{"id":477200,"date":"2023-08-09T09:09:19","date_gmt":"2023-08-09T09:09:19","guid":{"rendered":""},"modified":"2023-09-05T11:14:15","modified_gmt":"2023-09-05T11:14:15","slug":"feature-engineering","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/ar\/wiki\/feature-engineering\/","title":{"rendered":"\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a"},"content":{"rendered":"<p>\u062a\u0639\u062f \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0639\u0645\u0644\u064a\u0629 \u062d\u0627\u0633\u0645\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062e\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644 \u0648\u0627\u0644\u062a\u064a \u062a\u062a\u0636\u0645\u0646 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u0627\u062e\u062a\u064a\u0627\u0631 \u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a\u0629 \u0644\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629. \u0625\u0646\u0647 \u062c\u0627\u0646\u0628 \u0644\u0627 \u063a\u0646\u0649 \u0639\u0646\u0647 \u0644\u0645\u0648\u0641\u0631\u064a \u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0645\u062b\u0644 OneProxy (oneproxy.pro) \u0644\u0623\u0646\u0647 \u064a\u0624\u062b\u0631 \u0628\u0634\u0643\u0644 \u0645\u0628\u0627\u0634\u0631 \u0639\u0644\u0649 \u062c\u0648\u062f\u0629 \u0627\u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u062a\u064a \u064a\u0642\u062f\u0645\u0648\u0646\u0647\u0627 \u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0647\u0645.<\/p>\n<h2>\u062a\u0627\u0631\u064a\u062e \u0646\u0634\u0623\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u0645\u064a\u0632\u0629 \u0648\u0623\u0648\u0644 \u0630\u0643\u0631 \u0644\u0647\u0627<\/h2>\n<p>\u0644\u0642\u062f \u0643\u0627\u0646 \u0645\u0641\u0647\u0648\u0645 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0633\u0627\u0626\u062f\u064b\u0627 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0642\u0628\u0644 \u0648\u0642\u062a \u0637\u0648\u064a\u0644 \u0645\u0646 \u0638\u0647\u0648\u0631 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629. \u0641\u064a \u0627\u0644\u0623\u064a\u0627\u0645 \u0627\u0644\u0623\u0648\u0644\u0649 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0623\u062f\u0631\u0643 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0648\u0646 \u0623\u0647\u0645\u064a\u0629 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0633\u0645\u0627\u062a \u0623\u0648 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u0646\u0645\u0627\u0630\u062c. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0627\u0643\u062a\u0633\u0628 \u0645\u0635\u0637\u0644\u062d &quot;\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a&quot; \u0623\u0647\u0645\u064a\u0629 \u0623\u0643\u0628\u0631 \u0641\u064a \u0623\u0648\u0627\u062e\u0631 \u0627\u0644\u062a\u0633\u0639\u064a\u0646\u064a\u0627\u062a \u0648\u0623\u0648\u0627\u0626\u0644 \u0627\u0644\u0639\u0642\u062f \u0627\u0644\u0623\u0648\u0644 \u0645\u0646 \u0627\u0644\u0642\u0631\u0646 \u0627\u0644\u062d\u0627\u062f\u064a \u0648\u0627\u0644\u0639\u0634\u0631\u064a\u0646 \u0645\u0639 \u0638\u0647\u0648\u0631 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u062d\u064a\u062b \u0623\u0635\u0628\u062d \u062c\u0627\u0646\u0628\u064b\u0627 \u0645\u062d\u0648\u0631\u064a\u064b\u0627 \u0641\u064a \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a.<\/p>\n<h2>\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062a\u0641\u0635\u064a\u0644\u064a\u0629 \u062d\u0648\u0644 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a. \u062a\u0648\u0633\u064a\u0639 \u0627\u0644\u0645\u0648\u0636\u0648\u0639 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a.<\/h2>\n<p>\u062a\u062f\u0648\u0631 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u062d\u0648\u0644 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0625\u0644\u0649 \u062a\u0646\u0633\u064a\u0642 \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0628\u0633\u0647\u0648\u0644\u0629 \u0628\u0648\u0627\u0633\u0637\u0629 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0648\u0638\u0627\u0626\u0641\u0647\u0627. \u0648\u064a\u0647\u062f\u0641 \u0625\u0644\u0649 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0631\u0624\u0649 \u0648\u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u062f\u0627\u062e\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0624\u062f\u064a \u0625\u0644\u0649 \u0639\u0645\u0644\u064a\u0627\u062a \u0648\u0643\u064a\u0644 \u0623\u0643\u062b\u0631 \u0643\u0641\u0627\u0621\u0629 \u0648\u0641\u0639\u0627\u0644\u064a\u0629. \u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0639\u062f\u0629 \u062e\u0637\u0648\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629:<\/p>\n<ol>\n<li>\n<p><strong>\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong>: \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0645\u062b\u0644 \u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u062e\u0627\u062f\u0645 \u0648\u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0627\u0644\u0634\u0628\u0643\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong>: \u0642\u0645 \u0628\u0625\u0632\u0627\u0644\u0629 \u0623\u064a \u0646\u0642\u0627\u0637 \u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0630\u0627\u062a \u0635\u0644\u0629 \u0623\u0648 \u063a\u064a\u0631 \u0645\u062a\u0633\u0642\u0629 \u0648\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u0641\u0642\u0648\u062f\u0629 \u0644\u0636\u0645\u0627\u0646 \u0633\u0644\u0627\u0645\u0629 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n<\/li>\n<li>\n<p><strong>\u0645\u064a\u0632\u0629 \u0627\u0633\u062a\u062e\u0631\u0627\u062c<\/strong>: \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0625\u0644\u0649 \u0645\u064a\u0632\u0627\u062a \u0630\u0627\u062a \u0645\u0639\u0646\u0649 \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0644\u062a\u0645\u062b\u064a\u0644 \u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0623\u0648 \u0638\u0631\u0648\u0641 \u0627\u0644\u0634\u0628\u0643\u0629 \u0623\u0648 \u0623\u064a \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0623\u062e\u0631\u0649 \u0630\u0627\u062a \u0635\u0644\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u062e\u062a\u064a\u0627\u0631 \u0645\u064a\u0632\u0629<\/strong>: \u062a\u062d\u062f\u064a\u062f \u0648\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0623\u0643\u062b\u0631 \u0625\u0641\u0627\u062f\u0629 \u0648\u0627\u0644\u062a\u064a \u0644\u0647\u0627 \u0627\u0644\u062a\u0623\u062b\u064a\u0631 \u0627\u0644\u0623\u0643\u0628\u0631 \u0639\u0644\u0649 \u0623\u062f\u0627\u0621 \u0627\u0644\u062e\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u062d\u062c\u064a\u0645 \u0627\u0644\u0645\u064a\u0632\u0629<\/strong>: \u062a\u0637\u0628\u064a\u0639 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0623\u0648 \u062a\u0648\u062d\u064a\u062f\u0647\u0627 \u0644\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646\u0647\u0627 \u0639\u0644\u0649 \u0646\u0641\u0633 \u0627\u0644\u0646\u0637\u0627\u0642\u060c \u0645\u0645\u0627 \u064a\u0645\u0646\u0639 \u0645\u064a\u0632\u0627\u062a \u0645\u0639\u064a\u0646\u0629 \u0645\u0646 \u0627\u0644\u0633\u064a\u0637\u0631\u0629 \u0639\u0644\u0649 \u0645\u064a\u0632\u0627\u062a \u0623\u062e\u0631\u0649 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0645\u064a\u0632\u0629<\/strong>: \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u062a\u062d\u0648\u064a\u0644\u0627\u062a \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0644\u062c\u0639\u0644\u0647\u0627 \u0623\u0643\u062b\u0631 \u0645\u0644\u0627\u0621\u0645\u0629 \u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0623\u0648 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0645\u062d\u062f\u062f\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0645\u064a\u0632\u0629<\/strong>: \u0642\u0645 \u0628\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0644\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646\u0647\u0627 \u062a\u0633\u0627\u0647\u0645 \u0628\u0634\u0643\u0644 \u0625\u064a\u062c\u0627\u0628\u064a \u0641\u064a \u0623\u062f\u0627\u0621 \u0627\u0644\u062e\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0627\u0644\u0647\u064a\u0643\u0644 \u0627\u0644\u062f\u0627\u062e\u0644\u064a \u0644\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u0645\u064a\u0632\u0629. \u0643\u064a\u0641 \u062a\u0639\u0645\u0644 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a.