{"id":3936,"date":"2026-07-01T12:13:04","date_gmt":"2026-07-01T12:13:04","guid":{"rendered":"https:\/\/staging.mahala.ai\/?page_id=3936"},"modified":"2026-08-07T16:43:14","modified_gmt":"2026-08-07T16:43:14","slug":"mlops","status":"publish","type":"page","link":"https:\/\/www.mahala.ai\/ar\/mlops\/","title":{"rendered":"\u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629 (MLOps) \/ \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"3936\" class=\"elementor elementor-3936 elementor-2436\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e555d7f e-con-full hero-section animated-background-banner e-flex e-con e-parent\" data-id=\"e555d7f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2494b8a e-con-full e-flex e-con e-child\" data-id=\"2494b8a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38b3bee gradient-text-heading elementor-widget elementor-widget-heading\" data-id=\"38b3bee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">\u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629 (MLOps) \u0648\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u064a\u064f\u0642\u062f\u0651\u0645\u0647\u0627 \u062e\u0628\u0631\u0627\u0621 \u0643\u0628\u0627\u0631 \u0645\u064f\u062f\u0642\u064e\u0651\u0642\u0648\u0646<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-be0e444 e-grid e-con-full banner-right-points e-con e-child\" data-id=\"be0e444\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-9f01bb2 e-con-full e-flex e-con e-child\" data-id=\"9f01bb2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-75af1bc elementor-widget elementor-widget-heading\" data-id=\"75af1bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">24 \u0633\u0627\u0639\u0629<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4da3860 elementor-widget elementor-widget-heading\" data-id=\"4da3860\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0623\u0648\u0644 \u0631\u062f<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2f64075 e-con-full e-flex e-con e-child\" data-id=\"2f64075\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e3f27ac elementor-widget elementor-widget-heading\" data-id=\"e3f27ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">72 \u0633\u0627\u0639\u0629<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c9e076 elementor-widget elementor-widget-heading\" data-id=\"4c9e076\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0645\u0646 \u0627\u0644\u0625\u062d\u0627\u0637\u0629 \u0625\u0644\u0649<br> \u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0645\u0631\u0634\u062d\u064a\u0646<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-083f3a4 e-con-full e-flex e-con e-child\" data-id=\"083f3a4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0c048b1 elementor-widget elementor-widget-heading\" data-id=\"0c048b1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">1 \u0645\u0646 \u0643\u0644 7<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-baf2b7d elementor-widget elementor-widget-heading\" data-id=\"baf2b7d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u064a\u062c\u062a\u0627\u0632 \u0645\u0639\u064a\u0627\u0631 \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0644\u062f\u064a\u0646\u0627<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a91b4b8 e-con-full e-flex e-con e-child\" data-id=\"a91b4b8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ef221c1 elementor-widget elementor-widget-heading\" data-id=\"ef221c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">75\/100<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0702e3e elementor-widget elementor-widget-heading\" data-id=\"0702e3e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u064a\u062c\u062a\u0627\u0632 \u0645\u0639\u064a\u0627\u0631\u0646\u0627 <\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e69ffba elementor-widget__width-initial banner-bottom-text elementor-widget-tablet_extra__width-initial elementor-widget elementor-widget-heading\" data-id=\"e69ffba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u062a\u064f\u0648\u0638\u0651\u0641 Mahala \u0645\u0647\u0646\u062f\u0633\u064a MLOps \u0648\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0643\u0628\u0627\u0631 \u0641\u064a \u0641\u0631\u0642 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0648\u0627\u0644\u062c\u0647\u0627\u062a \u0627\u0644\u062d\u0643\u0648\u0645\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u064f\u0634\u063a\u0651\u0644 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629. \u0643\u0644 \u0645\u0644\u0641 \u0645\u064f\u0633\u062c\u064e\u0651\u0644 \u0648\u0641\u0642 \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644 \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0644\u062f\u064a\u0646\u0627 \u0642\u0628\u0644 \u0648\u0635\u0648\u0644\u0647 \u0625\u0644\u0649 \u0642\u0627\u0626\u0645\u0629 \u0645\u0631\u0634\u062d\u064a\u0643.