{"id":477910,"date":"2023-08-09T09:22:19","date_gmt":"2023-08-09T09:22:19","guid":{"rendered":""},"modified":"2023-09-05T11:15:41","modified_gmt":"2023-09-05T11:15:41","slug":"machine-learning","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/ir\/wiki\/machine-learning\/","title":{"rendered":"\u0641\u0631\u0627\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646"},"content":{"rendered":"<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc (ML) \u0634\u0627\u062e\u0647\u200c\u0627\u06cc \u0627\u0632 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI) \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627 \u0627\u0645\u06a9\u0627\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0648 \u0628\u0647\u0628\u0648\u062f \u062e\u0648\u062f\u06a9\u0627\u0631 \u0627\u0632 \u062a\u062c\u0631\u0628\u0647 \u0631\u0627 \u0628\u062f\u0648\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0631\u06cc\u0632\u06cc \u0635\u0631\u06cc\u062d \u0645\u06cc\u200c\u062f\u0647\u062f. \u0627\u06cc\u0646 \u0641\u0631\u0622\u06cc\u0646\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0634\u0646\u0627\u062e\u062a \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062f\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u0647\u0648\u0634\u0645\u0646\u062f\u0627\u0646\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0622\u0646\u0647\u0627 \u0627\u0633\u062a.<\/p>\n<h2>\u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u067e\u06cc\u062f\u0627\u06cc\u0634 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u0627\u0648\u0644\u06cc\u0646 \u0627\u0634\u0627\u0631\u0647 \u0628\u0647 \u0622\u0646<\/h2>\n<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc\u060c \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0645\u0641\u0647\u0648\u0645\u060c \u0628\u0647 \u0627\u0648\u0627\u06cc\u0644 \u0642\u0631\u0646 \u0628\u06cc\u0633\u062a\u0645 \u0628\u0627\u0632\u0645\u06cc\u200c\u06af\u0631\u062f\u062f\u060c \u0627\u0645\u0627 \u0631\u06cc\u0634\u0647\u200c\u0647\u0627\u06cc \u0622\u0646 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u062d\u062a\u06cc \u0628\u06cc\u0634\u062a\u0631 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0631\u062f. \u0627\u06cc\u062f\u0647 \u0633\u0627\u062e\u062a \u0645\u0627\u0634\u06cc\u0646 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u0646\u062f \u062f\u0631 \u062f\u0647\u0647 1950 \u0634\u06a9\u0644 \u06af\u0631\u0641\u062a.<\/p>\n<ul>\n<li><strong>1950:<\/strong> \u0622\u0644\u0646 \u062a\u0648\u0631\u06cc\u0646\u06af \u062a\u0633\u062a \u062a\u0648\u0631\u06cc\u0646\u06af \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f \u0648 \u0631\u0648\u0634\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u0639\u06cc\u06cc\u0646 \u0627\u06cc\u0646\u06a9\u0647 \u0622\u06cc\u0627 \u0645\u0627\u0634\u06cc\u0646\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0631\u0641\u062a\u0627\u0631 \u0647\u0648\u0634\u0645\u0646\u062f\u0627\u0646\u0647 \u0627\u06cc \u0627\u0632 \u062e\u0648\u062f \u0646\u0634\u0627\u0646 \u062f\u0647\u062f \u06cc\u0627 \u062e\u06cc\u0631 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u06a9\u0631\u062f.<\/li>\n<li><strong>1957:<\/strong> \u0641\u0631\u0627\u0646\u06a9 \u0631\u0648\u0632\u0646\u0628\u0644\u0627\u062a \u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0648\u0644\u06cc\u0646 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0637\u0631\u0627\u062d\u06cc \u06a9\u0631\u062f.<\/li>\n<li><strong>\u062f\u0647\u0647 1960 \u0648 1970:<\/strong> \u062a\u0648\u0633\u0639\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645 \u0648 \u0645\u0627\u0634\u06cc\u0646 \u0647\u0627\u06cc \u0628\u0631\u062f\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646.<\/li>\n<li><strong>\u062f\u0647\u0647 1980:<\/strong> \u0627\u0646\u0642\u0644\u0627\u0628 \u067e\u06cc\u0648\u0646\u062f\u06af\u0631\u0627\u06cc\u0627\u0646\u0647 \u0645\u0646\u062c\u0631 \u0628\u0647 \u0638\u0647\u0648\u0631 \u0645\u062c\u062f\u062f \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0634\u062f.<\/li>\n<li><strong>\u062f\u0647\u0647 1990:<\/strong> \u0638\u0647\u0648\u0631 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631\u060c \u0628\u0647\u0628\u0648\u062f \u0642\u062f\u0631\u062a \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0648 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0628\u0627\u0639\u062b \u0631\u0634\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u0634\u062f.