{"id":1601,"date":"2023-10-28T19:09:08","date_gmt":"2023-10-28T18:09:08","guid":{"rendered":"https:\/\/cntxt.com\/%d8%ba%d9%8a%d8%b1-%d9%85%d8%b5%d9%86%d9%81\/what-is-dataops-5-things-industrial-leaders-need-to-know\/"},"modified":"2023-10-29T20:21:32","modified_gmt":"2023-10-29T20:21:32","slug":"what-is-dataops-5-things-industrial-leaders-need-to-know","status":"publish","type":"post","link":"https:\/\/cntxt.com\/ar\/news\/what-is-dataops-5-things-industrial-leaders-need-to-know\/","title":{"rendered":"\u0645\u0627 \u0647\u064a DataOps\u061f 5 \u0623\u0634\u064a\u0627\u0621 \u064a\u062d\u062a\u0627\u062c \u0627\u0644\u0642\u0627\u062f\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0648\u0646 \u0625\u0644\u0649 \u0645\u0639\u0631\u0641\u062a\u0647\u0627"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0635\u0646\u0627\u0639\u0629\u060c \u063a\u064a\u0651\u0631 \u0627\u0644\u0648\u0628\u0627\u0621 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\u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0625\u062d\u062f\u0649 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u063a\u0627\u064a\u0629 \u0647\u064a \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u062c\u062f\u064a\u062f \u0633\u0631\u064a\u0639 \u0627\u0644\u0646\u0645\u0648 \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (DataOps) &#8211; \u0648\u0647\u0648 \u0645\u0645\u0627\u0631\u0633\u0629 \u0625\u062f\u0627\u0631\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0639\u0627\u0648\u0646\u064a\u0629 \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0644\u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u064a\u0646 \u0645\u062f\u064a\u0631\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0645\u0633\u062a\u0647\u0644\u0643\u064a\u0646 \u0639\u0628\u0631 \u0627\u0644\u0645\u0624\u0633\u0633\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0627 \u0647\u064a DataOps\u061f<\/h3>\n\n\n\n<p>\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 DataOps <a href=\"https:\/\/www.cio.com\/article\/227979\/what-is-dataops-data-operations-analytics.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u062a\u0645 \u062a\u0639\u0631\u064a\u0641\u0647\u0627<\/a> \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u0645\u0646\u0647\u062c\u064a\u0629 \u0631\u0634\u064a\u0642\u0629 \u0648\u0645\u0648\u062c\u0647\u0629 \u0646\u062d\u0648 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0648\u062a\u0642\u062f\u064a\u0645\u0647\u0627. \u0648\u0647\u064a 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\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a&#8221;.<\/p>\n\n\n\n<p>\u0627\u0644\u0647\u062f\u0641 \u0645\u0646 DataOps \u0647\u0648 \u0625\u0646\u0634\u0627\u0621 \u062a\u0633\u0644\u064a\u0645 \u064a\u0645\u0643\u0646 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0647 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062a\u063a\u064a\u064a\u0631 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0646\u0633\u0628\u064a\u0629\u060c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0644\u0623\u062a\u0645\u062a\u0629 \u062a\u0633\u0644\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0645\u0646\u0627\u0633\u0628\u0629 \u0645\u0646 \u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0635\u0641\u064a\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0642\u064a\u0645\u062a\u0647\u0627 \u0641\u064a \u0628\u064a\u0626\u0629 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629.