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f21262b e-con-full e-flex e-con e-parent\" data-id=\"f21262b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-1e7d0c8 e-con-full e-flex e-con e-child\" data-id=\"1e7d0c8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-927b183 e-con-full e-flex e-con e-child\" data-id=\"927b183\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d752a8e gradient-text elementor-widget elementor-widget-heading\" data-id=\"d752a8e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u062e\u0637\u0623 \u0641\u064a \u062a\u0648\u0638\u064a\u0641 \u0645\u0647\u0646\u062f\u0633 MLOps<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-49612f4 e-con-full e-flex e-con e-child\" data-id=\"49612f4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c0d99ce elementor-widget elementor-widget-heading\" data-id=\"c0d99ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0646\u0645\u0648\u0630\u062c \u064a\u062a\u062d\u0648\u0651\u0644 \u062f\u0648\u0646 \u0645\u0631\u0627\u0642\u0628\u0629 \u064a\u0633\u062a\u0645\u0631 \u0641\u064a \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0645\u0633 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u064a\u0648\u0645. \u0645\u0646\u0635\u0629 \u062e\u062f\u0645\u0629 \u0628\u0644\u0627 \u062a\u0631\u0627\u062c\u0639 \u062a\u062d\u0648\u0651\u0644 \u0643\u0644 \u0646\u0634\u0631 \u0625\u0644\u0649 \u0631\u0647\u0627\u0646.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-58f3ea4 elementor-widget elementor-widget-heading\" data-id=\"58f3ea4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0644\u0647\u0630\u0627 \u0646\u064f\u0633\u062c\u0651\u0644 \u0645\u0647\u0646\u062f\u0633\u064a \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0639\u0644\u0649 \u0623\u062f\u0644\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0644\u0627 \u0639\u0644\u0649 \u0642\u0648\u0627\u0626\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a. \u0623\u064a \u0634\u062e\u0635 \u064a\u0633\u062a\u0637\u064a\u0639 \u0633\u0631\u062f Kubernetes. \u0627\u0644\u0633\u0624\u0627\u0644 \u0647\u0648: \u0647\u0644 \u0623\u0628\u0642\u0648\u0627 \u0645\u0646\u0635\u0629 \u062e\u062f\u0645\u0629 \u0646\u0645\u0627\u0630\u062c \u062d\u064a\u0651\u0629 \u062a\u062d\u062a \u062d\u0645\u0644 \u062d\u0642\u064a\u0642\u064a\u060c \u0648\u062a\u0639\u0627\u0645\u0644\u0648\u0627 \u0645\u0639 \u0627\u0644\u062d\u0627\u062f\u062b\u0629 \u0641\u064a \u0627\u0644\u0633\u0627\u0639\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629 \u0635\u0628\u0627\u062d\u0627\u064b\u060c \u0648\u0628\u0646\u0648\u0627 \u062e\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0630\u064a \u0633\u064a\u0642\u0628\u0644\u0647 \u0627\u0644\u0645\u0646\u0638\u0651\u0645\u061f<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fac46c1 e-con-full e-flex e-con e-parent\" data-id=\"fac46c1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f28acaf gradient-text elementor-widget elementor-widget-heading\" data-id=\"f28acaf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0645\u0627 \u064a\u064f\u0642\u062f\u0651\u0645\u0647 \u0645\u0647\u0646\u062f\u0633\u0648\u0646\u0627<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1326725 e-grid e-con-full e-con e-child\" data-id=\"1326725\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a6c2d6f e-con-full e-flex e-con e-child\" data-id=\"a6c2d6f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-317669d elementor-widget elementor-widget-heading\" data-id=\"317669d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">01<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677df42 elementor-widget elementor-widget-heading\" data-id=\"677df42\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u0645\u0646\u0635\u0627\u062a \u062e\u062f\u0645\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1558f2b elementor-widget