{"id":5036,"date":"2026-02-15T09:17:11","date_gmt":"2026-02-15T09:17:11","guid":{"rendered":"https:\/\/futuretechs2040.com\/?p=5036"},"modified":"2026-02-16T06:50:58","modified_gmt":"2026-02-16T06:50:58","slug":"%d9%85%d8%a7-%d9%87%d9%88-%d9%85%d8%b3%d8%aa%d9%88%d8%af%d8%b9-%d8%a7%d9%84%d8%a8%d9%8a%d8%a7%d9%86%d8%a7%d8%aa-data-warehouse%d8%9f","status":"publish","type":"post","link":"https:\/\/futuretechs2040.com\/?p=5036","title":{"rendered":"\u0645\u0627 \u0647\u0648 \u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Warehouse)\u061f"},"content":{"rendered":"<p style=\"text-align: justify;\" data-start=\"0\" data-end=\"319\">\u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Warehouse)<\/p>\n<p style=\"text-align: justify;\" data-start=\"0\" data-end=\"319\">\u0641\u064a \u0639\u0627\u0644\u0645\u064d \u0623\u0635\u0628\u062d\u062a \u0641\u064a\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a 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\u0645\u0641\u0647\u0648\u0645 <strong data-start=\"220\" data-end=\"256\">\u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Warehouse)<\/strong> \u0628\u0648\u0635\u0641\u0647 \u062d\u062c\u0631 \u0627\u0644\u0623\u0633\u0627\u0633 \u0641\u064a \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n<h2 style=\"text-align: justify;\" data-start=\"481\" data-end=\"523\">\u0645\u0627 \u0647\u0648 \u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Warehouse)\u061f<\/h2>\n<p style=\"text-align: justify;\" data-start=\"525\" data-end=\"755\">\u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0648 \u0646\u0638\u0627\u0645 \u0645\u0631\u0643\u0632\u064a 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\u0644\u0627\u062d\u0642\u064b\u0627.<\/p>\n<p style=\"text-align: justify;\" data-start=\"757\" data-end=\"967\">\u0628\u0639\u0643\u0633 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u064a\u0648\u0645\u064a\u0629\u060c \u0641\u0625\u0646 \u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062e\u0635\u0635 \u0623\u0633\u0627\u0633\u064b\u0627 \u0644\u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631. \u0623\u064a \u0623\u0646\u0647 \u0644\u0627 \u064a\u064f\u0628\u0646\u0649 \u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629\u060c \u0628\u0644 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\u064a\u062e\u0628\u0631\u0643 <strong data-start=\"1059\" data-end=\"1092\">\u0644\u0645\u0627\u0630\u0627 \u064a\u062d\u062f\u062b \u0648\u0645\u0627\u0630\u0627 \u0633\u064a\u062d\u062f\u062b \u0644\u0627\u062d\u0642\u064b\u0627<\/strong><\/p>\n<\/li>\n<\/ul>\n<h3 style=\"text-align: justify;\" data-start=\"1099\" data-end=\"1140\">\u0644\u0645\u0627\u0630\u0627 \u062a\u062d\u062a\u0627\u062c \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0625\u0644\u0649 \u0645\u0633\u062a\u0648\u062f\u0639 \u0628\u064a\u0627\u0646\u0627\u062a\u061f<\/h3>\n<p style=\"text-align: justify;\" data-start=\"1142\" data-end=\"1242\">\u0645\u0639 \u062a\u0637\u0648\u0631 \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0631\u0642\u0645\u064a\u0629\u060c \u0623\u0635\u0628\u062d\u062a \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u062a\u0645\u062a\u0644\u0643 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\u0627\u0644\u0633\u0648\u0642<\/p>\n<\/li>\n<li data-start=\"1335\" data-end=\"1352\">\n<p data-start=\"1337\" data-end=\"1352\">\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify;\" data-start=\"1354\" data-end=\"1516\">\u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0627\u062f\u0629 \u062a\u0643\u0648\u0646 \u0645\u0648\u0632\u0639\u0629 \u0639\u0628\u0631 \u0639\u0634\u0631\u0627\u062a \u0627\u0644\u0623\u0646\u0638\u0645\u0629\u060c \u0648\u063a\u0627\u0644\u0628\u064b\u0627 \u063a\u064a\u0631 \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0641\u064a \u0627\u0644\u0635\u064a\u063a\u0629 \u0623\u0648 \u0627\u0644\u062a\u0648\u0642\u064a\u062a. \u0648\u0647\u0646\u0627 \u062a\u0638\u0647\u0631 \u0627\u0644\u0645\u0634\u0643\u0644\u0629: \u0644\u0627 \u064a\u0645\u0643\u0646 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u062f\u0642\u064a\u0642\u0629 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\u0639\u0646 \u0627\u0644\u0634\u0631\u0643\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0637\u0644\u0628 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0648\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641.