<\/li>\n<\/ul>\n<h2>\u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0642\u06cc\u0642 \u062f\u0631\u0628\u0627\u0631\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc: \u06af\u0633\u062a\u0631\u0634 \u0645\u0648\u0636\u0648\u0639 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc<\/h2>\n<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u0634\u0627\u0645\u0644 \u0633\u0627\u062e\u062a \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u0646\u062f \u0648 \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u0622\u0645\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u062e\u0631\u0648\u062c\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f. \u0627\u0646\u0648\u0627\u0639 \u0627\u0635\u0644\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<ol>\n<li><strong>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u062d\u062a \u0646\u0638\u0627\u0631\u062a:<\/strong> \u0645\u062f\u0644 \u0628\u0631 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628 \u062f\u0627\u0631 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/li>\n<li><strong>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a:<\/strong> \u0645\u062f\u0644 \u0628\u0631 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/li>\n<li><strong>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc:<\/strong> \u0645\u062f\u0644 \u0628\u0627 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0645\u062d\u06cc\u0637 \u0648 \u062f\u0631\u06cc\u0627\u0641\u062a \u067e\u0627\u062f\u0627\u0634 \u06cc\u0627 \u062c\u0631\u06cc\u0645\u0647 \u06cc\u0627\u062f \u0645\u06cc \u06af\u06cc\u0631\u062f.<\/li>\n<\/ol>\n<h3>\u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc<\/h3>\n<ul>\n<li>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u06a9\u0646\u0646\u062f\u0647<\/li>\n<li>\u062a\u0634\u062e\u06cc\u0635 \u06af\u0641\u062a\u0627\u0631<\/li>\n<li>\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631<\/li>\n<li>\u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc<\/li>\n<\/ul>\n<h2>\u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0627\u062e\u0644\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f<\/h2>\n<p>\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0627\u0632 \u0633\u0627\u062e\u062a\u0627\u0631 \u062e\u0627\u0635\u06cc \u067e\u06cc\u0631\u0648\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f:<\/p>\n<ol>\n<li><strong>\u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627:<\/strong> \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0627\u0645<\/li>\n<li><strong>\u067e\u06cc\u0634 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627:<\/strong> \u067e\u0627\u06a9\u0633\u0627\u0632\u06cc \u0648 \u062a\u0628\u062f\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0647 \u0641\u0631\u0645\u062a \u0642\u0627\u0628\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647.<\/li>\n<li><strong>\u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u062f\u0644:<\/strong> \u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0645\u0646\u0627\u0633\u0628<\/li>\n<li><strong>\u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644:<\/strong> \u062a\u063a\u0630\u06cc\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0634\u062f\u0647 \u062f\u0631 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645<\/li>\n<li><strong>\u0627\u0631\u0632\u06cc\u0627\u0628\u06cc:<\/strong> \u062a\u0633\u062a \u062f\u0642\u062a \u0645\u062f\u0644<\/li>\n<li><strong>\u06af\u0633\u062a\u0631\u0634:<\/strong> \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0645\u062f\u0644 \u062f\u0631 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc<\/li>\n<li><strong>\u0646\u0638\u0627\u0631\u062a \u0648 \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc:<\/strong> \u062a\u0639\u0645\u06cc\u0631 \u0648 \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0645\u0646\u0638\u0645 \u0648 \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0645\u062f\u0644.<\/li>\n<\/ol>\n<h2>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc<\/h2>\n<p>\u0628\u0631\u062e\u06cc \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<ul>\n<li><strong>\u062a\u0637\u0628\u06cc\u0642 \u067e\u0630\u06cc\u0631\u06cc:<\/strong> \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u062f \u0648 \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u06cc\u0627 \u0645\u062d\u06cc\u0637 \u0647\u0627\u06cc \u062f\u0631 \u062d\u0627\u0644 \u062a\u063a\u06cc\u06cc\u0631 \u0633\u0627\u0632\u06af\u0627\u0631 \u0634\u0648\u062f.