0627\u0631\u062a \u0628\u0631 \u0645\u062f\u0644<\/li>\n\n\n\n<li>\u0628\u0647\u0628\u0648\u062f \u0648 \u0622\u0645\u0648\u0632\u0634 \u0645\u062d\u062f\u062f \u062f\u0631 \u0637\u0648\u0644 \u0632\u0645\u0627\u0646<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"748\" height=\"478\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/supervised-learning-process.webp\" alt=\"\u0646\u0645\u0627\u06cc\u0634 \u0645\u0631\u0627\u062d\u0644 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0627\u0632 \u0622\u0645\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631 \u0648 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u062a\u0627 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f.\" class=\"wp-image-26256\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/supervised-learning-process.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/supervised-learning-process-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<p>\u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0686\u06cc\u0633\u062a\u060c \u0645\u0631\u0627\u062d\u0644 \u0627\u0635\u0644\u06cc \u0627\u06cc\u0646 \u0641\u0631\u0627\u06cc\u0646\u062f \u0631\u0627 \u0628\u0647\u200c\u0637\u0648\u0631 \u062e\u0644\u0627\u0635\u0647 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 (Labeling)<\/strong><\/h3>\n\n\n\n<p>&nbsp;\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc\u200c\u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0631\u062a\u0628\u0627\u0637 \u062f\u0631\u0633\u062a \u0628\u06cc\u0646 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627 \u0648 \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627 \u0636\u0631\u0648\u0631\u06cc \u0647\u0633\u062a\u0646\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0627\u06af\u0631 \u0642\u0635\u062f \u062f\u0627\u0631\u06cc\u062f \u0645\u062f\u0644\u06cc \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0646\u0638\u0631\u0627\u062a \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062f\u0631\u0628\u0627\u0631\u0647 \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u0628\u0633\u0627\u0632\u06cc\u062f\u060c \u0627\u0628\u062a\u062f\u0627 \u0628\u0627\u06cc\u062f \u0627\u0631\u0632\u06cc\u0627\u0628\u200c\u0647\u0627\u06cc \u0627\u0646\u0633\u0627\u0646\u06cc \u0646\u0638\u0631\u0627\u062a \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u0648 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u062f\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0645\u062b\u0628\u062a\u060c \u0645\u0646\u0641\u06cc \u06cc\u0627 \u062e\u0646\u062b\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u0648 \u067e\u0627\u06a9\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 <\/strong><\/h3>\n\n\n\n<p>\u0628\u0631\u0627\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u06cc\u0646\u0647 \u0645\u062f\u0644 \u0628\u0627\u06cc\u062f&nbsp;\u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u06a9\u0627\u0645\u0644\u060c \u062f\u0642\u06cc\u0642 \u0648 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 \u0645\u0646\u0627\u0633\u0628\u06cc \u0627\u0632 \u0645\u0633\u0626\u0644\u0647 \u0645\u0648\u0631\u062f\u0646\u0638\u0631 \u0647\u0633\u062a\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0627 \u062d\u0630\u0641 \u0645\u0648\u0627\u0631\u062f \u062a\u06a9\u0631\u0627\u0631\u06cc\u060c \u0627\u0635\u0644\u0627\u062d \u062e\u0637\u0627\u0647\u0627 \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u0642\u0627\u062f\u06cc\u0631 \u06af\u0645\u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0622\u0645\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u0627\u0646\u062a\u062e\u0627\u0628 \u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 (Feature Selection and Extraction)<\/strong><\/h3>\n\n\n\n<p>&nbsp;\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 \u0648 \u0639\u0648\u0627\u0645\u0644 \u062a\u0623\u062b\u06cc\u0631\u06af\u0630\u0627\u0631 \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u062a\u0627 \u0645\u062f\u0644 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u062a\u0631 \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0627\u06cc\u062c\u0627\u062f \u0634\u0648\u062f \u062a\u0627 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u067e\u0646\u0647\u0627\u0646 \u0628\u0647\u062a\u0631 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0634\u0648\u0646\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u062a\u0627\u0631\u06cc\u062e \u062a\u0648\u0644\u062f \u0628\u0647 \u0633\u0646 \u0627\u0641\u0631\u0627\u062f \u062a\u0628\u062f\u06cc\u0644 \u0634\u0648\u062f. <\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"748\" height=\"478\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/how-supervised-learning-works.webp\" alt=\"\u0628\u0631\u0631\u0633\u06cc \u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0627\u0632 \u0648\u0631\u0648\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631\u060c \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644\u060c \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0646\u062a\u0627\u06cc\u062c \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f.\" class=\"wp-image-26261\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/how-supervised-learning-works.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/how-supervised-learning-works-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u062a\u0642\u0633\u06cc\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 <\/strong><\/h3>\n\n\n\n<p>&nbsp;\u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0628\u0647 \u062f\u0648 \u0628\u062e\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0648 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0627\u0635\u0644\u06cc \u062a\u0642\u0633\u06cc\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u062f\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u06a9\u0647 \u0645\u062f\u0644 \u062a\u0627 \u0686\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0631\u0648\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0648 \u062f\u06cc\u062f\u0647\u200c\u0646\u0634\u062f\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u062e\u0648\u0628\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 <\/strong><\/h3>\n\n\n\n<p>\u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0646\u0648\u0639 \u0645\u0633\u0626\u0644\u0647 \u0648 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0645\u0646\u0627\u0633\u0628 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0686\u0646\u062f \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u0627\u062c\u0631\u0627 \u0648 \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u0631\u062f \u062a\u0627 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u0627\u0646\u062a\u062e\u0627\u0628 \u0634\u0648\u062f. \u062f\u0631 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u0628\u0639\u062f\u06cc \u0645\u0637\u0644\u0628 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0686\u06cc\u0633\u062a \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0645\u0647\u0645 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0631\u0627 \u062a\u0648\u0636\u06cc\u062d \u0645\u06cc\u200c\u062f\u0647\u06cc\u0645. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>&nbsp;\u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 (Model Training)<\/strong><\/h3>\n\n\n\n<p>&nbsp;\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u0645\u062f\u0644 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u06cc\u0627\u062f \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f \u062a\u0627 \u062f\u0642\u062a \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u062f. \u0645\u062f\u0644 \u0628\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u062f\u0627\u0648\u0645 \u062a\u0641\u0627\u0648\u062a \u0628\u06cc\u0646 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u0648 \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc\u060c \u0631\u0627\u0628\u0637\u0647 \u0645\u06cc\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627 \u0648 \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627 \u0631\u0627 \u06cc\u0627\u062f \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f. \u0628\u0633\u062a\u0647 \u0628\u0647 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0648 \u062d\u062c\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u0632 \u0686\u0646\u062f \u062b\u0627\u0646\u06cc\u0647 \u062a\u0627 \u0686\u0646\u062f \u0631\u0648\u0632 \u0637\u0648\u0644 \u0628\u06a9\u0634\u062f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u062f\u0644 (Model Evaluation)<\/strong><\/h3>\n\n\n\n<p>&nbsp;\u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f \u062a\u0627 \u0645\u0634\u062e\u0635 \u0634\u0648\u062f \u0622\u06cc\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0631\u0648\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f\u060c \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642 \u0648 \u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f\u06cc \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u062f \u06cc\u0627 \u062e\u06cc\u0631. \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u062a\u0641\u0627\u0648\u062a\u200c\u0647\u0627\u06cc \u0645\u0647\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0627\u0633\u062a. \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647\u060c \u062e\u0631\u0648\u062c\u06cc \u0645\u0648\u0631\u062f \u0627\u0646\u062a\u0638\u0627\u0631 \u0645\u0634\u062e\u0635 \u0627\u0633\u062a \u0648 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0645\u06cc\u0632\u0627\u0646 \u0645\u0648\u0641\u0642\u06cc\u062a \u0645\u062f\u0644 \u0631\u0627 \u0627\u0646\u062f\u0627\u0632\u0647\u200c\u06af\u06cc\u0631\u06cc \u06a9\u0631\u062f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u062a\u0646\u0638\u06cc\u0645 \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u062f\u0644 (Model Tuning)<\/strong><\/h3>\n\n\n\n<p>&nbsp;\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0645\u062f\u0644 \u062a\u0646\u0638\u06cc\u0645 \u0648 \u0645\u062f\u0644 \u062f\u0648\u0628\u0627\u0631\u0647 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u062a\u0627 \u0639\u0645\u0644\u06a9\u0631\u062f \u0622\u0646 \u0628\u0647\u062a\u0631 \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0641\u0631\u0627\u06cc\u0646\u062f \u06a9\u0647 \u0628\u0647 \u0622\u0646 \u062a\u0646\u0638\u06cc\u0645 \u0627\u0628\u0631\u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u06af\u0641\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0628\u0647 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u062f\u0644 \u0648 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0645\u0634\u06a9\u0644\u0627\u062a\u06cc \u0645\u0627\u0646\u0646\u062f \u0628\u06cc\u0634\u200c\u0628\u0631\u0627\u0632\u0634 (Overfitting) \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0641\u0631\u0627\u06cc\u0646\u062f \u0628\u0627\u06cc\u062f \u067e\u0633 \u0627\u0632 \u0647\u0631 \u062a\u063a\u06cc\u06cc\u0631\u060c \u062f\u0648\u0628\u0627\u0631\u0647 \u0628\u0631\u0631\u0633\u06cc \u0648 \u062a\u06a9\u0631\u0627\u0631 \u0634\u0648\u062f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0648 \u0646\u0638\u0627\u0631\u062a \u0628\u0631 \u0645\u062f\u0644 (Deployment and Monitoring)<\/strong><\/h3>\n\n\n\n<p>&nbsp;\u067e\u0633 \u0627\u0632 \u0622\u0645\u0627\u062f\u0647 \u0634\u062f\u0646 \u0645\u062f\u0644\u060c \u0622\u0646 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0648\u0627\u0642\u0639\u06cc \u0628\u0647 \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u06cc\u0645 \u062a\u0627 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u06cc\u06a9 \u0645\u062f\u0644 \u062a\u0634\u062e\u06cc\u0635 \u0627\u06cc\u0645\u06cc\u0644\u200c\u0647\u0627\u06cc \u0627\u0633\u067e\u0645 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0631\u062f\u0646 \u067e\u06cc\u0627\u0645\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u0622\u0646 \u0628\u0647\u200c\u0637\u0648\u0631 \u0645\u062f\u0627\u0648\u0645 \u0628\u0631\u0631\u0633\u06cc \u0648 \u062f\u0631 \u0635\u0648\u0631\u062a \u0646\u06cc\u0627\u0632 \u0627\u0635\u0644\u0627\u062d \u0634\u0648\u062f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u0628\u0647\u0628\u0648\u062f \u0648 \u0622\u0645\u0648\u0632\u0634 \u0645\u062c\u062f\u062f \u062f\u0631 \u0637\u0648\u0644 \u0632\u0645\u0627\u0646 (Fine-tuning Over Time)<\/strong><\/h3>\n\n\n\n<p>&nbsp;\u0628\u0627 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0628\u06cc\u0634\u062a\u0631\u060c \u0645\u062f\u0644 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0645\u062f\u0627\u0648\u0645 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u062a\u0627 \u062f\u0642\u062a \u0622\u0646 \u0627\u0641\u0632\u0627\u06cc\u0634 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f \u0648 \u0628\u062a\u0648\u0627\u0646\u062f \u0628\u0627 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062c\u062f\u06cc\u062f \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u0634\u0631\u0627\u06cc\u0637 \u0648\u0627\u0642\u0639\u06cc \u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627\u0642\u06cc \u0628\u0645\u0627\u0646\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0646\u0648\u0627\u0639 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647: \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0648 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc<\/h2>\n\n\n\n<p>\u062f\u0631 \u0628\u062e\u0634 \u0642\u0628\u0644\u06cc \u06cc\u0627\u062f \u06af\u0631\u0641\u062a\u06cc\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0686\u06cc\u0633\u062a \u0648 \u062f\u0631 \u0627\u06cc\u0646 \u0628\u062e\u0634 \u0627\u0646\u0648\u0627\u0639 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645. \u0645\u0633\u0627\u0626\u0644 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647\u200c\u0637\u0648\u0631 \u06a9\u0644\u06cc \u0628\u0647 \u062f\u0648 \u062f\u0633\u062a\u0647 \u0627\u0635\u0644\u06cc \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc (Classification) \u0648 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 (Regression) \u062a\u0642\u0633\u06cc\u0645 \u06a9\u0631\u062f. <br>\u0627\u0646\u062a\u062e\u0627\u0628 \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0648 \u0631\u0648\u0634 \u0628\u0647 \u0646\u0648\u0639 \u0645\u0633\u0626\u0644\u0647 \u0648 \u062e\u0631\u0648\u062c\u06cc \u0645\u0648\u0631\u062f \u0627\u0646\u062a\u0638\u0627\u0631 \u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u062f. \u0627\u06af\u0631 \u0647\u062f\u0641\u060c \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u06cc\u06a9 \u062f\u0633\u062a\u0647 \u06cc\u0627 \u0628\u0631\u0686\u0633\u0628 \u0645\u0634\u062e\u0635 \u0628\u0627\u0634\u062f\u060c \u0627\u0632 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u0645\u0627 \u0627\u06af\u0631 \u0647\u062f\u0641\u060c \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u06cc\u06a9 \u0645\u0642\u062f\u0627\u0631 \u0639\u062f\u062f\u06cc \u0648 \u067e\u06cc\u0648\u0633\u062a\u0647 \u0628\u0627\u0634\u062f\u060c \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u06af\u0632\u06cc\u0646\u0647 \u0645\u0646\u0627\u0633\u0628\u200c\u062a\u0631\u06cc \u0627\u0633\u062a.