{"id":15680,"date":"2023-03-11T16:02:18","date_gmt":"2023-03-11T12:32:18","guid":{"rendered":"https:\/\/randeno.com\/blog\/?p=15680"},"modified":"2024-08-28T14:15:07","modified_gmt":"2024-08-28T09:45:07","slug":"what-is-big-data","status":"publish","type":"post","link":"https:\/\/randeno.com\/blog\/what-is-big-data\/","title":{"rendered":"\u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u06cc\u0627 \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647 \u0686\u06cc\u0633\u062a \u0648 \u0686\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062f\u0627\u0631\u062f\u061f"},"content":{"rendered":"<p><strong>\u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0686\u06cc\u0633\u062a<\/strong> \u0648 \u0686\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062f\u0627\u0631\u062f\u061f \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 (Big Data) \u06cc\u0627 \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647\u060c \u062d\u062c\u0645 \u0648\u0633\u06cc\u0639\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0628\u0627 \u06af\u0630\u0634\u062a \u0632\u0645\u0627\u0646 \u062d\u062c\u0645 \u0622\u0646\u0647\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062a\u0635\u0627\u0639\u062f\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc \u06cc\u0627\u0628\u062f \u0648 \u0628\u0627 \u0633\u0631\u0639\u062a \u0628\u0627\u0644\u0627\u06cc\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u0646\u062f. \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0647\u0633\u062a\u0646\u062f \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u067e\u0631\u062f\u0627\u0632\u0634 \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627\u0647\u0627 \u0628\u0647 \u06a9\u0645\u06a9 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u062a\u062f\u0627\u0648\u0644 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0645\u06a9\u0646 \u0646\u06cc\u0633\u062a. \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u062f \u0627\u0645\u0627 \u0628\u0631\u0627\u06cc \u062a\u062c\u0627\u0631\u062a \u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9 \u0648 \u0645\u0639\u0645\u0648\u0644\u06cc \u0645\u0646\u0627\u0633\u0628 \u0646\u06cc\u0633\u062a.<\/p>\n<p>\u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u062f\u0631 \u0632\u0646\u062f\u06af\u06cc \u0631\u0648\u0632\u0645\u0631\u0647 \u0627\u0645\u0631\u06cc \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a\u061b \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc \u0634\u0648\u062f \u062a\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647\u0631\u0647 \u0645\u0646\u062f\u06cc \u0627\u0632 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u067e\u0631\u0633\u0631\u0639\u062a \u0627\u0632\u00a0<a href=\"https:\/\/randeno.com\/itemslist\/modem\" target=\"_blank\" rel=\"noopener\">\u0645\u0648\u062f\u0645<\/a>\u00a0\u0645\u0646\u0627\u0633\u0628 \u0648\u00a0<a href=\"https:\/\/randeno.com\/itemslist\/telecommunications-and-network\" target=\"_blank\" rel=\"noopener\">\u062a\u062c\u0647\u06cc\u0632\u0627\u062a \u0634\u0628\u06a9\u0647<\/a> \u0628\u0627\u06a9\u06cc\u0641\u06cc\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0646\u0645\u0627\u06cc\u06cc\u062f. \u0627\u06af\u0631 \u062a\u0645\u0627\u06cc\u0644 \u062f\u0627\u0631\u06cc\u062f \u062a\u0627 \u0628\u062f\u0627\u0646\u06cc\u062f <strong>\u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0686\u06cc\u0633\u062a\u00a0<\/strong>\u0648 \u0686\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062f\u0627\u0631\u062f\u060c \u067e\u0633 \u0628\u0627 \u0645\u0627 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0627\u0632 <a href=\"https:\/\/randeno.com\/blog\/\" target=\"_blank\" rel=\"noopener\">\u0645\u062c\u0644\u0647 \u0631\u0627\u0646\u062f\u0646\u0648<\/a>\u00a0\u0647\u0645\u0631\u0627\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/p>\n<p>\u0622\u0646\u0686\u0647 \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0645\u06cc \u062e\u0648\u0627\u0646\u06cc\u0645:<\/p>\n<ul>\n<li><a href=\"#big-data-3v\">\u0645\u062f\u0644 3V \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0686\u06cc\u0633\u062a<\/a><\/li>\n<li><a href=\"#big-data-types\">\u0627\u0646\u0648\u0627\u0639 \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647<\/a><\/li>\n<li><a href=\"#working-with-big-data-steps\">\u0645\u0631\u0627\u062d\u0644 \u06a9\u0627\u0631 \u0628\u0627 \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627<\/a><\/li>\n<li><a href=\"#big-data-analysis-methods-types\">\u0627\u0646\u0648\u0627\u0639 \u0631\u0648\u0634 \u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627<\/a><\/li>\n<li><a href=\"#big-data-features\">\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627<\/a><\/li>\n<li><a href=\"#big-data-usage\">\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647<\/a><\/li>\n<li><a href=\"#main-sources-of-access-to-big-data\">\u0645\u0646\u0627\u0628\u0639 \u0627\u0635\u0644\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627<\/a><\/li>\n<li><a href=\"#big-data-in-digital-marketing\">\u06a9\u0627\u0631\u0628\u0631\u062f \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u062f\u0631 \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644<\/a><\/li>\n<li><a href=\"#big-data-vs-data\">\u062a\u0641\u0627\u0648\u062a \u0628\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0648 \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647<\/a><\/li>\n<li><a href=\"#big-data-advantages\">\u0645\u0632\u0627\u06cc\u0627\u06cc \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627<\/a><\/li>\n<li><a href=\"#big-data-disadvantages\">\u0645\u0639\u0627\u06cc\u0628 \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647<\/a><\/li>\n<\/ul>\n<h2 id=\"big-data-3v\">\u0645\u062f\u0644 3V \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0686\u06cc\u0633\u062a<\/h2>\n<p>\u062f\u0631 \u0645\u062f\u0644 3V \u0633\u0647 \u0648\u06cc\u0698\u06af\u06cc \u0628\u0627\u0631\u0632 \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0628\u06cc\u0627\u0646 \u0645\u06cc \u0634\u0648\u062f \u0648 \u0628\u0647 \u06a9\u0645\u06a9 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0639\u0645\u0644\u06a9\u0631\u062f \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647 \u0645\u0639\u0631\u0641\u06cc \u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u0634\u0627\u0645\u0644 \u062d\u062c\u0645 (Volume) \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u062f\u0627\u062f\u0647\u060c \u0633\u0631\u0639\u062a (Velocity) \u062c\u0647\u062a \u0627\u0646\u062f\u0627\u0632\u0647 \u06af\u06cc\u0631\u06cc \u0645\u06cc\u0632\u0627\u0646 \u0633\u0631\u0639\u062a \u0648\u0631\u0648\u062f \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u062a\u0646\u0648\u0639 (Variety) \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0627 \u0642\u0627\u0644\u0628 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<h2 id=\"big-data-types\">\u0627\u0646\u0648\u0627\u0639 \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647<\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0628\u062e\u0634 \u0627\u0632 \u0645\u0642\u0627\u0644\u0647 <strong>\u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0686\u06cc\u0633\u062a\u00a0<\/strong>\u0628\u0647 \u0645\u0639\u0631\u0641\u06cc \u0627\u0646\u0648\u0627\u0639 \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647 \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u06cc\u0645.<\/p>\n<p>\u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0647 \u0633\u0647 \u062f\u0633\u062a\u0647 \u0632\u06cc\u0631 \u062a\u0642\u0633\u06cc\u0645 \u0645\u06cc \u0634\u0648\u0646\u062f:<\/p>\n<h3>\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062f\u0627\u0631\u0627\u06cc \u0633\u0627\u062e\u062a\u0627\u0631 (structured big data)<\/h3>\n<p>\u0627\u06cc\u0646 \u062f\u0633\u062a\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u06a9\u0647 \u0634\u0627\u0645\u0644 \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u0645\u0627\u0646\u0646\u062f \u0622\u062f\u0631\u0633 \u0647\u0627\u060c \u0634\u0645\u0627\u0631\u0647 \u06a9\u0627\u0631\u062a \u0647\u0627\u06cc \u0628\u0627\u0646\u06a9\u06cc\u060c \u0627\u0633\u0627\u0645\u06cc \u0648 \u0645\u0648\u0627\u0631\u062f\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0642\u0628\u06cc\u0644 \u0647\u0633\u062a\u0646\u062f \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0631\u062a\u0628 \u0648 \u0645\u0634\u062e\u0635 \u062f\u0631 \u0641\u0631\u0645\u062a \u067e\u0627\u06cc\u06af\u0627\u0647 \u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0648 \u0635\u0641\u062d\u0627\u062a \u06af\u0633\u062a\u0631\u062f\u0647 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f. \u067e\u0631\u062f\u0627\u0632\u0634 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u062a\u062f\u0627\u0648\u0644 \u06a9\u0627\u0631 \u0622\u0633\u0627\u0646\u06cc \u0627\u0633\u062a.