<\/h2>\n<p>\u0641\u064a \u0642\u0644\u0628 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u064a\u0643\u0645\u0646 \u0645\u0632\u064a\u062c \u0645\u0646 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0628\u0627\u0644\u0645\u062c\u0627\u0644\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629. \u064a\u0642\u0648\u0645 \u0645\u0648\u0641\u0631\u0648 \u0627\u0644\u062e\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644 \u0645\u062b\u0644 OneProxy \u0628\u062a\u0648\u0638\u064a\u0641 \u0645\u0647\u0646\u062f\u0633\u064a \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0639\u0644\u0645\u0627\u0621 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0627\u0647\u0631\u064a\u0646 \u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u062a\u062d\u0633\u064a\u0646 \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0645. \u064a\u062a\u0636\u0645\u0646 \u0627\u0644\u0647\u064a\u0643\u0644 \u0627\u0644\u062f\u0627\u062e\u0644\u064a \u0639\u062f\u0629 \u0645\u0643\u0648\u0646\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629:<\/p>\n<ol>\n<li>\n<p><strong>\u0639\u0644\u0645\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong>: \u064a\u0642\u0648\u0645 \u0647\u0624\u0644\u0627\u0621 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0648\u0646 \u0628\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u0635\u0645\u064a\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0641\u0639\u0627\u0644\u0629 \u0627\u0644\u062a\u064a \u062a\u0646\u0627\u0633\u0628 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0644\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u064a\u0632\u0629<\/strong>: \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0645\u062b\u0644 \u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0639\u0648\u062f\u064a\u0629 (RFE)\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 (PCA)\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0631\u062a\u0628\u0627\u0637 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0623\u0643\u062b\u0631 \u0635\u0644\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0642\u0646\u064a\u0627\u062a \u062a\u062d\u062c\u064a\u0645 \u0627\u0644\u0645\u064a\u0632\u0629<\/strong>: \u064a\u0639\u062f \u0642\u064a\u0627\u0633 \u0627\u0644\u062d\u062f \u0627\u0644\u0623\u062f\u0646\u0649 \u0648\u0627\u0644\u062d\u062f \u0627\u0644\u0623\u0642\u0635\u0649\u060c \u0648\u0642\u064a\u0627\u0633 \u062f\u0631\u062c\u0629 z\u060c \u0648\u0627\u0644\u0642\u064a\u0627\u0633 \u0627\u0644\u0642\u0648\u064a \u0645\u0646 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0644\u0642\u064a\u0627\u0633 \u0627\u0644\u0645\u064a\u0632\u0627\u062a.<\/p>\n<\/li>\n<li>\n<p><strong>\u0637\u0631\u0642 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u064a\u0632\u0629<\/strong>: \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u060c \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u064a\u0632\u0627\u062a \u0630\u0627\u062a \u0645\u0639\u0646\u0649 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631<\/strong>: \u0644\u0645\u0648\u0627\u0643\u0628\u0629 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0629 \u0648\u0638\u0631\u0648\u0641 \u0627\u0644\u0634\u0628\u0643\u0629\u060c \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0643\u0648\u0646 \u0645\u0633\u0627\u0631\u0627\u062a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0622\u0644\u064a\u0629 \u0648\u064a\u062a\u0645 \u062a\u062d\u062f\u064a\u062b\u0647\u0627 \u0628\u0627\u0646\u062a\u0638\u0627\u0645.<\/p>\n<\/li>\n<\/ol>\n<h2>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0645\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a.<\/h2>\n<p>\u064a\u0645\u0643\u0646 \u062a\u0644\u062e\u064a\u0635 \u0627\u0644\u0633\u0645\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0646\u062d\u0648 \u0627\u0644\u062a\u0627\u0644\u064a:<\/p>\n<ol>\n<li>\n<p><strong>\u0641\u0647\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong>: \u064a\u0633\u0627\u0639\u062f \u0645\u0648\u0641\u0631\u064a \u0627\u0644\u062e\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062c\u0645\u0639\u0648\u0646\u0647\u0627 \u0648\u0635\u0644\u062a\u0647\u0627 \u0628\u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0627\u062a \u0627\u0644\u0634\u0628\u0643\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621<\/strong>: \u062a\u0624\u062f\u064a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u062e\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644 \u0639\u0646 \u0637\u0631\u064a\u0642 \u062a\u062d\u062f\u064a\u062f \u0633\u0645\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0644\u062c\u0639\u0644\u0647\u0627 \u0623\u0643\u062b\u0631 \u0625\u0641\u0627\u062f\u0629 \u0644\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631.