elementor-widget-heading\" data-id=\"1558f2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Kubernetes \u0648\u0627\u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0645\u064f\u0639\u0628\u064e\u0651\u0623\u0629 \u0641\u064a \u062d\u0627\u0648\u064a\u0627\u062a \u0648\u062a\u0646\u0633\u064a\u0642 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cfc6fb5 e-con-full e-flex e-con e-child\" data-id=\"cfc6fb5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1c1dcc8 elementor-widget elementor-widget-heading\" data-id=\"1c1dcc8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">02<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e9753e elementor-widget elementor-widget-heading\" data-id=\"7e9753e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">CI\/CD \u0644\u0644\u0646\u0645\u0627\u0630\u062c<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd34df1 elementor-widget elementor-widget-heading\" data-id=\"dd34df1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0648\u0627\u0644\u062a\u0631\u0627\u062c\u0639 \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0637\u0631\u062d \u0648\u0627\u0644\u0646\u0634\u0631 \u062f\u0648\u0646 \u062a\u0648\u0642\u0641.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-75bde7c e-con-full e-flex e-con e-child\" data-id=\"75bde7c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-08dfeeb elementor-widget elementor-widget-heading\" data-id=\"08dfeeb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">03<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95c6ab9 elementor-widget elementor-widget-heading\" data-id=\"95c6ab9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae64686 elementor-widget elementor-widget-heading\" data-id=\"ae64686\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641 \u0648\u062a\u0646\u0628\u064a\u0647\u0627\u062a \u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u062a\u062f\u0647\u0648\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0627\u0644\u062a\u062a\u0628\u0639 \u0627\u0644\u0634\u0627\u0645\u0644.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-02bd664 e-con-full e-flex e-con e-child\" data-id=\"02bd664\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3400c55 elementor-widget elementor-widget-heading\" data-id=\"3400c55\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">04<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e4d5d4c elementor-widget elementor-widget-heading\" data-id=\"e4d5d4c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u062d\u0648\u0643\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54ac879 elementor-widget elementor-widget-heading\" data-id=\"54ac879\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u0636\u0648\u0627\u0628\u0637 \u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u064a\u0642\u0628\u0644\u0647\u0627 \u0627\u0644\u0645\u0646\u0638\u0651\u0645 \u0648\u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 \u062a\u0642\u064a\u064a\u0645 \u0628\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062a\u062f\u0642\u064a\u0642.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3abf02c e-con-full e-flex e-con e-parent\" data-id=\"3abf02c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-0224bc8 e-con-full e-flex e-con e-child\" data-id=\"0224bc8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-61ba372 e-con-full e-flex e-con e-child\" data-id=\"61ba372\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9d73a9f gradient-text elementor-widget elementor-widget-heading\" data-id=\"9d73a9f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0645\u062a\u0649 \u062a\u062e\u062a\u0627\u0631<br> \u0627\u0644\u0641\u0631\u0642 Mahala<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ede173a e-con-full e-grid e-con e-child\" data-id=\"ede173a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-50f9be1 elementor-widget elementor-widget-heading\" data-id=\"50f9be1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0646\u0645\u0648\u0630\u062c\u0643\u0645 \u0645\u0648\u062b\u0648\u0642 \u0628\u0642\u062f\u0631 \u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u062a\u064a \u064a\u0639\u0645\u0644 \u0639\u0644\u064a\u0647\u0627. \u0645\u0647\u0646\u062f\u0633\u0648 \u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629 \u0641\u064a \u0634\u0628\u0643\u0629 Mahala \u0647\u0645 \u0645\u0646 \u064a\u064f\u0628\u0642\u0648\u0646 \u062a\u0644\u0643 \u0627\u0644\u0645\u0646\u0635\u0629 \u062d\u064a\u0651\u0629 \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u064a\u062a\u0631\u062a\u0651\u0628 \u0639\u0644\u0649 \u062a\u0639\u0637\u0651\u0644\u0647\u0627 \u0639\u0648\u0627\u0642\u0628 \u0627\u0645\u062a\u062b\u0627\u0644.