<\/p>\n<h3>\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0633\u0627\u062e\u062a\u0627\u0631 (unstructured big data)<\/h3>\n<p>\u0627\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u06a9\u0647 \u0634\u0627\u0645\u0644 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0627\u0633\u0646\u0627\u062f\u060c \u0633\u0631\u06af\u0631\u0645\u06cc \u0648 \u0631\u0633\u0627\u0646\u0647 \u0647\u0627\u060c \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0647\u0633\u062a\u0646\u062f \u062f\u0631 \u0641\u0631\u0645\u062a \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0630\u062e\u06cc\u0631\u0647 \u0646\u0645\u06cc \u0634\u0648\u0646\u062f \u0648 \u0628\u062f\u0648\u0646 \u0633\u0627\u062e\u062a\u0627\u0631 \u0647\u0633\u062a\u0646\u062f \u0627\u0644\u0628\u062a\u0647 \u06cc\u06a9 \u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0627\u062e\u0644\u06cc \u0645\u062e\u0635\u0648\u0635 \u0628\u0647 \u062e\u0648\u062f \u062f\u0627\u0631\u0646\u062f. \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u062a\u0648\u0633\u0637 \u0627\u0646\u0633\u0627\u0646 \u06cc\u0627 \u0645\u0627\u0634\u06cc\u0646 \u062f\u0631 \u0642\u0627\u0644\u0628 \u0645\u062a\u0646 \u06cc\u0627 \u063a\u06cc\u0631\u0645\u062a\u0646\u06cc \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u06cc\u062c\u0627\u062f \u0634\u0648\u0646\u062f. \u0644\u0627\u0632\u0645 \u0628\u0647 \u0630\u06a9\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u06cc\u0646 \u062f\u0633\u062a\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062f\u0627\u0631\u0627\u06cc \u0633\u0627\u062e\u062a\u0627\u0631 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062f \u0627\u0645\u0627 \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0632\u0645\u0627\u0646 \u0628\u0631 \u0627\u0633\u062a.<\/p>\n<h3>\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0646\u06cc\u0645\u0647 \u0633\u0627\u062e\u062a \u06cc\u0627\u0641\u062a\u0647 (semi-structured)<\/h3>\n<p>\u0627\u06cc\u0646 \u062f\u0633\u062a\u0647 \u0627\u0632 \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u06a9\u0647 \u0634\u0627\u0645\u0644 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u0641\u0634\u0631\u062f\u0647 \u0634\u062f\u0647\u060c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0635\u0641\u062d\u0627\u062a \u0648\u0628\u060c \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0627\u06cc\u0645\u06cc\u0644 \u0647\u0633\u062a\u0646\u062f \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u062c\u0632\u0621 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062f\u0627\u0631\u0627\u06cc \u0633\u0627\u062e\u062a\u0627\u0631 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f. \u0627\u06cc\u0646 \u0646\u0648\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0633\u0627\u062e\u062a\u0627\u0631 \u062d\u0627\u0648\u06cc \u0641\u0631\u0645\u062a \u0648 \u0642\u0627\u0644\u0628 \u0646\u062f\u0627\u0631\u0646\u062f \u0627\u0645\u0627 \u0628\u062f\u0648\u0646 \u0633\u0627\u062e\u062a\u0627\u0631 \u0647\u0645 \u0646\u06cc\u0633\u062a\u0646\u062f \u0628\u0644\u06a9\u0647 \u062f\u0627\u0631\u0627\u06cc \u062a\u06af \u0647\u0627 \u0648 \u0639\u0644\u0627\u0645\u062a \u0647\u0627\u06cc\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u0646\u062f.<\/p>\n<figure id=\"attachment_15693\" aria-describedby=\"caption-attachment-15693\" style=\"width: 700px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-15693 size-full\" src=\"https:\/\/randeno.com\/blog\/wp-content\/uploads\/2023\/03\/big-data-types.jpg\" alt=\"\u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0686\u06cc\u0633\u062a\" width=\"700\" height=\"361\" \/><figcaption id=\"caption-attachment-15693\" class=\"wp-caption-text\">\u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0686\u06cc\u0633\u062a<\/figcaption><\/figure>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"color: #ff6600;\"><b>\u0628\u06cc\u0634\u062a\u0631 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f: <a href=\"https:\/\/randeno.com\/blog\/what-is-stable-diffusion\/\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc Stable Diffusion \u0686\u06cc\u0633\u062a \u0648 \u0686\u06af\u0648\u0646\u0647 \u0628\u0627 \u0622\u0646 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0633\u0627\u0632\u06cc\u0645\u061f<\/a><\/b><\/span><\/p>\n<hr \/>\n<p>\u062d\u0627\u0644 \u06a9\u0647 \u0628\u0627 \u067e\u0627\u0633\u062e \u0633\u0648\u0627\u0644 <strong>\u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0686\u06cc\u0633\u062a\u00a0<\/strong>\u0622\u0634\u0646\u0627 \u0634\u062f\u06cc\u062f \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0628\u0647 \u0645\u0631\u0627\u062d\u0644 \u06a9\u0627\u0631 \u0628\u0627 \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u06cc\u0645.