<\/p>\n<\/li>\n<li>\n<p><strong>\u0643\u0641\u0627\u0621\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0648\u0627\u0631\u062f<\/strong>: \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0648\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u063a\u064a\u0631 \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629\u060c \u062a\u0639\u0645\u0644 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0639\u0644\u0649 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062d\u0645\u0644 \u0627\u0644\u062d\u0633\u0627\u0628\u064a \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0648\u0627\u0631\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u0642\u0648\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629<\/strong>: \u062a\u0639\u0645\u0644 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u062c\u064a\u062f\u064b\u0627 \u0639\u0644\u0649 \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0645\u0646 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644 \u0628\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0632\u0645\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0648\u064a\u0648\u0641\u0631 \u0623\u0648\u0642\u0627\u062a \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0623\u0633\u0631\u0639.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u064a\u0641<\/strong>: \u062a\u0633\u0645\u062d \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0644\u0645\u0648\u0641\u0631\u064a \u0627\u0644\u062e\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644 \u0628\u0627\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0629 \u0648\u0638\u0631\u0648\u0641 \u0627\u0644\u0634\u0628\u0643\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u062d\u062f\u064a\u062b \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0645 \u0648\u062a\u062d\u0633\u064a\u0646\u0647\u0627.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0623\u0646\u0648\u0627\u0639 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a<\/h2>\n<p>\u064a\u0645\u0643\u0646 \u062a\u0635\u0646\u064a\u0641 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0625\u0644\u0649 \u0639\u062f\u0629 \u0623\u0646\u0648\u0627\u0639 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629. \u062a\u0634\u0645\u0644 \u0627\u0644\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u0645\u064a\u0632\u0629 \u0645\u0627 \u064a\u0644\u064a:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u064a\u0643\u062a\u0628<\/th>\n<th>\u0648\u0635\u0641<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0646\u0635<\/td>\n<td>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0645\u062b\u0644 \u0623\u0646\u0645\u0627\u0637 URL \u0623\u0648 \u0633\u0644\u0627\u0633\u0644 \u0648\u0643\u064a\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0623\u0648 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0644\u0645\u062d\u062a\u0648\u0649.<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0648\u0642\u062a<\/td>\n<td>\u062f\u0645\u062c \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u0648\u0642\u062a \u0645\u0646 \u0627\u0644\u064a\u0648\u0645 \u0623\u0648 \u064a\u0648\u0645 \u0627\u0644\u0623\u0633\u0628\u0648\u0639 \u0623\u0648 \u0633\u062c\u0644 \u0627\u0644\u062a\u0635\u0641\u062d.<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0631\u062f\u062f<\/td>\n<td>\u062a\u062d\u0644\u064a\u0644 \u062a\u0643\u0631\u0627\u0631 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0645\u0646 \u0639\u0646\u0627\u0648\u064a\u0646 IP \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0623\u0648 \u0644\u0645\u0648\u0627\u0631\u062f \u0645\u062d\u062f\u062f\u0629.<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0634\u0628\u0643\u0629<\/td>\n<td>\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0634\u0628\u0643\u0629 \u0645\u062b\u0644 \u0632\u0645\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0623\u0648 \u0639\u0631\u0636 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a \u0623\u0648 \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0637\u0631\u0642 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0648\u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0648\u062d\u0644\u0648\u0644\u0647\u0627 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645.