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"748\" height=\"478\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/main-types-of-supervised-learning.webp\" alt=\"\u0646\u0645\u0627\u06cc\u0634 \u062f\u0648 \u0634\u0627\u062e\u0647 \u0627\u0635\u0644\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0634\u0627\u0645\u0644 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc (Classification) \u0648 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 (Regression) \u0648 \u062a\u0641\u0627\u0648\u062a \u06a9\u0627\u0631\u0628\u0631\u062f \u0647\u0631\u06a9\u062f\u0627\u0645 \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646.\" class=\"wp-image-26259\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/main-types-of-supervised-learning.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/main-types-of-supervised-learning-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<p><br>\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u062a\u0641\u0627\u0648\u062a \u0627\u06cc\u0646 \u062f\u0648 \u062f\u0633\u062a\u0647\u060c \u0628\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0645\u0646\u0627\u0633\u0628 \u0648 \u0637\u0631\u0627\u062d\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642\u200c\u062a\u0631 \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062c\u062f\u0648\u0644 \u0632\u06cc\u0631 \u062a\u0641\u0627\u0648\u062a \u0627\u06cc\u0646 \u0631\u0648 \u062f\u0633\u062a\u0647 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>\u0648\u06cc\u0698\u06af\u06cc<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>\u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc <\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 <\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>\u0647\u062f\u0641 <\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u0647\u0627 \u06cc\u0627 \u06a9\u0644\u0627\u0633\u200c\u0647\u0627\u06cc \u06af\u0633\u0633\u062a\u0647 \u0648 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc\u200c\u0634\u062f\u0647<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0645\u0642\u0627\u062f\u06cc\u0631 \u0639\u062f\u062f\u06cc \u0648 \u067e\u06cc\u0648\u0633\u062a\u0647<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>\u0646\u0648\u0639 \u062e\u0631\u0648\u062c\u06cc <\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u062f\u0633\u062a\u0647\u200c\u0647\u0627 \u06cc\u0627 \u06a9\u0644\u0627\u0633\u200c\u0647\u0627 (\u0645\u0627\u0646\u0646\u062f: \u00ab\u0647\u0631\u0632\u0646\u0627\u0645\u0647\/\u063a\u06cc\u0631\u0647\u0631\u0632\u0646\u0627\u0645\u0647\u00bb\u060c \u00ab\u06af\u0631\u0628\u0647\/\u0633\u06af\u00bb\u060c \u00abA\/B\/C\u00bb)<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0627\u0639\u062f\u0627\u062f \u062d\u0642\u06cc\u0642\u06cc (\u0645\u0627\u0646\u0646\u062f: \u06f1\u06f5\u06f0\u06f0\u06f0\u06f0\u060c \u06f2\u06f5.\u06f7 \u06cc\u0627 \u06f0.\u06f8\u06f5)<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>\u0646\u0648\u0639 \u0645\u0633\u0626\u0644\u0647<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0648\u062f\u0648\u06cc\u06cc\u060c \u0686\u0646\u062f\u06a9\u0644\u0627\u0633\u0647 \u0648 \u0686\u0646\u062f\u0628\u0631\u0686\u0633\u0628\u06cc<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062e\u0637\u06cc \u0633\u0627\u062f\u0647\u060c \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062e\u0637\u06cc \u0686\u0646\u062f\u0645\u062a\u063a\u06cc\u0631\u0647\u060c \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0686\u0646\u062f\u062c\u0645\u0644\u0647\u200c\u0627\u06cc \u0648 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0686\u0646\u062f\u0645\u062a\u063a\u06cc\u0631\u0647<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0631\u0627\u06cc\u062c <\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0644\u062c\u0633\u062a\u06cc\u06a9\u060c \u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645\u060c \u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u060c \u0646\u0632\u062f\u06cc\u06a9\u200c\u062a\u0631\u06cc\u0646 \u0647\u0645\u0633\u0627\u06cc\u0647\u200c\u0647\u0627\u060c \u062c\u0646\u06af\u0644 \u062a\u0635\u0627\u062f\u0641\u06cc\u060c \u0628\u06cc\u0632 \u0633\u0627\u062f\u0647 <\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062e\u0637\u06cc\u060c \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0686\u0646\u062f\u062c\u0645\u0644\u0647\u200c\u0627\u06cc\u060c \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0631\u06cc\u062c\u060c \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0644\u0627\u0633\u0648\u060c \u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646\u060c \u062c\u0646\u06af\u0644 \u062a\u0635\u0627\u062f\u0641\u06cc \u0631\u06af\u0631\u0633\u06cc\u0648\u0646<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>\u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc <\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u062f\u0642\u062a (Accuracy)\u060c Precision\u060c Recall\u060c \u0627\u0645\u062a\u06cc\u0627\u0632 F1 (F1-Score)\u060c \u0645\u0627\u062a\u0631\u06cc\u0633 \u062f\u0631\u0647\u0645\u200c\u0631\u06cc\u062e\u062a\u06af\u06cc (Confusion Matrix)\u060c ROC-AUC<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0642\u062f\u0631 \u0645\u0637\u0644\u0642 \u062e\u0637\u0627 (MAE)\u060c \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0645\u0631\u0628\u0639\u0627\u062a \u062e\u0637\u0627 (MSE)\u060c \u0631\u06cc\u0634\u0647 \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0645\u0631\u0628\u0639\u0627\u062a \u062e\u0637\u0627 (RMSE)\u060c \u0636\u0631\u06cc\u0628 \u062a\u0639\u06cc\u06cc\u0646 (R\u00b2)<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>\u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 <\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0645\u062a\u063a\u06cc\u0631 \u0647\u062f\u0641 \u0627\u0632 \u0646\u0648\u0639 \u0627\u0633\u0645\u06cc \u06cc\u0627 \u062a\u0631\u062a\u06cc\u0628\u06cc \u0627\u0633\u062a \u0648 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0627 \u0645\u0633\u0626\u0644\u0647 \u0639\u062f\u0645 \u062a\u0648\u0627\u0632\u0646 \u06a9\u0644\u0627\u0633\u200c\u0647\u0627  \u0633\u0631\u0648\u06a9\u0627\u0631 \u062f\u0627\u0631\u062f.<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0645\u062a\u063a\u06cc\u0631 \u0647\u062f\u0641 \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u0641\u0627\u0635\u0644\u0647\u200c\u0627\u06cc \u06cc\u0627 \u0646\u0633\u0628\u062a\u06cc \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f \u0648 \u0647\u062f\u0641 \u0627\u0635\u0644\u06cc\u060c \u0628\u0647 \u062d\u062f\u0627\u0642\u0644 \u0631\u0633\u0627\u0646\u062f\u0646 \u062e\u0637\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0627\u0633\u062a.<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0631\u0627\u06cc\u062c <\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u062a\u0634\u062e\u06cc\u0635 \u0647\u0631\u0632\u0646\u0627\u0645\u0647\u060c \u062a\u0634\u062e\u06cc\u0635 \u0648 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631\u060c \u062a\u0634\u062e\u06cc\u0635 \u0628\u06cc\u0645\u0627\u0631\u06cc\u060c \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0645\u062a\u0646\u060c \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u062a\u0642\u0644\u0628<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0642\u06cc\u0645\u062a \u062e\u0627\u0646\u0647\u060c \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0642\u06cc\u0645\u062a \u0633\u0647\u0627\u0645\u060c \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u062f\u0645\u0627\u060c \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0645\u06cc\u0632\u0627\u0646 \u0641\u0631\u0648\u0634\u060c \u062a\u0639\u06cc\u06cc\u0646 \u062f\u0648\u0632 \u0645\u0646\u0627\u0633\u0628 \u062f\u0627\u0631\u0648<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0686\u06cc\u0633\u062a \u061f<\/h3>\n\n\n\n<p>\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0631\u06a9\u0627\u0646 \u0627\u0635\u0644\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0645\u0642\u0627\u062f\u06cc\u0631 \u0639\u062f\u062f\u06cc \u0648 \u067e\u06cc\u0648\u0633\u062a\u0647 \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u062f. \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0628\u0647 \u067e\u0631\u0633\u0634\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u00ab\u0686\u0642\u062f\u0631\u061f\u00bb \u06cc\u0627 \u00ab\u0686\u0647 \u062a\u0639\u062f\u0627\u062f\u061f\u00bb \u067e\u0627\u0633\u062e \u0645\u06cc\u200c\u062f\u0647\u062f. \u0647\u062f\u0641 \u06cc\u06a9 \u0645\u062f\u0644 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646\u060c \u062a\u062e\u0645\u06cc\u0646 \u06cc\u06a9 \u0645\u062a\u063a\u06cc\u0631 \u0647\u062f\u0641 \u067e\u06cc\u0648\u0633\u062a\u0647 \u0627\u0633\u062a. <\/p>\n\n\n\n<p>\u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u062f\u0631 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0642\u06cc\u0645\u062a \u06cc\u06a9 \u062e\u0627\u0646\u0647\u060c \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0646\u0648\u0633\u0627\u0646\u0627\u062a \u0628\u0627\u0632\u0627\u0631 \u0633\u0647\u0627\u0645 \u06cc\u0627 \u062a\u0639\u06cc\u06cc\u0646 \u062f\u0648\u0632 \u0645\u0646\u0627\u0633\u0628 \u06cc\u06a9 \u062f\u0627\u0631\u0648 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f. \u0645\u062f\u0644 \u0628\u0627 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062a\u0627\u0631\u06cc\u062e\u06cc \u06a9\u0647 \u062f\u0631 \u0622\u0646\u200c\u0647\u0627 \u0647\u0645 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0648 \u0647\u0645 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0648\u0627\u0642\u0639\u06cc \u0645\u062a\u063a\u06cc\u0631 \u0647\u062f\u0641 \u0645\u0634\u062e\u0635 \u0647\u0633\u062a\u0646\u062f\u060c \u0631\u0627\u0628\u0637\u0647 \u0645\u06cc\u0627\u0646 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u06cc\u0627\u062f \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"748\" height=\"478\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/regression-in-supervised-learning.webp\" alt=\"\u0645\u0639\u0631\u0641\u06cc \u0645\u0641\u0647\u0648\u0645 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0645\u0642\u0627\u062f\u06cc\u0631 \u0639\u062f\u062f\u06cc \u0645\u0627\u0646\u0646\u062f \u0642\u06cc\u0645\u062a\u060c \u0641\u0631\u0648\u0634 \u06cc\u0627 \u062f\u0645\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc.\" class=\"wp-image-26257\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/regression-in-supervised-learning.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/regression-in-supervised-learning-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<p>\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u0648 \u0627\u0631\u0632\u0634\u0645\u0646\u062f\u06cc \u062f\u0627\u0631\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644 \u062f\u0631 \u0639\u0644\u0645 \u0627\u0642\u062a\u0635\u0627\u062f \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0646\u0631\u062e \u0631\u0634\u062f \u062a\u0648\u0644\u06cc\u062f \u0646\u0627\u062e\u0627\u0644\u0635 \u062f\u0627\u062e\u0644 \u06cc\u0627 \u0646\u0631\u062e \u062a\u0648\u0631\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u062f\u0631 \u0639\u0644\u0648\u0645 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\u0635\u0646\u0627\u06cc\u0639 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a.<\/p>\n\n\n\n<p>\u0628\u0631\u0627\u06cc \u0645\u0633\u0627\u0626\u0644 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u0647\u0631\u06a9\u062f\u0627\u0645 \u0628\u0631 \u067e\u0627\u06cc\u0647 \u0627\u0635\u0648\u0644 \u0631\u06cc\u0627\u0636\u06cc \u0645\u062a\u0641\u0627\u0648\u062a\u06cc \u0639\u0645\u0644 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 \u0628\u0631\u0627\u06cc \u0627\u0646\u0648\u0627\u0639 \u062e\u0627\u0635\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u0645\u0633\u0627\u0626\u0644 \u0645\u0646\u0627\u0633\u0628 \u0647\u0633\u062a\u0646\u062f. \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0628\u0647 \u0634\u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0645\u0633\u0626\u0644\u0647 \u0648 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0648\u062f\u060c \u0645\u0646\u0627\u0633\u0628\u200c\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0633\u0627\u0632\u06cc \u0648 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f. \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0627\u0632 \u0627\u0646\u0648\u0627\u0639 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062e\u0637\u06cc<\/li>\n\n\n\n<li>\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0686\u0646\u062f\u062c\u0645\u0644\u0647\u200c\u0627\u06cc<\/li>\n\n\n\n<li>\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0631\u06cc\u062c \u0648 \u0644\u0627\u0633\u0648<\/li>\n\n\n\n<li>\u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646<\/li>\n\n\n\n<li>\u062c\u0646\u06af\u0644 \u062a\u0635\u0627\u062f\u0641\u06cc \u0628\u0631\u0627\u06cc \u0631\u06af\u0631\u0633\u06cc\u0648\u0646<\/li>\n<\/ul>\n\n\n\n<p>\u0627\u06af\u0631 \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0686\u06cc\u0633\u062a \u0628\u0627 \u0645\u0627 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627\u0634\u06cc\u062f \u0627\u0646\u0648\u0627\u0639 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0631\u0627 \u062a\u0648\u0636\u06cc\u062d \u0645\u06cc\u200c\u062f\u0647\u06cc\u0645.