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\u0628\u0643\u0633\u0644 \u0623\u0648 \u0625\u0637\u0627\u0631\u0627\u062a \u062a\u0634\u0643\u0644 \u0623\u0646\u0645\u0627\u0637\u064b\u0627 \u0645\u0631\u0626\u064a\u0629 \u064a\u0645\u0643\u0646 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u064a\u0647\u0627\u060c \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u063a\u064a\u0627\u0628 \u062d\u0642\u0648\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629.<\/li>\n<\/ul>\n<p>\u0644\u0644\u0639\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644\u060c \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0645\u062b\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)\u060c \u0648\u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631\u060c \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u062a\u064a\u060c \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u062a\u0633\u0627\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0641\u064a \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0644\u0645\u0639\u0646\u0649 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0648\u062a\u0645\u0643\u064a\u0646 \u062a\u0643\u0627\u0645\u0644\u0647\u0627 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0644\u0625\u062c\u0631\u0627\u0621 \u062a\u062d\u0644\u064a\u0644 \u0634\u0627\u0645\u0644.<\/p>\n<h2>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0645\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629<\/h2>\n<p>\u062a\u0634\u0645\u0644 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0645\u0627 \u064a\u0644\u064a:<\/p>\n<ol>\n<li>\u0639\u062f\u0645 \u0648\u062c\u0648\u062f \u0628\u0646\u064a\u0629 \u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627: \u0644\u0627 \u062a\u0644\u062a\u0632\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0628\u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a \u0623\u0648 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062b\u0627\u0628\u062a\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u0631\u0646\u0629 \u0648\u0644\u0643\u0646 \u0645\u0646 \u0627\u0644\u0635\u0639\u0628 \u0625\u062f\u0627\u0631\u062a\u0647\u0627.<\/li>\n<li>\u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629: \u062a\u0634\u0645\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u062b\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0635\u0648\u062a \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u060c \u0645\u0645\u0627 \u064a\u0633\u062a\u0644\u0632\u0645 \u0623\u062f\u0648\u0627\u062a \u0645\u062a\u062e\u0635\u0635\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0643\u0644 \u0646\u0648\u0639 \u0628\u0641\u0639\u0627\u0644\u064a\u0629.<\/li>\n<li>\u0627\u0644\u062d\u062c\u0645 \u0648\u0627\u0644\u0633\u0631\u0639\u0629: \u064a\u062a\u0637\u0644\u0628 \u0627\u0644\u062d\u062c\u0645 \u0627\u0644\u0647\u0627\u0626\u0644 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u064a \u064a\u062a\u0645 \u0625\u0646\u0634\u0627\u0624\u0647\u0627 \u064a\u0648\u0645\u064a\u064b\u0627\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0645\u0639\u062f\u0644 \u062a\u0648\u0644\u064a\u062f\u0647\u0627 \u0627\u0644\u0633\u0631\u064a\u0639\u060c \u062d\u0644\u0648\u0644\u0627\u064b \u0641\u0639\u0627\u0644\u0629 \u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627.<\/li>\n<li>\u0631\u0624\u0649 \u0642\u064a\u0645\u0629: \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0648\u0627\u062c\u0647\u0647\u0627\u060c \u062a\u062d\u0645\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0631\u0624\u0649 \u0648\u0641\u0631\u0635\u064b\u0627 \u0642\u064a\u0645\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0644\u0627\u0643\u062a\u0633\u0627\u0628 \u0645\u064a\u0632\u0629 \u062a\u0646\u0627\u0641\u0633\u064a\u0629 \u0648\u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631.<\/li>\n<\/ol>\n<h2>\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629<\/h2>\n<p>\u064a\u0645\u0643\u0646 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0625\u0644\u0649 \u0623\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u062d\u062a\u0648\u0627\u0647\u0627 \u0648\u0634\u0643\u0644\u0647\u0627. \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0628\u0639\u0636 \u0627\u0644\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0634\u0627\u0626\u0639\u0629:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0646\u0648\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629<\/th>\n<th>\u0648\u0635\u0641<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629<\/td>\n<td>\u064a\u062a\u0636\u0645\u0646 \u0627\u0644\u0645\u0642\u0627\u0644\u0627\u062a \u0648\u0631\u0633\u0627\u0626\u0644 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0648\u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0648\u0645\u0627 \u0625\u0644\u0649 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\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<table>\n<thead>\n<tr>\n<th>\u0635\u0641\u0629 \u0645\u0645\u064a\u0632\u0629<\/th>\n<th>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629<\/th>\n<th>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0646\u0638\u0645\u0629<\/th>\n<th>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0634\u0628\u0647 \u0627\u0644\u0645\u0646\u0638\u0645\u0629<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/td>\n<td>\u0644\u0627 \u064a\u0648\u062c\u062f \u0646\u0645\u0648\u0630\u062c \u0645\u062d\u062f\u062f \u0645\u0633\u0628\u0642\u064b\u0627<\/td>\n<td>\u0646\u0645\u0648\u0630\u062c \u0645\u062d\u062f\u062f \u0645\u0633\u0628\u0642\u064b\u0627<\/td>\n<td>\u0646\u0645\u0648\u0630\u062c \u0645\u062d\u062f\u062f \u062c\u0632\u0626\u064a\u0627<\/td>\n<\/tr>\n<tr>\n<td>\u0634\u0643\u0644<\/td>\n<td>\u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629<\/td>\n<td>\u062a\u0646\u0633\u064a\u0642 \u062b\u0627\u0628\u062a<\/td>\n<td>\u062a\u0646\u0633\u064a\u0642 \u0647\u062c\u064a\u0646<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u062e\u0637\u0637<\/td>\n<td>\u063a\u0627\u0626\u0628<\/td>\n<td>\u0645\u062e\u0637\u0637 \u0635\u0631\u064a\u062d<\/td>\n<td>\u0645\u062e\u0637\u0637 \u0645\u0631\u0646<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645<\/td>\n<td>\u0645\u0639\u0642\u062f<\/td>\n<td>\u0648\u0627\u0636\u062d \u0648\u0645\u0628\u0627\u0634\u0631<\/td>\n<td>\u0645\u062a\u0648\u0633\u0637<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0648\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629<\/td>\n<td>\u0627\u0644\u062a\u062d\u062f\u064a<\/td>\n<td>\u0641\u0639\u0627\u0644<\/td>\n<td>\u0641\u0639\u0627\u0644\u0629 \u0625\u0644\u0649 \u062d\u062f \u0645\u0627<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\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\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629<\/h2>\n<p>\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 \u064a\u0628\u062f\u0648 \u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0648\u0627\u0639\u062f\u064b\u0627. \u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0648\u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0634\u0643\u0644 \u062a\u0637\u0648\u0631\u0647\u0627:<\/p>\n<ol>\n<li><strong>\u0631\u0624\u0649 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong> \u0633\u064a\u0644\u0639\u0628 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI) \u062f\u0648\u0631\u064b\u0627 \u062d\u0627\u0633\u0645\u064b\u0627 \u0641\u064a \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0631\u0624\u0649 \u0642\u064a\u0645\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (NLP) \u0648\u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0623\u062e\u0631\u0649.<\/li>\n<li><strong>\u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/strong> \u0633\u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0623\u062a\u0645\u062a\u0629 \u0639\u0645\u0644\u064a\u0629 \u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0623\u0643\u062b\u0631 \u0643\u0641\u0627\u0621\u0629.<\/li>\n<li><strong>\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u064a\u0627\u0642\u064a:<\/strong> \u0633\u064a\u0645\u0643\u0646 \u0627\u0644\u0648\u0639\u064a \u0627\u0644\u0645\u0639\u0632\u0632 \u0628\u0627\u0644\u0633\u064a\u0627\u0642 \u0645\u0646 \u062a\u0641\u0633\u064a\u0631 \u0623\u0641\u0636\u0644 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0648\u0630\u0627\u062a \u0645\u063a\u0632\u0649.<\/li>\n<li><strong>\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u062d\u0627\u0641\u0629:<\/strong> \u0633\u062a\u0624\u062f\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0639\u0644\u0649 \u062d\u0627\u0641\u0629 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0625\u0644\u0649 \u062a\u0642\u0644\u064a\u0644 \u0632\u0645\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0648\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0648\u0647\u0648 \u0623\u0645\u0631 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629 \u0644\u0644\u0648\u0642\u062a.