{"id":2209,"date":"2021-10-23T01:15:52","date_gmt":"2021-10-22T19:45:52","guid":{"rendered":"http:\/\/uat-wp.suprabhatiti.com\/?p=2209"},"modified":"2023-04-26T23:39:11","modified_gmt":"2023-04-26T18:09:11","slug":"vakansija-programme-officer-data-analyst-sc8","status":"publish","type":"post","link":"http:\/\/uat-wp.suprabhatiti.com\/as\/vakansija-programme-officer-data-analyst-sc8\/","title":{"rendered":"\u0412\u0430\u043a\u0430\u043d\u0441\u0438\u044f: Programme Officer Data Analyst, SC8, \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f World Food Programme, \u0440\u0430\u0431\u043e\u0442\u0430 \u0432 \u041a\u0438\u0435\u0432\u0435"},"content":{"rendered":"<div id=\"toc\" style=\"background: #f9f9f9;border: 1px solid #aaa;display: table;margin-bottom: 1em;padding: 1em;width: 350px;\">\n<p class=\"toctitle\" style=\"font-weight: 700;text-align: center;\">\u0421\u043e\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u0435<\/p>\n<ul class=\"toc_list\">\n<li><a href=\"#toc-0\">\u0427\u0442\u043e \u043c\u043e\u0436\u043d\u043e \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Data Mining?<\/a><\/li>\n<li><a href=\"#toc-1\">\u0427\u0435\u043c \u043e\u0442\u043b\u0438\u0447\u0430\u0435\u0442\u0441\u044f mysql \u043e\u0442 ms sql. \u0420\u0430\u0437\u043d\u0438\u0446\u0430 \u043c\u0435\u0436\u0434\u0443 SQL \u0438 NoSQL: MySQL \u0438 MongoDB<\/a><\/li>\n<li><a href=\"#toc-2\">\u041f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u044f Data Engineer: \u0445\u0430\u0439\u043f \u0438\u043b\u0438 \u0440\u0435\u0430\u043b\u044c\u043d\u043e \u043d\u0430\u0434\u043e<\/a><\/li>\n<li><a href=\"#toc-3\">SQL \u0438 NoSQL: \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u0435\u043c\u0441\u044f \u0432 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u044f\u0445 \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445<\/a><\/li>\n<li><a href=\"#toc-4\">\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u043c\u0435\u0436\u0434\u0443 Data Mining \u0438 Data Extraction<\/a><\/li>\n<\/ul>\n<\/div>\n<p>\u0418\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0437 \u0432\u0435\u0431\u0430 \u043f\u043e\u043f\u0430\u0434\u0430\u0435\u0442 \u0432 \u0441\u0435\u0440\u0443\u044e \u0437\u043e\u043d\u0443, \u043a\u043e\u0433\u0434\u0430 \u0434\u0435\u043b\u043e \u043a\u0430\u0441\u0430\u0435\u0442\u0441\u044f \u0437\u0430\u043a\u043e\u043d\u043d\u043e\u0441\u0442\u0438. \u041a\u0440\u0443\u043f\u043d\u044b\u0435 \u0441\u0430\u0439\u0442\u044b, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a Linkedin \u0438 Facebook, \u0447\u0435\u0442\u043a\u043e \u0437\u0430\u044f\u0432\u043b\u044f\u044e\u0442 \u0432 \u0441\u0432\u043e\u0438\u0445 \u0443\u0441\u043b\u043e\u0432\u0438\u044f\u0445 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f, \u0447\u0442\u043e \u043b\u044e\u0431\u043e\u0435 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u0437\u0430\u043f\u0440\u0435\u0449\u0435\u043d\u043e. \u041c\u0435\u0436\u0434\u0443 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u043c\u0438 \u0431\u044b\u043b\u043e \u043c\u043d\u043e\u0433\u043e \u0441\u0443\u0434\u0435\u0431\u043d\u044b\u0445 \u0438\u0441\u043a\u043e\u0432 \u0438\u0437-\u0437\u0430 \u0434\u0435\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0431\u043e\u0442\u043e\u0432. \u041f\u043e\u0434\u043e\u0431\u043d\u043e data mining, \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u0448\u0438\u0440\u043e\u043a\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0432 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u043e\u0442\u0440\u0430\u0441\u043b\u044f\u0445 \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u043e\u0441\u0442\u0438.