{"id":770,"date":"2025-11-14T16:51:07","date_gmt":"2025-11-14T13:21:07","guid":{"rendered":"https:\/\/merfan.com\/fa\/?p=770"},"modified":"2026-02-11T17:54:51","modified_gmt":"2026-02-11T14:24:51","slug":"breaking-human-mind-limitations-in-machine-learning","status":"publish","type":"post","link":"https:\/\/merfan.com\/fa\/breaking-human-mind-limitations-in-machine-learning\/","title":{"rendered":"\u0639\u0628\u0648\u0631 \u0627\u0632 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0630\u0647\u0646 \u0627\u0646\u0633\u0627\u0646 \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646"},"content":{"rendered":"\n<p>\u062f\u0631 \u0646\u0648\u0634\u062a\u0647\u200c\u0647\u0627\u06cc \u0642\u0628\u0644\u06cc \u0628\u0627 \u0686\u0646\u062f \u0645\u062b\u0627\u0644 \u0634\u0631\u062d \u062f\u0627\u062f\u0645 \u06a9\u0647 \u0645\u062f\u0644 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u062f\u0631 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\u0639\u0645\u0648\u062f\u06cc\u060c \u0633\u0637\u062d \u0622\u0628 \u0631\u0648\u062f\u062e\u0627\u0646\u0647 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f (\u0645\u062a\u063a\u06cc\u0631 \u0648\u0627\u0628\u0633\u062a\u0647). \u062f\u0648 \u0645\u062d\u0648\u0631 \u062f\u06cc\u06af\u0631 \u0634\u0645\u0627\u0631\u0647 \u0631\u0648\u0632 (d) \u0648 \u0645\u06cc\u0632\u0627\u0646 \u0628\u0627\u0631\u0634 (r) \u0631\u0627 (\u0628\u0647 \u0645\u06cc\u0644\u06cc\u200c\u0645\u062a\u0631 \u0645\u0631\u0628\u0639) \u0646\u0645\u0627\u06cc\u0646\u062f\u06af\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f (\u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0645\u0633\u062a\u0642\u0644). \u062f\u0631 \u0627\u06cc\u0646 \u0646\u0645\u0648\u062f\u0627\u0631\u060c \u0628\u0631\u0627\u06cc \u0647\u0631 \u0641\u0635\u0644 \u0633\u0627\u0644\u060c \u0627\u0632 \u06cc\u06a9 \u0631\u0646\u06af \u0645\u062a\u0645\u0627\u06cc\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0647\u200c\u0627\u0645.<\/p>\n\n\n\n<p>\u0628\u0631\u062e\u0644\u0627\u0641 \u062f\u0648 \u0645\u062b\u0627\u0644 \u0627\u0648\u0644\u060c \u0648\u0627\u0636\u062d \u0627\u0633\u062a \u06a9\u0647 \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u062e\u0637\u06cc \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0631 \u0646\u0642\u0627\u0637 \u0628\u0627\u0644\u0627 \u0645\u0646\u0637\u0628\u0642 \u0634\u0648\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u0627\u06cc\u062f \u0627\u0632 \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u063a\u06cc\u0631\u062e\u0637\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645\u061b \u0645\u062b\u0644\u0627 \u0686\u06cc\u0632\u06cc \u0634\u0628\u06cc\u0647 \u0628\u0647 \u0627\u06cc\u0646 \u062a\u0627\u0628\u0639:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>f(d,r) = w<sub>0<\/sub>\u200b + w<sub>1<\/sub>\u200bd + w<sub>2<\/sub>\u200br + w<sub>3<\/sub>\u200bd<sup>2<\/sup> + w<sub>4<\/sub>\u200br<sup>2<\/sup> + w<sub>5<\/sub>\u200b(d\u00d7r)<\/code><\/pre>\n\n\n\n<p>\u0627\u06cc\u0646 \u062a\u0627\u0628\u0639 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0628\u0647 \u0646\u0638\u0631 \u0628\u0631\u0633\u062f. \u0627\u0645\u0627 \u0645\u0648\u0636\u0648\u0639 \u0628\u0633\u06cc\u0627\u0631 \u0633\u0627\u062f\u0647 \u0627\u0633\u062a! \u062f\u0631 \u062a\u0627\u0628\u0639 \u0628\u0627\u0644\u0627\u060c d \u06cc\u0639\u0646\u06cc \u062a\u0639\u062f\u0627\u062f \u0631\u0648\u0632 \u0648 r \u06cc\u0639\u0646\u06cc \u0645\u06cc\u0632\u0627\u0646 \u0628\u0627\u0631\u0646\u062f\u06af\u06cc. w<sub>0<\/sub> \u062a\u0627 w<sub>5<\/sub> \u0634\u0628\u06cc\u0647 \u0628\u0647 \u0686\u0646\u062f \u062c\u0627\u06cc \u062e\u0627\u0644\u06cc \u0647\u0633\u062a\u0646\u062f\u061b \u062c\u0627\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062e\u0648\u062f \u0645\u062f\u0644 \u062f\u0631 \u0641\u0631\u0627\u06cc\u0646\u062f \u0622\u0645\u0648\u0632\u0634\u060c \u0628\u0627\u06cc\u062f \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0627 \u0627\u0639\u062f\u0627\u062f \u062b\u0627\u0628\u062a \u067e\u0631 \u06a9\u0646\u062f. \u0627\u06af\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0631\u0627 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645\u060c\u200c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u06cc\u0646 \u062a\u0627\u0628\u0639 \u0631\u0627 \u062a\u0631\u0633\u06cc\u0645 \u06a9\u0646\u06cc\u0645.  \u062f\u0631 \u0627\u06cc\u0646 \u0635\u0648\u0631\u062a\u060c \u0686\u06cc\u0632\u06cc \u0634\u0628\u06cc\u0647 \u0628\u0647 \u0627\u06cc\u0646 \u0635\u0641\u062d\u0647 \u0628\u0646\u0641\u0634\u200c\u0631\u0646\u06af \u0628\u0647 \u062f\u0633\u062a \u0645\u06cc\u200c\u0622\u06cc\u062f:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1187\" height=\"1180\" src=\"https:\/\/merfan.com\/fa\/wp-content\/uploads\/2025\/11\/desicion_surface-1.png\" alt=\"\" class=\"wp-image-776\"\/><\/figure>\n\n\n\n<p>\u0627\u0645\u0627 \u0686\u0637\u0648\u0631 w<sub>0<\/sub> \u062a\u0627 w<sub>5<\/sub> (=\u0645\u0639\u0627\u062f\u0644\u0647 \u0635\u0641\u062d\u0647 \u0628\u0646\u0641\u0634\u200c\u0631\u0646\u06af) \u0631\u0627 \u0628\u0647 \u062f\u0633\u062a \u0628\u06cc\u0627\u0648\u0631\u06cc\u0645\u061f \u067e\u0627\u0633\u062e \u06a9\u0648\u062a\u0627\u0647 \u0648 \u062f\u0645\u200c\u062f\u0633\u062a\u06cc\u200c\u0627\u0634 \u0627\u06cc\u0646 \u0627\u0633\u062a: \u0628\u0627\u06cc\u062f \u0628\u0647 \u0633\u0631\u0627\u063a <a href=\"https:\/\/merfan.com\/fa\/gradient-descent-swiss-army-knife-of-machine-learning\/\" data-type=\"post\" data-id=\"696\">\u0686\u0627\u0642\u0648\u06cc \u0633\u0648\u0626\u06cc\u0633\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a> \u0628\u0631\u0648\u06cc\u0645. \u062f\u0631 \u0627\u06cc\u0646\u200c\u062c\u0627 \u0648\u0627\u0631\u062f \u062c\u0632\u0626\u06cc\u0627\u062a \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0646\u0645\u06cc\u200c\u0634\u0648\u0645\u061b \u0686\u0631\u0627 \u06a9\u0647 \u0631\u0633\u0627\u0644\u062a \u0627\u06cc\u0646 \u0646\u0648\u0634\u062a\u0647\u060c \u0627\u0631\u0627\u0626\u0647 \u062a\u0648\u0636\u06cc\u062d\u06cc \u06a9\u0644\u06cc \u0627\u0632 \u0646\u062d\u0648\u0647 \u06a9\u0627\u0631\u06a9\u0631\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a.