<\/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\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629<\/h2>\n<p>\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0644\u0639\u0628 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u062f\u0648\u0631\u064b\u0627 \u062d\u064a\u0648\u064a\u064b\u0627 \u0641\u064a \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629\u060c \u062e\u0627\u0635\u0629 \u0641\u064a \u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0643\u0648\u0646 \u0641\u064a\u0647\u0627 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0636\u0631\u0648\u0631\u064a\u0629. \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0643\u064a\u0641\u064a\u0629 \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\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629:<\/p>\n<ol>\n<li><strong>\u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/strong> \u064a\u0645\u0643\u0646 \u0644\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0645\u0624\u0642\u062a\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a \u0648\u064a\u0633\u0631\u0639 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u0637\u0644\u0648\u0628 \u0628\u0634\u0643\u0644 \u0645\u062a\u0643\u0631\u0631 \u0645\u062b\u0644 \u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0648\u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a.<\/li>\n<li><strong>\u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649:<\/strong> \u064a\u0645\u0643\u0646 \u062a\u0643\u0648\u064a\u0646 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0644\u062a\u0635\u0641\u064a\u0629 \u0648\u062d\u0638\u0631 \u0623\u0646\u0648\u0627\u0639 \u0645\u0639\u064a\u0646\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0644\u0633\u064a\u0627\u0633\u0627\u062a \u0623\u0648 \u0627\u0644\u0644\u0648\u0627\u0626\u062d \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u0629.<\/li>\n<li><strong>\u0639\u062f\u0645 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0647\u0648\u064a\u062a\u0647 \u0648\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629:<\/strong> \u064a\u0645\u0643\u0646 \u0644\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0623\u0646 \u062a\u0648\u0641\u0631 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0642\u062f\u0631\u064b\u0627 \u0623\u0643\u0628\u0631 \u0645\u0646 \u0639\u062f\u0645 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0647\u0648\u064a\u062a\u0647\u0645 \u0648\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0625\u062e\u0641\u0627\u0621 \u0639\u0646\u0627\u0648\u064a\u0646 IP \u0627\u0644\u0623\u0635\u0644\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0645 \u0639\u0646\u062f \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0645\u0646 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a.<\/li>\n<\/ol>\n<p>\u0628\u0634\u0643\u0644 \u0639\u0627\u0645\u060c \u062a\u0639\u0645\u0644 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0643\u0648\u0633\u064a\u0637 \u0628\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\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 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<ol>\n<li><a href=\"https:\/\/www.ibm.com\/cloud\/learn\/unstructured-data\" target=\"_new\" rel=\"noopener nofollow\">\u0641\u0647\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u2013 IBM<\/a><\/li>\n<li><a href=\"https:\/\/www.oracle.com\/data-management\/glossary\/unstructured-data\/\" target=\"_new\" rel=\"noopener nofollow\">\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629: \u0627\u0644\u062a\u0639\u0631\u064a\u0641 \u0648\u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0648\u0627\u0644\u0631\u0624\u0649 - \u0623\u0648\u0631\u0627\u0643\u0644<\/a><\/li>\n<li><a href=\"https:\/\/www.gartner.com\/en\/information-technology\/glossary\/unstructured-data\" target=\"_new\" rel=\"noopener nofollow\">\u0635\u0639\u0648\u062f \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u2013 \u062c\u0627\u0631\u062a\u0646\u0631<\/a><\/li>\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/resources\/cloud-computing-dictionary\/what-is-unstructured-data\/\" target=\"_new\" rel=\"noopener nofollow\">\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u2013 Microsoft Azure<\/a><\/li>\n<\/ol>\n<p>\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062e\u0648\u0636 \u0641\u064a \u0639\u0627\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0625\u0637\u0644\u0627\u0642 \u0627\u0644\u0639\u0646\u0627\u0646 \u0644\u0644\u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0641\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0643\u0645\u0646 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0628\u062d\u0631 \u0627\u0644\u0645\u062a\u0646\u0648\u0639 \u0648\u0627\u0644\u0645\u062a\u0632\u0627\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a. \u0645\u0639 \u062a\u0642\u062f\u0645 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0648\u0638\u0647\u0648\u0631 \u0641\u0631\u0635 \u062c\u062f\u064a\u062f\u0629\u060c \u0633\u064a\u0635\u0628\u062d \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0628\u0644\u0627 \u0634\u0643 \u0639\u0627\u0645\u0644 \u062a\u0645\u064a\u064a\u0632 \u062d\u0627\u0633\u0645 \u0641\u064a \u0627\u0644\u0645\u0634\u0647\u062f \u0627\u0644\u062a\u0646\u0627\u0641\u0633\u064a\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0645\u0646 