<\/p>\n<h2 style=\"text-align: justify;\" data-start=\"1750\" data-end=\"1778\">\u0643\u064a\u0641 \u064a\u0639\u0645\u0644 \u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061f<\/h2>\n<p style=\"text-align: justify;\" data-start=\"1780\" data-end=\"1856\">\u0622\u0644\u064a\u0629 \u0639\u0645\u0644 \u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0645\u0631 \u0628\u062b\u0644\u0627\u062b \u0645\u0631\u0627\u062d\u0644 \u0631\u0626\u064a\u0633\u064a\u0629 \u062a\u064f\u0639\u0631\u0641 \u0627\u062e\u062a\u0635\u0627\u0631\u064b\u0627 \u0628\u0627\u0633\u0645 <strong data-start=\"1848\" data-end=\"1855\">ETL<\/strong>:<\/p>\n<h4 style=\"text-align: justify;\" data-start=\"1858\" data-end=\"1884\">1) \u0627\u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c (Extract)<\/h4>\n<p style=\"text-align: justify;\" data-start=\"1885\" data-end=\"1918\">\u064a\u062a\u0645 \u062c\u0644\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062e\u062a\u0644\u0641\u0629:<\/p>\n<ul style=\"text-align: justify;\" data-start=\"1919\" data-end=\"2008\">\n<li data-start=\"1919\" data-end=\"1940\">\n<p data-start=\"1921\" data-end=\"1940\">\u0642\u0648\u0627\u0639\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0634\u0631\u0643\u0629<\/p>\n<\/li>\n<li data-start=\"1941\" data-end=\"1957\">\n<p data-start=\"1943\" data-end=\"1957\">\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062d\u0627\u0633\u0628\u0629<\/p>\n<\/li>\n<li data-start=\"1958\" data-end=\"1963\">\n<p data-start=\"1960\" data-end=\"1963\">CRM<\/p>\n<\/li>\n<li data-start=\"1964\" data-end=\"1980\">\n<p data-start=\"1966\" data-end=\"1980\">\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0647\u0627\u062a\u0641<\/p>\n<\/li>\n<li data-start=\"1981\" data-end=\"2008\">\n<p data-start=\"1983\" data-end=\"2008\">\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629<\/p>\n<\/li>\n<\/ul>\n<h4 style=\"text-align: justify;\" data-start=\"2010\" data-end=\"2036\">2) \u0627\u0644\u062a\u062d\u0648\u064a\u0644 (Transform)<\/h4>\n<p style=\"text-align: justify;\" data-start=\"2037\" data-end=\"2055\">\u0647\u0646\u0627 \u062a\u062d\u062f\u062b \u0623\u0647\u0645 \u062e\u0637\u0648\u0629:<\/p>\n<ul style=\"text-align: justify;\" data-start=\"2056\" data-end=\"2130\">\n<li data-start=\"2056\" data-end=\"2071\">\n<p data-start=\"2058\" data-end=\"2071\">\u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0623\u062e\u0637\u0627\u0621<\/p>\n<\/li>\n<li data-start=\"2072\" data-end=\"2087\">\n<p data-start=\"2074\" data-end=\"2087\">\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u062a\u0643\u0631\u0627\u0631<\/p>\n<\/li>\n<li data-start=\"2088\" data-end=\"2113\">\n<p data-start=\"2090\" data-end=\"2113\">\u062a\u0648\u062d\u064a\u062f \u0627\u0644\u0639\u0645\u0644\u0627\u062a \u0648\u0627\u0644\u062a\u0648\u0627\u0631\u064a\u062e<\/p>\n<\/li>\n<li data-start=\"2114\" data-end=\"2130\">\n<p data-start=\"2116\" data-end=\"2130\">\u062a\u0631\u062a\u064a\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/p>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify;\" data-start=\"2132\" data-end=\"2186\">\u0623\u064a \u064a\u062a\u0645 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0645 \u0625\u0644\u0649 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062d\u0644\u064a\u0644.