<\/p>\n\n\n\n<p>\u0627\u06cc\u0646 \u0645\u062b\u0627\u0644 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u062a\u0648\u0627\u0628\u0639 \u063a\u06cc\u0631\u062e\u0637\u06cc \u0686\u0637\u0648\u0631 \u062f\u0631 \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631 \u0628\u0647 \u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u0628\u0627 \u0648\u062c\u0648\u062f \u0627\u06cc\u0646 \u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631\u06cc\u060c \u062d\u062a\u06cc \u062a\u0648\u0627\u0628\u0639 \u063a\u06cc\u0631\u062e\u0637\u06cc \u0647\u0645 \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u067e\u06cc\u0686\u06cc\u062f\u0647\u0654 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u06a9\u0627\u0641\u06cc \u0646\u06cc\u0633\u062a\u0646\u062f. \u0645\u0627 \u062f\u0648\u0633\u062a \u062f\u0627\u0631\u06cc\u0645 \u0645\u0627\u0634\u06cc\u0646\u200c\u0647\u0627 \u0628\u062a\u0648\u0627\u0646\u0646\u062f \u062a\u0641\u0627\u0648\u062a \u0644\u0627\u06a9\u200c\u067e\u0634\u062a \u0648 \u06af\u0648\u0631\u062e\u0631 \u0631\u0627 \u062f\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u0646\u062f. \u06cc\u0627 \u0645\u062b\u0644\u0627 \u062a\u0648\u0642\u0639 \u062f\u0627\u0631\u06cc\u0645 \u0628\u062a\u0648\u0627\u0646\u0646\u062f \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0627\u0646\u0633\u0627\u0646\u06cc \u0631\u0627 \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u0646\u062f. <\/p>\n\n\n\n<p>\u062e\u06cc\u0644\u06cc \u062e\u0648\u0628 \u0645\u06cc\u200c\u0634\u062f \u0627\u06af\u0631 \u0645\u0646 \u062a\u0627\u0628\u0639\u06cc \u062f\u0627\u0634\u062a\u0645 \u06a9\u0647 \u0645\u062b\u0644\u0627 \u06cc\u06a9 \u06a9\u0644\u0645\u0647 \u0631\u0627 \u0645\u06cc\u200c\u06af\u0631\u0641\u062a \u0648 \u0628\u0631\u0627\u0633\u0627\u0633 \u0622\u0646\u060c \u06a9\u0644\u0645\u0647 \u0628\u0639\u062f\u06cc \u0631\u0627 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0631\u062f. \u0627\u0645\u0627 \u0686\u0637\u0648\u0631 \u0627\u06cc\u0646 \u062a\u0627\u0628\u0639 \u0631\u0627 \u0628\u0633\u0627\u0632\u0645\u061f \u0627\u0635\u0644\u0627 \u0686\u0646\u06cc\u0646 \u0686\u06cc\u0632\u06cc \u0627\u0645\u06a9\u0627\u0646 \u067e\u0630\u06cc\u0631 \u0647\u0633\u062a\u061f \u0648\u0642\u062a\u06cc \u0628\u0647 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0645\u0633\u0627\u0626\u0644 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0641\u06a9\u0631 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645\u060c \u062d\u062a\u06cc \u062f\u0631\u0633\u062a \u0646\u0645\u06cc\u200c\u062f\u0627\u0646\u06cc\u0645 \u0627\u0632 \u06a9\u062c\u0627 \u0628\u0627\u06cc\u062f \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645. <\/p>\n\n\n\n<p>\u0634\u0627\u06cc\u062f \u0628\u0627\u06cc\u062f \u0627\u0632 \u062e\u0648\u062f\u0645\u0627\u0646 \u0628\u067e\u0631\u0633\u06cc\u0645: \u0622\u06cc\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f \u0628\u0631\u0627\u06cc \u062a\u0639\u0631\u06cc\u0641 \u062a\u0648\u0627\u0628\u0639 \u0647\u0645 \u0627\u0632 \u062e\u0648\u062f \u00ab\u0645\u0627\u0634\u06cc\u0646\u00bb \u06a9\u0645\u06a9 \u0628\u06af\u06cc\u0631\u06cc\u0645\u061f \u062f\u0631 \u0645\u062b\u0627\u0644 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0633\u0637\u062d \u0622\u0628 \u0631\u0648\u062f\u062e\u0627\u0646\u0647\u060c \u0645\u0627 \u062f\u0631 \u0627\u0628\u062a\u062f\u0627\u06cc \u06a9\u0627\u0631 \u0628\u0647 \u0645\u0627\u0634\u06cc\u0646\u060c \u06cc\u06a9 \u0633\u0631\u0645\u0634\u0642 \u062f\u0627\u062f\u06cc\u0645. \u0641\u0631\u0636 \u06a9\u0631\u062f\u06cc\u0645 \u06a9\u0647 \u062a\u0627\u0628\u0639 \u0645\u0648\u0631\u062f\u0646\u0638\u0631 \u0645\u0627 \u0627\u0632 \u0686\u0646\u06cc\u0646 \u0645\u062f\u0644\u06cc \u062a\u0628\u0639\u06cc\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>f(d,r) = w<sub>0<\/sub>\u200b + w<sub>1<\/sub>\u200bd + w<sub>2<\/sub>\u200br + w<sub>3<\/sub>\u200bd<sup>2<\/sup> + w<sub>4<\/sub>\u200br<sup>2<\/sup> + w<sub>5<\/sub>\u200b(d\u00d7r)<\/code><\/pre>\n\n\n\n<p>\u0628\u0639\u062f \u06af\u0641\u062a\u06cc\u0645 \u06a9\u0647 \u0645\u0627\u0634\u06cc\u0646 \u0628\u0627\u06cc\u062f \u062f\u0631 \u0641\u0631\u0627\u06cc\u0646\u062f \u0622\u0645\u0648\u0632\u0634\u060c \u0645\u0642\u0627\u062f\u06cc\u0631 w<sub>0<\/sub> \u062a\u0627 w<sub>5<\/sub> \u0631\u0627 \u062a\u062e\u0645\u06cc\u0646 \u0628\u0632\u0646\u062f. \u0627\u06cc\u0646 \u0633\u0631\u0645\u0634\u0642 \u0627\u0648\u0644\u06cc\u0647\u060c \u0634\u0628\u06cc\u0647 \u0628\u0647 \u0631\u06cc\u0644\u200c\u06af\u0630\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u0642\u0637\u0627\u0631 \u0627\u0633\u062a. \u0628\u0639\u062f \u0627\u0632 \u0631\u06cc\u0644\u200c\u06af\u0630\u0627\u0631\u06cc\u060c \u0647\u0631 \u0686\u0642\u062f\u0631 \u0647\u0645 \u06a9\u0647 \u0642\u0637\u0627\u0631 \u062e\u0648\u0628 \u0628\u0631\u0627\u0646\u062f\u060c \u0641\u0642\u0637 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u0645\u0633\u06cc\u0631 \u0631\u06cc\u0644\u200c\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 \u062d\u0631\u06a9\u062a \u06a9\u0646\u062f.<\/p>\n\n\n\n<p>\u0628\u0647 \u0632\u0628\u0627\u0646 \u062f\u06cc\u06af\u0631\u060c \u0645\u0627 \u062f\u0631 \u0627\u06cc\u0646\u200c\u062c\u0627 \u062f\u0627\u0631\u06cc\u0645 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0630\u0647\u0646\u0645\u0627\u0646 \u0631\u0627 \u0628\u0647 \u0634\u06a9\u0644 \u0631\u06cc\u0644\u060c \u062f\u0631 \u0645\u0633\u06cc\u0631 \u062d\u0631\u06a9\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u062f\u0647\u06cc\u0645. \u0628\u0631\u0627\u06cc \u0645\u0647\u0627\u0631 \u06a9\u0631\u062f\u0646 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0645\u0633\u0627\u0626\u0644 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc\u060c \u0645\u0627\u0634\u06cc\u0646 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f \u0628\u062f\u0648\u0646 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0630\u0647\u0646 \u0645\u0627\u060c \u062f\u0631 \u0641\u0636\u0627\u06cc \u0628\u0632\u0631\u06af \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0628\u062a\u0627\u0632\u062f \u0648 \u0627\u0644\u06af\u0648\u0647\u0627 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f. \u0686\u0646\u06cc\u0646 \u0686\u06cc\u0632\u06cc \u0632\u0645\u0627\u0646\u06cc \u0627\u0645\u06a9\u0627\u0646\u200c\u067e\u0630\u06cc\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0627 \u0628\u0647 \u062c\u0627\u06cc \u06af\u0631\u0641\u062a\u0646 \u0645\u0627\u0647\u06cc (\u0631\u06cc\u0644\u200c\u06af\u0630\u0627\u0631\u06cc \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0642\u0627\u0644\u0628\u200c\u0628\u0646\u062f\u06cc \u062a\u0627\u0628\u0639)\u060c \u0628\u0647 \u0645\u0627\u0634\u06cc\u0646 \u0645\u0627\u0647\u06cc\u200c\u06af\u06cc\u0631\u06cc \u06cc\u0627\u062f \u0628\u062f\u0647\u06cc\u0645\u061b \u06cc\u0639\u0646\u06cc \u06a9\u0627\u0631\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0645\u0627\u0634\u06cc\u0646 \u062e\u0648\u062f\u0634 \u062a\u0648\u0627\u0628\u0639 \u0645\u0648\u0631\u062f\u0646\u06cc\u0627\u0632\u0634 \u0631\u0627 \u062a\u062e\u0645\u06cc\u0646 \u0628\u0632\u0646\u062f.<\/p>\n\n\n\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0627 \u06cc\u06a9 \u0645\u062b\u0627\u0644 \u0633\u0627\u062f\u0647 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645. \u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u0645 \u0628\u0647 \u062a\u0639\u0631\u06cc\u0641 \u062a\u0627\u0628\u0639\u06cc \u0628\u0631\u0633\u06cc\u0645 \u06a9\u0647 \u0628\u0631 \u0646\u0645\u0648\u062f\u0627\u0631 \u0632\u06cc\u0631 \u0645\u0646\u0637\u0628\u0642 \u0628\u0627\u0634\u062f:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1725\" height=\"1050\" src=\"https:\/\/merfan.com\/fa\/wp-content\/uploads\/2025\/11\/the_function.png\" alt=\"\" class=\"wp-image-777\"\/><\/figure>\n\n\n\n<p>\u0627\u06af\u0631 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0634\u062a \u06a9\u0647 \u0628\u0647 \u0645\u0627\u0634\u06cc\u0646 \u06cc\u0627\u062f \u0645\u06cc\u200c\u062f\u0627\u062f \u062e\u0648\u062f\u0634 \u0628\u0647 \u062a\u0639\u0631\u06cc\u0641\u06cc \u062a\u0642\u0631\u06cc\u0628\u06cc \u0627\u0632 \u062a\u0627\u0628\u0639 \u0628\u0627\u0644\u0627 \u0628\u0631\u0633\u062f\u060c \u062c\u0627\u0644\u0628 \u0646\u0645\u06cc\u200c\u0634\u062f\u061f \u0645\u062b\u0644\u0627 \u062f\u0631 \u0627\u0648\u0644\u06cc\u0646 \u0642\u062f\u0645\u060c \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u0645 \u0634\u0627\u06cc\u062f \u0641\u0642\u0637 \u06cc\u06a9 \u062e\u0637 (\u0622\u0628\u06cc) \u062f\u0631 \u0635\u0641\u062d\u0647 \u0645\u06cc\u200c\u06a9\u0634\u06cc\u062f:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1725\" height=\"1050\" src=\"https:\/\/merfan.com\/fa\/wp-content\/uploads\/2025\/11\/approximation_step_1.png\" alt=\"\" class=\"wp-image-778\"\/><\/figure>\n\n\n\n<p>\u062f\u0631 \u0642\u062f\u0645 \u0628\u0639\u062f\u06cc \u062a\u0644\u0627\u0634 \u0645\u06cc\u200c\u06a9\u0631\u062f \u062a\u0627\u0628\u0639 \u062e\u0637\u06cc \u0631\u0627 \u062a\u0628\u062f\u06cc\u0644 \u0628\u0647 \u06cc\u06a9 \u0645\u0646\u062d\u0646\u06cc \u06a9\u0646\u062f:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1725\" height=\"1050\" src=\"https:\/\/merfan.com\/fa\/wp-content\/uploads\/2025\/11\/approximation_step_2.png\" alt=\"\" class=\"wp-image-779\"\/><\/figure>\n\n\n\n<p>\u0648 \u062f\u0631 \u0642\u062f\u0645 \u0628\u0639\u062f\u06cc\u060c \u0645\u0646\u062d\u0646\u06cc \u0631\u0627 \u0628\u0647 \u062a\u0627\u0628\u0639 \u0647\u062f\u0641 \u0646\u0632\u062f\u06cc\u06a9\u200c\u062a\u0631 \u0645\u06cc\u200c\u06a9\u0631\u062f:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1725\" height=\"1050\" src=\"https:\/\/merfan.com\/fa\/wp-content\/uploads\/2025\/11\/approximation_step_3.png\" alt=\"\" class=\"wp-image-780\"\/><\/figure>\n\n\n\n<p>\u0648 \u0628\u0639\u062f \u062a\u0644\u0627\u0634 \u0645\u06cc\u200c\u06a9\u0631\u062f \u0627\u0646\u062d\u0646\u0627\u06cc \u062a\u0627\u0628\u0639 \u0647\u062f\u0641 \u0631\u0627 \u0628\u0627 \u062f\u0642\u062a \u0628\u06cc\u0634\u200c\u062a\u0631\u06cc \u062a\u0642\u0644\u06cc\u062f \u06a9\u0646\u062f:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1725\" height=\"1050\" src=\"https:\/\/merfan.com\/fa\/wp-content\/uploads\/2025\/11\/approximation_step_4.png\" alt=\"\" class=\"wp-image-781\"\/><\/figure>\n\n\n\n<p>\u0648 \u0628\u0627\u0644\u0627\u062e\u0631\u0647 \u0628\u0647 \u062c\u0627\u06cc\u06cc \u0645\u06cc\u200c\u0631\u0633\u06cc\u062f \u06a9\u0647 \u0631\u0645\u0632 \u0648 \u0631\u0627\u0632 \u062a\u0627\u0628\u0639 \u0647\u062f\u0641 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u062a\u0642\u0631\u06cc\u0628\u06cc \u06a9\u0634\u0641 \u06a9\u0646\u062f:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1725\" height=\"1050\" src=\"https:\/\/merfan.com\/fa\/wp-content\/uploads\/2025\/11\/approximation_last_step.png\" alt=\"\" class=\"wp-image-782\"\/><\/figure>\n\n\n\n<p>\u0634\u0627\u06cc\u062f \u0639\u062c\u06cc\u0628 \u0628\u0647 \u0646\u0638\u0631 \u0628\u0631\u0633\u062f\u060c \u0648\u0644\u06cc \u0646\u0632\u062f\u06cc\u06a9 \u0628\u0647 \u06f7 \u062f\u0647\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0634\u0631 \u0628\u0647 \u0646\u0633\u062e\u0647 \u0627\u0648\u0644\u06cc\u0647\u200c\u0627\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0631\u0633\u06cc\u062f\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0637\u06cc \u0627\u06cc\u0646 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\u0634\u062f.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u0646\u0648\u0634\u062a\u0647 \u062d\u0627\u0636\u0631\u060c \u0628\u062e\u0634\u06cc \u0627\u0632 \u00ab<a href=\"https:\/\/merfan.com\/fa\/machine-learning-for-non-technical-people\/\">\u06a9\u062a\u0627\u0628 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a>\u00bb \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631 \u0645\u062d\u0635\u0648\u0644\u200c\u0647\u0627 \u06cc\u0627 \u0627\u0641\u0631\u0627\u062f \u063a\u06cc\u0631\u0641\u0646\u06cc \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0641\u0647\u0631\u0633\u062a \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628 \u0631\u0627 \u062f\u0631 <a href=\"https:\/\/merfan.com\/fa\/machine-learning-for-non-technical-people\/\">\u0627\u06cc\u0646\u200c\u062c\u0627<\/a> \u0628\u0628\u06cc\u0646\u06cc\u062f.<\/p>\n\n\n\n<p>\u0647\u0645\u0686\u0646\u06cc\u0646\u060c  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