<\/p>\n\n\n\n<p>\u064a\u062a\u0645 \u062a\u0643\u0644\u064a\u0641 \u0645\u0647\u0646\u062f\u0633\u064a \u0648\u0641\u0631\u0642 DataOps \u0628\u062c\u0644\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u062c\u0645\u064a\u0639 \u0623\u0646\u062d\u0627\u0621 \u0627\u0644\u0645\u0624\u0633\u0633\u0629\u060c \u062f\u0627\u062e\u0644\u064a\u064b\u0627 \u0648\u062e\u0627\u0631\u062c\u064a\u064b\u0627\u060c \u0648\u062c\u0639\u0644 \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0645 \u062a\u0642\u062f\u0645 \u0627\u0644\u0645\u0632\u064a\u062f \u0644\u0644\u0634\u0631\u0643\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0623\u0635\u0648\u0644 \u0648\u062a\u0637\u0648\u0631 DataOps<\/h3>\n\n\n\n<p>\u064a\u0639\u0648\u062f \u0645\u0635\u0637\u0644\u062d DataOps \u0625\u0644\u0649 \u0639\u0627\u0645 2010. \u0641\u064a \u0645\u0646\u0634\u0648\u0631 \u0645\u062f\u0648\u0646\u0629 \u0639\u0627\u0645 2014\u060c \u0646\u0638\u0631 \u0627\u0644\u0645\u062d\u0631\u0631 \u0627\u0644\u0645\u0633\u0627\u0647\u0645 \u0641\u064a Information Week\u060c \u0644\u064a\u0646\u064a \u0644\u064a\u0628\u0645\u0627\u0646\u060c \u0641\u064a \u0638\u0647\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0648\u0631\u0623\u0649 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u0636\u0645\u0627\u0646 \u062d\u062f\u0648\u062b \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0643\u0641\u0627\u0621\u0629 \u0648\u0645\u0648\u062b\u0648\u0642\u064a\u0629.<\/p>\n\n\n\n<p>Liebmann called this discipline \u201c<strong>DataOps,<\/strong>\u201d or \u201cthe set of best practices that improve coordination between data science and operations.\u201d<\/p>\n\n\n\n<p>\u0628\u0639\u062f \u0633\u0628\u0639 \u0633\u0646\u0648\u0627\u062a\u060c \u0623\u0635\u0628\u062d\u062a DataOps &#8220;\u0627\u0644\u0627\u062a\u062c\u0627\u0647 \u0627\u0644\u0623\u0639\u0644\u0649&#8221;\u060c \u0648\u0641\u0642\u064b\u0627 \u0644\u0640 <a href=\"https:\/\/venturebeat.com\/business\/what-is-dataops-and-why-its-a-top-trend\/ \" target=\"_blank\" rel=\"noreferrer noopener\">VentureBeat<\/a>\u060c \u0648\u0627\u0644\u0633\u0628\u0627\u0642 \u0645\u0633\u062a\u0645\u0631 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0639\u0631\u064a\u0641 \u0648\u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0629 \u0628\u062c\u0632\u0621 \u0645\u0646 \u0627\u0644\u0633\u0648\u0642:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0648\u0641\u0642\u064b\u0627 <a href=\"https:\/\/www.gartner.com\/en\/information-technology\/glossary\/dataops\" target=\"_blank\" rel=\"noreferrer noopener\">Gartner<\/a>\u060c &#8220;DataOps \u0647\u064a \u0645\u0645\u0627\u0631\u0633\u0629 \u062a\u0639\u0627\u0648\u0646\u064a\u0629 \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0644\u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u064a\u0646 \u0645\u062f\u064a\u0631\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u0633\u062a\u0647\u0644\u0643\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0645\u0624\u0633\u0633\u0629.&#8221;<\/li>\n\n\n\n<li>\u064a\u0639\u0631\u0651\u0641 \u0641\u0631\u064a\u0642 \u0645\u0646 \u0645\u062d\u0644\u0644\u064a <a href=\"https:\/\/www.forrester.com\/report\/dataops-for-the-intelligent-edge-of-business\/RES162717\" target=\"_blank\" rel=\"noreferrer noopener\">Forrester<\/a>\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0646\u0627\u0626\u0628 \u0627\u0644\u0631\u0626\u064a\u0633 \u0648\u0627\u0644\u0645\u062d\u0644\u0644 \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0645\u064a\u0634\u064a\u0644 \u062c\u0648\u064a\u062a\u0632\u060c DataOps \u0628\u0623\u0646\u0647\u0627 &#8220;\u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u062d\u0644\u0648\u0644\u060c \u0648\u062a\u0637\u0648\u064a\u0631 \u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u0646\u0634\u064a\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0639\u0628\u0631 \u062c\u0645\u064a\u0639 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0628\u062f\u0621\u064b\u0627 \u0645\u0646 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0648\u0648\u0635\u0648\u0644\u0627\u064b \u0625\u0644\u0649 \u0627\u0644\u062e\u0628\u0631\u0629&#8221;.