<\/p>\n<h4 style=\"text-align: justify;\" data-start=\"2188\" data-end=\"2209\">3) \u0627\u0644\u062a\u062d\u0645\u064a\u0644 (Load)<\/h4>\n<p style=\"text-align: justify;\" data-start=\"2210\" data-end=\"2291\">\u062a\u064f\u062e\u0632\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0645\u0633\u062a\u0648\u062f\u0639 \u0645\u0631\u0643\u0632\u064a \u0645\u0635\u0645\u0645 \u0644\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0648\u0644\u064a\u0633 \u0644\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u064a\u0648\u0645\u064a\u0629.<\/p>\n<p style=\"text-align: justify;\" data-start=\"2293\" data-end=\"2365\">\u0647\u0630\u0647 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u062a\u062c\u0639\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629 \u0645\u062a\u0627\u062d\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0645\u062f\u0649.<\/p>\n<h2 style=\"text-align: justify;\" data-start=\"2372\" data-end=\"2426\">\u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629<\/h2>\n<div class=\"TyagGW_tableContainer\" style=\"text-align: justify;\">\n<div class=\"group TyagGW_tableWrapper flex flex-col-reverse w-fit\" tabindex=\"-1\">\n<table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"2428\" data-end=\"2759\">\n<thead data-start=\"2428\" data-end=\"2475\">\n<tr data-start=\"2428\" data-end=\"2475\">\n<th class=\"\" data-start=\"2428\" data-end=\"2439\" data-col-size=\"sm\">\u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629<\/th>\n<th class=\"\" data-start=\"2439\" data-end=\"2456\" data-col-size=\"sm\">\u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/th>\n<th class=\"\" data-start=\"2456\" data-end=\"2475\" data-col-size=\"sm\">\u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/th>\n<\/tr>\n<\/thead>\n<tbody data-start=\"2502\" data-end=\"2759\">\n<tr data-start=\"2502\" data-end=\"2560\">\n<td data-start=\"2502\" data-end=\"2510\" data-col-size=\"sm\">\u0627\u0644\u0647\u062f\u0641<\/td>\n<td data-start=\"2510\" data-end=\"2535\" data-col-size=\"sm\">\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u064a\u0648\u0645\u064a\u0629<\/td>\n<td data-start=\"2535\" data-end=\"2560\" data-col-size=\"sm\">\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631<\/td>\n<\/tr>\n<tr data-start=\"2561\" data-end=\"2615\">\n<td data-start=\"2561\" data-end=\"2576\" data-col-size=\"sm\">\u0646\u0648\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/td>\n<td data-start=\"2576\" data-end=\"2591\" data-col-size=\"sm\">\u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0627\u0644\u064a\u0629<\/td>\n<td data-start=\"2591\" data-end=\"2615\" data-col-size=\"sm\">\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0627\u0631\u064a\u062e\u064a\u0629 \u0637\u0648\u064a\u0644\u0629<\/td>\n<\/tr>\n<tr data-start=\"2616\" data-end=\"2664\">\n<td data-start=\"2616\" data-end=\"2625\" data-col-size=\"sm\">\u0627\u0644\u0633\u0631\u0639\u0629<\/td>\n<td data-start=\"2625\" data-end=\"2645\" data-col-size=\"sm\">\u0633\u0631\u064a\u0639 \u0641\u064a \u0627\u0644\u0645\u0639\u0627\u0645\u0644\u0627\u062a<\/td>\n<td data-start=\"2645\" data-end=\"2664\" data-col-size=\"sm\">\u0633\u0631\u064a\u0639 \u0641\u064a \u0627\u0644\u062a\u062d\u0644\u064a\u0644<\/td>\n<\/tr>\n<tr data-start=\"2665\" data-end=\"2715\">\n<td data-start=\"2665\" data-end=\"2677\" data-col-size=\"sm\">\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/td>\n<td data-start=\"2677\" data-end=\"2693\" data-col-size=\"sm\">\u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0637\u0644\u0628\u0627\u062a<\/td>\n<td data-start=\"2693\" data-end=\"2715\" data-col-size=\"sm\">\u062a\u062d\u0644\u064a\u0644 \u0633\u0644\u0648\u0643 \u0627\u0644\u0639\u0645\u0644\u0627\u0621<\/td>\n<\/tr>\n<tr data-start=\"2716\" data-end=\"2759\">\n<td data-start=\"2716\" data-end=\"2727\" data-col-size=\"sm\">\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/td>\n<td data-start=\"2727\" data-end=\"2738\" data-col-size=\"sm\">\u0627\u0644\u0645\u0648\u0638\u0641\u0648\u0646<\/td>\n<td data-start=\"2738\" data-end=\"2759\" data-col-size=\"sm\">\u0627\u0644\u0645\u062f\u0631\u0627\u0621 \u0648\u0627\u0644\u0645\u062d\u0644\u0644\u0648\u0646<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p style=\"text-align: justify;\" data-start=\"2761\" data-end=\"2827\">\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u064a\u0633 \u0628\u062f\u064a\u0644\u0627\u064b \u0639\u0646 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0628\u0644 \u0645\u0643\u0645\u0644 \u0644\u0647\u0627.