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062e\u0637\u06cc (Linear Regression)<\/strong><\/h4>\n\n\n\n<p>\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062e\u0637\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u0633\u0627\u062f\u0647\u200c\u062a\u0631\u06cc\u0646 \u0648 \u0628\u0646\u06cc\u0627\u062f\u06cc\u200c\u062a\u0631\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0627 \u0628\u0631\u0627\u0632\u0634 \u06cc\u06a9 \u0645\u0639\u0627\u062f\u0644\u0647 \u062e\u0637\u06cc \u0631\u0648\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0634\u0627\u0647\u062f\u0647\u200c\u0634\u062f\u0647\u060c \u0631\u0627\u0628\u0637\u0647 \u0645\u06cc\u0627\u0646 \u0645\u062a\u063a\u06cc\u0631 \u0648\u0627\u0628\u0633\u062a\u0647 \u0648 \u06cc\u06a9 \u06cc\u0627 \u0686\u0646\u062f \u0645\u062a\u063a\u06cc\u0631 \u0645\u0633\u062a\u0642\u0644 \u0631\u0627 \u0645\u062f\u0644\u200c\u0633\u0627\u0632\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. <br>\u0647\u062f\u0641 \u0622\u0646\u060c \u06cc\u0627\u0641\u062a\u0646 \u062e\u0637 \u06cc\u0627 \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0686\u0646\u062f\u0628\u0639\u062f\u06cc\u060c \u0627\u0628\u0631\u0635\u0641\u062d\u0647\u200c\u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u062c\u0645\u0648\u0639 \u0645\u0631\u0628\u0639 \u0627\u062e\u062a\u0644\u0627\u0641 \u0628\u06cc\u0646 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0648\u0627\u0642\u0639\u06cc \u0648 \u0645\u0642\u0627\u062f\u06cc\u0631 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0634\u062f\u0647 \u0631\u0627 \u0628\u0647 \u062d\u062f\u0627\u0642\u0644 \u0628\u0631\u0633\u0627\u0646\u062f. \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062e\u0637\u06cc \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0633\u0627\u062f\u06af\u06cc\u060c \u0633\u0631\u0639\u062a \u0628\u0627\u0644\u0627 \u0648 \u062a\u0641\u0633\u06cc\u0631\u067e\u0630\u06cc\u0631\u06cc \u0645\u0646\u0627\u0633\u0628\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u067e\u0631\u06a9\u0627\u0631\u0628\u0631\u062f\u062a\u0631\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc\u200c\u0634\u0648\u062f. <br>\u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0641\u0631\u0636 \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0645\u06cc\u0627\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 \u0648 \u0645\u062a\u063a\u06cc\u0631 \u0647\u062f\u0641 \u0631\u0627\u0628\u0637\u0647\u200c\u0627\u06cc \u062e\u0637\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u062f\u0631 \u0645\u0633\u0627\u0626\u0644 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u063a\u06cc\u0631\u062e\u0637\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u0637\u0644\u0648\u0628\u06cc \u0646\u062f\u0627\u0631\u062f. \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0641\u0631\u0648\u0634\u060c \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0631\u0648\u0646\u062f\u0647\u0627 \u0648 \u0645\u062f\u0644\u200c\u0633\u0627\u0632\u06cc\u200c\u0647\u0627\u06cc \u0622\u0645\u0627\u0631\u06cc \u0633\u0627\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0686\u0646\u062f\u062c\u0645\u0644\u0647\u200c\u0627\u06cc (Polynomial Regression)<\/strong><\/h4>\n\n\n\n<p>&nbsp;\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0686\u0646\u062f\u062c\u0645\u0644\u0647\u200c\u0627\u06cc \u0646\u0633\u062e\u0647 \u062a\u0648\u0633\u0639\u0647\u200c\u06cc\u0627\u0641\u062a\u0647 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062e\u0637\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0631\u0627\u0628\u0637\u0647 \u0645\u06cc\u0627\u0646 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0645\u0633\u062a\u0642\u0644 \u0648 \u0645\u062a\u063a\u06cc\u0631 \u0648\u0627\u0628\u0633\u062a\u0647 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u0686\u0646\u062f\u062c\u0645\u0644\u0647\u200c\u0627\u06cc \u0645\u062f\u0644\u200c\u0633\u0627\u0632\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u0648\u062f \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u062a\u0648\u0627\u0646\u062f \u0631\u0648\u0627\u0628\u0637 \u063a\u06cc\u0631\u062e\u0637\u06cc \u0648 \u0645\u0646\u062d\u0646\u06cc\u200c\u0634\u06a9\u0644 \u0631\u0627 \u06a9\u0647 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062e\u0637\u06cc \u0642\u0627\u062f\u0631 \u0628\u0647 \u0645\u062f\u0644\u200c\u0633\u0627\u0632\u06cc \u0622\u0646\u200c\u0647\u0627 \u0646\u06cc\u0633\u062a\u060c \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u062f. <br>\u0627\u0644\u0628\u062a\u0647 \u0647\u0631\u0686\u0647 \u062f\u0631\u062c\u0647 \u0686\u0646\u062f\u062c\u0645\u0644\u0647\u200c\u0627\u06cc \u0628\u0632\u0631\u06af\u200c\u062a\u0631 \u0628\u0627\u0634\u062f\u060c \u0627\u062d\u062a\u0645\u0627\u0644 \u0628\u06cc\u0634\u200c\u0628\u0631\u0627\u0632\u0634 \u0646\u06cc\u0632 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u06cc\u0627\u0628\u062f \u0648 \u062a\u0641\u0633\u06cc\u0631 \u0646\u062a\u0627\u06cc\u062c \u0645\u062f\u0644 \u062f\u0634\u0648\u0627\u0631\u062a\u0631 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u062f\u0631 \u0645\u0633\u0627\u0626\u0644\u06cc \u06a9\u0647 \u0631\u0627\u0628\u0637\u0647 \u0645\u06cc\u0627\u0646 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627 \u0645\u0627\u0647\u06cc\u062a\u06cc \u063a\u06cc\u0631\u062e\u0637\u06cc \u062f\u0627\u0631\u062f\u060c \u0645\u0627\u0646\u0646\u062f \u0645\u062f\u0644\u200c\u0633\u0627\u0632\u06cc \u0646\u0631\u062e \u0631\u0634\u062f \u06cc\u0627 \u0628\u0631\u062e\u06cc \u067e\u062f\u06cc\u062f\u0647\u200c\u0647\u0627\u06cc \u0641\u06cc\u0632\u06cc\u06a9\u06cc\u060c \u06a9\u0627\u0631\u0628\u0631\u062f \u0632\u06cc\u0627\u062f\u06cc \u062f\u0627\u0631\u062f.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0631\u06cc\u062c \u0648 \u0644\u0627\u0633\u0648 <\/strong><\/h4>\n\n\n\n<p>\u0627\u06cc\u0646 \u062f\u0648 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u06cc\u0627\u0641\u062a\u0647 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062e\u0637\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u06cc \u0628\u0647 \u0646\u0627\u0645 \u0645\u0646\u0638\u0645\u200c\u0633\u0627\u0632\u06cc (Regularization) \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u0634\u200c\u0647\u0627\u060c \u062c\u0645\u0644\u0647\u200c\u0627\u06cc \u0628\u0647 \u062a\u0627\u0628\u0639 \u0647\u0632\u06cc\u0646\u0647 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u062a\u0627 \u0627\u0632 \u0628\u0632\u0631\u06af \u0634\u062f\u0646 \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u0636\u0631\u0627\u06cc\u0628 \u0645\u062f\u0644 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u0627\u062d\u062a\u0645\u0627\u0644 \u0628\u06cc\u0634\u200c\u0628\u0631\u0627\u0632\u0634 \u0631\u0627 \u06a9\u0627\u0647\u0634 \u062f\u0647\u062f.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0631\u06cc\u062c (Ridge Regression \u06cc\u0627 L2 Regularization):<\/strong> \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u0634\u060c \u062c\u0631\u06cc\u0645\u0647\u200c\u0627\u06cc \u0628\u0631\u0627\u0628\u0631 \u0628\u0627 \u0645\u0631\u0628\u0639 \u0645\u0642\u062f\u0627\u0631 \u0636\u0631\u0627\u06cc\u0628 \u0628\u0647 \u062a\u0627\u0628\u0639 \u0647\u0632\u06cc\u0646\u0647 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647\u060c \u0636\u0631\u0627\u06cc\u0628 \u0645\u062f\u0644 \u0628\u0647 \u0633\u0645\u062a \u0635\u0641\u0631 \u06a9\u0648\u0686\u06a9 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f\u060c \u0627\u0645\u0627 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0647\u06cc\u0686\u200c\u06af\u0627\u0647 \u062f\u0642\u06cc\u0642\u0627\u064b \u0628\u0631\u0627\u0628\u0631 \u0635\u0641\u0631 \u0646\u062e\u0648\u0627\u0647\u0646\u062f \u0634\u062f.<\/li>\n\n\n\n<li><strong>\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0644\u0627\u0633\u0648 (Lasso Regression \u06cc\u0627 L1 Regularization):<\/strong> \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u0634\u060c \u062c\u0631\u06cc\u0645\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0642\u062f\u0631 \u0645\u0637\u0644\u0642 \u0636\u0631\u0627\u06cc\u0628 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0628\u0631\u062e\u0644\u0627\u0641 \u0631\u06cc\u062c\u060c \u0644\u0627\u0633\u0648 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0631\u062e\u06cc \u0636\u0631\u0627\u06cc\u0628 \u0631\u0627 \u06a9\u0627\u0645\u0644\u0627\u064b \u0635\u0641\u0631 \u06a9\u0646\u062f \u0648 \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644\u060c \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0628\u06cc\u0634\u200c\u0628\u0631\u0627\u0632\u0634\u060c \u0646\u0648\u0639\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0648\u06cc\u0698\u06af\u06cc \u0646\u06cc\u0632 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/li>\n<\/ul>\n\n\n\n<p>\u0647\u0631 \u062f\u0648 \u0631\u0648\u0634 \u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u0628\u0644\u0647 \u0628\u0627 \u0647\u0645\u200c\u062e\u0637\u06cc \u0686\u0646\u062f\u06af\u0627\u0646\u0647 (Multicollinearity) \u0645\u06cc\u0627\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u062a\u0639\u0645\u06cc\u0645 \u0645\u062f\u0644 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0624\u062b\u0631 \u0647\u0633\u062a\u0646\u062f. <\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 (Decision Tree Regressor)<\/strong><\/h4>\n\n\n\n<p>&nbsp;\u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0627\u0632 \u0646\u0638\u0631 \u0633\u0627\u062e\u062a\u0627\u0631 \u0634\u0628\u06cc\u0647 \u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645 \u062f\u0631 \u0645\u0633\u0627\u0626\u0644 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0627\u0633\u062a\u060c \u0627\u0645\u0627 \u0628\u0647\u200c\u062c\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u06cc\u06a9 \u06a9\u0644\u0627\u0633\u060c \u06cc\u06a9 \u0645\u0642\u062f\u0627\u0631 \u0639\u062f\u062f\u06cc \u067e\u06cc\u0648\u0633\u062a\u0647 \u0631\u0627 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. <br>\u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645 \u0628\u0627 \u062a\u0642\u0633\u06cc\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u060c \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0634\u0627\u062e\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0647\u062f\u0627\u06cc\u062a \u0648 \u062f\u0631 \u0647\u0631 \u06af\u0631\u0647 \u0646\u0647\u0627\u06cc\u06cc (Leaf Node)\u060c \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0645\u062a\u063a\u06cc\u0631 \u0647\u062f\u0641 \u0631\u0627 \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u062e\u0631\u0648\u062c\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0647\u200c\u0631\u0627\u062d\u062a\u06cc \u0642\u0627\u0628\u0644 \u062f\u0631\u06a9 \u0648 \u0646\u0645\u0627\u06cc\u0634 \u0627\u0633\u062a \u0648 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0631\u0648\u0627\u0628\u0637 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u063a\u06cc\u0631\u062e\u0637\u06cc \u0631\u0627 \u0646\u06cc\u0632 \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u062f. <br>\u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u062f\u0631 \u0635\u0648\u0631\u062a \u0631\u0634\u062f \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062f\u0686\u0627\u0631 \u0628\u06cc\u0634\u200c\u0628\u0631\u0627\u0632\u0634 \u0634\u0648\u062f \u0648 \u0646\u0633\u0628\u062a \u0628\u0647 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062c\u0632\u0626\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062d\u0633\u0627\u0633 \u0628\u0627\u0634\u062f. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u062f\u0631 \u0645\u0633\u0627\u0626\u0644\u06cc \u0645\u0627\u0646\u0646\u062f \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0645\u06cc\u0632\u0627\u0646 \u0647\u0632\u06cc\u0646\u0647\u200c\u06a9\u0631\u062f \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u06cc\u0627 \u0628\u0631\u0622\u0648\u0631\u062f \u0627\u0631\u0632\u0634 \u0627\u0645\u0644\u0627\u06a9 \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u062f.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062c\u0646\u06af\u0644 \u062a\u0635\u0627\u062f\u0641\u06cc \u0628\u0631\u0627\u06cc \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 (Random Forest Regressor)<\/strong><\/h4>\n\n\n\n<p>\u062c\u0646\u06af\u0644 \u062a\u0635\u0627\u062f\u0641\u06cc \u06cc\u06a9 \u0631\u0648\u0634 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u062c\u0645\u06cc\u0639\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647\u200c\u062c\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645\u060c \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u062f\u0631\u062e\u062a \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0631\u0627 \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f \u0648 \u0633\u067e\u0633 \u0628\u0627 \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646\u200c\u06af\u06cc\u0631\u06cc \u0627\u0632 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0647\u0627\u06cc \u0622\u0646\u200c\u0647\u0627\u060c \u0645\u0642\u062f\u0627\u0631 \u0646\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. <br>\u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u0648\u062f \u0627\u062d\u062a\u0645\u0627\u0644 \u0628\u06cc\u0634\u200c\u0628\u0631\u0627\u0632\u0634 \u06a9\u0647 \u062f\u0631 \u062f\u0631\u062e\u062a\u200c\u0647\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645 \u0645\u0646\u0641\u0631\u062f \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f\u060c \u0628\u0647 \u0645\u06cc\u0632\u0627\u0646 \u0642\u0627\u0628\u0644\u200c\u062a\u0648\u062c\u0647\u06cc \u06a9\u0627\u0647\u0634 \u06cc\u0627\u0628\u062f \u0648 \u062f\u0642\u062a \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f. <br>\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062c\u0646\u06af\u0644 \u062a\u0635\u0627\u062f\u0641\u06cc \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u0646\u0648\u06cc\u0632 \u0645\u0642\u0627\u0648\u0645 \u0627\u0633\u062a\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u0648\u06cc\u0698\u06af\u06cc \u0631\u0627 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u0645\u06cc\u0632\u0627\u0646 \u0627\u0647\u0645\u06cc\u062a \u0647\u0631 \u0648\u06cc\u0698\u06af\u06cc \u0631\u0627 \u0646\u06cc\u0632 \u0645\u0634\u062e\u0635 \u0645\u06cc\u200c\u06a9\u0646\u062f. <br>\u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u062a\u0631\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0645\u0633\u0627\u0626\u0644 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0628\u0647 \u0634\u0645\u0627\u0631 \u0645\u06cc\u200c\u0631\u0648\u062f \u0648 \u062f\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0642\u06cc\u0645\u062a \u0633\u0647\u0627\u0645\u060c \u0628\u0631\u0622\u0648\u0631\u062f \u0645\u0635\u0631\u0641 \u0627\u0646\u0631\u0698\u06cc \u0648 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u0632\u06cc\u0633\u062a\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f.