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-21b5234 elementor-widget elementor-widget-heading\" data-id=\"21b5234\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0643\u0644 \u0645\u0647\u0646\u062f\u0633 \u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0639\u0644\u0651\u0645 \u0622\u0644\u0629 \u0641\u064a \u0634\u0628\u0643\u062a\u0646\u0627 \u0627\u062c\u062a\u0627\u0632 \u0637\u0628\u0642\u062a\u064e\u064a \u0627\u0644\u062a\u062f\u0642\u064a\u0642: \u0623\u062f\u0644\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0623\u0648\u0651\u0644\u0627\u064b\u060c \u062b\u0645 \u0627\u0644\u0642\u062f\u0631\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0627\u0631\u064a\u0629. \u0646\u064f\u0642\u064a\u0650\u0651\u0645 \u0643\u064a\u0641 \u064a\u062a\u0639\u0627\u0645\u0644 \u0627\u0644\u0645\u0631\u0634\u062d\u0648\u0646 \u0645\u0639 \u0627\u0644\u062d\u0648\u0627\u062f\u062b\u060c \u0648\u0627\u0644\u062d\u0648\u0643\u0645\u0629\u060c \u0648\u0627\u0644\u0639\u0645\u0644 \u0645\u062a\u0639\u062f\u0651\u062f \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0628\u064a\u0646 \u0639\u0644\u0645\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0645\u0647\u0646\u062f\u0633\u064a \u0627\u0644\u0645\u0646\u0635\u0629\u060c \u0648\u0627\u0644\u0623\u0645\u0646. 75\/100 \u0647\u0648 \u0627\u0644\u062d\u062f\u060c \u0648\u0633\u062a\u0629 \u0645\u0646 \u0643\u0644 \u0633\u0628\u0639\u0629 \u0644\u0627 \u064a\u062c\u062a\u0627\u0632\u0648\u0646\u0647.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e8c3ff3 e-con-full e-flex e-con e-parent\" data-id=\"e8c3ff3\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-d47caf4 e-con-full e-flex e-con e-child\" data-id=\"d47caf4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a825ece e-con-full e-flex e-con e-child\" data-id=\"a825ece\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-62795d7 gradient-text elementor-widget elementor-widget-heading\" data-id=\"62795d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0643\u064a\u0641 \u064a\u0633\u064a\u0631 \u0627\u0644\u062a\u0639\u0627\u0642\u062f<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6f1b59c e-con-full e-flex e-con e-child\" data-id=\"6f1b59c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2d8e792 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"2d8e792\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0623\u062d\u0650\u0637\u0646\u0627 \u0639\u0644\u0645\u0627\u064b. \u0627\u0644\u062f\u0648\u0631\u060c \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a\u060c \u0648\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0645\u0634\u0631\u0648\u0639\u060c \u0648\u0627\u0644\u062c\u062f\u0648\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u060c \u0648\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0648\u0635\u0648\u0644.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0646\u064f\u0637\u0627\u0628\u0642 \u0645\u0646 \u0642\u0627\u0639\u062f\u0629 \u062e\u0628\u0631\u0627\u0626\u0646\u0627 \u0627\u0644\u0645\u064f\u062f\u0642\u064e\u0651\u0642\u0629 \u0628\u0637\u0628\u0642\u062a\u064a\u0646.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0645\u0644\u0641\u0651\u0627\u0646 \u0623\u0648 \u062b\u0644\u0627\u062b\u0629 \u0633\u064a\u0631 \u0630\u0627\u062a\u064a\u0629 \u0645\u064f\u063a\u0641\u064e\u0644\u0629 \u0627\u0644\u0647\u0648\u064a\u0629 \u062e\u0644\u0627\u0644 72 \u0633\u0627\u0639\u0629.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0642\u0627\u0628\u0644 \u0627\u0644\u0645\u0631\u0634\u062d\u064a\u0646 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u064a\u0646 \u0648\u0627\u062e\u062a\u0631 \u0627\u0644\u0623\u0646\u0633\u0628.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u062a\u062a\u0648\u0644\u0649 Mahala \u0627\u0644\u062a\u0639\u0627\u0642\u062f \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0648\u0627\u0644\u062a\u0623\u0647\u064a\u0644.