<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\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\u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f, IMHO. \u0410 \u0432\u0435\u0434\u044c \u0438\u043c\u0435\u043d\u043d\u043e \u0444\u043e\u0440\u043c\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u0438 Data Science \u043a\u0430\u043a \u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u043a\u0430, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0437\u0430\u043d\u0438\u043c\u0430\u0435\u0442\u0441\u044f ML, \u0438 \u043e\u0431\u0443\u0441\u043b\u043e\u0432\u0438\u043b\u0430 \u043f\u043e\u044f\u0432\u043b\u0435\u043d\u0438\u0435 Data Engineer \u043a\u0430\u043a \u0442\u0435\u0445, \u043a\u0442\u043e \u0434\u043b\u044f \u043f\u0435\u0440\u0432\u044b\u0445 \u043f\u043e\u0434\u043d\u0438\u043c\u0430\u0435\u0442, \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u0443\u0435\u0442 \u0438 \u043d\u0430\u0441\u0442\u0440\u0430\u0438\u0432\u0430\u0435\u0442 \u044d\u043a\u043e\u0441\u0438\u0441\u0442\u0435\u043c\u0443&#8230; \u0418 \u0434\u0430, \u043a\u0430\u043a \u043e\u0434\u0438\u043d \u0438\u0437 \u0442\u044b\u0441\u044f\u0447\u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432 TensorFlow, \u044f \u043a\u0440\u0430\u0439\u043d\u0435 <a href=\"https:\/\/deveducation.com\/\">https:\/\/deveducation.com\/<\/a> \u043e\u0433\u043e\u0440\u0447\u0435\u043d \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0438\u0435\u043c \u0443\u043f\u043e\u043c\u0438\u043d\u0430\u043d\u0438\u044f \u043f\u0440\u043e \u043d\u0435\u0433\u043e \u2014 \u0441 \u043a\u043e\u0442\u0440\u044b\u043c \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 90 \u043f\u0440\u043e\u0446\u0435\u043d\u0442\u043e\u0432 Data Science \u0438 \u0434\u0432\u0435 \u0442\u0440\u0435\u0442\u0438 Data Engineer&#8230; \u0422\u0430\u043a \u0447\u0442\u043e \u043c\u043e\u0436\u0435\u0442 \u0438 \u0443\u0441\u043b\u043e\u0436\u043d\u0438\u043b\u0438, \u043d\u043e \u0440\u0438\u0441\u043a\u0438 \u044d\u0442\u0438\u043c \u0443\u043c\u0435\u043d\u044c\u0448\u0438\u043b\u0438. \u041f\u0440\u043e\u0441\u0442\u043e \u0446\u0438\u0440\u043a \u00ab\u0430 \u0437\u0430\u0447\u0435\u043c \u043d\u043e\u0440\u043c\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0441\u0445\u0435\u043c\u0443 \u0434\u043e 4-5\u043e\u0439 \u043d\u043e\u0440\u043c\u0430\u043b\u044c\u043d\u043e\u0439 \u0444\u043e\u0440\u043c\u044b ? \u0418 FDW \u0432 Scylla \u043d\u0430 \u043f\u043e\u0441\u0442\u0433\u0440\u0435\u0441\u0441\u0435, \u0433\u0434\u0435 \u043e\u043d \u0432\u044b\u0441\u0442\u0443\u043f\u0430\u043b \u043c\u043e\u0434\u0435\u043b\u044c\u044e \u0447\u0442\u0435\u043d\u0438\u044f \u0434\u043b\u044f CQRS, \u0430 ES \u0431\u044b\u043b \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u043c \u043f\u043b\u0430\u0433\u0438\u043d\u043e\u043c \u043d\u0430 C&#8230;<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: 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\u043d\u0430\u0434\u0451\u0436\u043d\u043e.<\/p>\n<p>\u041d\u0435\u0434\u0430\u0432\u043d\u043e, \u0441\u0442\u0430\u043b\u0438 \u043d\u0430\u0431\u0438\u0440\u0430\u0442\u044c \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u043e\u0441\u0442\u044c NoSQL \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0441 \u043e\u0431\u0435\u0449\u0430\u043d\u0438\u0435\u043c \u0438\u0437\u0431\u0430\u0432\u0438\u0442\u044c\u0441\u044f \u043e\u0442 \u0441\u0442\u0430\u0440\u044b\u0445 \u043f\u0440\u043e\u0431\u043b\u0435\u043c \u0411\u0414 \u0438 \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u043d\u043e\u0432\u044b\u0439 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b. \u0418\u0441\u043a\u043b\u044e\u0447\u0430\u044f \u0436\u0435\u0441\u0442\u043a\u0443\u044e \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u0434\u0430\u043d\u043d\u044b\u0445, \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u0441\u043e\u0445\u0440\u0430\u043d\u0438\u0432 \u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u044b\u0439 \u0441\u0442\u0438\u043b\u044c, \u044d\u0442\u0438 \u0421\u0423\u0411\u0414 \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u044e\u0442 \u0431\u043e\u043b\u0435\u0435 \u0441\u0432\u043e\u0431\u043e\u0434\u043d\u044b\u0439 \u0441\u043f\u043e\u0441\u043e\u0431 \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u043d\u0438\u043c\u0438 \u0438 \u0433\u043e\u0440\u0430\u0437\u0434\u043e \u0431\u043e\u043b\u044c\u0448\u0438\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0434\u043b\u044f \u0438\u0445 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438. \u0425\u043e\u0442\u044f \u043d\u0435 \u043e\u0431\u0445\u043e\u0434\u0438\u0442\u0441\u044f \u0438 \u0431\u0435\u0437 \u0432\u043e\u0437\u043d\u0438\u043a\u043d\u043e\u0432\u0435\u043d\u0438\u044f \u043d\u043e\u0432\u044b\u0445 \u043f\u0440\u043e\u0431\u043b\u0435\u043c. \u0421\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0435\u0442 \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u0442\u0438\u043f\u043e\u0432 \u0434\u0430\u043d\u043d\u044b\u0445, \u0445\u0440\u0430\u043d\u044f\u0449\u0438\u0445\u0441\u044f \u0432 \u0440\u0430\u043b\u0438\u0447\u043d\u044b\u0445 \u0444\u043e\u0440\u043c\u0430\u0442\u0430\u0445 \u0438 \u0432 \u0440\u0430\u0437\u043d\u044b\u0445 \u043c\u0435\u0441\u0442\u0430\u0445.<\/p>\n<ul>\n<li>\u0411\u043e\u043b\u044c\u0448\u0438\u043c \u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0446\u0438\u044f\u043c \u0441 \u043c\u043d\u043e\u0433\u043e\u043b\u0435\u0442\u043d\u0435\u0439 \u0438\u0441\u0442\u043e\u0440\u0438\u0435\u0439 \u0438\u043b\u0438 \u043c\u043e\u043b\u043e\u0434\u044b\u043c \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u043c \u2014 \u0440\u0430\u0437\u043e\u0431\u0440\u0430\u0442\u044c\u0441\u044f \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u043f\u043e\u043b\u0435\u0437\u043d\u043e \u0432\u0441\u0435\u043c.<\/li>\n<li>\u0417\u0430 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 MySQL \u0432\u0430\u043c \u0432\u0440\u044f\u0434 \u043b\u0438 \u043f\u0440\u0438\u0434\u0451\u0442\u0441\u044f \u043f\u043b\u0430\u0442\u0438\u0442\u044c, \u0437\u0430 \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435\u043c, \u0431\u044b\u0442\u044c \u043c\u043e\u0436\u0435\u0442, \u0440\u0435\u0434\u043a\u0438\u0445 \u0441\u043b\u0443\u0447\u0430\u0435\u0432, \u0431\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u0432\u043a\u043b\u0430\u0434\u0443 \u0431\u043e\u043b\u044c\u0448\u043e\u0433\u043e \u0441\u043e\u043e\u0431\u0449\u0435\u0441\u0442\u0432\u0430 \u0432 \u0435\u0433\u043e \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0443.<\/li>\n<li>\u041f\u0440\u043e\u0441\u0442\u043e \u0446\u0438\u0440\u043a \u00ab\u0430 \u0437\u0430\u0447\u0435\u043c \u043d\u043e\u0440\u043c\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0441\u0445\u0435\u043c\u0443 \u0434\u043e 4-5\u043e\u0439 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\u043f\u043e\u0447\u0442\u0430, \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b, \u0444\u0430\u0439\u043b\u044b PDF, \u043e\u0442\u0441\u043a\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0442\u0435\u043a\u0441\u0442, \u043e\u0442\u0447\u0435\u0442\u044b \u043c\u0435\u0439\u043d\u0444\u0440\u0435\u0439\u043c\u043e\u0432, \u043a\u0430\u0442\u0443\u0448\u0435\u0447\u043d\u044b\u0435 \u0444\u0430\u0439\u043b\u044b, \u043e\u0431\u044a\u044f\u0432\u043b\u0435\u043d\u0438\u044f \u0438 \u0442.\u0434.