<\/p>\n<h2 id=\"working-with-big-data-steps\">\u0645\u0631\u0627\u062d\u0644 \u06a9\u0627\u0631 \u0628\u0627 \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627<\/h2>\n<p>\u06a9\u0627\u0631 \u0628\u0627 \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0634\u0627\u0645\u0644 \u0633\u0647 \u0645\u0631\u062d\u0644\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0627\u06cc\u0646 \u0645\u0631\u0627\u062d\u0644 \u0628\u0647 \u0634\u0631\u062d \u0632\u06cc\u0631 \u0647\u0633\u062a\u0646\u062f:<\/p>\n<h3>\u0645\u0631\u062d\u0644\u0647 \u0627\u0648\u0644: \u0627\u062f\u063a\u0627\u0645 \u0627\u0637\u0644\u0627\u0639\u0627\u062a<\/h3>\n<p>\u0628\u0627\u06cc\u062f \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0648\u0627\u0631\u062f \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0646\u06cc\u062f. \u062f\u0642\u062a \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0622\u0646\u0647\u0627 \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u0642\u0627\u0644\u0628 \u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0628\u0627\u0634\u0646\u062f. \u062a\u0631\u06a9\u06cc\u0628 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0627\u06cc\u062f \u0628\u0647 \u0635\u0648\u0631\u062a\u06cc \u0628\u0627\u0634\u062f \u06a9\u0647 \u0628\u0647 \u0622\u0633\u0627\u0646\u06cc \u0645\u0648\u0631\u062f \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0642\u0631\u0627\u0631 \u06af\u06cc\u0631\u0646\u062f.<\/p>\n<h3>\u0645\u0631\u062d\u0644\u0647 \u062f\u0648\u0645: \u0645\u062f\u06cc\u0631\u06cc\u062a \u062f\u0627\u062f\u0647 \u0647\u0627<\/h3>\n<p>\u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0627\u06cc\u062f \u0630\u062e\u06cc\u0631\u0647 \u0634\u0648\u0646\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u0641\u0636\u0627\u06cc \u0627\u0628\u0631\u06cc \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\u062f. \u0645\u06cc \u062a\u0648\u0627\u0646 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634\u06cc \u0648 \u0645\u0648\u062a\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634\u06cc \u0631\u0627 \u0645\u0634\u062e\u0635 \u0648 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f.<\/p>\n<h3>\u0645\u0631\u062d\u0644\u0647 \u0633\u0648\u0645: \u0622\u0646\u0627\u0644\u06cc\u0632<\/h3>\n<p>\u0622\u0646\u0627\u0644\u06cc\u0632 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f \u062a\u0627 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0641\u0639\u0627\u0644\u06cc\u062a \u062e\u0648\u062f \u0645\u0648\u0641\u0642 \u062a\u0631 \u0634\u0648\u06cc\u062f. \u067e\u06cc\u0634\u0631\u0641\u062a \u0634\u0645\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u062c\u0627\u06cc\u06cc \u0628\u0631\u0633\u062f \u06a9\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u062f\u0644 \u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0633\u0627\u0632\u06cc\u062f \u0648 \u0628\u0627 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062a\u062c\u0627\u0631\u062a \u062e\u0648\u062f \u0631\u0627 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f.<\/p>\n<h2 id=\"big-data-analysis-methods-types\">\u0627\u0646\u0648\u0627\u0639 \u0631\u0648\u0634 \u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627<\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0628\u062e\u0634 \u0627\u0632 \u0645\u0648\u0636\u0648\u0639 <strong>\u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0686\u06cc\u0633\u062a\u00a0<\/strong>\u0628\u0647 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u062f\u0633\u062a \u0622\u0645\u062f\u0647 \u0627\u0632 \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u06cc\u0645.