<\/p>\n\n\n\t<a class=\"abc-course-card abc-course-card--horizontal-default\" href=\"https:\/\/hamrah.academy\/course\/3897?utm_source=banner&#038;utm_medium=blog&#038;utm_campaign=article&#038;utm_ti&#038;utm_term=academy&#038;utm_content=article\" aria-label=\"View course: \u0622\u0645\u0648\u0632\u0634 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0633\u0627\u062e\u062a \u0686\u062a\u200c\u0628\u0627\u062a\" data-course-id=\"3897\" data-course-title=\"\u0622\u0645\u0648\u0632\u0634 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0633\u0627\u062e\u062a \u0686\u062a\u200c\u0628\u0627\u062a\">\n\t\t<div class=\"abc-course-card__image-wrap\">\n\t\t\t\t\t\t\t<img decoding=\"async\" class=\"abc-course-card__image\" src=\"https:\/\/core-storage.hamrah.academy\/academy\/a3b93778-720d-4701-b48f-40517e4f25f5.webp\" alt=\"\u0622\u0645\u0648\u0632\u0634 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0633\u0627\u062e\u062a \u0686\u062a\u200c\u0628\u0627\u062a\">\n\t\t\t\t\t<\/div>\n\t\t<div class=\"abc-course-card__body\">\n\t\t\t\t\t\t\t<div class=\"abc-course-card__meta-row\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"abc-course-card__teacher\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"abc-course-card__teacher-avatar\" src=\"https:\/\/core-storage.hamrah.academy\/academy\/c4330835-16c8-4f90-8976-f84645dfe85d.png\" alt=\"\u0645\u0647\u062f\u06cc \u0686\u0631\u0627\u062e\u0644\u0648\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>\u0645\u0647\u062f\u06cc \u0686\u0631\u0627\u062e\u0644\u0648<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<span class=\"abc-course-card__category\" style=\"background-color:#72BBC4\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<h3 class=\"abc-course-card__title \">\u0622\u0645\u0648\u0632\u0634 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0633\u0627\u062e\u062a \u0686\u062a\u200c\u0628\u0627\u062a<\/h3>\n\t\t\t<div class=\"abc-course-card__meta-row\">\n\t\t\t\t<span>\n    <img decoding=\"async\" class=\"abc-course-card__icon\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-19.svg\" alt=\"\">\n    \n    <span class=\"abc-course-card__rating-score\">\n        \u06f4,\u06f0    <\/span>\n\n     (\u06f2\u06f5 \u0631\u0627\u06cc)<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span><img decoding=\"async\" class=\"abc-course-card__icon\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-18.svg\" alt=\"\"> \u06f2\u06f8\u06f0 \u0646\u0641\u0631<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span><img decoding=\"async\" class=\"abc-course-card__icon\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-16.svg\" alt=\"\"> \u06f1\u06f7\u06f2 \u0633\u0627\u0639\u062a \u0648 \u06f3\u06f4 \u062f\u0642\u06cc\u0642\u0647<\/span>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"abc-course-card__divider\" role=\"separator\" aria-hidden=\"true\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"abc-course-card__price-row\">\n\t\t\t\t\t\t\t\t<div>\n\t\t\t\t\t<!-- \t\t\t\t\t<div class=\"abc-course-card__price\">\u06f1,\u06f0\u06f0\u06f0,\u06f0\u06f0\u06f0 \u062a\u0648\u0645\u0627\u0646<\/div> -->\n\t\t\t\t\t<div class=\"abc-course-card__price\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<span class=\"abc-course-card__more-btn\">\u0628\u06cc\u0634\u062a\u0631<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/a>\n\t\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u0686\u06cc\u0633\u062a \u061f<\/strong><\/h3>\n\n\n\n<p>\u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u067e\u0631\u06a9\u0627\u0631\u0628\u0631\u062f\u062a\u0631\u06cc\u0646 \u0645\u0633\u0627\u0626\u0644 \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u0627\u0633\u062a. \u0647\u062f\u0641 \u0627\u06cc\u0646 \u0631\u0648\u0634\u060c \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u06cc\u06a9 \u0628\u0631\u0686\u0633\u0628 \u06cc\u0627 \u062f\u0633\u062a\u0647 \u0645\u0634\u062e\u0635 \u0628\u0631\u0627\u06cc \u0647\u0631 \u062f\u0627\u062f\u0647 \u0648\u0631\u0648\u062f\u06cc \u0627\u0633\u062a. \u0628\u0631\u062e\u0644\u0627\u0641 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u06a9\u0647 \u062e\u0631\u0648\u062c\u06cc \u0622\u0646 \u0645\u0642\u0627\u062f\u06cc\u0631 \u067e\u06cc\u0648\u0633\u062a\u0647 \u0648 \u0639\u062f\u062f\u06cc \u0627\u0633\u062a\u060c \u062f\u0631 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062e\u0631\u0648\u062c\u06cc \u0645\u062f\u0644 \u0627\u0632 \u062f\u0633\u062a\u0647\u200c\u0647\u0627 \u06cc\u0627 \u06a9\u0644\u0627\u0633\u200c\u0647\u0627\u06cc \u0645\u062c\u0632\u0627 \u062a\u0634\u06a9\u06cc\u0644 \u0645\u06cc\u200c\u0634\u0648\u062f. <\/p>\n\n\n\n<p>\u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u0627\u06cc\u0645\u06cc\u0644\u200c\u0647\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u062f\u0627\u0631\u06cc\u062f \u0648 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f \u0645\u0634\u062e\u0635 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0647\u0631 \u0627\u06cc\u0645\u06cc\u0644 \u062c\u062f\u06cc\u062f (Spam) \u06cc\u0627 (Not Spam) \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u0634\u0646\u0627\u062e\u062a\u0647\u200c\u0634\u062f\u0647\u200c\u062a\u0631\u06cc\u0646 \u0646\u0645\u0648\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u0633\u0626\u0644\u0647 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc\u200c\u0634\u0648\u062f. <br>\u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u0634\u060c \u0645\u062f\u0644 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0645\u06cc\u0644\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u0632 \u0642\u0628\u0644 \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647\u200c\u0627\u0646\u062f (\u0647\u0631\u0632\u0646\u0627\u0645\u0647 \u06cc\u0627 \u063a\u06cc\u0631\u0647\u0631\u0632\u0646\u0627\u0645\u0647)\u060c \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc\u200c\u0628\u06cc\u0646\u062f \u0648 \u067e\u0633 \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u06cc\u0645\u06cc\u0644\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0631\u0627 \u0646\u06cc\u0632 \u0628\u0647\u200c\u062f\u0631\u0633\u062a\u06cc \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u06a9\u0646\u062f.<\/p>\n\n\n\n<p>\u0645\u0633\u0627\u0626\u0644 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u0633\u0647 \u062f\u0633\u062a\u0647 \u0627\u0635\u0644\u06cc \u062a\u0642\u0633\u06cc\u0645 \u06a9\u0631\u062f:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0648\u062f\u0648\u06cc\u06cc (Binary Classification):<\/strong> \u062f\u0631 \u0627\u06cc\u0646 \u0646\u0648\u0639\u060c \u0645\u062f\u0644 \u0628\u0627\u06cc\u062f \u06cc\u06a9\u06cc \u0627\u0632 \u062f\u0648 \u06a9\u0644\u0627\u0633 \u0631\u0627 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u06a9\u0646\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644: \u0628\u0644\u0647 \u06cc\u0627 \u062e\u06cc\u0631\u060c \u062f\u0631\u0633\u062a \u06cc\u0627 \u0646\u0627\u062f\u0631\u0633\u062a. <\/li>\n\n\n\n<li><strong>\u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0686\u0646\u062f\u06a9\u0644\u0627\u0633\u0647 (Multi-class Classification)<\/strong>: \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a\u060c \u062a\u0639\u062f\u0627\u062f \u06a9\u0644\u0627\u0633\u200c\u0647\u0627 \u0628\u06cc\u0634 \u0627\u0632 \u062f\u0648 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u060c \u0627\u0645\u0627 \u0647\u0631 \u0646\u0645\u0648\u0646\u0647 \u0641\u0642\u0637 \u0628\u0647 \u06cc\u06a9 \u06a9\u0644\u0627\u0633 \u062a\u0639\u0644\u0642 \u062f\u0627\u0631\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0645\u062f\u0644\u06cc \u06a9\u0647 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u06cc\u0648\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u062f\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0633\u06cc\u0628\u060c \u0645\u0648\u0632 \u06cc\u0627 \u067e\u0631\u062a\u0642\u0627\u0644 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0686\u0646\u062f\u0628\u0631\u0686\u0633\u0628\u06cc (Multi-label Classification):<\/strong> \u062f\u0631 \u0627\u06cc\u0646 \u0646\u0648\u0639\u060c \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u0628\u0647 \u0686\u0646\u062f \u06a9\u0644\u0627\u0633 \u062a\u0639\u0644\u0642 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0647\u0645 \u0634\u0627\u0645\u0644 \u0633\u06af \u0648 \u0647\u0645 \u06af\u0631\u0628\u0647 \u0628\u0627\u0634\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0627\u06cc\u062f \u0647\u0631 \u062f\u0648 \u0628\u0631\u0686\u0633\u0628 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0622\u0646 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u06a9\u0646\u062f.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"748\" height=\"478\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/classification-in-supervised-learning.webp\" alt=\"\u0645\u0639\u0631\u0641\u06cc \u0645\u0641\u0647\u0648\u0645 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0645\u062f\u0644 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631\u060c \u0646\u0645\u0648\u0646\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0631\u0627 \u062f\u0631 \u062f\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0645\u0634\u062e\u0635 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u062f\u0647\u062f.\" class=\"wp-image-26258\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/classification-in-supervised-learning.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/classification-in-supervised-learning-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<p>\u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639\u06cc \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u0647\u0631\u06a9\u062f\u0627\u0645 \u0628\u0627 \u0631\u0648\u06cc\u06a9\u0631\u062f\u06cc \u0645\u062a\u0641\u0627\u0648\u062a\u060c \u0645\u0631\u0632\u0647\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0631\u0627 \u06cc\u0627\u062f \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f \u0648 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0622\u0646\u200c\u0647\u0627 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f. \u0627\u0646\u062a\u062e\u0627\u0628 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u0647 \u0639\u0648\u0627\u0645\u0644\u06cc \u0645\u0627\u0646\u0646\u062f \u0646\u0648\u0639 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0645\u0633\u0626\u0644\u0647 \u0648 \u0645\u06cc\u0632\u0627\u0646 \u0627\u0647\u0645\u06cc\u062a \u062a\u0641\u0633\u06cc\u0631\u067e\u0630\u06cc\u0631\u06cc \u0645\u062f\u0644 \u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u062f. \u0627\u0632 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u0627\u0646\u0648\u0627\u0639 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0644\u062c\u0633\u062a\u06cc\u06a9<\/li>\n\n\n\n<li>\u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645<\/li>\n\n\n\n<li>\u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646<\/li>\n\n\n\n<li>\u0646\u0632\u062f\u06cc\u06a9\u200c\u062a\u0631\u06cc\u0646 \u0647\u0645\u0633\u0627\u06cc\u0647\u200c\u0647\u0627<\/li>\n\n\n\n<li>\u062c\u0646\u06af\u0644 \u062a\u0635\u0627\u062f\u0641\u06cc<\/li>\n<\/ul>\n\n\n\n<p>\u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0686\u06cc\u0633\u062a \u0628\u0627 \u0631\u0627\u06cc\u062c\u200c\u062a\u0631\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0622\u0634\u0646\u0627 \u0645\u06cc\u200c\u0634\u0648\u06cc\u0645.