<\/li>\n<\/ul>\n<p>\u0423\u0432\u0435\u043b\u0438\u0447\u0438\u0432\u0430\u0442\u044c \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0434\u043e\u0441\u0442\u0430\u0432\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u0446\u0435\u043b\u0435\u0432\u0443\u044e \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0438\u043b\u0438 \u043a \u0446\u0435\u043b\u0435\u0432\u043e\u043c\u0443 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044e. \u0421\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442 \u0432\u044b\u0431\u043e\u0440\u0430 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0430, \u043f\u043e\u0434\u0445\u043e\u0434\u0430 \u0438 \u0441\u0435\u0440\u0432\u0438\u0441\u0430. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, Hadoop MapReduce \u0431\u043e\u043b\u0435\u0435 \u043a\u043e\u0441\u0442-\u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u0435\u043d \u043f\u043e \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044e \u0441\u043e Spark, \u043d\u043e \u0438 \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0438\u0436\u0435. \u0415\u0441\u043b\u0438 \u0443 \u043d\u0430\u0441 \u0441\u0442\u0440\u0438\u043c\u0438\u043d\u0433\u043e\u0432\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435, \u0438\u0445 \u0443\u0434\u043e\u0431\u043d\u0435\u0435 \u0438 \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u043d\u0430 \u043b\u0435\u0442\u0443, \u0432\u043c\u0435\u0441\u0442\u043e \u0442\u043e\u0433\u043e \u0447\u0442\u043e\u0431\u044b \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0442\u044c \u043d\u0430 \u0434\u0438\u0441\u043a, \u0430 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u043e\u0439 \u0437\u0430\u043d\u0438\u043c\u0430\u0442\u044c\u0441\u044f \u043a\u043e\u0433\u0434\u0430-\u043d\u0438\u0431\u0443\u0434\u044c \u043f\u043e\u0442\u043e\u043c.<\/p>\n<h2 id=\"toc-3\">SQL \u0438 NoSQL: \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u0435\u043c\u0441\u044f \u0432 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u044f\u0445 \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445<\/h2>\n<p>\u041e\u0434\u043d\u0438 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0438 \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0442 \u0442\u043e\u043b\u044c\u043a\u043e \u0434\u043b\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0441\u0442\u0440\u0438\u043c\u0438\u043d\u0433\u043e\u0432\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u0434\u0440\u0443\u0433\u0438\u0435 \u2014 \u0438\u0441\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0434\u043b\u044f \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0434\u0430\u0432\u043d\u043e \u0445\u0440\u0430\u043d\u044f\u0442\u0441\u044f \u043d\u0430 \u0441\u0435\u0440\u0432\u0438\u0441\u0435. \u0414\u043e\u043f\u0443\u0441\u0442\u0438\u043c, \u043d\u0430\u043c \u043d\u0443\u0436\u043d\u043e \u0443\u0434\u0430\u043b\u0438\u0442\u044c \u043d\u0435\u043d\u0443\u0436\u043d\u044b\u0435 \u0437\u0430\u043f\u0438\u0441\u0438 \u0438 \u0437\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u044c \u043f\u0440\u043e\u043f\u0443\u0449\u0435\u043d\u043d\u044b\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f. \u041d\u0435 \u0434\u043b\u044f \u0432\u0441\u0435\u0445 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u043e\u0432 \u0435\u0441\u0442\u044c \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u043f\u0438\u0441\u0430\u0442\u044c \u0441\u043a\u0440\u0438\u043f\u0442\u044b \u043d\u0430 \u0442\u043e\u043c \u044f\u0437\u044b\u043a\u0435, \u043d\u0430 \u043a\u043e\u0442\u043e\u0440\u043e\u043c \u0445\u043e\u0447\u0435\u0442\u0441\u044f \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0443. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0432 \u0432\u0438\u0434\u0435 \u043e\u0442\u0447\u0435\u0442\u0430, \u0438\u043d\u0444\u043e\u0433\u0440\u0430\u0444\u0438\u043a\u0438, \u043f\u0440\u0435\u0437\u0435\u043d\u0442\u0430\u0446\u0438\u0438. \u0421\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442  \u0432\u0438\u0434\u0438\u0442 \u0441\u0432\u044f\u0437\u044c \u043c\u0435\u0436\u0434\u0443 \u043d\u0430\u0439\u0434\u0435\u043d\u043d\u044b\u043c\u0438 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u044f\u043c\u0438, \u0441\u0440\u0430\u0432\u043d\u0438\u0432\u0430\u0435\u0442 \u0438\u0445.