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f26e7c2 e-con-full e-flex e-con e-parent\" data-id=\"f26e7c2\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-f6d1ddf e-con-full e-flex e-con e-child\" data-id=\"f6d1ddf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-c7b0cca e-con-full e-flex e-con e-child\" data-id=\"c7b0cca\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d4ba27a gradient-text elementor-widget elementor-widget-heading\" data-id=\"d4ba27a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0645\u0644\u0641 \u062a\u0639\u0631\u064a\u0641\u064a<br> \u0646\u0645\u0648\u0630\u062c\u064a <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3c64e54 e-con-full e-flex e-con e-child\" data-id=\"3c64e54\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-10c50bc elementor-widget elementor-widget-heading\" data-id=\"10c50bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0645\u0647\u0646\u062f\u0633 \u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0639\u0644\u0651\u0645 \u0622\u0644\u064a \u0643\u0628\u064a\u0631\u060c \u0633\u062a \u0633\u0646\u0648\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0635\u0627\u0631\u0641 \u0648\u0627\u0644\u062a\u0623\u0645\u064a\u0646. \u0628\u0646\u0649 \u0645\u0646\u0635\u0629 \u062e\u062f\u0645\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0644\u0628\u0646\u0643 \u0623\u0648\u0631\u0648\u0628\u064a \u0645\u0646 \u0627\u0644\u0641\u0626\u0629 \u0627\u0644\u0623\u0648\u0644\u0649: Kubernetes\u060c KServe\u060c Argo Workflows\u060c \u062e\u0637\u0648\u0637 \u062a\u0642\u064a\u064a\u0645\u060c \u0645\u0633\u0627\u0631 \u062a\u062f\u0642\u064a\u0642\u064a \u0643\u0627\u0645\u0644 \u0644\u062a\u0642\u062f\u064a\u0645\u0627\u062a \u0627\u0644\u062c\u0647\u0629 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u0629. \u0642\u0648\u064a \u0641\u064a AWS\u060c GCP\u060c Prometheus\u060c Grafana\u060c OpenTelemetry. \u0645\u062a\u0627\u062d \u0644\u0644\u0639\u0645\u0644 \u0639\u0646 \u0628\u064f\u0639\u062f \u0641\u064a \u0623\u0648\u0631\u0648\u0628\u0627 \u0648\u062f\u0648\u0644 \u0627\u0644\u062e\u0644\u064a\u062c\u060c \u0645\u062a\u0639\u0627\u0642\u062f \u0639\u0628\u0631 Mahala.ai. \u0645\u064f\u0642\u064a\u064e\u0651\u0645 \u0639\u0646\u062f 87\/100.<\/p>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9b3433a e-con-full e-flex e-con e-child\" data-id=\"9b3433a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e981d56 elementor-align-left btn-link elementor-widget elementor-widget-button\" data-id=\"e981d56\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6NDM5NywidG9nZ2xlIjpmYWxzZX0%3D\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M881 90H153l871 871-63 63L90 153v728H0V0h881z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u0627\u0637\u0644\u0628 \u0642\u0627\u0626\u0645\u0629 \u0645\u0631\u0634\u062d\u064a\u0646 \u0645\u064f\u062f\u0642\u064e\u0651\u0642\u064a\u0646<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8432815 elementor-align-left btn-link elementor-widget elementor-widget-button\" data-id=\"8432815\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6NDQwMiwidG9nZ2xlIjpmYWxzZX0%3D\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M881 90H153l871 871-63 63L90 153v728H0V0h881z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u0627\u062d\u062c\u0632 \u0645\u0643\u0627\u0644\u0645\u0629 \u0627\u0644\u0622\u0646<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-49a669e e-con-full e-flex e-con e-parent\" data-id=\"49a669e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-423f118 e-con-full e-flex e-con e-child\" data-id=\"423f118\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-06b6fd6 e-con-full e-flex e-con e-child\" data-id=\"06b6fd6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-03abe25 gradient-text elementor-widget elementor-widget-heading\" data-id=\"03abe25\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0623\u0633\u0626\u0644\u0629 \u0630\u0627\u062a \u0635\u0644\u0629<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-317a74c e-con-full e-flex e-con e-child\" data-id=\"317a74c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8181dc6 elementor-widget elementor-widget-n-accordion\" data-id=\"8181dc6\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;all_collapsed&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1350\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1350\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0645\u0627\u0630\u0627 \u064a\u064f\u0642\u062f\u0650\u0651\u0645 \u0645\u0647\u0646\u062f\u0633\u0648 \u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629 (MLOps) \u0641\u064a Mahala\u061f <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M0 733l53 52 450-461 468 482 53-51-521-537z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M1024 291l-53-52-450 461L53 218 0 269 521 806z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1350\" class=\"elementor-element elementor-element-ea91296 e-con-full e-flex e-con e-child\" data-id=\"ea91296\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a0c0a56 link-faq elementor-widget elementor-widget-heading\" data-id=\"a0c0a56\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0645\u0646\u0635\u0627\u062a \u062e\u062f\u0645\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0644\u0649 Kubernetes \u0648KServe\u060c \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0648\u0627\u0644\u062a\u0633\u0644\u064a\u0645 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u0627\u0644\u062a\u0635\u062f\u064a\u0631 \u0648\u0627\u0644\u062a\u0631\u0627\u062c\u0639\u060c \u0648\u0627\u0644\u0631\u0635\u062f \u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (\u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641\u060c \u0648\u062a\u0646\u0628\u064a\u0647 \u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0631\u0635\u062f \u0627\u0636\u0645\u062d\u0644\u0627\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c)\u060c \u0648\u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 \u062a\u0642\u064a\u064a\u0645 \u0628\u062c\u0648\u062f\u0629 \u062a\u062f\u0642\u064a\u0642\u064a\u0629. \u0628\u0627\u062e\u062a\u0635\u0627\u0631: \u0627\u0644\u0627\u0646\u0636\u0628\u0627\u0637 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a \u0627\u0644\u0630\u064a \u064a\u064f\u0628\u0642\u064a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a \u062d\u064a\u0651\u0627\u064b \u0641\u064a \u0628\u064a\u0626\u0629 \u064a\u062a\u0631\u062a\u0651\u0628 \u0639\u0644\u0649 \u062a\u0639\u0637\u0651\u0644\u0647\u0627 \u0639\u0648\u0627\u0642\u0628 \u0627\u0645\u062a\u062b\u0627\u0644.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1351\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1351\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0645\u0627 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 MLOps \u0648 DevOps \u0623\u0648 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u0646\u0635\u0627\u062a\u061f <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M0 733l53 52 450-461 468 482 53-51-521-537z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M1024 291l-53-52-450 461L53 218 0 269 521 806z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1351\" class=\"elementor-element elementor-element-ffd9f74 e-con-full e-flex e-con e-child\" data-id=\"ffd9f74\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b003a0d link-faq elementor-widget elementor-widget-heading\" data-id=\"b003a0d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">DevOps \u0648\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u062a\u064f\u0628\u0642\u064a\u0627\u0646 \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u0648\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u062d\u064a\u0651\u062a\u064e\u064a\u0646. \u0623\u0645\u0651\u0627 MLOps \u0641\u062a\u064f\u0636\u064a\u0641 \u0627\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0646\u0645\u0648\u0630\u062c: \u0627\u0646\u062d\u0631\u0627\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0636\u0645\u062d\u0644\u0627\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0648\u0627\u0644\u062a\u0642\u064a\u064a\u0645\u060c \u0648\u062c\u062f\u0627\u0648\u0644 \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u060c \u0648\u0627\u0644\u062d\u0648\u0643\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u062c\u0639\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0642\u0627\u0628\u0644\u0627\u064b \u0644\u0644\u062a\u062f\u0642\u064a\u0642. \u0627\u0644\u062a\u0642\u0627\u0637\u0639 \u062d\u0642\u064a\u0642\u064a\u060c \u0644\u0643\u0646 \u0645\u0647\u0646\u062f\u0633 \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0639\u0627\u0645 \u0644\u0646 \u064a\u064f\u0644\u0627\u062d\u0638 \u0627\u0644\u0641\u0634\u0644 \u0627\u0644\u0635\u0627\u0645\u062a \u0644\u0644\u0646\u0645\u0648\u0630\u062c \u0642\u0628\u0644 \u0623\u0646 \u064a\u064f\u0643\u0644\u0650\u0651\u0641\u0643\u0645.