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0644\u062c\u0633\u062a\u06cc\u06a9 (Logistic Regression)<\/strong><\/h4>\n\n\n\n<p>\u0628\u0627 \u0648\u062c\u0648\u062f \u0627\u06cc\u0646\u06a9\u0647 \u0646\u0627\u0645 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u00ab\u0631\u06af\u0631\u0633\u06cc\u0648\u0646\u00bb \u0627\u0633\u062a\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u067e\u0631\u06a9\u0627\u0631\u0628\u0631\u062f\u062a\u0631\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0627\u0628\u0639 \u0633\u06cc\u06af\u0645\u0648\u06cc\u062f\u060c \u0627\u062d\u062a\u0645\u0627\u0644 \u062a\u0639\u0644\u0642 \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0628\u0647 \u06cc\u06a9 \u06a9\u0644\u0627\u0633 \u062e\u0627\u0635 \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. <\/p>\n\n\n\n<p>\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0644\u062c\u0633\u062a\u06cc\u06a9 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u06cc \u0633\u0627\u062f\u0647\u060c \u0633\u0631\u06cc\u0639 \u0648 \u0642\u0627\u0628\u0644 \u062a\u0641\u0633\u06cc\u0631 \u0627\u0633\u062a \u0648 \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0645\u062f\u0644 \u067e\u0627\u06cc\u0647 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u06a9\u0644\u0627\u0633\u060c \u0627\u062d\u062a\u0645\u0627\u0644 \u062a\u0639\u0644\u0642 \u0647\u0631 \u0646\u0645\u0648\u0646\u0647 \u0628\u0647 \u0647\u0631 \u06a9\u0644\u0627\u0633 \u0631\u0627 \u0646\u06cc\u0632 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n\n\n\n<p>\u0627\u0644\u0628\u062a\u0647 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0641\u0631\u0636 \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0645\u06cc\u0627\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 \u0648 \u0644\u06af\u0627\u0631\u06cc\u062a\u0645 \u0646\u0633\u0628\u062a \u0634\u0627\u0646\u0633 (Log-Odds) \u0631\u0627\u0628\u0637\u0647\u200c\u0627\u06cc \u062e\u0637\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u062f\u0631 \u0645\u0633\u0627\u0626\u0644 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u063a\u06cc\u0631\u062e\u0637\u06cc \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u0637\u0644\u0648\u0628\u06cc \u0646\u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f. \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u06cc\u0645\u06cc\u0644\u200c\u0647\u0627\u06cc \u0647\u0631\u0632\u0646\u0627\u0645\u0647\u060c \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0631\u06cc\u0633\u06a9 \u0627\u0639\u062a\u0628\u0627\u0631\u06cc \u0648 \u062a\u0634\u062e\u06cc\u0635 \u0628\u06cc\u0645\u0627\u0631\u06cc\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. <\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645<\/strong><\/h4>\n\n\n\n<p>\u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645 \u0628\u0627 \u062a\u0642\u0633\u06cc\u0645 \u0645\u062f\u0627\u0648\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u060c \u0633\u0627\u062e\u062a\u0627\u0631\u06cc \u0634\u0628\u06cc\u0647 \u06cc\u06a9 \u062f\u0631\u062e\u062a \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0628\u0647 \u062a\u0635\u0645\u06cc\u0645 \u06cc\u0627 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0646\u0647\u0627\u06cc\u06cc \u0645\u06cc\u200c\u0631\u0633\u062f.<br>\u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0633\u0627\u062e\u062a\u0627\u0631 \u0633\u0627\u062f\u0647 \u0648 \u0642\u0627\u0628\u0644\u200c\u0641\u0647\u0645 \u062e\u0648\u062f\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u062a\u0641\u0633\u06cc\u0631\u067e\u0630\u06cc\u0631\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0647\u0645 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0639\u062f\u062f\u06cc \u0648 \u0647\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc\u200c\u0634\u062f\u0647 \u06a9\u0627\u0631 \u06a9\u0646\u062f \u0648 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0647 \u067e\u06cc\u0634\u200c\u067e\u0631\u062f\u0627\u0632\u0634 \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u0627\u06cc \u0646\u06cc\u0627\u0632 \u0646\u062f\u0627\u0631\u062f. <br>\u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0645\u0627\u0646\u0646\u062f \u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645 \u062f\u0631 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646\u060c \u0627\u06af\u0631 \u062f\u0631\u062e\u062a \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u0631\u0634\u062f \u06a9\u0646\u062f\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062f\u0686\u0627\u0631 \u0628\u06cc\u0634\u200c\u0628\u0631\u0627\u0632\u0634 \u0634\u0648\u062f \u0648 \u0646\u0633\u0628\u062a \u0628\u0647 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062c\u0632\u0626\u06cc \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062d\u0633\u0627\u0633 \u0628\u0627\u0634\u062f. \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0631\u06cc\u0632\u0634 \u0645\u0634\u062a\u0631\u06cc\u0627\u0646\u060c \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u067e\u0632\u0634\u06a9\u06cc \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0631\u0641\u062a\u0627\u0631 \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>&nbsp;\u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 (Support Vector Machine \u06cc\u0627 SVM)<\/strong><\/h4>\n\n\n\n<p>\u0647\u062f\u0641 \u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 \u06cc\u0627\u0641\u062a\u0646 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0628\u0631\u0635\u0641\u062d\u0647 \u0628\u0631\u0627\u06cc \u062c\u062f\u0627\u0633\u0627\u0632\u06cc \u06a9\u0644\u0627\u0633\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u0633\u062a\u060c \u0628\u0647\u200c\u06af\u0648\u0646\u0647\u200c\u0627\u06cc \u06a9\u0647 \u0641\u0627\u0635\u0644\u0647 \u0645\u06cc\u0627\u0646 \u0646\u0632\u062f\u06cc\u06a9\u200c\u062a\u0631\u06cc\u0646 \u0646\u0645\u0648\u0646\u0647\u200c\u0647\u0627\u06cc \u0647\u0631 \u06a9\u0644\u0627\u0633 (\u06a9\u0647 \u0628\u0647 \u0622\u0646\u200c\u0647\u0627 \u0628\u0631\u062f\u0627\u0631\u0647\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 \u06af\u0641\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f) \u062d\u062f\u0627\u06a9\u062b\u0631 \u0628\u0627\u0634\u062f. SVM \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0627 \u0627\u0628\u0639\u0627\u062f \u0628\u0627\u0644\u0627 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0633\u06cc\u0627\u0631 \u062e\u0648\u0628\u06cc \u062f\u0627\u0631\u062f \u0648 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0648\u0627\u0628\u0639 \u06a9\u0631\u0646\u0644 \u0645\u0627\u0646\u0646\u062f \u06a9\u0631\u0646\u0644 \u0634\u0639\u0627\u0639\u06cc \u06cc\u0627 \u0686\u0646\u062f\u062c\u0645\u0644\u0647\u200c\u0627\u06cc\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0631\u0648\u0627\u0628\u0637 \u063a\u06cc\u0631\u062e\u0637\u06cc \u0631\u0627 \u0646\u06cc\u0632 \u0645\u062f\u0644\u200c\u0633\u0627\u0632\u06cc \u06a9\u0646\u062f.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"748\" height=\"478\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/support-vector-machine-3d-visualization.webp\" alt=\"\u0646\u0645\u0627\u06cc\u0634 \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 (SVM) \u0648 \u0646\u062d\u0648\u0647 \u062c\u062f\u0627\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0628\u0631\u0635\u0641\u062d\u0647 \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647.\" class=\"wp-image-26254\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/support-vector-machine-3d-visualization.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/support-vector-machine-3d-visualization-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<p>\u0628\u0627 \u0648\u062c\u0648\u062f \u062f\u0642\u062a \u0628\u0627\u0644\u0627\u060c \u0622\u0645\u0648\u0632\u0634 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0631\u0648\u06cc \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0632\u0645\u0627\u0646\u200c\u0628\u0631 \u0628\u0627\u0634\u062f \u0648 \u062a\u0641\u0633\u06cc\u0631 \u0646\u062a\u0627\u06cc\u062c \u0622\u0646 \u0646\u0633\u0628\u062a \u0628\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0633\u0627\u062f\u0647\u200c\u062a\u0631 \u062f\u0634\u0648\u0627\u0631\u062a\u0631 \u0627\u0633\u062a. \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062f\u0631 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631\u060c \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u0645\u062a\u0648\u0646 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0632\u06cc\u0633\u062a\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. <\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0646\u0632\u062f\u06cc\u06a9\u200c\u062a\u0631\u06cc\u0646 \u0647\u0645\u0633\u0627\u06cc\u0647\u200c\u0647\u0627 (K-Nearest Neighbors \u06cc\u0627 KNN)<\/strong><\/h4>\n\n\n\n<p>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 KNN \u06cc\u06a9\u06cc \u0627\u0632 \u0633\u0627\u062f\u0647\u200c\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u06a9\u0644\u0627\u0633 \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u062c\u062f\u06cc\u062f\u060c k \u0646\u0632\u062f\u06cc\u06a9\u200c\u062a\u0631\u06cc\u0646 \u0646\u0645\u0648\u0646\u0647 \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0631\u0627 \u067e\u06cc\u062f\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u06a9\u0644\u0627\u0633 \u063a\u0627\u0644\u0628 \u0645\u06cc\u0627\u0646 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u062e\u0631\u0648\u062c\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n\n\n\n<p>KNN \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0633\u0627\u062f\u06af\u06cc \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0648 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0645\u062f\u0644\u200c\u0633\u0627\u0632\u06cc \u0645\u0631\u0632\u0647\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645 \u067e\u06cc\u0686\u06cc\u062f\u0647\u060c \u0645\u062d\u0628\u0648\u0628\u06cc\u062a \u0632\u06cc\u0627\u062f\u06cc \u062f\u0627\u0631\u062f. \u0627\u0645\u0627 \u0627\u0632 \u0622\u0646\u062c\u0627 \u06a9\u0647 \u0628\u0627\u06cc\u062f \u062a\u0645\u0627\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u0648 \u0647\u0646\u06af\u0627\u0645 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u062f\u060c \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0633\u0631\u0639\u062a \u06a9\u0645\u062a\u0631\u06cc \u062f\u0627\u0631\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u0622\u0646 \u0628\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u0642\u062f\u0627\u0631 k \u0648 \u0645\u0639\u06cc\u0627\u0631 \u0645\u062d\u0627\u0633\u0628\u0647 \u0641\u0627\u0635\u0644\u0647 \u0648\u0627\u0628\u0633\u062a\u0647 \u0627\u0633\u062a. \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u0631\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u062f\u0647\u0646\u062f\u0647\u060c \u062a\u0634\u062e\u06cc\u0635 \u0627\u0644\u06af\u0648 \u0648 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0646\u0627\u0647\u0646\u062c\u0627\u0631\u06cc\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. <\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062c\u0646\u06af\u0644 \u062a\u0635\u0627\u062f\u0641\u06cc<\/strong><\/h4>\n\n\n\n<p>\u062c\u0646\u06af\u0644 \u062a\u0635\u0627\u062f\u0641\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u062c\u0645\u06cc\u0639\u06cc \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u0647\u200c\u062c\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645\u060c \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645 \u0631\u0627 \u0622\u0645\u0648\u0632\u0634 \u0648 \u0633\u067e\u0633 \u0628\u0627 \u062a\u0631\u06a9\u06cc\u0628 \u0646\u062a\u0627\u06cc\u062c \u0622\u0646\u200c\u0647\u0627\u060c \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0646\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u062f\u0647\u062f. \u062f\u0631 \u0645\u0633\u0627\u0626\u0644 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc\u060c \u06a9\u0644\u0627\u0633 \u0646\u0647\u0627\u06cc\u06cc \u0628\u0631 \u0627\u0633\u0627\u0633 \u0631\u0623\u06cc \u0627\u06a9\u062b\u0631\u06cc\u062a \u062f\u0631\u062e\u062a\u200c\u0647\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u0648 \u062f\u0631 \u0645\u0633\u0627\u0626\u0644 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646\u060c \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0647\u0645\u0647 \u062f\u0631\u062e\u062a\u200c\u0647\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n\n\n\n<p>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u062f\u0631\u062e\u062a \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0627\u062d\u062a\u0645\u0627\u0644 \u0628\u06cc\u0634\u200c\u0628\u0631\u0627\u0632\u0634 \u0646\u0633\u0628\u062a \u0628\u0647 \u06cc\u06a9 \u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645 \u0645\u0646\u0641\u0631\u062f \u0628\u0647\u200c\u0637\u0648\u0631 \u0642\u0627\u0628\u0644\u200c\u062a\u0648\u062c\u0647\u06cc \u06a9\u0627\u0647\u0634 \u06cc\u0627\u0628\u062f \u0648 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u062f\u0642\u062a \u0645\u062f\u0644 \u0646\u06cc\u0632 \u0627\u0641\u0632\u0627\u06cc\u0634 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f. <br>\u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u0646\u0648\u06cc\u0632 \u0645\u0642\u0627\u0648\u0645 \u0627\u0633\u062a \u0648 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u0648\u06cc\u0698\u06af\u06cc \u0631\u0627 \u0628\u0647\u200c\u062e\u0648\u0628\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0646\u062f. \u0627\u0644\u0628\u062a\u0647\u060c \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0633\u0627\u062e\u062a\u0627\u0631 \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631\u060c \u062a\u0641\u0633\u06cc\u0631 \u0646\u062a\u0627\u06cc\u062c \u0622\u0646 \u0646\u0633\u0628\u062a \u0628\u0647 \u06cc\u06a9 \u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645 \u0633\u0627\u062f\u0647 \u062f\u0634\u0648\u0627\u0631\u062a\u0631 \u0627\u0633\u062a \u0648 \u0628\u0647 \u0645\u0646\u0627\u0628\u0639 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f. \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062a\u0642\u0644\u0628 \u062f\u0631 \u062a\u0631\u0627\u06a9\u0646\u0634\u200c\u0647\u0627\u06cc \u0645\u0627\u0644\u06cc\u060c \u062a\u062d\u0644\u06cc\u0644 \u062a\u0635\u0627\u0648\u06cc\u0631 \u067e\u0632\u0634\u06a9\u06cc\u060c \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0631\u0641\u062a\u0627\u0631 \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0648 \u0645\u0633\u0627\u0626\u0644 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n\n\n\t<a class=\"abc-course-card abc-course-card--horizontal-default\" href=\"https:\/\/hamrah.academy\/course\/3169?utm_source=banner&#038;utm_medium=blog&#038;utm_campaign=article&#038;utm_ti&#038;utm_term=academy&#038;utm_content=article\" aria-label=\"View course: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a\" data-course-id=\"3169\" data-course-title=\"\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a\">\n\t\t<div class=\"abc-course-card__image-wrap\">\n\t\t\t\t\t\t\t<img decoding=\"async\" class=\"abc-course-card__image\" src=\"https:\/\/asset.hamrah.academy\/filebrowser\/api\/public\/dl\/rduX5NiG\/minio\/694ca87c-2ea2-46f9-8efc-70b3ae70926cArtboard%201%20copy%207.webp\" alt=\"\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a\">\n\t\t\t\t\t<\/div>\n\t\t<div class=\"abc-course-card__body\">\n\t\t\t\t\t\t\t<div class=\"abc-course-card__meta-row\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"abc-course-card__teacher\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"abc-course-card__teacher-avatar\" src=\"https:\/\/core-storage.hamrah.academy\/academy\/1c6752f4-a8dd-4504-87e9-2935bda19dc4.webp\" alt=\"\u0645\u0635\u0637\u0641\u06cc \u062a\u0648\u0633\u0644\u06cc\u200c\u067e\u0648\u0631\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>\u0645\u0635\u0637\u0641\u06cc \u062a\u0648\u0633\u0644\u06cc\u200c\u067e\u0648\u0631<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<span class=\"abc-course-card__category\" style=\"background-color:#72BBC4\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<h3 class=\"abc-course-card__title \">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a<\/h3>\n\t\t\t<div class=\"abc-course-card__meta-row\">\n\t\t\t\t<span>\n    <img decoding=\"async\" class=\"abc-course-card__icon\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-19.svg\" alt=\"\">\n    \n    <span class=\"abc-course-card__rating-score\">\n        \u06f4,\u06f0    <\/span>\n\n     (\u06f1\u06f3\u06f0 \u0631\u0627\u06cc)<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span><img decoding=\"async\" class=\"abc-course-card__icon\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-18.svg\" alt=\"\"> \u06f8\u06f9\u06f0 \u0646\u0641\u0631<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span><img decoding=\"async\" class=\"abc-course-card__icon\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-16.svg\" alt=\"\"> \u06f7\u06f1\u06f8 \u0633\u0627\u0639\u062a \u0648 \u06f5\u06f0 \u062f\u0642\u06cc\u0642\u0647<\/span>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"abc-course-card__divider\" role=\"separator\" aria-hidden=\"true\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"abc-course-card__price-row\">\n\t\t\t\t\t\t\t\t<div>\n\t\t\t\t\t<!