<\/li>\n<li><strong>\u062f\u0642\u062a \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc:<\/strong> \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u06cc\u0627 \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u062f\u0642\u06cc\u0642 \u0628\u0631 \u0627\u0633\u0627\u0633 \u062f\u0627\u062f\u0647 \u0647\u0627.<\/li>\n<li><strong>\u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646:<\/strong> \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0627\u0646\u062c\u0627\u0645 \u0648\u0638\u0627\u06cc\u0641 \u0628\u062f\u0648\u0646 \u062f\u062e\u0627\u0644\u062a \u0627\u0646\u0633\u0627\u0646.<\/li>\n<li><strong>\u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc:<\/strong> \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u0648 \u067e\u06cc\u0686\u06cc\u062f\u0647<\/li>\n<\/ul>\n<h2>\u0627\u0646\u0648\u0627\u0639 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc: \u0645\u0631\u0648\u0631\u06cc \u0633\u0627\u062e\u062a\u0627\u0631\u06cc\u0627\u0641\u062a\u0647<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u062a\u0627\u06cc\u067e \u06a9\u0646\u06cc\u062f<\/th>\n<th>\u0634\u0631\u062d<\/th>\n<th>\u0645\u062b\u0627\u0644 \u0647\u0627<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u062d\u062a \u0646\u0638\u0627\u0631\u062a<\/td>\n<td>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647<\/td>\n<td>\u0631\u06af\u0631\u0633\u06cc\u0648\u0646\u060c \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc<\/td>\n<\/tr>\n<tr>\n<td>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a<\/td>\n<td>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628<\/td>\n<td>\u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc\u060c \u0627\u0646\u062c\u0645\u0646<\/td>\n<\/tr>\n<tr>\n<td>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc<\/td>\n<td>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0627 \u0622\u0632\u0645\u0648\u0646 \u0648 \u062e\u0637\u0627<\/td>\n<td>\u0628\u0627\u0632\u06cc\u060c \u0631\u0628\u0627\u062a\u06cc\u06a9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0631\u0627\u0647 \u0647\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc\u060c \u0645\u0634\u06a9\u0644\u0627\u062a \u0648 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0622\u0646\u0647\u0627<\/h2>\n<h3>\u0631\u0627\u0647 \u0647\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647<\/h3>\n<ul>\n<li>\u062a\u0634\u062e\u06cc\u0635 \u0645\u0631\u0627\u0642\u0628\u062a \u0647\u0627\u06cc \u0628\u0647\u062f\u0627\u0634\u062a\u06cc<\/li>\n<li>\u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0645\u0627\u0644\u06cc<\/li>\n<li>\u0648\u0633\u0627\u06cc\u0644 \u0646\u0642\u0644\u06cc\u0647 \u062e\u0648\u062f\u0631\u0627\u0646<\/li>\n<li>\u062a\u0634\u062e\u06cc\u0635 \u062a\u0642\u0644\u0628<\/li>\n<\/ul>\n<h3>\u0645\u0634\u06a9\u0644\u0627\u062a \u0648 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627<\/h3>\n<ul>\n<li><strong>\u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u0628\u0631\u0627\u0632\u0634:<\/strong> \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u06cc\u06a9 \u0645\u062f\u0644 \u062f\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u062e\u0648\u0628\u06cc \u062f\u0627\u0631\u062f \u0627\u0645\u0627 \u062f\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062f\u06cc\u062f\u0647 \u0646\u0634\u062f\u0647 \u0636\u0639\u06cc\u0641 \u0627\u0633\u062a.\n<ul>\n<li><em>\u0631\u0627\u0647 \u062d\u0644:<\/em> \u0627\u0639\u062a\u0628\u0627\u0631 \u0633\u0646\u062c\u06cc \u0645\u062a\u0642\u0627\u0628\u0644\u060c \u0645\u0646\u0638\u0645 \u0633\u0627\u0632\u06cc.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u062c\u0627\u0646\u0628\u062f\u0627\u0631\u06cc:<\/strong> \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u06cc\u06a9 \u0645\u062f\u0644 \u062f\u0631 \u0645\u0648\u0631\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0645\u0641\u0631\u0648\u0636\u0627\u062a\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0645\u0646\u062c\u0631 \u0628\u0647 \u062e\u0637\u0627 \u0645\u06cc \u0634\u0648\u062f.