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1352\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1352\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0643\u064a\u0641 \u062a\u064f\u062f\u0642\u0650\u0651\u0642 Mahala \u0645\u0647\u0646\u062f\u0633\u064a MLOps\u061f <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M0 733l53 52 450-461 468 482 53-51-521-537z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M1024 291l-53-52-450 461L53 218 0 269 521 806z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1352\" class=\"elementor-element elementor-element-4d99e91 e-con-full e-flex e-con e-child\" data-id=\"4d99e91\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c73a624 link-faq elementor-widget elementor-widget-heading\" data-id=\"c73a624\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0637\u0628\u0642\u062a\u0627\u0646 \u0645\u0646 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0635\u0627\u0631\u0645 \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0623\u062f\u0644\u0629. \u0627\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u062a\u062a\u062d\u0642\u0651\u0642 \u0645\u0646 \u0623\u062f\u0644\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629: \u0645\u0639\u0627\u0644\u062c\u0629 \u062d\u0648\u0627\u062f\u062b \u062d\u0642\u064a\u0642\u064a\u0629\u060c \u0648\u0633\u062c\u0644\u0627\u062a \u062a\u0631\u0627\u062c\u0639 \u062d\u0642\u064a\u0642\u064a\u0629\u060c \u0648\u062e\u0637\u0648\u0637 \u062a\u0642\u064a\u064a\u0645 \u0631\u0623\u062a\u0647\u0627 \u062c\u0647\u0629 \u062a\u0646\u0638\u064a\u0645\u064a\u0629. \u0627\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629 \u062a\u064f\u0642\u064a\u0650\u0651\u0645 \u0627\u0644\u0642\u062f\u0631\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0627\u0631\u064a\u0629: \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0646\u0637\u0627\u0642\u060c \u0648\u0627\u0644\u0639\u0645\u0644 \u0645\u062a\u0639\u062f\u0651\u062f \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0645\u0639 \u0639\u0644\u0645\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0641\u0631\u0642 \u0627\u0644\u0623\u0645\u0646\u060c \u0648\u0635\u062f\u0642 \u0642\u0648\u0644 \u0645\u0627 \u062a\u062f\u0639\u0645\u0647 \u0627\u0644\u0645\u0646\u0635\u0629 \u0648\u0645\u0627 \u0644\u0627 \u062a\u062f\u0639\u0645\u0647. 75\/100 \u0647\u0648 \u062d\u062f \u0627\u0644\u0627\u062c\u062a\u064a\u0627\u0632\u060c \u0648\u0648\u0627\u062d\u062f \u0645\u0646 \u0643\u0644 \u0633\u0628\u0639\u0629 \u064a\u062c\u062a\u0627\u0632\u0647.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1353\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1353\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0647\u0644 \u064a\u0633\u062a\u0637\u064a\u0639\u0648\u0646 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0628\u064a\u0626\u0627\u062a VDI \u0623\u0648 Citrix\u061f <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M0 733l53 52 450-461 468 482 53-51-521-537z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M1024 291l-53-52-450 461L53 218 0 269 521 806z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1353\" class=\"elementor-element elementor-element-09edef1 e-con-full e-flex e-con e-child\" data-id=\"09edef1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-273faa9 link-faq elementor-widget elementor-widget-heading\" data-id=\"273faa9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0646\u0639\u0645. \u0645\u0639\u0638\u0645 \u062a\u0639\u064a\u064a\u0646\u0627\u062a\u0646\u0627 \u0641\u064a \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u062a\u0639\u0645\u0644 \u062f\u0627\u062e\u0644 \u0628\u064a\u0626\u0627\u062a \u0628\u0639\u064a\u062f\u0629 \u0645\u0646\u0638\u064e\u0651\u0645\u0629. \u0646\u064f\u0624\u0643\u0650\u0651\u062f \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0648\u0635\u0648\u0644 \u0641\u064a \u0627\u0644\u0637\u0644\u0628\u060c \u0648\u0644\u0627 \u0646\u064f\u0631\u0633\u0644 \u0625\u0644\u0627 \u062e\u0628\u0631\u0627\u0621 \u064a\u0645\u062a\u0644\u0643\u0648\u0646 \u0627\u0644\u0627\u0646\u0636\u0628\u0627\u0637 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a \u0644\u0644\u0639\u0645\u0644 \u0639\u0646 \u0628\u064f\u0639\u062f \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0645\u0646\u0638\u064e\u0651\u0645\u0629.