-- \t\t\t\t\t<div class=\"abc-course-card__price\">\u06f1,\u06f3\u06f5\u06f0,\u06f0\u06f0\u06f0 \u062a\u0648\u0645\u0627\u0646<\/div> -->\n\t\t\t\t\t<div class=\"abc-course-card__price\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<span class=\"abc-course-card__more-btn\">\u0628\u06cc\u0634\u062a\u0631<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/a>\n\t\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0632\u0627\u06cc\u0627 \u0648 \u0645\u0639\u0627\u06cc\u0628 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647<\/h2>\n\n\n\n<p>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u062f\u0631 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class=\"wp-block-heading\">\u0645\u0632\u0627\u06cc\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0686\u06cc\u0633\u062a \u061f<\/h3>\n\n\n\n<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u0645\u0632\u0627\u06cc\u0627\u06cc \u0632\u06cc\u0627\u062f\u06cc \u062f\u0627\u0631\u062f \u06a9\u0647 \u0627\u0632 \u0645\u06cc\u0627\u0646 \u0622\u0646\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0622\u0633\u0627\u0646 \u0645\u062f\u0644 \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f. \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u062a\u0639\u062f\u0627\u062f\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0632\u06cc\u062a\u200c\u0647\u0627 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645. <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647\u060c \u0627\u0632 \u0647\u0645\u0627\u0646 \u0627\u0628\u062a\u062f\u0627 \u06a9\u0644\u0627\u0633\u200c\u0647\u0627 \u06cc\u0627 \u062f\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0628\u0647\u200c\u0637\u0648\u0631 \u062f\u0642\u06cc\u0642 \u0645\u0634\u062e\u0635 \u0647\u0633\u062a\u0646\u062f.<\/li>\n\n\n\n<li>\u062f\u0631\u06a9 \u0641\u0631\u0627\u06cc\u0646\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0646\u0633\u0628\u062a\u0627\u064b \u0633\u0627\u062f\u0647 \u0627\u0633\u062a. \u0632\u06cc\u0631\u0627 \u0645\u06cc\u200c\u062f\u0627\u0646\u06cc\u0645 \u0645\u062f\u0644 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc\u200c\u0634\u062f\u0647 \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc\u200c\u0628\u06cc\u0646\u062f. \u062f\u0631 \u0645\u0642\u0627\u0628\u0644\u060c \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a\u060c \u062f\u0631\u06a9 \u0627\u06cc\u0646\u06a9\u0647 \u0645\u062f\u0644 \u062f\u0642\u06cc\u0642\u0627\u064b \u0686\u06af\u0648\u0646\u0647 \u0627\u0644\u06af\u0648\u0647\u0627 \u0631\u0627 \u06a9\u0634\u0641 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u062f\u0634\u0648\u0627\u0631\u062a\u0631 \u0627\u0633\u062a.<\/li>\n\n\n\n<li>\u067e\u06cc\u0634 \u0627\u0632 \u0634\u0631\u0648\u0639 \u0622\u0645\u0648\u0632\u0634\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u062a\u0639\u062f\u0627\u062f \u06a9\u0644\u0627\u0633\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0628\u0647\u200c\u0637\u0648\u0631 \u062f\u0642\u06cc\u0642 \u0645\u0634\u062e\u0635 \u06a9\u0631\u062f.<\/li>\n\n\n\n<li>\u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u062a\u0639\u0631\u06cc\u0641 \u0631\u0648\u0634\u0646\u06cc \u0627\u0632 \u0647\u0631 \u06a9\u0644\u0627\u0633 \u0627\u0631\u0627\u0626\u0647 \u062f\u0627\u062f \u0648 \u0645\u062f\u0644 \u0631\u0627 \u0628\u0647\u200c\u06af\u0648\u0646\u0647\u200c\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f \u06a9\u0647 \u0645\u0631\u0632 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u062f\u0642\u06cc\u0642\u06cc \u0628\u0631\u0627\u06cc \u062a\u0641\u06a9\u06cc\u06a9 \u06a9\u0644\u0627\u0633\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u062f.<\/li>\n\n\n\n<li>\u067e\u0633 \u0627\u0632 \u067e\u0627\u06cc\u0627\u0646 \u0641\u0631\u0627\u06cc\u0646\u062f \u0622\u0645\u0648\u0632\u0634\u060c 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\u06a9\u0631\u062f:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0628\u0631\u062e\u0644\u0627\u0641 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a\u060c \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06cc\u0627 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0646\u0627\u0634\u0646\u0627\u062e\u062a\u0647 \u0631\u0627 \u0628\u0647\u200c\u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u06a9\u0634\u0641 \u06a9\u0646\u062f.<\/li>\n\n\n\n<li>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u0642\u0627\u062f\u0631 \u0646\u06cc\u0633\u062a \u0628\u062f\u0648\u0646 \u062f\u0627\u0634\u062a\u0646 \u0628\u0631\u0686\u0633\u0628\u060c \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0631 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Scikit-learn\u060c \u0646\u0642\u0634 \u0627\u06cc\u0646 \u0632\u0628\u0627\u0646 \u0631\u0627 \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u067e\u0627\u06cc\u0647\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062a\u062b\u0628\u06cc\u062a \u06a9\u0631\u062f\u0647\u200c\u0627\u0646\u062f. <\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"748\" height=\"478\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/importance-of-python.webp\" alt=\"\u0646\u0645\u0627\u06cc\u0634 \u0646\u0642\u0634 \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0648 \u062a\u0648\u0633\u0639\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f Scikit-learn\u060c TensorFlow \u0648 Pandas.\" class=\"wp-image-26252\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/importance-of-python.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/importance-of-python-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<p>\u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0647\u200c\u0637\u0648\u0631 \u06a9\u0644\u06cc \u0627\u0632 \u06f4 \u0645\u0631\u062d\u0644\u0647 \u0627\u0635\u0644\u06cc \u062a\u0634\u06a9\u06cc\u0644 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646\u060c \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0631\u0627\u062d\u0644 \u062a\u0648\u0633\u0637 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0648 \u062a\u0648\u0633\u0639\u0647\u200c\u06cc\u0627\u0641\u062a\u0647\u200c\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u0634\u0648\u0646\u062f:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0645\u0631\u062d\u0644\u0647 \u0627\u0648\u0644 \u2013 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u0648 \u0622\u0645\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627:<\/strong> \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc NumPy \u0648 Pandas \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/li>\n\n\n\n<li><strong>\u0645\u0631\u062d\u0644\u0647 \u062f\u0648\u0645 \u2013 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u062f\u0644 \u06cc\u0627 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0645\u0646\u0627\u0633\u0628:<\/strong> \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Scikit-learn \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0648 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/li>\n\n\n\n<li><strong>\u0645\u0631\u062d\u0644\u0647 \u0633\u0648\u0645 \u2013 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062a\u0627\u0631\u06cc\u062e\u06cc:<\/strong> \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0646\u06cc\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Scikit-learn \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0628\u0647 \u06a9\u0627\u0631 \u0645\u06cc\u200c\u0631\u0648\u062f.<\/li>\n\n\n\n<li><strong>\u0645\u0631\u062d\u0644\u0647 \u0686\u0647\u0627\u0631\u0645 \u2013 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0646\u062a\u0627\u06cc\u062c \u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u062f\u0642\u062a \u0645\u062f\u0644:<\/strong> \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u0645\u062f\u0644 \u0622\u0645\u0648\u0632\u0634\u200c\u062f\u06cc\u062f\u0647 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0648 \u0645\u06cc\u0632\u0627\u0646 \u062f\u0642\u062a \u0622\u0646 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f. \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc Matplotlib \u0648 Scikit-learn \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0648\u0631\u062f\u0646\u06cc\u0627\u0632 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u062b\u0627\u0644 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627 Scikit-learn<\/h3>\n\n\n\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0645\u0641\u0627\u0647\u06cc\u0645 \u062a\u0626\u0648\u0631\u06cc \u0631\u0627 \u062f\u0631 \u0639\u0645\u0644 \u0628\u0647 \u06a9\u0627\u0631 \u0628\u06af\u06cc\u0631\u06cc\u0645 \u0648 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <a href=\"https:\/\/hamrah.academy\/blog\/what-is-python\/\" id=\"https:\/\/hamrah.academy\/blog\/what-is-python\/\">\u067e\u0627\u06cc\u062a\u0648\u0646 <\/a>\u0648 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0631\u06a9\u0627\u0631\u0628\u0631\u062f Scikit-learn\u060c \u06cc\u06a9 \u0645\u062f\u0644 \u06a9\u0627\u0645\u0644 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0628\u0633\u0627\u0632\u06cc\u0645. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644 \u0627\u0632 \u062f\u06cc\u062a\u0627\u0633\u062a \u0645\u0639\u0631\u0648\u0641 Iris \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u0646\u0645\u0648\u0646\u0647\u200c\u0647\u0627\u06cc \u06a9\u0644\u0627\u0633\u06cc\u06a9 \u0628\u0631\u0627\u06cc \u0645\u0633\u0627\u0626\u0644 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0686\u0646\u062f\u06a9\u0644\u0627\u0633\u0647 \u0628\u0647 \u062d\u0633\u0627\u0628 \u0645\u06cc\u200c\u0622\u06cc\u062f. \u0647\u062f\u0641 \u0645\u062f\u0644\u060c \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u06af\u0648\u0646\u0647 \u06af\u0644 \u0632\u0646\u0628\u0642 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0627\u0646\u062f\u0627\u0632\u0647\u200c\u06af\u06cc\u0631\u06cc\u200c\u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u06a9\u0627\u0633\u0628\u0631\u06af \u0648 \u06af\u0644\u0628\u0631\u06af \u0622\u0646 \u0627\u0633\u062a.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"748\" height=\"478\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/python-role-in-supervised-learning.webp\" alt=\"\u062c\u0627\u06cc\u06af\u0627\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647\u060c \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644\u200c\u0647\u0627 \u0648 \u062a\u0648\u0633\u0639\u0647 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc.\" class=\"wp-image-26253\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/python-role-in-supervised-learning.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/python-role-in-supervised-learning-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644\u060c \u0645\u0631\u0627\u062d\u0644 \u0645\u062e\u062a\u0644\u0641 \u0627\u0632 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0648 \u062a\u0642\u0633\u06cc\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0628\u0627 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0644\u062c\u0633\u062a\u06cc\u06a9\u060c \u0627\u0646\u062c\u0627\u0645 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u067e\u06cc\u0634\u200c\u062a\u0631 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0631\u062f\u06cc\u0645\u060c \u0642\u062f\u0645\u200c\u0628\u0647\u200c\u0642\u062f\u0645 \u0637\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f. \u0647\u062f\u0641\u060c \u0627\u0631\u0627\u0626\u0647 \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0648\u0627\u0636\u062d \u0648 \u0642\u0627\u0628\u0644 \u0627\u062c\u0631\u0627\u0633\u062a \u06a9\u0647 \u0628\u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0622\u0646 \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u0627\u0644\u06af\u0648\u06cc\u06cc \u0628\u0631\u0627\u06cc \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u0633\u0627\u0626\u0644 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n\n\n<figure class=\"abc-code-box abc-code-box--line-numbers abc-code-box--expandable\" data-language=\"python\" style=\"--abc-code-max-height:480px\"><figcaption class=\"abc-code-box__header\"><span class=\"abc-code-box__identity\"><span class=\"abc-code-box__language-dot\" aria-hidden=\"true\"><\/span><span class=\"abc-code-box__language\">Python<\/span><\/span><span class=\"abc-code-box__actions\"><button type=\"button\" class=\"abc-code-box__button abc-code-box__copy\" data-copy-label=\"\u06a9\u067e\u06cc\" data-copied-label=\"\u06a9\u067e\u06cc \u0634\u062f\">\u06a9\u067e\u06cc<\/button><button type=\"button\" class=\"abc-code-box__button abc-code-box__expand\" aria-expanded=\"false\" data-expand-label=\"\u0646\u0645\u0627\u06cc\u0634 \u06a9\u0627\u0645\u0644\" data-collapse-label=\"\u0646\u0645\u0627\u06cc\u0634 \u06a9\u0645\u062a\u0631\" hidden>\u0646\u0645\u0627\u06cc\u0634 \u06a9\u0627\u0645\u0644<\/button><\/span><\/figcaption><div class=\"abc-code-box__viewport\">\n<pre aria-label=\"Python code example\" dir=\"ltr\" class=\"wp-block-code abc-code-box__pre\"><code class=\"abc-code-box__code language-python\" data-language=\"python\"># Import necessary libraries\nimport numpy as np\nimport pandas as pd\nfrom sklearn.datasets import load_iris\nfrom sklearn.model_selection import train_test_split\nfrom sklearn.linear_model import LogisticRegression\nfrom sklearn.metrics import classification_report, confusion_matrix, accuracy_score\nimport matplotlib.pyplot as plt\nimport seaborn as sns\n\n# Load the Iris dataset\n# The Iris dataset is a classic multi-class classification dataset.