<\/li>\n<\/ul>\n\n\n\n<p>\u0647\u0646\u0627\u0643 \u062e\u064a\u0637\u0627\u0646 \u0645\u0634\u062a\u0631\u0643\u0627\u0646 \u0642\u0648\u064a\u0627\u0646 \u0639\u0628\u0631 \u0647\u0630\u0647 \u0627\u0644\u062a\u0639\u0631\u064a\u0641\u0627\u062a \u0647\u0645\u0627 \u0623\u0647\u0645\u064a\u0629<strong> \u0627\u0644\u062a\u0639\u0627\u0648\u0646 <\/strong> \u0648<strong> <\/strong>\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649<strong> \u062f\u0645\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0628\u0631 \u0623\u062c\u0632\u0627\u0621 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0645\u0624\u0633\u0633\u0629<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">DataOps \u0645\u0642\u0627\u0628\u0644 DevOps<\/h3>\n\n\n\n<p>DataOps\u060c \u0648DevOps\u060c \u0648MLOps &#8211; \u0642\u062f \u064a\u0643\u0648\u0646 \u0645\u0646 \u0627\u0644\u0635\u0639\u0628 \u062a\u062a\u0628\u0639 \u0623\u062d\u062f\u062b \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0637\u0646\u0627\u0646\u0629 \u0645\u0646 \u0639\u0627\u0644\u0645 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a. \u0648\u0647\u0646\u0627 \u062a\u0648\u0636\u064a\u062d:<\/p>\n\n\n\n<p><strong>DataOps \u0644\u064a\u0633 DevOps.<\/strong> \u0644\u0642\u062f \u0643\u0627\u0646 DevOps \u0645\u0648\u062c\u0648\u062f\u064b\u0627 \u0645\u0646\u0630 \u0633\u0646\u0648\u0627\u062a. \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0628\u0639\u0636 \u0627\u0644\u0642\u0648\u0627\u0633\u0645 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629 \u0627\u0644\u0633\u0637\u062d\u064a\u0629\u060c \u0641\u0625\u0646 DevOps \u0648DataOps \u0645\u062e\u062a\u0644\u0641\u0627\u0646 \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a. \u0643\u0644\u0627\u0647\u0645\u0627 \u0645\u0646\u0647\u062c\u064a\u0627\u062a \u062a\u0633\u062a\u062e\u062f\u0645 \u0644\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629\u060c \u0648\u0644\u0643\u0646 \u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u0645\u0643\u0627\u0646 \u0627\u0644\u0630\u064a \u064a\u0646\u062a\u0647\u064a \u0641\u064a\u0647 \u0627\u0644\u062a\u0634\u0627\u0628\u0647.<\/p>\n\n\n\n<p><strong>\u064a\u0646\u0635\u0628 \u062a\u0631\u0643\u064a\u0632 DataOps<\/strong> \u0639\u0644\u0649 \u062a\u0642\u062f\u064a\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u0623\u0639\u0645\u0627\u0644 \u0648\u0645\u0648\u062b\u0648\u0642\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0648\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0645\u062a\u0627\u062d\u0629 \u0644\u062c\u0645\u064a\u0639 &#8220;\u0627\u0644\u0645\u0647\u0646\u062f\u0633\u064a\u0646 \u0627\u0644\u0623\u0630\u0643\u064a\u0627\u0621&#8221; \u0623\u0648 &#8220;\u0645\u0633\u062a\u0647\u0644\u0643\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a&#8221;. \u0623\u062d\u062f \u0627\u0644\u0623\u0647\u062f\u0627\u0641 \u0647\u0648 \u062c\u0647\u0648\u062f \u0627\u0644\u0623\u062a\u0645\u062a\u0629\u060c \u0627\u0644\u062a\u064a \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0643\u0627\u0645\u0644\u0647\u0627. \u0627\u0644\u0647\u062f\u0641 \u0627\u0644\u0622\u062e\u0631 \u0647\u0648 \u0627\u0644\u0645\u0648\u0627\u0621\u0645\u0629 \u0628\u064a\u0646 \u062f\u0639\u0645 \u0646\u0638\u0627\u0645 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0648\u0627\u0644\u0623\u0639\u0645\u0627\u0644.