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0645\u0633\u062a\u0646\u064a\u0631\u0629 \u0648\u0627\u0644\u0628\u0642\u0627\u0621 \u0641\u064a \u0627\u0644\u0645\u0642\u062f\u0645\u0629 \u0641\u064a \u0639\u0635\u0631 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>","protected":false},"featured_media":470775,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-479452","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Unstructured Data: Unlocking the Hidden Potential<\/mark>","faq_items":[{"question":"What is unstructured data?","answer":"<p>Unstructured data refers to data that lacks a predefined structure or data model. It includes various types such as text documents, images, videos, audio files, social media posts, and more. Unlike structured data, it does not fit neatly into traditional databases.<\/p>"},{"question":"How did unstructured data originate?","answer":"<p>The concept of unstructured data has been around since the 1970s, but it gained significant momentum with the rise of the internet and digital content. As websites, social media, and digital media proliferated, so did the volume and variety of unstructured data.<\/p>"},{"question":"How does unstructured data work?","answer":"<p>Unstructured data may not have a predefined schema, but it still possesses implicit structures. For example, text documents have paragraphs and sentences, while images consist of pixels forming visual patterns. Advanced technologies like natural language processing and computer vision help extract meaning from unstructured data.<\/p>"},{"question":"What are the key features of unstructured data?","answer":"<p>Key features of unstructured data include its lack of a predefined structure, diverse formats, large volumes, and the potential for valuable insights. Businesses can gain a competitive advantage by leveraging this data for data-driven decision-making.<\/p>"},{"question":"What types of unstructured data exist?","answer":"<p>Unstructured data comes in various types, including text documents, images, videos, social media posts, audio files, web pages, presentations, sensor data, and metadata. Each type requires specific tools for effective processing.<\/p>"},{"question":"How can unstructured data be used?","answer":"<p>Unstructured data can be used for various purposes, such as sentiment analysis, image and video analysis, voice recognition, and natural language processing. It offers valuable insights into customer behavior, market trends, and more.<\/p>"},{"question":"What are the challenges related to unstructured data usage?","answer":"<p>Some challenges with unstructured data usage include data quality, scalability, security, and data integration with structured data. Solutions involve data cleansing, scalable infrastructure, security measures, and data integration technologies.<\/p>"},{"question":"How does the future look for unstructured data?","answer":"<p>The future of unstructured data appears promising with advancements in AI-driven insights, automated data labeling, contextual analysis, and edge computing. These developments will enhance the interpretation and use of unstructured data.<\/p>"},{"question":"How are proxy servers associated with unstructured data?","answer":"<p>Proxy servers play a crucial role in handling unstructured data by caching content, filtering data, and providing users with increased anonymity and privacy. They act as intermediaries between clients and unstructured data sources, enhancing security and control.<\/p>"},{"question":"Where can I find more information about unstructured data?","answer":"<p>For more in-depth insights into unstructured data, you can explore the following resources:<\/p><ol><li><a href=\"https:\/\/www.ibm.com\/cloud\/learn\/unstructured-data\" target=\"_new\">IBM - Understanding Unstructured Data<\/a><\/li><li><a href=\"https:\/\/www.oracle.com\/data-management\/glossary\/unstructured-data\/\" target=\"_new\">Oracle - Unstructured DatDefinition, Examples, and Insights<\/a><\/li><li><a href=\"https:\/\/www.gartner.com\/en\/information-technology\/glossary\/unstructured-data\" target=\"_new\">Gartner - The Rise of Unstructured Data Analytics<\/a><\/li><li><a href=\"https:\/\/azure.microsoft.com\/en-us\/resources\/cloud-computing-dictionary\/what-is-unstructured-data\/\" target=\"_new\">Microsoft Azure - Unstructured Data Processing with AI<\/a><\/li><\/ol>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/479452","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\/479452\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media\/470775"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media?parent=479452"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}