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1354\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1354\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0645\u0627 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0645\u0647\u0646\u062f\u0633\u0648 MLOps \u0644\u062f\u064a\u0643\u0645\u061f <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M0 733l53 52 450-461 468 482 53-51-521-537z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M1024 291l-53-52-450 461L53 218 0 269 521 806z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1354\" class=\"elementor-element elementor-element-3f9a638 e-con-full e-flex e-con e-child\" data-id=\"3f9a638\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c9ccc3c link-faq elementor-widget elementor-widget-heading\" data-id=\"c9ccc3c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Kubernetes\u060c KServe\u060c \u062e\u062f\u0645\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062d\u0627\u0648\u064a\u0651\u0629\u060c Argo Workflows\u060c MLflow\u060c Prometheus\u060c Grafana\u060c OpenTelemetry\u060c \u0648\u0627\u0644\u062d\u0632\u0645 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u0623\u0635\u0644\u064a\u0629 \u0639\u0644\u0649 AWS \u0648GCP \u0648Azure. \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u062d\u062f\u0647\u0627 \u0644\u064a\u0633\u062a \u0627\u0644\u0645\u0642\u0635\u062f\u061b \u0627\u0644\u0645\u0642\u0635\u062f \u0647\u0648 \u062a\u0648\u0635\u064a\u0644 \u0645\u0648\u062b\u064e\u0651\u0642 \u0639\u0644\u0649 \u062a\u0644\u0643 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u062a\u062d\u062a \u062d\u0645\u0644 \u062d\u0642\u064a\u0642\u064a\u060c \u0645\u0639 \u0633\u062c\u0644 \u062d\u0648\u0627\u062f\u062b \u064a\u062f\u0639\u0645 \u0630\u0644\u0643.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1355\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"6\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1355\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0643\u0645 \u062a\u062f\u0648\u0645 \u062a\u0643\u0644\u064a\u0641\u0627\u062a MLOps \u0639\u0627\u062f\u0629\u064b\u061f <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M0 733l53 52 450-461 468 482 53-51-521-537z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M1024 291l-53-52-450 461L53 218 0 269 521 806z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1355\" class=\"elementor-element elementor-element-ac19162 e-con-full e-flex e-con e-child\" data-id=\"ac19162\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-045368c link-faq elementor-widget elementor-widget-heading\" data-id=\"045368c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0645\u0639\u0638\u0645\u0647\u0627 \u064a\u062f\u0648\u0645 \u0645\u0646 3 \u0625\u0644\u0649 12 \u0634\u0647\u0631\u0627\u064b\u060c \u0645\u0639 \u0639\u0642\u0648\u062f \u0645\u0645\u062a\u062f\u0651\u0629 \u0644\u0644\u0628\u0631\u0627\u0645\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0633\u0646\u0648\u0627\u062a. \u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0645\u0631\u0634\u062d\u064a\u0646 \u062a\u0635\u0644 \u062e\u0644\u0627\u0644 72 \u0633\u0627\u0639\u0629 \u0645\u0646 \u0627\u0644\u0637\u0644\u0628 \u0627\u0644\u0648\u0627\u0636\u062d\u060c \u0648\u0645\u0639\u0638\u0645 \u0627\u0644\u062a\u0639\u064a\u064a\u0646\u0627\u062a \u062a\u0639\u0645\u0644 \u062f\u0627\u062e\u0644 \u0628\u064a\u0626\u062a\u0643\u0645 \u062e\u0644\u0627\u0644 \u0623\u0633\u0628\u0648\u0639\u064a\u0646.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"\\u0645\\u0627\\u0630\\u0627 \\u064a\\u064f\\u0642\\u062f\\u0650\\u0651\\u0645 \\u0645\\u0647\\u0646\\u062f\\u0633\\u0648 \\u0639\\u0645\\u0644\\u064a\\u0627\\u062a \\u062a\\u0639\\u0644\\u0651\\u0645 \\u0627\\u0644\\u0622\\u0644\\u0629 (MLOps) \\u0641\\u064a Mahala\\u061f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\\u0645\\u0646\\u0635\\u0627\\u062a \\u062e\\u062f\\u0645\\u0629 \\u0627\\u0644\\u0646\\u0645\\u0627\\u0630\\u062c \\u0639\\u0644\\u0649 Kubernetes \\u0648KServe\\u060c \\u0648\\u0627\\u0644\\u062a\\u0643\\u0627\\u0645\\u0644 \\u0648\\u0627\\u0644\\u062a\\u0633\\u0644\\u064a\\u0645 \\u0627\\u0644\\u0645\\u0633\\u062a\\u0645\\u0631 \\u0644\\u0644\\u0646\\u0645\\u0627\\u0630\\u062c \\u0628\\u0627\\u0644\\u062a\\u0635\\u062f\\u064a\\u0631 \\u0648\\u0627\\u0644\\u062a\\u0631\\u0627\\u062c\\u0639\\u060c 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