<\/p>\n\n\n\n<p><strong>\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0641\u064a DevOps<\/strong>\u060c \u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u060c \u0647\u0648 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a. \u062a\u0631\u0643\u0632 \u062c\u0647\u0648\u062f \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0639\u0644\u0649 \u062f\u0648\u0631\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0633\u0644\u064a\u0645 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0648\u0627\u0644\u062a\u062e\u0644\u0635 \u0645\u0646 \u0627\u0644\u0647\u062f\u0631. \u062a\u0639\u062f \u0627\u0644\u0645\u0648\u0627\u0621\u0645\u0629 \u0628\u064a\u0646 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0648\u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0648\u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0647\u062f\u0641\u064b\u0627 \u0631\u0626\u064a\u0633\u064a\u064b\u0627 \u0644\u0640 DevOps.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0627 \u0647\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629\u061f<\/h3>\n\n\n\n<p>\u0625\u0635\u062f\u0627\u0631 \u0623\u0643\u062b\u0631 \u062a\u062d\u062f\u064a\u062f\u064b\u0627 \u0645\u0646 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u062c\u062f\u064a\u062f\u060c Industrial DataOps\u060c \u064a\u062f\u0648\u0631 \u062d\u0648\u0644 \u062a\u062d\u0637\u064a\u0645 \u0627\u0644\u0635\u0648\u0627\u0645\u0639 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0648\u0627\u0641\u0631 \u0648\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u0646\u0627\u062a\u062c\u0629 \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0623\u0635\u0648\u0644 \u0627\u0644\u062b\u0642\u064a\u0644\u0629 \u0645\u062b\u0644 \u0627\u0644\u0646\u0641\u0637 \u0648\u0627\u0644\u063a\u0627\u0632 \u0648\u0627\u0644\u0637\u0627\u0642\u0629 \u0648\u0627\u0644\u0645\u0631\u0627\u0641\u0642 \u0648\u0627\u0644\u062a\u0635\u0646\u064a\u0639.<\/p>\n\n\n\n<p>\u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u062b\u0644\u0627\u062b \u062d\u0642\u0627\u0626\u0642 \u0623\u0633\u0627\u0633\u064a\u0629 \u062d\u0648\u0644 \u0639\u0645\u0644\u064a\u0627\u062a DataOps \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629:<\/p>\n\n\n\n<p><strong>1. \u062a\u0639\u062a\u0645\u062f \u0639\u0645\u0644\u064a\u0627\u062a DataOps \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u062e\u0628\u0631\u0627\u0621 \u0627\u0644\u0645\u062c\u0627\u0644<\/strong><\/p>\n\n\n\n<p>\u064a\u0639\u062f \u0627\u0644\u0623\u0641\u0631\u0627\u062f \u0648\u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a (\u0623\u0643\u062b\u0631 \u0628\u0643\u062b\u064a\u0631 \u0645\u0646 \u0645\u062c\u0631\u062f \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a) \u0623\u0645\u0631\u064b\u0627 \u0636\u0631\u0648\u0631\u064a\u064b\u0627 \u0644\u062c\u0639\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0630\u0627\u062a \u0642\u064a\u0645\u0629 \u0648\u0645\u0641\u064a\u062f\u0629 \u0644\u0645\u0633\u062a\u0647\u0644\u0643\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0645\u0624\u0633\u0633\u0629 &#8211; \u0648\u0628\u0639\u0628\u0627\u0631\u0629 \u0623\u062e\u0631\u0649\u060c \u062e\u0628\u0631\u0627\u0621 \u0627\u0644\u0645\u062c\u0627\u0644 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0648\u0627\u0644\u0623\u0642\u0633\u0627\u0645.