<\/p>\n<h3>\u0631\u0648\u0634 \u062a\u0648\u0635\u06cc\u0641\u06cc<\/h3>\n<p>\u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062c\u062f\u0648\u0644 \u0647\u0627 \u0648 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627 \u0631\u062e\u062f\u0627\u062f\u0647\u0627\u06cc \u0627\u062a\u0641\u0627\u0642 \u0627\u0641\u062a\u0627\u062f\u0647 \u062f\u0631 \u0647\u0631 \u0645\u0631\u062d\u0644\u0647 \u0631\u0627 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u06cc\u062f.<\/p>\n<h3>\u0631\u0648\u0634 \u062a\u062c\u0648\u06cc\u0632\u06cc<\/h3>\n<p>\u0627\u06cc\u0646 \u0631\u0648\u0634 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0631\u06cc\u0646 \u0648 \u06af\u0631\u0627\u0646 \u062a\u0631\u06cc\u0646 \u0646\u0648\u0639 \u062a\u062d\u0644\u06cc\u0644 \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc \u0634\u0648\u062f. \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u06a9\u0645\u06a9 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0648\u0636\u0639\u06cc\u062a \u0631\u062e\u062f\u0627\u062f\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u062a\u0641\u0627\u0642 \u0627\u0641\u062a\u0627\u062f\u0647 \u0627\u0646\u062f \u0631\u0627 \u0645\u0634\u062e\u0635 \u06a9\u0646\u06cc\u062f \u0648 \u0627\u0642\u062f\u0627\u0645 \u0628\u0647 \u0627\u0631\u0627\u0626\u0647 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u0627\u062a \u062e\u0648\u062f \u0628\u0631\u0627\u06cc \u0631\u062e\u062f\u0627\u062f\u0647\u0627\u06cc \u0628\u0639\u062f\u06cc \u0646\u0645\u0627\u06cc\u06cc\u062f.<\/p>\n<h3>\u0631\u0648\u0634 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc<\/h3>\n<p>\u0686\u0646\u0627\u0646\u0686\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u06cc\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u062e\u062f\u0627\u062f\u0647\u0627\u06cc \u0628\u0639\u062f\u06cc \u0631\u0627 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0646\u0645\u0627\u06cc\u06cc\u062f.<\/p>\n<h3>\u0631\u0648\u0634 \u062a\u0634\u062e\u06cc\u0635\u06cc<\/h3>\n<p>\u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0627\u0642\u062f\u0627\u0645 \u0628\u0647 \u0631\u06cc\u0634\u0647 \u06cc\u0627\u0628\u06cc \u0645\u0634\u06a9\u0644\u0627\u062a \u0648 \u0631\u0648\u06cc\u062f\u0627\u062f\u0647\u0627 \u0646\u0645\u0627\u06cc\u06cc\u062f.<\/p>\n<figure id=\"attachment_15696\" aria-describedby=\"caption-attachment-15696\" style=\"width: 700px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-15696 size-full\" src=\"https:\/\/randeno.com\/blog\/wp-content\/uploads\/2023\/03\/big-data-analysis-methods-types.jpg\" alt=\"\u0627\u0646\u0648\u0627\u0639 \u0631\u0648\u0634 \u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627\" width=\"700\" height=\"361\" \/><figcaption id=\"caption-attachment-15696\" class=\"wp-caption-text\">\u0627\u0646\u0648\u0627\u0639 \u0631\u0648\u0634 \u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627<\/figcaption><\/figure>\n<h2 id=\"big-data-features\">\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627<\/h2>\n<p>\u062d\u0627\u0644 \u06a9\u0647 \u062f\u0627\u0646\u0633\u062a\u06cc\u062f <strong>\u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0686\u06cc\u0633\u062a\u00a0<\/strong>\u0628\u0647\u062a\u0631 \u0627\u0633\u062a \u0628\u0627 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0622\u0646 \u0646\u06cc\u0632 \u0622\u0634\u0646\u0627 \u0634\u0648\u06cc\u062f.<\/p>\n<ul>\n<li>\u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0627\u0632 \u062d\u062c\u0645 \u0628\u0627\u0644\u0627\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a<\/li>\n<li>\u0633\u0631\u0639\u062a \u0628\u0627\u0644\u0627 \u062f\u0631 \u062a\u0648\u0644\u06cc\u062f<\/li>\n<li>\u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0646\u0648\u0639 \u06af\u0633\u062a\u0631\u062f\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627<\/li>\n<li>\u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u062a\u063a\u06cc\u0631<\/li>\n<li>\u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641<\/li>\n<li>\u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647<\/li>\n<\/ul>\n<h2 id=\"big-data-usage\">\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647<\/h2>\n<ol>\n<li>\u0627\u0631\u0627\u0626\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0644\u0627\u0632\u0645 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0641\u0646\u0627\u0648\u0631\u06cc<\/li>\n<li>\u0628\u0631\u0631\u0633\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u0631\u0627\u06a9\u0632 \u062a\u0645\u0627\u0633<\/li>\n<li>\u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0641\u0636\u0627\u067e\u06cc\u0645\u0627\u06cc\u06cc<\/li>\n<li>\u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06a9\u0634\u0627\u0648\u0631\u0632\u06cc \u062c\u0647\u062a \u0628\u0647\u0628\u0648\u062f \u06a9\u06cc\u0641\u06cc\u062a \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u06a9\u0634\u0627\u0648\u0631\u0632\u06cc<\/li>\n<li>\u0622\u0646\u0627\u0644\u06cc\u0632 \u0631\u06cc\u0633\u06a9 \u0633\u0631\u0645\u0627\u06cc\u0647 \u06af\u0630\u0627\u0631\u06cc<\/li>\n<li>\u062f\u0631 \u062d\u0648\u0632\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc<\/li>\n<li>\u062a\u0634\u062e\u06cc\u0635 \u06a9\u0644\u0627\u0647\u0628\u0631\u062f\u0627\u0631\u06cc<\/li>\n<li>\u062d\u0648\u0632\u0647 \u0633\u0644\u0627\u0645\u062a (\u0628\u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u062a\u062c\u0648\u06cc\u0632 \u062f\u0627\u0631\u0648)<\/li>\n<li>\u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627<\/li>\n<li>\u062f\u0631 \u062d\u0648\u0632\u0647 \u062a\u0631\u0627\u0641\u06cc\u06a9 \u0648 \u062d\u0645\u0644 \u0648 \u0646\u0642\u0644<\/li>\n<li>\u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0644\u0627\u0632\u0645 \u062c\u0647\u062a \u062d\u0641\u0638 \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u062f\u0631 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u0647\u0627\u06cc<\/li>\n<li>\u062f\u0631 \u062d\u0648\u0632\u0647 \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644<\/li>\n<li>\u062f\u0631 \u062d\u0648\u0632\u0647 \u0627\u0646\u062a\u0642\u0627\u0644 \u0648 \u062a\u0648\u0632\u06cc\u0639 \u0627\u0646\u0631\u0698\u06cc<\/li>\n<\/ol>\n<h2 id=\"main-sources-of-access-to-big-data\">\u0645\u0646\u0627\u0628\u0639 \u0627\u0635\u0644\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627<\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0628\u062e\u0634 \u0627\u0632 \u0645\u0642\u0627\u0644\u0647 <strong>\u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0686\u06cc\u0633\u062a\u00a0<\/strong>\u0628\u0647 \u0645\u0639\u0631\u0641\u06cc \u0645\u0646\u0627\u0628\u0639 \u0627\u0635\u0644\u06cc \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647 \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u06cc\u0645.<\/p>\n<ul>\n<li>\u0645\u0646\u0627\u0628\u0639 \u0639\u0645\u0648\u0645\u06cc \u0646\u0638\u06cc\u0631 \u0633\u0627\u06cc\u062a \u0647\u0627\u06cc \u062e\u0628\u0631\u06cc\u060c \u0648\u0628 \u0633\u0627\u06cc\u062a \u0647\u0627 \u0648 \u0645\u062c\u0644\u0627\u062a \u0627\u06cc\u0646\u062a\u0631\u0646\u062a\u06cc<\/li>\n<li>\u0627\u0633\u062a\u0631\u06cc\u0645 \u062f\u06cc\u062a\u0627<\/li>\n<li>\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc<\/li>\n<\/ul>\n<h2 id=\"big-data-in-digital-marketing\">\u06a9\u0627\u0631\u0628\u0631\u062f \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u062f\u0631 \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644<\/h2>\n<p>\u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u062f\u0631 \u062d\u0648\u0632\u0647 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0645\u0627\u0631\u06a9\u062a\u06cc\u0646\u06af \u06a9\u0627\u0631\u0628\u0631\u062f \u0632\u06cc\u0627\u062f\u06cc \u062f\u0627\u0631\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627 \u0628\u0647 \u0634\u0631\u062d \u0632\u06cc\u0631 \u0647\u0633\u062a\u0646\u062f:<\/p>\n<h3>\u062d\u0648\u0632\u0647 \u0622\u0645\u0648\u0632\u0634<\/h3>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u062f\u0631 \u0628\u062e\u0634 \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644\u060c \u0622\u0645\u0648\u0632\u0634 \u0633\u0631\u0641\u0635\u0644 \u0647\u0627\u06cc \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0645\u0627\u0631\u06a9\u062a\u06cc\u0646\u06af \u0627\u0633\u062a \u06a9\u0647 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0647\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0641\u0631\u062f\u06cc \u06cc\u0627 \u0633\u0627\u0632\u0645\u0627\u0646\u06cc \u0627\u0633\u062a.