<\/h2>\n<h3>\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a<\/h3>\n<p>\u064a\u0633\u062a\u0641\u064a\u062f \u0645\u0648\u0641\u0631\u0648 \u0627\u0644\u062e\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644 \u0645\u0646 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0628\u0637\u0631\u0642 \u0645\u062e\u062a\u0644\u0641\u0629:<\/p>\n<ol>\n<li>\n<p><strong>\u0625\u0643\u062a\u0634\u0627\u0641 \u0639\u064a\u0628 \u062e\u0644\u0642\u064a<\/strong>: \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0644\u062a\u0642\u0637 \u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0639\u0627\u062f\u064a\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0648\u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0625\u062f\u0627\u0631\u0629 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a<\/strong>: \u062a\u0633\u0627\u0639\u062f \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a \u0628\u0643\u0641\u0627\u0621\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0648\u062c\u0644\u0628\u0647\u0627 \u0645\u0633\u0628\u0642\u064b\u0627.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u062d\u0645\u0644<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u062c\u064a\u062f\u064b\u0627 \u0641\u064a \u0645\u0648\u0627\u0632\u0646\u0629 \u0627\u0644\u062a\u062d\u0645\u064a\u0644\u060c \u0648\u062a\u0648\u062c\u064a\u0647 \u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0625\u0644\u0649 \u062e\u0648\u0627\u062f\u0645 \u0623\u0642\u0644 \u062a\u062d\u0645\u064a\u0644\u064b\u0627.<\/p>\n<\/li>\n<\/ol>\n<h3>\u0627\u0644\u0645\u0634\u0627\u0643\u0644 \u0648\u0627\u0644\u062d\u0644\u0648\u0644<\/h3>\n<ol>\n<li>\n<p><strong>\u0627\u0644\u062a\u062c\u0647\u064a\u0632 \u0627\u0644\u0632\u0627\u0626\u062f<\/strong>: \u0642\u062f \u062a\u0624\u062f\u064a \u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0632\u0627\u0626\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u062c\u0647\u064a\u0632 \u0627\u0644\u0632\u0627\u0626\u062f\u060c \u0645\u0645\u0627 \u064a\u062a\u0633\u0628\u0628 \u0641\u064a \u0636\u0639\u0641 \u0623\u062f\u0627\u0621 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0639\u0646\u062f \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0623\u0648 \u063a\u064a\u0631 \u0627\u0644\u0645\u0631\u0626\u064a\u0629. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0633\u0627\u0639\u062f \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0635\u062d\u0629 \u0648\u0627\u0644\u062a\u0646\u0638\u064a\u0645 \u0641\u064a \u0627\u0644\u062a\u062e\u0641\u064a\u0641 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0634\u0643\u0644\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0624\u062b\u0631 \u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0631\u062f\u064a\u0626\u0629 \u0633\u0644\u0628\u064b\u0627 \u0639\u0644\u0649 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0624\u062f\u064a \u062a\u0646\u0641\u064a\u0630 \u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0642\u0648\u064a\u0629 \u0644\u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629 \u0625\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0647\u0630\u0647 \u0627\u0644\u0645\u0634\u0643\u0644\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u063a\u064a\u064a\u0631 \u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/strong>: \u064a\u062c\u0628 \u062a\u062d\u062f\u064a\u062b \u0645\u0633\u0627\u0631\u0627\u062a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0628\u0627\u0646\u062a\u0638\u0627\u0645 \u0644\u0627\u0633\u062a\u064a\u0639\u0627\u0628 \u0627\u0644\u062a\u062d\u0648\u0644\u0627\u062a \u0641\u064a \u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0634\u0628\u0643\u0629.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0648\u0645\u0642\u0627\u0631\u0646\u0627\u062a \u0623\u062e\u0631\u0649 \u0645\u0639 \u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0645\u0645\u0627\u062b\u0644\u0629<\/h2>\n<h3>\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0645\u0642\u0627\u0628\u0644 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u064a\u0632\u0629<\/h3>\n<p>\u0641\u064a \u062d\u064a\u0646 \u0623\u0646 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u062a\u062a\u0636\u0645\u0646 \u0625\u0646\u0634\u0627\u0621 \u0633\u0645\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629\u060c \u0641\u0625\u0646 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u064a\u0632\u0629 \u0647\u0648 \u0639\u0645\u0644\u064a\u0629 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0623\u0643\u062b\u0631 \u0635\u0644\u0629 \u0645\u0646 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629. \u062a\u0647\u062f\u0641 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u0647\u062f\u0641 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u064a\u0632\u0629 \u0625\u0644\u0649 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u062f\u0648\u0646 \u0641\u0642\u062f\u0627\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0647\u0645\u0629.