\n# It contains 150 samples of iris flowers, with 4 features and 3 target classes (species).\niris = load_iris()\nX = iris.data  # Features (sepal length, sepal width, petal length, petal width)\ny = iris.target # Target (species: 0, 1, 2 representing setosa, versicolor, virginica)\n\n# Display basic information about the dataset\nprint(\"Features shape:\", X.shape)\nprint(\"Target shape:\", y.shape)\nprint(\"Target names:\", iris.target_names)\n\n# Split the dataset into training and testing sets\n# We use 80% of the data for training and 20% for testing.\n# stratify=y ensures that the proportion of target classes is the same in both train and test sets.\n# random_state for reproducibility.\nX_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42, stratify=y)\n\nprint(f\"Training set size: {X_train.shape&#091;0]} samples\")\nprint(f\"Testing set size: {X_test.shape&#091;0]} samples\")\n\n# Initialize and train a Logistic Regression model\n# Logistic Regression is a good baseline for classification tasks.\n# max_iter is increased to ensure convergence for some datasets.\nmodel = LogisticRegression(max_iter=200, random_state=42)\nmodel.fit(X_train, y_train)\n\n# Make predictions on the test set\ny_pred = model.predict(X_test)\n\n# Evaluate the model's performance\nprint(\"\\n--- Model Evaluation ---\")\n\n# Accuracy Score\naccuracy = accuracy_score(y_test, y_pred)\nprint(f\"Accuracy: {accuracy:.4f}\")\n\n# Classification Report\n# Provides precision, recall, f1-score, and support for each class.\nprint(\"\\nClassification Report:\")\nprint(classification_report(y_test, y_pred, target_names=iris.target_names))\n\n# Confusion Matrix\n# Visualizes the performance of an algorithm, showing true vs. predicted labels.\ncm = confusion_matrix(y_test, y_pred)\nprint(\"\\nConfusion Matrix:\")\nprint(cm)\n\n# Plotting the Confusion Matrix for better visualization\nplt.figure(figsize=(8, 6))\nsns.heatmap(cm, annot=True, fmt='d', cmap='Blues',\n            xticklabels=iris.target_names, yticklabels=iris.target_names)\nplt.xlabel('Predicted Label')\nplt.ylabel('True Label')\nplt.title('Confusion Matrix for Iris Classification')\nplt.show()\n\n# Example of predicting a single new sample (hypothetical)\n# Let's create a dummy new sample with 4 features\nnew_sample = np.array(&#091;&#091;5.1, 3.5, 1.4, 0.2]]) # Features similar to Iris setosa\npredicted_species_idx = model.predict(new_sample)&#091;0]\npredicted_species_name = iris.target_names&#091;predicted_species_idx]\nprint(f\"\\nPredicted species for new sample {new_sample&#091;0]}: {predicted_species_name}\")\n\n# Get prediction probabilities for the new sample\npredicted_probabilities = model.predict_proba(new_sample)&#091;0]\nprint(f\"Prediction probabilities for new sample: {predicted_probabilities}\")\nfor i, prob in enumerate(predicted_probabilities):\n    print(f\"  {iris.target_names&#091;i]}: {prob:.4f}\")<\/code><\/pre>\n<\/div><\/figure>\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"748\" height=\"478\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/supervised-learning-classification-vs-regression-diagram-2.webp\" alt=\"\u0646\u0645\u0627\u06cc\u0634 \u0645\u0631\u0632\u0647\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u062f\u0631 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u06a9\u0647 \u0646\u062d\u0648\u0647 \u062c\u062f\u0627\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u06a9\u0644\u0627\u0633\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f.\" class=\"wp-image-26250\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/supervised-learning-classification-vs-regression-diagram-2.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/supervised-learning-classification-vs-regression-diagram-2-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u0645\u062b\u0627\u0644 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627 Scikit-learn<\/strong><\/h3>\n\n\n\n<p>\u062d\u0627\u0644 \u06cc\u06a9 \u0645\u062b\u0627\u0644 \u0639\u0645\u0644\u06cc \u0627\u0632 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Scikit-learn \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645. \u0628\u0631\u0627\u06cc \u0633\u0627\u062f\u0647\u200c\u062a\u0631 \u0634\u062f\u0646 \u0645\u062b\u0627\u0644\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0627\u0632 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f \u062a\u0627 \u0628\u062a\u0648\u0627\u0646 \u0631\u0627\u0628\u0637\u0647 \u062e\u0637\u06cc \u0645\u06cc\u0627\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u0645\u06cc\u0632\u0627\u0646 \u0628\u0631\u0627\u0632\u0634 \u0645\u062f\u0644 \u0631\u0627 \u0628\u0647\u200c\u0648\u0636\u0648\u062d \u062f\u06cc\u062f. \u0647\u062f\u0641 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u06cc\u06a9 \u0645\u062a\u063a\u06cc\u0631 \u0647\u062f\u0641 \u067e\u06cc\u0648\u0633\u062a\u0647 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u06cc\u06a9 \u06cc\u0627 \u0686\u0646\u062f \u0648\u06cc\u0698\u06af\u06cc \u0648\u0631\u0648\u062f\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n\n\n\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644\u060c \u0645\u0631\u0627\u062d\u0644 \u0627\u0635\u0644\u06cc \u0634\u0627\u0645\u0644 \u0627\u06cc\u062c\u0627\u062f \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647\u060c \u062a\u0642\u0633\u06cc\u0645 \u0622\u0646 \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0648 \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc\u060c \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062e\u0637\u06cc\u060c \u0627\u0646\u062c\u0627\u0645 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u06a9\u0647 \u067e\u06cc\u0634\u200c\u062a\u0631 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0631\u062f\u06cc\u0645\u060c \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f. <br>\u0647\u0645\u0686\u0646\u06cc\u0646 \u062e\u0637 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0631\u0627 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0628\u0635\u0631\u06cc \u0646\u0645\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u06cc\u0645 \u062a\u0627 \u062f\u0631\u06a9 \u0628\u0647\u062a\u0631\u06cc \u0627\u0632 \u0645\u06cc\u0632\u0627\u0646 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0645\u062f\u0644 \u062f\u0631 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0631\u0648\u0646\u062f \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645. \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644 \u0639\u0645\u0644\u06cc\u060c \u067e\u0627\u06cc\u0647 \u0645\u0646\u0627\u0633\u0628\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062f\u0631 \u0645\u0633\u0627\u0626\u0644 \u0645\u062e\u062a\u0644\u0641\u06cc \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0647\u062f\u0641 \u0622\u0646\u200c\u0647\u0627 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0645\u0642\u0627\u062f\u06cc\u0631 \u067e\u06cc\u0648\u0633\u062a\u0647 \u0627\u0633\u062a.<\/p>\n\n\n\n<p>\u0627\u0628\u062a\u062f\u0627\u060c \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u06cc\u06a9 \u0631\u0648\u0646\u062f \u062e\u0637\u06cc \u0645\u0634\u062e\u0635 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u0645\u0642\u062f\u0627\u0631\u06cc \u0646\u0648\u06cc\u0632 \u062f\u0627\u0631\u0646\u062f. \u0627\u06cc\u0646 \u0634\u0631\u0627\u06cc\u0637 \u062a\u0627 \u062d\u062f\u06cc \u0645\u0634\u0627\u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0627\u0633\u062a. \u0633\u067e\u0633 \u0645\u0631\u0627\u062d\u0644 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0641\u0631\u0627\u06cc\u0646\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0631\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0634\u06a9\u0644 \u062f\u0646\u0628\u0627\u0644 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645: \u062a\u0642\u0633\u06cc\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 LinearRegression\u060c \u0627\u0646\u062c\u0627\u0645 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0648 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc MAE\u060c MSE\u060c RMSE \u0648 R\u00b2 \u0628\u0631\u0627\u06cc \u0633\u0646\u062c\u0634 \u062f\u0642\u062a \u0645\u062f\u0644. \u062f\u0631 \u067e\u0627\u06cc\u0627\u0646 \u0646\u06cc\u0632 \u0628\u0627 \u0646\u0645\u0627\u06cc\u0634 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0648\u0627\u0642\u0639\u06cc \u062f\u0631 \u0645\u0642\u0627\u0628\u0644 \u0645\u0642\u0627\u062f\u06cc\u0631 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0634\u062f\u0647\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0628\u0635\u0631\u06cc \u0648 \u0628\u0647\u062a\u0631\u06cc \u0627\u0632 \u0645\u06cc\u0632\u0627\u0646 \u0628\u0631\u0627\u0632\u0634 \u0645\u062f\u0644 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645.<\/p>\n\n\n<figure class=\"abc-code-box abc-code-box--line-numbers abc-code-box--expandable\" data-language=\"python\" style=\"--abc-code-max-height:480px\"><figcaption class=\"abc-code-box__header\"><span class=\"abc-code-box__identity\"><span class=\"abc-code-box__language-dot\" aria-hidden=\"true\"><\/span><span class=\"abc-code-box__language\">Python<\/span><\/span><span class=\"abc-code-box__actions\"><button type=\"button\" class=\"abc-code-box__button abc-code-box__copy\" data-copy-label=\"\u06a9\u067e\u06cc\" data-copied-label=\"\u06a9\u067e\u06cc \u0634\u062f\">\u06a9\u067e\u06cc<\/button><button type=\"button\" class=\"abc-code-box__button abc-code-box__expand\" aria-expanded=\"false\" data-expand-label=\"\u0646\u0645\u0627\u06cc\u0634 \u06a9\u0627\u0645\u0644\" data-collapse-label=\"\u0646\u0645\u0627\u06cc\u0634 \u06a9\u0645\u062a\u0631\" hidden>\u0646\u0645\u0627\u06cc\u0634 \u06a9\u0627\u0645\u0644<\/button><\/span><\/figcaption><div class=\"abc-code-box__viewport\">\n<pre aria-label=\"Python code example\" dir=\"ltr\" class=\"wp-block-code abc-code-box__pre\"><code class=\"abc-code-box__code language-python\" data-language=\"python\"># Import necessary libraries\nimport numpy as np\nimport pandas as pd\nfrom sklearn.model_selection import train_test_split\nfrom sklearn.linear_model import LinearRegression\nfrom sklearn.metrics import mean_absolute_error, mean_squared_error, r2_score\nimport matplotlib.pyplot as plt\nimport seaborn as sns\n\n# Generate a synthetic dataset for regression\n# We'll create a simple linear relationship with some random noise.\nnp.random.seed(42) # for reproducibility\nX = 2 * np.random.rand(100, 1) # 100 samples, 1 feature\ny = 4 + 3 * X + np.random.randn(100, 1) # y = 4 + 3x + noise\n\n# Display basic information about the synthetic dataset\nprint(\"Features shape:\", X.shape)\nprint(\"Target shape:\", y.shape)\n\n# Plot the synthetic data to visualize the relationship\nplt.figure(figsize=(10, 6))\nplt.scatter(X, y, color='blue', label='Actual Data Points')\nplt.xlabel('Feature (X)')\nplt.ylabel('Target (y)')\nplt.title('Synthetic Regression Dataset')\nplt.legend()\nplt.grid(True)\nplt.show()\n\n# Split the dataset into training and testing sets\n# We use 80% of the data for training and 20% for testing.\nX_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n\nprint(f\"Training set size: {X_train.shape&#091;0]} samples\")\nprint(f\"Testing set size: {X_test.shape&#091;0]} samples\")\n\n# Initialize and train a Linear Regression model\nmodel = LinearRegression()\nmodel.fit(X_train, y_train)\n\n# Make predictions on the test set\ny_pred = model.predict(X_test)\n\n# Evaluate the model's performance\nprint(\"\\n--- Model Evaluation ---\")\n\n# Mean Absolute Error (MAE)\nmae = mean_absolute_error(y_test, y_pred)\nprint(f\"Mean Absolute Error (MAE): {mae:.4f}\")\n\n# Mean Squared Error (MSE)\nmse = mean_squared_error(y_test, y_pred)\nprint(f\"Mean Squared Error (MSE): {mse:.4f}\")\n\n# Root Mean Squared Error (RMSE)\nrmse = np.sqrt(mse)\nprint(f\"Root Mean Squared Error (RMSE): {rmse:.4f}\")\n\n# R-squared (R2 Score)\nr2 = r2_score(y_test, y_pred)\nprint(f\"R-squared (R2 Score): {r2:.4f}\")\n\n# Print model coefficients\nprint(f\"\\nModel Intercept: {model.intercept_&#091;0]:.4f}\")\nprint(f\"Model Coefficient (slope): {model.coef_&#091;0]&#091;0]:.4f}\")\n\n# Visualize the regression line fit\nplt.figure(figsize=(10, 6))\nplt.scatter(X_test, y_test, color='blue', label='Actual Test Data')\nplt.plot(X_test, y_pred, color='red', linewidth=2, label='Regression Line (Predictions)')\nplt.xlabel('Feature (X)')\nplt.ylabel('Target (y)')\nplt.title('Linear Regression: Actual vs. Predicted Values')\nplt.legend()\nplt.grid(True)\nplt.show()\n\n# Example of predicting a single new sample (hypothetical)\nnew_sample_X = np.array(&#091;&#091;1.5]]) # A new feature value\npredicted_y = model.predict(new_sample_X)&#091;0]&#091;0]\nprint(f\"\\nPredicted target for new sample X={new_sample_X&#091;0]&#091;0]}: {predicted_y:.4f}\")<\/code><\/pre>\n<\/div><\/figure>\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"748\" height=\"478\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/regression-line-fitting.webp\" alt=\"\u0646\u0645\u0627\u06cc\u0634 \u0641\u0631\u0622\u06cc\u0646\u062f \u0628\u0631\u0627\u0632\u0634 \u062e\u0637 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0645\u0642\u0627\u062f\u06cc\u0631 \u067e\u06cc\u0648\u0633\u062a\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0648 \u06cc\u0627\u0641\u062a\u0646 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0631\u0627\u0628\u0637\u0647 \u0628\u06cc\u0646 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627.