<\/p>\n<h3>\u0634\u0646\u0627\u062e\u062a \u062f\u0642\u06cc\u0642 \u0645\u062e\u0627\u0637\u0628\u0627\u0646<\/h3>\n<p>\u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0631\u0627\u06cc \u0645\u0648\u0641\u0642\u06cc\u062a \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0628\u062e\u0634 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0645\u0627\u0631\u06a9\u062a\u06cc\u0646\u06af \u0628\u0647 \u06a9\u0645\u06a9 \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0634\u0646\u0627\u062e\u062a \u062f\u0642\u06cc\u0642 \u062a\u0631\u06cc \u0627\u0632 \u0645\u062e\u0627\u0637\u0628\u0627\u0646 \u062e\u0648\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/p>\n<h3>\u06a9\u0627\u0647\u0634 \u0647\u0632\u06cc\u0646\u0647 \u0647\u0627<\/h3>\n<p>\u0628\u0647 \u06a9\u0645\u06a9 \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0627\u062f\u0647 \u0647\u0627 \u06cc\u06a9\u0628\u0627\u0631 \u0627\u0633\u062a\u062e\u0631\u062c \u06a9\u0646\u06cc\u062f \u0648 \u062f\u0631 \u0645\u0648\u0627\u0631\u062f \u0645\u062e\u062a\u0644\u0641\u06cc \u0627\u0632 \u062e\u0631\u0648\u062c\u06cc \u0622\u0646\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0646\u0645\u0627\u06cc\u06cc\u062f.<\/p>\n<h3>\u0627\u0646\u062a\u0634\u0627\u0631 \u0645\u062d\u062a\u0648\u0627\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc<\/h3>\n<p>\u062a\u062d\u0644\u06cc\u0644 \u062f\u0631\u0633\u062a \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646\u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0627\u0631\u0627\u0626\u0647 \u0645\u062d\u062a\u0648\u0627\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc \u0628\u0647 \u0645\u062e\u0627\u0637\u0628\u0627\u0646 \u062f\u0631 \u062d\u0648\u0632\u0647 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0645\u0627\u0631\u06a9\u062a\u06cc\u0646\u06af \u06a9\u0645\u06a9 \u06a9\u0646\u062f.<\/p>\n<h3>\u0622\u0646\u0627\u0644\u06cc\u0632 \u0639\u0642\u0627\u06cc\u062f<\/h3>\n<p>\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u0639\u0642\u0627\u06cc\u062f \u0645\u062e\u0627\u0637\u0628\u0627\u0646 \u062f\u0631 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u062f.<\/p>\n<h2 id=\"big-data-vs-data\">\u062a\u0641\u0627\u0648\u062a \u0628\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0648 \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647<\/h2>\n<p>\u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0627 \u062f\u0627\u0646\u0633\u062a\u0646 \u067e\u0627\u0633\u062e \u0633\u0648\u0627\u0644 <strong>\u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0686\u06cc\u0633\u062a\u00a0<\/strong>\u0633\u0648\u0627\u0644\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u062a\u0641\u0627\u0648\u062a \u0628\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0648 \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647 \u0628\u0631\u0627 \u0634\u0645\u0627 \u067e\u06cc\u0634 \u0622\u06cc\u062f \u06a9\u0647 \u067e\u0627\u0633\u062e \u0622\u0646 \u0628\u0647 \u0634\u0631\u062d \u0632\u06cc\u0631 \u0627\u0633\u062a.<\/p>\n<p>\u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u062f\u0631\u0648\u0627\u0642\u0639 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u06a9\u0645\u06cc \u0648 \u06a9\u06cc\u0641\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0635\u0648\u0631\u062a \u0633\u0627\u062e\u062a\u0627\u0631\u06cc\u0627\u0641\u062a\u0647 \u06cc\u0627 \u0628\u062f\u0648\u0646 \u0633\u0627\u062e\u062a\u0627\u0631\u060c \u0634\u062e\u0635\u06cc \u06cc\u0627 \u063a\u06cc\u0631 \u0634\u062e\u0635\u06cc \u0628\u0627\u0634\u062f \u0627\u0645\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0641\u0642\u0637 \u06cc\u06a9 \u0633\u0631\u06cc \u062f\u0627\u062f\u0647 \u0645\u0639\u0645\u0648\u0644\u06cc \u0647\u0633\u062a\u0646\u062f.<\/p>\n<figure id=\"attachment_15695\" aria-describedby=\"caption-attachment-15695\" style=\"width: 700px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-15695 size-full\" src=\"https:\/\/randeno.com\/blog\/wp-content\/uploads\/2023\/03\/big-data-vs-data.jpg\" alt=\"\u062a\u0641\u0627\u0648\u062a \u0628\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0648 \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647\" width=\"700\" height=\"361\" \/><figcaption id=\"caption-attachment-15695\" class=\"wp-caption-text\">\u062a\u0641\u0627\u0648\u062a \u0628\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0648 \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647<\/figcaption><\/figure>\n<h2 id=\"big-data-advantages\">\u0645\u0632\u0627\u06cc\u0627\u06cc \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627<\/h2>\n<ul>\n<li>\u062a\u0648\u0633\u0639\u0647 \u0648 \u0628\u0647\u0628\u0648\u062f \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u0648 \u062e\u062f\u0645\u0627\u062a<\/li>\n<li>\u0628\u0647\u0628\u0648\u062f \u0631\u0642\u0627\u0628\u062a<\/li>\n<li>\u062a\u0634\u062e\u06cc\u0635 \u06a9\u0644\u0627\u0647\u0628\u0631\u062f\u0627\u0631\u06cc \u0648 \u062a\u0642\u0644\u0628<\/li>\n<li>\u0635\u0631\u0641\u0647 \u062c\u0648\u06cc\u06cc \u062f\u0631 \u0647\u0632\u06cc\u0646\u0647<\/li>\n<li>\u0645\u062f\u06cc\u0631\u06cc\u062a \u0631\u06cc\u0633\u06a9<\/li>\n<li>\u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u062a\u062c\u0631\u0628\u0647 \u0645\u0634\u062a\u0631\u06cc<\/li>\n<\/ul>\n<h2 id=\"big-data-disadvantages\">\u0645\u0639\u0627\u06cc\u0628 \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647<\/h2>\n<ul>\n<li>\u06a9\u0645\u0628\u0648\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0627\u06a9\u06cc\u0641\u06cc\u062a<\/li>\n<li>\u062e\u0637\u0631 \u0627\u0645\u0646\u06cc\u062a\u06cc<\/li>\n<li>\u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0633\u0631\u06cc\u0639<\/li>\n<li>\u0645\u0634\u06a9\u0644\u0627\u062a \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0627\u062f\u063a\u0627\u0645 \u0628\u0627 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0642\u062f\u06cc\u0645\u06cc<\/li>\n<li>\u0646\u06cc\u0627\u0632 \u0628\u0647 \u0633\u062e\u062a \u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u062e\u0635\u0648\u0635<\/li>\n<\/ul>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"color: #ff6600;\"><b>\u0628\u06cc\u0634\u062a\u0631 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f: <a href=\"https:\/\/randeno.com\/blog\/what-is-chatgpt\/\">\u0686\u062a \u062c\u06cc \u067e\u06cc \u062a\u06cc \u06cc\u0627 ChatGPT \u0686\u06cc\u0633\u062a\u061f<\/a><\/b><\/span><\/p>\n<hr \/>\n<p>\u062f\u0631 \u0645\u0642\u0627\u0644\u0647 <strong>\u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0686\u06cc\u0633\u062a\u00a0<\/strong>\u0633\u0639\u06cc \u06a9\u0631\u062f\u06cc\u0645 \u062a\u0627 \u0634\u0645\u0627 \u0631\u0627 \u0628\u0627 \u0627\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0622\u0634\u0646\u0627 \u06a9\u0646\u06cc\u0645. \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0628\u0631\u0627\u06cc \u0628\u0631\u0637\u0631\u0641 \u06a9\u0631\u062f\u0646 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u0627\u0646\u0633\u0627\u0646 \u062f\u0631 \u062f\u0646\u06cc\u0627 \u062c\u0627\u06cc\u06af\u0627\u0647 \u0648\u06cc\u0698\u0647 \u0627\u06cc \u062f\u0627\u0631\u062f. \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647 \u0645\u0646\u0627\u0628\u0639 \u0645\u0646\u0627\u0633\u0628\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0632\u06cc\u0627\u062f \u062f\u0631 \u062d\u0648\u0632\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0634\u0645\u0627 \u0628\u0647 \u06a9\u0645\u06a9 \u0627\u06cc\u0646 \u0645\u0646\u0627\u0628\u0639 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0647\u0645\u06cc \u0631\u0627 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0646\u0645\u0627\u06cc\u06cc\u062f. \u062e\u0648\u0634\u062d\u0627\u0644 \u0645\u06cc \u0634\u0648\u06cc\u0645 \u06a9\u0647 \u0646\u0638\u0631\u0627\u062a \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0642\u0633\u0645\u062a \u062f\u06cc\u062f\u06af\u0627\u0647 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0631\u0627\u06cc \u0645\u0627 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0628\u06af\u0630\u0627\u0631\u06cc\u062f.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0686\u06cc\u0633\u062a \u0648 \u0686\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062f\u0627\u0631\u062f\u061f \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 (Big Data) \u06cc\u0627 \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647\u060c \u062d\u062c\u0645 \u0648\u0633\u06cc\u0639\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0628\u0627 \u06af\u0630\u0634\u062a&#8230;<\/p>\n","protected":false},"author":20,"featured_media":15691,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[50,54],"tags":[],"class_list":["post-15680","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-50","category-54"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.2 (Yoast SEO v24.2) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0628\u06cc\u06af 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