<\/p>\n<h3>\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/h3>\n<p>\u062a\u0639\u062f \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u062e\u0637\u0648\u0629 \u062a\u062d\u0636\u064a\u0631\u064a\u0629 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u062d\u064a\u062b \u064a\u0646\u0635\u0628 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0645\u064a\u0632\u0627\u062a. \u064a\u062a\u0636\u0645\u0646 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0644\u0625\u062c\u0631\u0627\u0621 \u062a\u0646\u0628\u0624\u0627\u062a \u0623\u0648 \u0642\u0631\u0627\u0631\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629.<\/p>\n<h2>\u0648\u062c\u0647\u0627\u062a \u0646\u0638\u0631 \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a<\/h2>\n<p>\u064a\u0639\u062f \u0645\u0633\u062a\u0642\u0628\u0644 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0644\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0648\u0627\u0639\u062f\u064b\u0627\u060c \u062d\u064a\u062b \u062a\u0633\u062a\u0645\u0631 \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0629 \u0641\u064a \u062f\u0641\u0639 \u062d\u062f\u0648\u062f \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629. \u0628\u0639\u0636 \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u0646\u062a\u0637\u0644\u0639 \u0625\u0644\u064a\u0647\u0627 \u062a\u0634\u0645\u0644 \u0645\u0627 \u064a\u0644\u064a:<\/p>\n<ol>\n<li>\n<p><strong>\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629<\/strong>: \u0645\u0639 \u0638\u0647\u0648\u0631 AutoML \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629\u060c \u0645\u0646 \u0627\u0644\u0645\u0631\u062c\u062d \u0623\u0646 \u062a\u0635\u0628\u062d \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0623\u0643\u062b\u0631 \u0622\u0644\u064a\u0629 \u0648\u0643\u0641\u0627\u0621\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629<\/strong>: \u0633\u062a\u0635\u0628\u062d \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0627\u0644\u062a\u064a \u062a\u062a\u0643\u064a\u0641 \u0645\u0639 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0629 \u0628\u0633\u0631\u0639\u0629 \u0648\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0627\u062a \u0627\u0644\u0634\u0628\u0643\u0629 \u0636\u0631\u0648\u0631\u064a\u0629 \u0628\u0634\u0643\u0644 \u0645\u062a\u0632\u0627\u064a\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>: \u0645\u0639 \u062a\u0632\u0627\u064a\u062f \u0627\u0646\u062a\u0634\u0627\u0631 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0633\u062a\u0644\u0639\u0628 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u062f\u0648\u0631\u064b\u0627 \u062d\u064a\u0648\u064a\u064b\u0627 \u0641\u064a \u062a\u0639\u0632\u064a\u0632 \u0642\u062f\u0631\u0627\u062a\u0647\u0627 \u0639\u0644\u0649 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0623\u0648 \u0631\u0628\u0637\u0647\u0627 \u0628\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a<\/h2>\n<p>\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0633\u062a\u0641\u064a\u062f \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0628\u0634\u0643\u0644 \u0645\u0628\u0627\u0634\u0631 \u0645\u0646 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0628\u0639\u062f\u0629 \u0637\u0631\u0642:<\/p>\n<ol>\n<li>\n<p><strong>\u0645\u0644\u0641 \u062a\u0639\u0631\u064a\u0641 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/strong>: \u062a\u0633\u0627\u0639\u062f \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0641\u064a \u0625\u0646\u0634\u0627\u0621 \u0645\u0644\u0641\u0627\u062a \u062a\u0639\u0631\u064a\u0641 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646\u060c \u0648\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0645\u0646 \u062a\u062e\u0635\u064a\u0635 \u062a\u0633\u0644\u064a\u0645 \u0627\u0644\u0645\u062d\u062a\u0648\u0649.