<\/p>\n<h2 style=\"text-align: justify;\" data-start=\"2834\" data-end=\"2882\">\u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648<a href=\"https:\/\/futuretechs2040.com\/?p=4839\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a><\/h2>\n<p style=\"text-align: justify;\" data-start=\"2884\" data-end=\"3032\">\u0623\u064a \u0646\u0638\u0627\u0645 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u062d\u062a\u0627\u062c \u0623\u0648\u0644\u064b\u0627 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u062e\u0645\u0629 \u0648\u0645\u0646\u0638\u0645\u0629.<br data-start=\"2940\" data-end=\"2943\" \/>\u0648\u0647\u0646\u0627 \u064a\u0623\u062a\u064a \u062f\u0648\u0631 \u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0641\u0647\u0648 \u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0627\u0644\u0630\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u064a\u0647 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u0641\u0628\u062f\u0648\u0646 \u0645\u0633\u062a\u0648\u062f\u0639 \u0628\u064a\u0627\u0646\u0627\u062a: \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0645\u0633\u062a\u062d\u064a\u0644\u060c \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0648\u0635\u064a\u0629 \u0644\u0627 \u062a\u0639\u0645\u0644\u060c \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0644\u0648\u0643\u064a \u0636\u0639\u064a\u0641.<\/p>\n<p style=\"text-align: justify;\" data-start=\"3128\" data-end=\"3245\">\u0644\u0647\u0630\u0627 \u062a\u0639\u062a\u0645\u062f \u0634\u0631\u0643\u0627\u062a \u0645\u062b\u0644 Amazon \u0648Netflix \u0648Google \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0645\u0644\u0627\u0642\u0629 \u0644\u062a\u063a\u0630\u064a\u0629 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627. \u0641\u0645\u062b\u0644\u064b\u0627: Netflix \u064a\u062d\u0644\u0644 \u062a\u0627\u0631\u064a\u062e \u0645\u0634\u0627\u0647\u062f\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u064a\u0642\u062a\u0631\u062d \u0627\u0644\u0623\u0641\u0644\u0627\u0645\u060c \u0648\u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062e\u0632\u0646\u0629 \u0648\u0645\u0647\u064a\u0623\u0629 \u062f\u0627\u062e\u0644 \u0645\u0633\u062a\u0648\u062f\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062d\u0644\u064a\u0644\u064a.<\/p>\n<h3 style=\"text-align: justify;\" data-start=\"3366\" data-end=\"3392\">\u0623\u0646\u0648\u0627\u0639 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h3>\n<p style=\"text-align: justify;\" data-start=\"3394\" data-end=\"3445\">1) \u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0645\u0624\u0633\u0633\u064a (Enterprise Data Warehouse): \u0648\u0647\u0648 \u0627\u0644\u0623\u0643\u0628\u0631 \u0648\u0627\u0644\u0623\u0634\u0645\u0644\u060c \u064a\u062e\u062f\u0645 \u0627\u0644\u0634\u0631\u0643\u0629 \u0643\u0627\u0645\u0644\u0629.<\/p>\n<p style=\"text-align: justify;\" data-start=\"3482\" data-end=\"3514\">2) \u0645\u062a\u062c\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Mart): \u0646\u0633\u062e\u0629 \u0645\u0635\u063a\u0631\u0629 \u0644\u0642\u0633\u0645 \u0645\u062d\u062f\u062f \u0645\u062b\u0644 \u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0623\u0648 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a.<\/p>\n<p style=\"text-align: justify;\" data-start=\"3562\" data-end=\"3615\">3) \u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a (Cloud Data Warehouse): \u0648\u0647\u0648 \u0627\u0644\u0623\u0643\u062b\u0631 \u0627\u0646\u062a\u0634\u0627\u0631\u064b\u0627 \u062d\u0627\u0644\u064a\u064b\u0627 \u0644\u0623\u0646\u0647: \u0623\u0631\u062e\u0635\u060c \u0623\u0633\u0631\u0639\u060c \u0648\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0648\u0633\u0639.