{"id":27746,"date":"2026-04-07T09:03:09","date_gmt":"2026-04-07T06:03:09","guid":{"rendered":"https:\/\/atharhubs.com\/?p=27746"},"modified":"2026-04-07T09:03:55","modified_gmt":"2026-04-07T06:03:55","slug":"%d8%af%d9%84%d9%8a%d9%84%d9%83-%d8%a7%d9%84%d8%b4%d8%a7%d9%85%d9%84-%d9%84%d9%85%d8%b5%d8%b7%d9%84%d8%ad%d8%a7%d8%aa-%d9%87%d9%86%d8%af%d8%b3%d8%a9-%d8%a7%d9%84%d8%a8%d9%8a%d8%a7%d9%86%d8%a7%d8%aa","status":"publish","type":"post","link":"https:\/\/atharhubs.com\/en\/%d8%af%d9%84%d9%8a%d9%84%d9%83-%d8%a7%d9%84%d8%b4%d8%a7%d9%85%d9%84-%d9%84%d9%85%d8%b5%d8%b7%d9%84%d8%ad%d8%a7%d8%aa-%d9%87%d9%86%d8%af%d8%b3%d8%a9-%d8%a7%d9%84%d8%a8%d9%8a%d8%a7%d9%86%d8%a7%d8%aa\/","title":{"rendered":"\u062f\u0644\u064a\u0644\u0643 \u0627\u0644\u0634\u0627\u0645\u0644 \u0644\u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u062e\u0637\u0648\u062a\u0643 \u0627\u0644\u0623\u0648\u0644\u0649 \u0646\u062d\u0648 \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641 \ud83d\ude80"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><a href=\"http:\/\/atharhubs.com\/wp-content\/uploads\/2026\/04\/Untitled-design-3.png\"><img fetchpriority=\"high\" decoding=\"async\" width=\"712\" height=\"1024\" src=\"http:\/\/atharhubs.com\/wp-content\/uploads\/2026\/04\/Untitled-design-3-712x1024.png\" alt=\"\" class=\"wp-image-27747\" srcset=\"https:\/\/atharhubs.com\/wp-content\/uploads\/2026\/04\/Untitled-design-3-712x1024.png 712w, https:\/\/atharhubs.com\/wp-content\/uploads\/2026\/04\/Untitled-design-3-209x300.png 209w, https:\/\/atharhubs.com\/wp-content\/uploads\/2026\/04\/Untitled-design-3-768x1104.png 768w, https:\/\/atharhubs.com\/wp-content\/uploads\/2026\/04\/Untitled-design-3-1068x1536.png 1068w, https:\/\/atharhubs.com\/wp-content\/uploads\/2026\/04\/Untitled-design-3-8x12.png 8w, https:\/\/atharhubs.com\/wp-content\/uploads\/2026\/04\/Untitled-design-3-600x863.png 600w, https:\/\/atharhubs.com\/wp-content\/uploads\/2026\/04\/Untitled-design-3-35x50.png 35w, https:\/\/atharhubs.com\/wp-content\/uploads\/2026\/04\/Untitled-design-3.png 1285w\" sizes=\"(max-width: 712px) 100vw, 712px\" \/><\/a><\/figure>\n\n\n\n<p><strong>\u062f\u0644\u064a\u0644\u0643 \u0627\u0644\u0634\u0627\u0645\u0644 \u0644\u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u062e\u0637\u0648\u062a\u0643 \u0627\u0644\u0623\u0648\u0644\u0649 \u0646\u062d\u0648 \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641 \ud83d\ude80<\/strong><\/p>\n\n\n\n<p id=\"p-rc_0fb2b952e58fe2ec-82\">\u0641\u064a \u0639\u0627\u0644\u0645 \u064a\u0639\u062a\u0645\u062f \u0628\u0634\u0643\u0644 \u0645\u062a\u0632\u0627\u064a\u062f \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u0631\u0642\u0627\u0645\u060c \u062a\u0628\u0631\u0632 \u0623\u0647\u0645\u064a\u0629 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Engineering)\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u064f\u0639\u0631\u0641 \u0628\u0623\u0646\u0647\u0627 \u0645\u0645\u0627\u0631\u0633\u0629 \u062a\u0635\u0645\u064a\u0645 \u0648\u0628\u0646\u0627\u0621 \u0648\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u0629 \u0639\u0646 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062e\u0632\u064a\u0646\u0647\u0627 \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627<sup><\/sup>.<\/p>\n\n\n\n<p id=\"p-rc_0fb2b952e58fe2ec-83\">\u062e\u0644\u0641 \u0643\u0644 \u0645\u0634\u0631\u0648\u0639 \u062a\u0642\u0646\u064a \u0646\u0627\u062c\u062d\u060c \u064a\u0648\u062c\u062f \u0645\u0647\u0646\u062f\u0633 \u0628\u064a\u0627\u0646\u0627\u062a (Data Engineer)\u060c \u0648\u0647\u0648 \u0627\u0644\u0645\u062a\u062e\u0635\u0635 \u0627\u0644\u0645\u0633\u0624\u0648\u0644 \u0639\u0646 \u0628\u0646\u0627\u0621 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a<sup><\/sup>. \u0648\u0644\u0643\u0646\u060c \u0642\u062f \u064a\u062c\u062f \u0627\u0644\u0643\u062b\u064a\u0631\u0648\u0646 \u0645\u0645\u0646 \u064a\u062e\u0637\u0648\u0646 \u062e\u0637\u0648\u0627\u062a\u0647\u0645 \u0627\u0644\u0623\u0648\u0644\u0649 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0623\u0646\u0641\u0633\u0647\u0645 \u0623\u0645\u0627\u0645 \u0628\u062d\u0631 \u0645\u0646 \u0627\u0644\u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/p>\n\n\n\n<p><strong>\u0647\u062f\u064a\u062a\u0646\u0627 \u0644\u0643: \u0642\u0627\u0645\u0648\u0633 \u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \ud83c\udf81<\/strong><\/p>\n\n\n\n<p id=\"p-rc_0fb2b952e58fe2ec-84\">\u0644\u062a\u0633\u0647\u064a\u0644 \u0631\u062d\u0644\u062a\u0643 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644\u060c \u0646\u0642\u062f\u0645 \u0644\u0643\u0645 &#8220;\u0642\u0627\u0645\u0648\u0633 \u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a&#8221; \u0645\u0646 \u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0623\u062b\u0631 (ATHAR)<sup><\/sup><sup><\/sup><sup><\/sup><sup><\/sup>. \u064a\u062d\u062a\u0648\u064a \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u0634\u0627\u0645\u0644 \u0639\u0644\u0649 \u0664\u0665 \u0645\u0635\u0637\u0644\u062d \u0623\u0633\u0627\u0633\u064a \u0645\u064f\u0635\u0646\u064e\u0651\u0641 \u0648\u0645\u064f\u0639\u0631\u064e\u0651\u0641 \u0628\u0627\u0644\u0639\u0631\u0628\u064a\u0629<sup><\/sup>.<\/p>\n\n\n\n<p>\ud83d\udce5 <strong>\u0644\u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0642\u0627\u0645\u0648\u0633 \u0628\u0635\u064a\u063a\u0629 PDF \u0645\u062c\u0627\u0646\u0627\u064b \u0648\u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0647 \u0643\u0645\u0631\u062c\u0639 \u0644\u0643\u060c \u0627\u0636\u063a\u0637 \u0639\u0644\u0649 \u0627\u0644\u0631\u0627\u0628\u0637 \u0627\u0644\u062a\u0627\u0644\u064a:<\/strong><\/p>\n\n\n\n<p>\ud83d\udd17 <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"http:\/\/atharhubs.com\/wp-content\/uploads\/2026\/04\/Athar_Data_Engineering_Glossary.pdf\">http:\/\/atharhubs.com\/wp-content\/uploads\/2026\/04\/Athar_Data_Engineering_Glossary.pdf<\/a><\/p>\n\n\n\n<p><strong>\u0645\u0627\u0630\u0627 \u0633\u062a\u062a\u0639\u0644\u0645 \u0645\u0646 \u0647\u0630\u0627 \u0627\u0644\u0645\u0644\u0641\u061f<\/strong><\/p>\n\n\n\n<p>\u064a\u064f\u0642\u0633\u0645 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\u0627\u0644\u0648\u062c\u0647\u0627\u062a\u060c \u0648\u063a\u0627\u0644\u0628\u0627\u064b \u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u062a\u0646\u0638\u064a\u0641 \u0648\u0627\u0644\u062a\u062d\u0648\u064a\u0644.<\/li>\n\n\n\n<li><strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/strong> \u064a\u0634\u0645\u0644 \u062a\u0648\u0636\u064a\u062d\u0627\u064b \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0645\u062b\u0644 (ETL)\u060c \u0648\u0647\u064a \u0639\u0645\u0644\u064a\u0629 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0635\u0627\u062f\u0631\u0647\u0627\u060c \u062b\u0645 \u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0625\u0644\u0649 \u0635\u064a\u063a\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0648\u062a\u062d\u0645\u064a\u0644\u0647\u0627 \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646.<\/li>\n\n\n\n<li><strong>\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646:<\/strong> \u064a\u0648\u0636\u062d \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Warehouse) \u0648\u0628\u062d\u064a\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Lake).<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0623\u0637\u0631:<\/strong> \u064a\u063a\u0637\u064a \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0645\u062b\u0644 \u0623\u0628\u0627\u062a\u0634\u064a \u0633\u0628\u0627\u0631\u0643 (Apache Spark)\u060c \u0648\u0647\u0648 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0645\u0648\u0632\u0639 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 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