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621<\/strong>: \u062a\u0639\u0645\u0644 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u062c\u064a\u062f\u064b\u0627 \u0639\u0644\u0649 \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0645\u0646 \u062a\u062d\u0633\u064a\u0646 \u0622\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a \u0648\u0645\u0648\u0627\u0632\u0646\u0629 \u0627\u0644\u062a\u062d\u0645\u064a\u0644 \u0648\u0636\u063a\u0637 \u0627\u0644\u0645\u062d\u062a\u0648\u0649.<\/p>\n<\/li>\n<li>\n<p><strong>\u062d\u0645\u0627\u064a\u0629<\/strong>: \u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629 \u0641\u064a \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0646\u0634\u0637\u0629 \u0627\u0644\u0645\u0634\u0628\u0648\u0647\u0629 \u0648\u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629\u060c \u0648\u062a\u0639\u0632\u064a\u0632 \u062f\u0641\u0627\u0639\u0627\u062a \u0627\u0644\u062e\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0631\u0648\u0627\u0628\u0637 \u0630\u0627\u062a \u0639\u0644\u0627\u0642\u0629<\/h2>\n<p>\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062d\u0648\u0644 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647\u0627\u060c \u0631\u0627\u062c\u0639 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<ol>\n<li><a href=\"https:\/\/machinelearningmastery.com\/discover-feature-engineering-how-to-engineer-features-and-how-to-get-good-at-it\/\" target=\"_new\" rel=\"noopener nofollow\">\u0625\u062a\u0642\u0627\u0646 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u2013 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a<\/a><\/li>\n<li><a href=\"https:\/\/www.datacamp.com\/community\/tutorials\/feature-engineering-methods-python\" target=\"_new\" rel=\"noopener nofollow\">DataCamp \u2013 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u0645\u064a\u0632\u0629<\/a><\/li>\n<li><a href=\"https:\/\/towardsdatascience.com\/understanding-feature-engineering-part-1-continuous-numeric-data-da4e47099a7b\" target=\"_new\" rel=\"noopener nofollow\">\u0646\u062d\u0648 \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u2013 \u0645\u0641\u0627\u0647\u064a\u0645 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a<\/a><\/li>\n<\/ol>\n<p>\u0641\u064a \u0627\u0644\u062e\u062a\u0627\u0645\u060c \u062a\u0639\u062f \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u062c\u0627\u0646\u0628\u064b\u0627 \u0645\u0647\u0645\u064b\u0627 \u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062e\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644 \u0627\u0644\u062d\u062f\u064a\u062b\u0629\u060c \u062d\u064a\u062b \u062a\u0633\u0627\u0639\u062f \u0645\u0642\u062f\u0645\u064a \u0627\u0644\u062e\u062f\u0645\u0629 \u0645\u062b\u0644 OneProxy \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u062a\u062d\u0633\u064a\u0646 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u062a\u0639\u0632\u064a\u0632 \u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u0623\u0645\u0627\u0646 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0645. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u062e\u062a\u064a\u0627\u0631 \u0633\u0645\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629 \u0648\u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0628\u0639\u0646\u0627\u064a\u0629\u060c \u062a\u0645\u0647\u062f \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0637\u0631\u064a\u0642 \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0648\u0643\u064a\u0644 \u0627\u0644\u0641\u0639\u0627\u0644\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062d\u0635\u0648\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0644\u0649 \u062a\u062c\u0631\u0628\u0629 \u062a\u0635\u0641\u062d \u0633\u0644\u0633\u0629 \u0648\u0622\u0645\u0646\u0629. \u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u062a\u0642\u062f\u0645 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627\u060c \u0633\u062a\u0638\u0644 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0641\u064a \u0637\u0644\u064a\u0639\u0629 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062e\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u062d\u0644\u0648\u0644\u0627\u064b \u0645\u0628\u062a\u0643\u0631\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u062e\u062f\u0645\u0627\u062a.