<\/p>\n<h3 style=\"text-align: justify;\" data-start=\"3679\" data-end=\"3730\">\u0644\u0645\u0627\u0630\u0627 \u0623\u0635\u0628\u062d \u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0647\u0645\u064b\u0627 \u0641\u064a \u0639\u0635\u0631 \u0627\u0644\u0633\u062d\u0627\u0628\u0629\u061f<\/h3>\n<p style=\"text-align: justify;\" data-start=\"3732\" data-end=\"3836\">\u0642\u0628\u0644 <a href=\"https:\/\/futuretechs2040.com\/?p=1481\">\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629<\/a>\u060c \u0643\u0627\u0646 \u0625\u0646\u0634\u0627\u0621 \u0645\u0633\u062a\u0648\u062f\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0643\u0644\u0641\u064b\u0627 \u062c\u062f\u064b\u0627 \u0648\u064a\u062a\u0637\u0644\u0628 \u062e\u0648\u0627\u062f\u0645 \u0636\u062e\u0645\u0629. \u0648\u0644\u0643\u0646 \u0627\u0644\u064a\u0648\u0645 \u062a\u063a\u064a\u0631 \u0627\u0644\u0648\u0636\u0639 \u0628\u0627\u0644\u0643\u0627\u0645\u0644. \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0648\u0641\u0631\u062a: \u062a\u062e\u0632\u064a\u0646 \u063a\u064a\u0631 \u0645\u062d\u062f\u0648\u062f \u062a\u0642\u0631\u064a\u0628\u064b\u0627\u060c \u0633\u0631\u0639\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0639\u0627\u0644\u064a\u0629\u060c \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0641\u0648\u0631\u064a. \u0648\u0644\u0647\u0630\u0627 \u0623\u0635\u0628\u062d\u062a \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629 \u0623\u064a\u0636\u064b\u0627 \u062a\u0633\u062a\u062e\u062f\u0645 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0644\u064a\u0633 \u0641\u0642\u0637 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0643\u0628\u0631\u0649.<\/p>\n<h3 style=\"text-align: justify;\" data-start=\"4025\" data-end=\"4078\">\u0645\u0627\u0630\u0627 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0641\u0639\u0644 \u0627\u0644\u0634\u0631\u0643\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061f<\/h3>\n<p style=\"text-align: justify;\" data-start=\"4080\" data-end=\"4100\">1) \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621: \u0645\u062b\u0644 \u0645\u0639\u0631\u0641\u0629: \u0645\u0646 \u064a\u0634\u062a\u0631\u064a\u061f \u0645\u062a\u0649 \u064a\u0634\u062a\u0631\u064a\u061f \u0644\u0645\u0627\u0630\u0627 \u062a\u0648\u0642\u0641 \u0639\u0646 \u0627\u0644\u0634\u0631\u0627\u0621\u061f<\/p>\n<p>2) \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a: \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0645\u0648\u0627\u0633\u0645 \u0627\u0644\u0623\u0643\u062b\u0631 \u0637\u0644\u0628\u064b\u0627.<\/p>\n<p style=\"text-align: justify;\" data-start=\"4213\" data-end=\"4235\">3) \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644: \u0627\u0644\u0628\u0646\u0648\u0643 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u064a\u0647 \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0634\u0628\u0648\u0647\u0629.<\/p>\n<p style=\"text-align: justify;\" data-start=\"4282\" data-end=\"4302\">4) \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0633\u0648\u064a\u0642: \u0625\u0637\u0644\u0627\u0642 \u062d\u0645\u0644\u0627\u062a \u0625\u0639\u0644\u0627\u0646\u064a\u0629 \u0645\u0648\u062c\u0647\u0629 \u0628\u062f\u0642\u0629.