\n<ul>\n<li><em>\u0631\u0627\u0647 \u062d\u0644:<\/em> \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0648 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0645\u0634\u0627\u0628\u0647<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u0645\u062f\u062a\u060c \u0627\u0635\u0637\u0644\u0627\u062d<\/th>\n<th>\u0645\u0634\u062e\u0635\u0627\u062a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0641\u0631\u0627\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/td>\n<td>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631\u060c \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644\u060c \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc<\/td>\n<\/tr>\n<tr>\n<td>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/td>\n<td>\u0634\u0627\u0645\u0644 ML\u060c \u0645\u0641\u0647\u0648\u0645 \u06af\u0633\u062a\u0631\u062f\u0647 \u062a\u0631 \u0627\u0632 \u062c\u0645\u0644\u0647 \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u060c \u062d\u0644 \u0645\u0633\u0626\u0644\u0647 \u0627\u0633\u062a<\/td>\n<\/tr>\n<tr>\n<td>\u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc<\/td>\n<td>\u0634\u0628\u06cc\u0647 ML \u0627\u0633\u062a \u0627\u0645\u0627 \u0628\u0631 \u06a9\u0634\u0641 \u0627\u0644\u06af\u0648\u0647\u0627 \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u062f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u062f\u06cc\u062f\u06af\u0627\u0647 \u0647\u0627 \u0648 \u0641\u0646\u0627\u0648\u0631\u06cc \u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc<\/h2>\n<ul>\n<li><strong>\u0645\u062d\u0627\u0633\u0628\u0627\u062a \u06a9\u0648\u0627\u0646\u062a\u0648\u0645\u06cc:<\/strong> \u0627\u0641\u0632\u0627\u06cc\u0634 \u0642\u062f\u0631\u062a \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc<\/li>\n<li><strong>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u0636\u06cc\u062d:<\/strong> \u0642\u0627\u0628\u0644 \u0641\u0647\u0645 \u062a\u0631 \u06a9\u0631\u062f\u0646 \u0645\u062f\u0644 \u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647<\/li>\n<li><strong>\u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0644\u0628\u0647:<\/strong> \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0646\u0632\u062f\u06cc\u06a9\u200c\u062a\u0631 \u0628\u0647 \u0645\u062d\u0644 \u062a\u0648\u0644\u06cc\u062f.<\/li>\n<li><strong>\u0627\u062f\u063a\u0627\u0645 \u0628\u0627 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0627\u0634\u06cc\u0627:<\/strong> \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0648 \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc.<\/li>\n<\/ul>\n<h2>\u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f \u06cc\u0627 \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u0645\u0631\u062a\u0628\u0637 \u0634\u062f<\/h2>\n<p>\u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u0627\u0646\u0646\u062f OneProxy \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0646\u0642\u0634 \u0645\u0647\u0645\u06cc \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u06cc\u0641\u0627 \u06a9\u0646\u0646\u062f:<\/p>\n<ul>\n<li><strong>\u0646\u0627\u0634\u0646\u0627\u0633 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627:<\/strong> \u062d\u0641\u0627\u0638\u062a \u0627\u0632 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0647\u0646\u06af\u0627\u0645 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627.<\/li>\n<li><strong>\u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627:<\/strong> \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0645\u062e\u062a\u0644\u0641 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0648\u062b\u0631.<\/li>\n<li><strong>\u062a\u0639\u0627\u062f\u0644 \u0628\u0627\u0631:<\/strong> \u062a\u0648\u0632\u06cc\u0639 \u0628\u0627\u0631\u0647\u0627\u06cc \u06a9\u0627\u0631\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc\u060c \u062a\u0633\u0647\u06cc\u0644 \u0622\u0645\u0648\u0632\u0634 \u0648 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0633\u0631\u06cc\u0639\u062a\u0631.<\/li>\n<li><strong>\u0627\u0645\u0646\u06cc\u062a:<\/strong> \u062d\u0641\u0627\u0638\u062a \u0627\u0632 \u06cc\u06a9\u067e\u0627\u0631\u0686\u06af\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0645\u062f\u0644 \u0647\u0627.<\/li>\n<\/ul>\n<h2>\u0644\u06cc\u0646\u06a9 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637\u0647<\/h2>\n<ul>\n<li><a href=\"https:\/\/see.stanford.edu\/Course\/CS229\" target=\"_new\" rel=\"noopener nofollow\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u062f\u0631 \u0627\u0633\u062a\u0646\u0641\u0648\u0631\u062f<\/a><\/li>\n<li><a href=\"https:\/\/scikit-learn.org\/\" target=\"_new\" rel=\"noopener nofollow\">Scikit-Learn: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646<\/a><\/li>\n<li><a href=\"https:\/\/www.tensorflow.org\/\" target=\"_new\" rel=\"noopener nofollow\">TensorFlow: \u06cc\u06a9 \u067e\u0644\u062a\u0641\u0631\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0633\u0631\u062a\u0627\u0633\u0631<\/a><\/li>\n<li><a href=\"https:\/\/oneproxy.pro\/ir\/\" target=\"_new\" rel=\"noopener\">OneProxy: \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0627\u06cc\u0645\u0646<\/a><\/li>\n<\/ul>\n<p>\u0628\u0627 \u062f\u0631\u06a9 \u0645\u0646\u0634\u0627\u0621\u060c \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc\u060c \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648 \u0686\u0634\u0645\u200c\u0627\u0646\u062f\u0627\u0632\u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u062e\u0648\u0627\u0646\u0646\u062f\u06af\u0627\u0646 \u0628\u06cc\u0646\u0634\u200c\u0647\u0627\u06cc\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc \u062a\u062d\u0648\u0644\u200c\u0622\u0641\u0631\u06cc\u0646 \u0628\u0647 \u062f\u0633\u062a \u0645\u06cc\u200c\u0622\u0648\u0631\u0646\u062f. \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0627 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u0627\u0646\u0646\u062f OneProxy \u0628\u0631 \u0645\u0627\u0647\u06cc\u062a \u0686\u0646\u062f \u0648\u062c\u0647\u06cc \u0648 \u067e\u0648\u06cc\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0645\u062f\u0631\u0646 \u062a\u0623\u06a9\u06cc\u062f \u062f\u0627\u0631\u062f.<\/p>","protected":false},"featured_media":477911,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-477910","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Machine Learning: An In-Depth Guide<\/mark>","faq_items":[{"question":"What is Machine Learning and How Does It Work?","answer":"<p>Machine learning is a branch of artificial intelligence that enables systems to learn from data and make decisions without explicit programming. It involves collecting and preprocessing data, selecting a suitable algorithm, training the model on this data, evaluating its accuracy, deploying it in real-world applications, and ongoing monitoring and updating.<\/p>"},{"question":"What Are the Key Features of Machine Learning?","answer":"<p>The key features of machine learning include adaptability to new data, predictive accuracy, automation, and the ability to manage complex data sets. These features enable machine learning to provide intelligent, data-driven decisions across various applications.<\/p>"},{"question":"What Are the Different Types of Machine Learning?","answer":"<p>There are three main types of machine learning: Supervised Learning, where the model learns from labeled data; Unsupervised Learning, where the model learns from unlabeled data; and Reinforcement Learning, where the model learns by interacting with an environment, receiving rewards or penalties.<\/p>"},{"question":"How Are Proxy Servers Like OneProxy Associated with Machine Learning?","answer":"<p>Proxy servers like OneProxy can be associated with machine learning by providing data anonymization, data aggregation, load balancing, and security. These features help in protecting privacy, gathering data efficiently, distributing computational workloads, and ensuring the integrity of data and models.<\/p>"},{"question":"What Are Some Common Problems in Machine Learning, and How Can They Be Solved?","answer":"<p>Common problems in machine learning include overfitting, where the model performs well on training data but poorly on unseen data, and bias, where the model makes assumptions leading to errors. Solutions include techniques like cross-validation and regularization for overfitting, and utilizing diverse data sets to minimize bias.<\/p>"},{"question":"What Are the Future Perspectives and Technologies Related to Machine Learning?","answer":"<p>Future perspectives in machine learning include quantum computing to enhance computational power, explainable AI to make models more understandable, edge computing for processing data closer to where it's generated, and integration with IoT for real-time decision-making and enhanced automation.<\/p>"},{"question":"How Can I Learn More About Machine Learning?","answer":"<p>You can learn more about machine learning by visiting resources like Stanford's Machine Learning course, Scikit-Learn for Python-based learning, TensorFlow for an open-source machine learning platform, or exploring proxy server solutions like OneProxy for specific data-related applications. Links to these resources are provided at the end of the article.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/477910","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/477910\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media\/477911"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media?parent=477910"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}