<\/p>","protected":false},"featured_media":468383,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-477200","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Feature Engineering: Enhancing Proxy Server Performance<\/mark>","faq_items":[{"question":"What is feature engineering and why is it essential for proxy servers?","answer":"<p>Feature engineering is a process in proxy server technology that involves selecting and transforming relevant data attributes to optimize performance and improve user experience. It is essential for proxy servers like OneProxy as it enables them to make more informed decisions, enhance security measures, and personalize content delivery for users.<\/p>"},{"question":"How does feature engineering work in proxy servers?","answer":"<p>In proxy servers, feature engineering involves several key steps, including data collection, data cleaning, feature extraction, feature selection, feature scaling, and feature validation. Skilled data scientists analyze the data, employ machine learning algorithms, and apply mathematical transformations to create meaningful features that represent user behavior, network conditions, and other critical information.<\/p>"},{"question":"What are the different types of feature engineering in the context of proxy servers?","answer":"<p>Feature engineering for proxy servers can be categorized into text-based features, time-based features, frequency-based features, and network-based features. These types involve extracting information from textual data, incorporating temporal patterns, analyzing request frequencies, and utilizing network characteristics, respectively.<\/p>"},{"question":"How can feature engineering benefit proxy servers and their users?","answer":"<p>By utilizing feature engineering, proxy servers can achieve several benefits. It enables efficient cache management, load balancing, and anomaly detection. It also helps in predicting user needs, reducing latency, and enhancing overall server performance for a better user experience.<\/p>"},{"question":"What are the challenges faced in feature engineering for proxy servers?","answer":"<p>Some challenges in feature engineering include overfitting, data quality issues, and the need to adapt to changing user behavior and network conditions. To address these challenges, proxy server providers like OneProxy implement cross-validation, data cleaning procedures, and regularly update their feature engineering pipelines.<\/p>"},{"question":"How does the future of feature engineering look for proxy servers?","answer":"<p>The future of feature engineering in proxy servers is promising. Advancements in AI and automation are likely to lead to more automated and dynamic feature engineering pipelines. This will enable real-time adaptability to changing user patterns and network dynamics, further enhancing the performance and security of proxy servers.<\/p>"},{"question":"How do proxy servers and feature engineering work together?","answer":"<p>Proxy servers directly benefit from feature engineering by leveraging it to create user profiles, optimize performance, and enhance security measures. By transforming raw data into actionable insights, feature engineering ensures that proxy servers deliver a seamless and secure browsing experience to users.<\/p>"},{"question":"Where can I find more information about feature engineering and its applications?","answer":"<p>For more information about feature engineering and its applications, you can explore the following resources:<\/p><ol><li><a href=\"https:\/\/machinelearningmastery.com\/discover-feature-engineering-how-to-engineer-features-and-how-to-get-good-at-it\/\" target=\"_new\">Machine Learning Mastery - Feature Engineering<\/a><\/li><li><a href=\"https:\/\/www.datacamp.com\/community\/tutorials\/feature-engineering-methods-python\" target=\"_new\">DataCamp - Feature Engineering Techniques<\/a><\/li><li><a href=\"https:\/\/towardsdatascience.com\/understanding-feature-engineering-part-1-continuous-numeric-data-da4e47099a7b\" target=\"_new\">Towards Data Science - Feature Engineering Concepts<\/a><\/li><\/ol>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/477200","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/477200\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media\/468383"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media?parent=477200"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}