<\/p>\n<h2 style=\"text-align: justify;\" data-start=\"4341\" data-end=\"4379\">\u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 Data Warehouse \u0648Data Lake<\/h2>\n<p style=\"text-align: justify;\" data-start=\"4381\" data-end=\"4404\">\u063a\u0627\u0644\u0628\u064b\u0627 \u064a\u062d\u062f\u062b \u062e\u0644\u0637 \u0628\u064a\u0646\u0647\u0645\u0627:<\/p>\n<div class=\"TyagGW_tableContainer\" style=\"text-align: justify;\">\n<div class=\"group TyagGW_tableWrapper flex flex-col-reverse w-fit\" tabindex=\"-1\">\n<table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"4406\" data-end=\"4555\">\n<thead data-start=\"4406\" data-end=\"4436\">\n<tr data-start=\"4406\" data-end=\"4436\">\n<th class=\"\" data-start=\"4406\" data-end=\"4423\" data-col-size=\"sm\">Data Warehouse<\/th>\n<th class=\"\" data-start=\"4423\" data-end=\"4436\" data-col-size=\"sm\">Data Lake<\/th>\n<\/tr>\n<\/thead>\n<tbody data-start=\"4447\" data-end=\"4555\">\n<tr data-start=\"4447\" data-end=\"4476\">\n<td data-start=\"4447\" data-end=\"4462\" data-col-size=\"sm\">\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646\u0638\u0645\u0629<\/td>\n<td data-start=\"4462\" data-end=\"4476\" data-col-size=\"sm\">\u0628\u064a\u0627\u0646\u0627\u062a \u062e\u0627\u0645<\/td>\n<\/tr>\n<tr data-start=\"4477\" data-end=\"4509\">\n<td data-start=\"4477\" data-end=\"4493\" data-col-size=\"sm\">\u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u062a\u062d\u0644\u064a\u0644<\/td>\n<td data-start=\"4493\" data-end=\"4509\" data-col-size=\"sm\">\u062a\u062d\u062a\u0627\u062c \u0645\u0639\u0627\u0644\u062c\u0629<\/td>\n<\/tr>\n<tr data-start=\"4510\" data-end=\"4555\">\n<td data-start=\"4510\" data-end=\"4528\" data-col-size=\"sm\">\u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631<\/td>\n<td data-start=\"4528\" data-end=\"4555\" data-col-size=\"sm\">\u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p style=\"text-align: justify;\" data-start=\"4557\" data-end=\"4563\">\u0628\u0645\u0639\u0646\u0649:<\/p>\n<ul style=\"text-align: justify;\" data-start=\"4564\" data-end=\"4649\">\n<li data-start=\"4564\" data-end=\"4598\">\n<p data-start=\"4566\" data-end=\"4598\">Data Lake \u0647\u0648 \u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0645\u0648\u0627\u062f \u0627\u0644\u062e\u0627\u0645<\/p>\n<\/li>\n<li data-start=\"4599\" data-end=\"4649\">\n<p data-start=\"4601\" data-end=\"4649\">Data Warehouse \u0647\u0648 \u0627\u0644\u0645\u0635\u0646\u0639 \u0627\u0644\u0630\u064a \u064a\u062d\u0648\u0644\u0647\u0627 \u0625\u0644\u0649 \u0645\u0639\u0644\u0648\u0645\u0627\u062a<\/p>\n<\/li>\n<\/ul>\n<h2 style=\"text-align: justify;\" data-start=\"4656\" data-end=\"4683\">\u0645\u0633\u062a\u0642\u0628\u0644 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h2>\n<p style=\"text-align: justify;\" data-start=\"4685\" data-end=\"4761\">\u0627\u0644\u0627\u062a\u062c\u0627\u0647 \u0627\u0644\u062d\u062f\u064a\u062b \u064a\u062a\u062c\u0647 \u0646\u062d\u0648 \u0645\u0627 \u064a\u0633\u0645\u0649: <strong data-start=\"4718\" data-end=\"4761\">\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0641\u0648\u0631\u064a\u0629 (Real-Time Analytics) <\/strong>\u0623\u064a \u0623\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0644\u0645 \u062a\u0639\u062f \u062a\u0631\u064a\u062f \u0645\u0639\u0631\u0641\u0629 \u0645\u0627 \u062d\u062f\u062b \u0623\u0645\u0633\u060c \u0628\u0644 \u0645\u0627 \u064a\u062d\u062f\u062b \u0627\u0644\u0622\u0646.<\/p>\n<p style=\"text-align: justify;\" data-start=\"4825\" data-end=\"4839\">\u0648\u0644\u0647\u0630\u0627 \u064a\u062a\u0645 \u062f\u0645\u062c: \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629\u060c \u0648\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0641\u064a \u0646\u0638\u0627\u0645 \u0648\u0627\u062d\u062f \u064a\u062c\u0639\u0644 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0634\u0628\u0647 \u0644\u062d\u0638\u064a.<\/p>\n<p style=\"text-align: justify;\" data-start=\"4956\" data-end=\"5112\">\u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0645 \u064a\u0639\u062f \u0645\u062c\u0631\u062f \u0623\u062f\u0627\u0629 \u062a\u0642\u0646\u064a\u0629\u060c \u0628\u0644 \u0623\u0635\u0628\u062d \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0641\u0642\u0631\u064a \u0644\u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629.