\" class=\"wp-image-26251\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/regression-line-fitting.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/regression-line-fitting-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0633\u06cc\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0627 \u0622\u06a9\u0627\u062f\u0645\u06cc \u0647\u0645\u0631\u0627\u0647 \u0627\u0648\u0644<\/h2>\n\n\n\n<p>\u0628\u0631\u0627\u06cc \u0648\u0631\u0648\u062f \u0628\u0647 \u062f\u0646\u06cc\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647\u060c \u062f\u0631 \u0622\u06a9\u0627\u062f\u0645\u06cc \u0647\u0645\u0631\u0627\u0647 \u0627\u0648\u0644 \u06cc\u06a9 \u0645\u0633\u06cc\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0633\u0627\u062e\u062a\u0627\u0631\u06cc\u0627\u0641\u062a\u0647 \u0648 \u0645\u0631\u062d\u0644\u0647\u200c\u0627\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a \u062a\u0627 \u0634\u0645\u0627 \u0631\u0627 \u0627\u0632 \u0645\u0641\u0627\u0647\u06cc\u0645 \u067e\u0627\u06cc\u0647 \u062a\u0627 \u0627\u062c\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0647\u0645\u0631\u0627\u0647\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0645\u0633\u06cc\u0631 \u0628\u0647\u200c\u06af\u0648\u0646\u0647\u200c\u0627\u06cc \u062a\u062f\u0648\u06cc\u0646 \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u062a\u06a9\u06cc\u0647 \u0628\u0631 \u0622\u0645\u0648\u0632\u0634\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648 \u067e\u0631\u0648\u0698\u0647\u200c\u0645\u062d\u0648\u0631 \u0622\u06a9\u0627\u062f\u0645\u06cc \u0647\u0645\u0631\u0627\u0647 \u0627\u0648\u0644\u060c \u0628\u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0644\u0627\u0632\u0645 \u0631\u0627 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0627\u0635\u0648\u0644\u06cc \u06a9\u0633\u0628 \u0648 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0631\u0627 \u0637\u0631\u0627\u062d\u06cc \u0648 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n\n\n\n<p>\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0627\u0648\u0644\u060c \u0642\u0628\u0644 \u0627\u0632 \u062f\u0648\u0631\u0647 \u062a\u062e\u0635\u0635\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u0628\u0647\u062a\u0631 \u0627\u0633\u062a \u062f\u0631 \u0686\u0627\u0631\u0686\u0648\u0628 \u0622\u0645\u0648\u0632\u0634\u06cc \u0622\u06a9\u0627\u062f\u0645\u06cc \u0647\u0645\u0631\u0627\u0647 \u0627\u0648\u0644 \u0628\u0627 \u067e\u06cc\u0634\u200c\u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u0636\u0631\u0648\u0631\u06cc \u0645\u0627\u0646\u0646\u062f \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062f\u0631 <a href=\"https:\/\/hamrah.academy\/blog\/artificial-intelligence\/\" id=\"https:\/\/hamrah.academy\/blog\/artificial-intelligence\/\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a> \u0648 <a href=\"https:\/\/hamrah.academy\/blog\/what-is-data-science\/\" id=\"https:\/\/hamrah.academy\/blog\/what-is-data-science\/\">\u0639\u0644\u0648\u0645 \u062f\u0627\u062f\u0647<\/a> \u0648 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646\u060c \u06a9\u0627\u0631 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u067e\u0631\u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0645\u0627\u0646\u0646\u062f NumPy \u0648 Pandas \u0622\u0634\u0646\u0627 \u0634\u0648\u06cc\u062f. \u0627\u06cc\u0646 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627 \u062f\u0631 \u062f\u0648\u0631\u0647\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u0647 \u0622\u06a9\u0627\u062f\u0645\u06cc\u060c \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u0633\u062a\u0648\u0646 \u0627\u0635\u0644\u06cc \u0648\u0631\u0648\u062f \u0628\u0647 \u062f\u0646\u06cc\u0627\u06cc \u062f\u0627\u062f\u0647 \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/p>\n\n\n\n<p>\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u060c \u062f\u0631 \u062f\u0648\u0631\u0647 \u062a\u062e\u0635\u0635\u06cc \u0645\u0641\u0627\u0647\u06cc\u0645 \u06a9\u0644\u06cc\u062f\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0645\u0627\u0646\u0646\u062f \u0622\u0645\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u062a\u0642\u0633\u06cc\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0648 \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc\u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u062f\u0644 \u0645\u0646\u0627\u0633\u0628 \u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644\u200c\u0647\u0627 \u0631\u0627 \u06cc\u0627\u062f \u0645\u06cc\u200c\u06af\u06cc\u0631\u06cc\u062f. \u0633\u067e\u0633 \u0628\u0627 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0645\u0647\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u062f\u0631 \u062f\u0648 \u062d\u0648\u0632\u0647 \u0627\u0635\u0644\u06cc \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0648 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0622\u0634\u0646\u0627 \u0645\u06cc\u200c\u0634\u0648\u06cc\u062f \u0648 \u062f\u0631 \u0642\u0627\u0644\u0628 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\">\u0648\u0628\u06cc\u0646\u0627\u0631 \u0645\u0639\u0631\u0641\u06cc \u0645\u0633\u06cc\u0631 \u0634\u063a\u0644\u06cc \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0648\u0644\u062f ( \u0628\u0627 \u0645\u062d\u0648\u0631\u06cc\u062a \u062a\u0635\u0648\u06cc\u0631)<\/h3>\n\t\t\t<div class=\"abc-course-card__meta-row\">\n\t\t\t\t<span>\n    <img decoding=\"async\" class=\"abc-course-card__icon\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-19.svg\" alt=\"\">\n    \n    <span class=\"abc-course-card__rating-score\">\n        \u06f4,\u06f0    <\/span>\n\n     (\u06f1\u06f9 \u0631\u0627\u06cc)<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span><img decoding=\"async\" class=\"abc-course-card__icon\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-18.svg\" alt=\"\"> \u06f8\u06f9\u06f0 \u0646\u0641\u0631<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span><img decoding=\"async\" class=\"abc-course-card__icon\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-16.svg\" alt=\"\"> \u06f5\u06f1 \u0633\u0627\u0639\u062a \u0648 \u06f3\u06f7 \u062f\u0642\u06cc\u0642\u0647<\/span>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"abc-course-card__divider\" role=\"separator\" aria-hidden=\"true\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"abc-course-card__price-row\">\n\t\t\t\t\t\t\t\t<div>\n\t\t\t\t\t<!-- \t\t\t\t\t<div class=\"abc-course-card__price\">\u0631\u0627\u06cc\u06af\u0627\u0646<\/div> -->\n\t\t\t\t\t<div class=\"abc-course-card__price\">\u0631\u0627\u06cc\u06af\u0627\u0646<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<span class=\"abc-course-card__more-btn\">\u0628\u06cc\u0634\u062a\u0631<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/a>\n\t\n\n\n\n<h2 class=\"wp-block-heading\">&nbsp;\u0646\u062a\u06cc\u062c\u0647\u200c\u06af\u06cc\u0631\u06cc<\/h2>\n\n\n\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628 \u0628\u0647 \u0627\u06cc\u0646 \u067e\u0631\u0633\u0634 \u067e\u0627\u0633\u062e \u062f\u0627\u062f\u06cc\u0645 \u06a9\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0686\u06cc\u0633\u062a \u0648 \u0627\u0646\u0648\u0639 \u0622\u0646 \u06a9\u062f\u0627\u0645 \u0627\u0633\u062a. \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u06a9\u0645\u06a9 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc\u200c\u0634\u062f\u0647\u060c \u0628\u0647 \u0645\u062f\u0644\u200c\u0647\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0627\u0644\u06af\u0648\u0647\u0627\u06cc 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\u0627\u0633\u062a. \u0628\u0627 \u0634\u0646\u0627\u062e\u062a \u0645\u0641\u0627\u0647\u06cc\u0645 \u0627\u0635\u0644\u06cc\u060c \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u062f\u0631\u06a9 \u0628\u0647\u062a\u0631\u06cc \u0627\u0632 \u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f \u0648 \u0627\u0632 \u0627\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9 \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u0645\u062e\u062a\u0644\u0641 \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">&nbsp;\u067e\u0631\u0633\u0634\u200c\u0647\u0627\u06cc \u0645\u062a\u062f\u0627\u0648\u0644 (FAQ)<\/h2>\n\n\n\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0628\u062e\u0634 \u0627\u0632 \u0645\u0637\u0644\u0628 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0686\u06cc\u0633\u062a \u0628\u0647 \u062a\u0639\u062f\u0627\u062f\u06cc \u0627\u0632 \u067e\u0631\u0633\u0634\u200c\u0647\u0627\u06cc \u0645\u062a\u062f\u0627\u0648\u0644 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f \u067e\u0627\u0633\u062e \u0645\u06cc\u200c\u062f\u0647\u06cc\u0645. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u062a\u0641\u0627\u0648\u062a \u0627\u0635\u0644\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0648 \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0686\u06cc\u0633\u062a\u061f<\/h3>\n\n\n\n<p>\u062a\u0641\u0627\u0648\u062a \u0627\u0635\u0644\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u0648 \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u062f\u0631 \u0648\u062c\u0648\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc\u200c\u0634\u062f\u0647 \u0627\u0633\u062a. \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647\u060c \u0645\u062f\u0644 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u0628\u0627 \u067e\u0627\u0633\u062e \u062f\u0631\u0633\u062a \u0645\u0634\u062e\u0635\u060c \u0645\u0627\u0646\u0646\u062f \u062a\u0634\u062e\u06cc\u0635 \u0627\u06cc\u0645\u06cc\u0644\u200c\u0647\u0627\u06cc \u0627\u0633\u067e\u0645 \u06cc\u0627 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0642\u06cc\u0645\u062a \u062e\u0627\u0646\u0647\u060c \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc\u200c\u0628\u06cc\u0646\u062f \u062a\u0627 \u0628\u062a\u0648\u0627\u0646\u062f \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u062f. \u0627\u0645\u0627 \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a\u060c \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0647\u0633\u062a\u0646\u062f \u0648 \u0645\u062f\u0644 \u062e\u0648\u062f\u0634 \u0628\u0631\u0627\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 \u0627\u0644\u06af\u0648\u0647\u0627\u060c \u0634\u0628\u0627\u0647\u062a\u200c\u0647\u0627 \u0648 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0645\u0627\u0646\u0646\u062f \u06af\u0631\u0648\u0647\u200c\u0628\u0646\u062f\u06cc \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0631\u0641\u062a\u0627\u0631 \u062e\u0631\u06cc\u062f\u060c \u062a\u0644\u0627\u0634 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">&nbsp;\u0622\u06cc\u0627 \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u062d\u062a\u0645\u0627\u064b \u0628\u0627\u06cc\u062f \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a \u0639\u0627\u0644\u06cc \u0628\u0644\u062f \u0628\u0627\u0634\u06cc\u0645\u061f<\/h3>\n\n\n\n<p>\u062e\u06cc\u0631\u060c \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u0644\u0627\u0632\u0645 \u0646\u06cc\u0633\u062a \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a \u062e\u06cc\u0644\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0628\u0644\u062f \u0628\u0627\u0634\u06cc\u062f. \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0627\u0648\u0644\u06cc\u0647 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0622\u0645\u0627\u062f\u0647\u060c \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0645\u0628\u0627\u062d\u062b\u06cc \u0645\u0627\u0646\u0646\u062f \u0622\u0645\u0627\u0631 \u067e\u0627\u06cc\u0647\u060c \u0627\u062d\u062a\u0645\u0627\u0644\u060c \u062c\u0628\u0631 \u062e\u0637\u06cc \u0633\u0627\u062f\u0647 \u0648 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627 \u06a9\u0627\u0641\u06cc \u0627\u0633\u062a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0646\u0627\u0628\u0639 <\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.programming-partner.com\/blog\/supervised-learning-classification-vs-regression-python\" id=\"https:\/\/www.programming-partner.com\/blog\/supervised-learning-classification-vs-regression-python\" target=\"_blank\" rel=\"noreferrer noopener\">programming partner<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.ibm.com\/think\/topics\/supervised-learning\" id=\"https:\/\/www.ibm.com\/think\/topics\/supervised-learning\" target=\"_blank\" rel=\"noreferrer noopener\">IBM<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/pythonistaplanet.com\/pros-and-cons-of-supervised-machine-learning\/\" id=\"https:\/\/pythonistaplanet.com\/pros-and-cons-of-supervised-machine-learning\/\" target=\"_blank\" rel=\"noreferrer noopener\">pythonista planet<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.grammarly.com\/blog\/ai\/what-is-supervised-learning\/#3\" id=\"https:\/\/www.grammarly.com\/blog\/ai\/what-is-supervised-learning\/#3\" target=\"_blank\" rel=\"noreferrer noopener\">grammarly<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 (Supervised Learning) \u06cc\u06a9\u06cc \u0627\u0632 \u067e\u0627\u06cc\u0647\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0645\u062f\u0631\u0646 \u0628\u0647 \u0634\u0645\u0627\u0631 \u0645\u06cc\u200c\u0631\u0648\u062f \u0648 \u0627\u0633\u0627\u0633 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0632\u0646\u062f\u06af\u06cc \u0631\u0648\u0632\u0645\u0631\u0647 \u0645\u0627\u060c \u0627\u0632 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u0647\u0627\u06cc \u0634\u062e\u0635\u06cc\u200c\u0633\u0627\u0632\u06cc\u200c\u0634\u062f\u0647 \u062f\u0631 \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u062a\u0634\u062e\u06cc\u0635\u200c\u0647\u0627\u06cc 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