<\/p>\n\n\n\n<p>\u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u0623\u0646 \u062a\u062a\u0630\u0643\u0631 \u0623\u0646 DataOps \u0647\u064a \u0645\u0645\u0627\u0631\u0633\u0629 \u0648\u0637\u0631\u064a\u0642\u0629 \u0644\u0644\u0645\u0634\u0627\u0631\u0643\u0629 \u0648\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0639\u0628\u0631 \u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0644\u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062c\u0646\u064a \u0642\u064a\u0645\u0629 \u0623\u0643\u0628\u0631 \u0645\u0646\u0647\u0627.<\/p>\n\n\n\n<p><strong>2. \u0644\u0627 \u062a\u0643\u0648\u0646 \u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0627 \u0628\u0642\u062f\u0631 \u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u064a\u0647\u0627 \u0648\u062d\u062c\u0645 \u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0627\u0644\u0630\u064a\u0646 \u064a\u0633\u062a\u062e\u062f\u0645\u0648\u0646\u0647\u0627<\/strong><\/p>\n\n\n\n<p>\u0625\u0646 \u062a\u0642\u0627\u0631\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u062c\u0639\u0644 \u0645\u0646 DataOps \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0636\u0631\u0648\u0631\u0629 \u062a\u0634\u063a\u064a\u0644\u064a\u0629. \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639\u060c \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0633\u064a\u0627\u0642\u064b\u0627. \u0625\u0646 \u0623\u062a\u0645\u062a\u0629 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0625\u0646\u0634\u0627\u0621 \u0645\u0635\u062f\u0631 \u0645\u0631\u0643\u0632\u064a \u0648\u0627\u062d\u062f \u0644\u0644\u0633\u064a\u0627\u0642 \u0644\u0644\u062d\u0642\u064a\u0642\u0629 \u0647\u0648 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0648\u062d\u064a\u062f\u0629 \u0644\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u064a\u0629 \u062a\u0646\u062a\u0635\u0631 \u0639\u0644\u0649 \u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0648\u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 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\u064a\u0639\u062f \u0627\u0644\u062a\u062c\u0631\u064a\u0628 \u0648\u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0623\u0645\u0631\u064b\u0627 \u0636\u0631\u0648\u0631\u064a\u064b\u0627.<\/p>\n\n\n\n<p>\u0625\u0646 \u0625\u0646\u0634\u0627\u0621 \u0642\u064a\u0645\u0629 \u062a\u062c\u0627\u0631\u064a\u0629 \u0644\u0627 \u064a\u0639\u062f \u0645\u0639\u0627\u0645\u0644\u0629 \u0623\u062d\u0627\u062f\u064a\u0629 \u0627\u0644\u0627\u062a\u062c\u0627\u0647 \u0628\u064a\u0646 \u0639\u0627\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0642\u0633\u0645. \u0625\u0646\u0647 \u062c\u0647\u062f \u0645\u0634\u062a\u0631\u0643 \u064a\u062a\u0637\u0644\u0628 \u0645\u0646 \u0643\u0644\u0627 \u0627\u0644\u062c\u0627\u0646\u0628\u064a\u0646 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0629 \u0648\u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0629 \u0648\u062a\u0637\u0648\u064a\u0631 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\u0648\u062c\u062f\u062a \u0634\u0631\u0643\u0629 McKinsey \u0623\u0646 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u062a\u064a \u0642\u0627\u0645\u062a \u0628\u062f\u0645\u062c DataOps \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0634\u0647\u062f \u0632\u064a\u0627\u062f\u0629 \u0641\u064a \u062d\u062c\u0645 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0628\u0646\u0633\u0628\u0629 50% \u0644\u0623\u0646 \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062a\u064a\u062d \u062a\u0643\u0631\u0627\u0631\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0623\u0633\u0631\u0639. \u062a\u0634\u0645\u0644 \u0627\u0644\u0641\u0648\u0627\u0626\u062f \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0645\u0627 \u064a\u0644\u064a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0625\u062f\u0627\u0631\u0629 \u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong>: \u062a\u0639\u0645\u0644 DataOps \u0639\u0644\u0649 \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a \u0644\u0644\u0639\u0627\u0645\u0644\u064a\u0646 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0623\u0642\u0635\u0649 \u062d\u062f \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0645\u0633\u0627\u062d\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0644\u0644\u0639\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0628\u0623\u0645\u0627\u0646 \u0648\u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0642\u0644 \u0636\u0645\u0646 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\u0627\u0644\u0633\u0631\u064a\u0639<\/strong>: \u062a\u0647\u062f\u0641 DataOps \u0625\u0644\u0649 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0644\u0627\u0632\u0645 \u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u062c\u0639\u0644 \u0625\u062b\u0628\u0627\u062a\u0627\u062a \u0627\u0644\u0645\u0641\u0647\u0648\u0645 (PoCs) \u0623\u0633\u0631\u0639 \u0648\u0623\u0631\u062e\u0635 \u0641\u064a \u0627\u0644\u062a\u0635\u0645\u064a\u0645\u060c \u0648\u062a\u0642\u062f\u064a\u0645 \u0623\u062f\u0648\u0627\u062a \u0644\u062a\u0641\u0639\u064a\u0644\u0647\u0627 \u0648\u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642\u0647\u0627.<\/li>\n\n\n\n<li><strong>\u062d\u0648\u0643\u0645\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0624\u0633\u0633\u0629<\/strong>: \u062a\u0645\u0643\u0651\u0646 DataOps \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u0648\u0636\u0639 \u0648\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0627\u062a\u0633\u0627\u0642 \u0648\u0639\u0627\u0626\u062f \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0648\u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0648\u0627\u0644\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u0629\u060c \u0645\u0639 \u0639\u0645\u0644\u064a\u0627\u062a \u0623\u0641\u0636\u0644 \u0648\u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0648\u0627\u0644\u0625\u0634\u0631\u0627\u0641.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0647\u0644 \u0623\u0646\u062a \u0645\u0633\u062a\u0639\u062f \u0644\u0640 DataOps \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629\u061f<\/h3>\n\n\n\n<p>CNTXT \u0647\u064a \u0627\u0644\u0645\u0648\u0632\u0639 \u0627\u0644\u062d\u0635\u0631\u064a \u0644\u0634\u0631\u0643\u0629 Cognite Data Fusion\u060c \u0645\u0646\u0635\u0629 DataOps \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u0631\u0627\u0626\u062f\u0629\u060c \u0641\u064a \u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u0634\u0631\u0642 \u0627\u0644\u0623\u0648\u0633\u0637 \u0648\u0634\u0645\u0627\u0644 \u0623\u0641\u0631\u064a\u0642\u064a\u0627. \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Industrial DataOps\u060c \u064a\u0645\u0643\u0646 \u0644\u0645\u0624\u0633\u0633\u062a\u0643 \u062a\u062d\u0642\u064a\u0642 \u0648\u0642\u062a \u0642\u064a\u0627\u0633\u064a \u0644\u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0642\u064a\u0645\u0629:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0642\u0636\u0627\u0621 \u0648\u0642\u062a \u0623\u0642\u0644 \u0628\u0646\u0633\u0628\u0629 90% \u0641\u064a \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li>\n\n\n\n<li>\u0642\u0636\u0627\u0621 \u0648\u0642\u062a \u0623\u0642\u0644 \u0628\u0646\u0633\u0628\u0629 50% \u0641\u064a \u0641\u0647\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li>\n\n\n\n<li>\u0646\u0634\u0631 \u0627\u0644\u062d\u0644\u0648\u0644 \u0628\u0634\u0643\u0644 \u0623\u0633\u0631\u0639 \u0628\u0646\u0633\u0628\u0629 10-25%<\/li>\n<\/ul>\n\n\n\n<p>\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0645\u0646\u062d \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0645\u0644\u0643\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629 \u0648\u0635\u0648\u0644\u0627\u064b \u062d\u0635\u0631\u064a\u064b\u0627 \u0625\u0644\u0649 DataOps \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0639\u0627\u0644\u0645\u064a\u064b\u0627\u060c \u0641\u0625\u0646\u0646\u0627 \u0646\u0648\u0641\u0631 \u0623\u064a\u0636\u064b\u0627 \u0623\u0641\u0636\u0644 \u062b\u0644\u0627\u062b\u0629 \u0645\u0632\u0648\u062f\u064a\u0646 \u0639\u0627\u0644\u0645\u064a\u064b\u0627 \u0644\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0648\u0628\u0639\u0636\u064b\u0627 \u0645\u0646 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0648\u062e\u0628\u0631\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062d\u0644\u0648\u0644 \u0627\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u064a.<\/p>\n\n\n\n<p>\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062d\u0648\u0644 \u0643\u064a\u0641\u064a\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 Cognite Data Fusion \u0644\u0623\u0635\u0639\u0628 \u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0644\u062a\u0648\u0641\u064a\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0648\u0633\u064a\u0627\u0642\u064a\u0629\u060c <a href=\"https:\/\/cntxt.com\/wp-content\/uploads\/2022\/07\/Cognite-Data- Fusion-One-Pager.pdf\">\u0642\u0645 \u0628\u062a\u0646\u0632\u064a\u0644 \u0648\u0631\u0642\u0629 \u062d\u0642\u0627\u0626\u0642 Cognite Data Fusion \u0647\u0646\u0627<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u062a\u0639\u062f DataOps \u062c\u062f\u064a\u062f\u0629 \u0648\u063a\u064a\u0631 \u0645\u0639\u0631\u0648\u0641\u0629 \u0627\u0644\u064a\u0648\u0645 \u0643\u0645\u0627 \u0643\u0627\u0646\u062a DevOps \u0641\u064a \u0627\u0644\u0639\u0642\u062f \u0627\u0644\u0623\u0648\u0644 \u0645\u0646 \u0627\u0644\u0642\u0631\u0646 \u0627\u0644\u062d\u0627\u062f\u064a \u0648\u0627\u0644\u0639\u0634\u0631\u064a\u0646\u060c \u0648\u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0641\u064a \u0627\u0644\u062a\u0633\u0639\u064a\u0646\u064a\u0627\u062a\u060c \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0641\u064a \u062a\u0633\u0639\u064a\u0646\u064a\u0627\u062a \u0627\u0644\u0642\u0631\u0646 \u0627\u0644\u062a\u0627\u0633\u0639 \u0639\u0634\u0631. \u0625\u0644\u064a\u0643 \u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0645\u0639\u0631\u0641\u062a\u0647 \u062d\u0648\u0644 \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0645\u062a\u0637\u0648\u0631 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0623\u0645\u062b\u0644.<\/p>\n","protected":false},"author":2,"featured_media":1897,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-1601","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0645\u0627 \u0647\u064a DataOps\u061f 5 \u0623\u0634\u064a\u0627\u0621 \u064a\u062d\u062a\u0627\u062c \u0627\u0644\u0642\u0627\u062f\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0648\u0646 \u0625\u0644\u0649 \u0645\u0639\u0631\u0641\u062a\u0647\u0627 | CNTXT<\/title>\n<meta name=\"description\" content=\"\u0645\u0627 \u0647\u064a DataOps\u061f 5 \u0623\u0634\u064a\u0627\u0621 \u064a\u062d\u062a\u0627\u062c \u0627\u0644\u0642\u0627\u062f\u0629 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