<br data-start=\"5034\" data-end=\"5037\" \/>\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u064a\u0648\u0645 \u0644\u0627 \u062a\u062a\u0646\u0627\u0641\u0633 \u0628\u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0641\u0642\u0637\u060c \u0628\u0644 \u062a\u062a\u0646\u0627\u0641\u0633 <strong data-start=\"5086\" data-end=\"5111\">\u0628\u0645\u0646 \u064a\u0641\u0647\u0645 \u0628\u064a\u0627\u0646\u0627\u062a\u0647 \u0623\u0643\u062b\u0631<\/strong>.<\/p>\n<p style=\"text-align: justify;\" data-start=\"5114\" data-end=\"5155\">\u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0645\u0624\u0633\u0633\u0629: \u0641\u0647\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0645\u062e\u0627\u0637\u0631\u060c \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0623\u0631\u0628\u0627\u062d\u060c \u0648\u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u062f\u0642\u064a\u0642\u0629. \u0648\u0628\u062f\u0648\u0646\u0647\u0627 \u064a\u0635\u0628\u062d \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0648\u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0627\u0644\u0630\u0643\u064a \u0645\u062c\u0631\u062f \u0623\u0641\u0643\u0627\u0631 \u0646\u0638\u0631\u064a\u0629.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Warehouse) \u0641\u064a \u0639\u0627\u0644\u0645\u064d \u0623\u0635\u0628\u062d\u062a \u0641\u064a\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0648\u0631\u062f \u0627\u0644\u0623\u0647\u0645 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0648\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a\u060c \u0644\u0645 \u064a\u0639\u062f \u0645\u062c\u0631\u062f \u062c\u0645\u0639 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0643\u0627\u0641\u064a\u064b\u0627\u060c \u0628\u0644 \u0623\u0635\u0628\u062d\u062a \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u0646\u0638\u064a\u0645\u0647\u0627 \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0642\u064a\u0645\u0629 \u0645\u0646\u0647\u0627 \u0647\u064a \u0627\u0644\u0639\u0627\u0645\u0644 \u0627\u0644\u0641\u0627\u0635\u0644 \u0628\u064a\u0646 \u0634\u0631\u0643\u0629 \u0646\u0627\u062c\u062d\u0629 \u0648\u0623\u062e\u0631\u0649 \u0645\u062a\u0623\u062e\u0631\u0629. \u0648\u0645\u0646 \u0647\u0646\u0627 \u0638\u0647\u0631 \u0645\u0641\u0647\u0648\u0645 \u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Warehouse) \u0628\u0648\u0635\u0641\u0647 \u062d\u062c\u0631 \u0627\u0644\u0623\u0633\u0627\u0633 \u0641\u064a \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0645\u0627 \u0647\u0648 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":5200,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[21],"tags":[],"class_list":["post-5036","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tie-life-style"],"_links":{"self":[{"href":"https:\/\/futuretechs2040.com\/index.php?rest_route=\/wp\/v2\/posts\/5036","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/futuretechs2040.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/futuretechs2040.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/futuretechs2040.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/futuretechs2040.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5036"}],"version-history":[{"count":4,"href":"https:\/\/futuretechs2040.com\/index.php?rest_route=\/wp\/v2\/posts\/5036\/revisions"}],"predecessor-version":[{"id":5203,"href":"https:\/\/futuretechs2040.com\/index.php?rest_route=\/wp\/v2\/posts\/5036\/revisions\/5203"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/futuretechs2040.com\/index.php?rest_route=\/wp\/v2\/media\/5200"}],"wp:attachment":[{"href":"https:\/\/futuretechs2040.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5036"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/futuretechs2040.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5036"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/futuretechs2040.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5036"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}