<\/p>\n<h2 id=\"toc-4\">\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u043c\u0435\u0436\u0434\u0443 Data Mining \u0438 Data Extraction<\/h2>\n<p>MongoDB, \u043d\u0430\u043f\u0440\u043e\u0442\u0438\u0432, \u043f\u043e\u0434\u043e\u0439\u0434\u0435\u0442 \u0434\u043b\u044f \u0431\u0438\u0437\u043d\u0435\u0441\u043e\u0432 \u0441 \u0431\u044b\u0441\u0442\u0440\u044b\u043c \u0440\u043e\u0441\u0442\u043e\u043c \u0438\u043b\u0438 \u0434\u043b\u044f \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445, \u0432 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043d\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u0435 \u0441\u0445\u0435\u043c\u044b. NoSQL \u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u043e\u0431\u0449\u0438\u0439 \u0444\u043e\u0440\u043c\u0430\u0442 \u0437\u0430\u043f\u0440\u043e\u0441\u0430 (\u043a\u0430\u043a SQL \u0432 \u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0431\u0430\u0437\u0430\u0445 \u0434\u0430\u043d\u043d\u044b\u0445). \u041a\u0430\u0436\u0434\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u0443\u044e \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432.<\/p>\n<p>\u041f\u0440\u043e\u0446\u0435\u0441\u0441 \u0432\u043a\u043b\u044e\u0447\u0430\u0435\u0442 \u0440\u0435\u0433\u0440\u0435\u0441\u0441\u0438\u044e, \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044e, \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435, \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u044e, \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u0435 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0446\u0438\u0439 \u0438 \u043c\u043d\u043e\u0433\u043e\u0435 \u0434\u0440\u0443\u0433\u043e\u0435. Data mining \u2014 \u044d\u0442\u043e \u0446\u0435\u043b\u043e\u0441\u0442\u043d\u044b\u0439 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u0441\u0431\u043e\u0440\u0430, \u043e\u0442\u0431\u043e\u0440\u0430, \u043e\u0447\u0438\u0441\u0442\u043a\u0438, \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f \u043e\u0446\u0435\u043d\u043a\u0438 \u0437\u0430\u043a\u043e\u043d\u043e\u043c\u0435\u0440\u043d\u043e\u0441\u0442\u0435\u0439 \u0438, \u0432 \u043a\u043e\u043d\u0435\u0447\u043d\u043e\u043c \u0438\u0442\u043e\u0433\u0435, \u0434\u043b\u044f \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u0446\u0435\u043d\u043d\u043e\u0441\u0442\u0438. \u0414\u0430, \u043a\u043e\u043d\u0435\u0447\u043d\u043e, \u0438 java, \u0438 python \u0442\u043e\u0436\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u2014 \u043d\u043e \u0442\u043e\u043b\u044c\u043a\u043e \u0442\u0430\u043c, \u0433\u0434\u0435 \u044d\u0442\u043e \u0431\u0443\u0434\u0435\u0442 \u0431\u043e\u043b\u0435\u0435 \u0435\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e&#8230; \u0412\u043e\u043e\u0431\u0449\u0435, \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0442\u0443\u0442 \u2014 \u0432\u044b\u043d\u0435\u0441\u0435\u043d\u0438\u0435 \u0432\u0441\u0435\u0433\u043e \u043e\u0431\u0449\u0435\u043d\u0438\u044f \u0441 \u0431\u0430\u0437\u043e\u0439 \u043d\u0430 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0439 \u0443\u0440\u043e\u0432\u0435\u043d\u044c \u043c\u043e\u0434\u0435\u043b\u0438. \u0422\u043e\u0433\u0434\u0430 \u043f\u0440\u0438 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u043c \u043f\u043e\u0440\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438 \u0441 SQLLite \u043d\u0430 Oracle \u043f\u043e\u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u043f\u0435\u0440\u0435\u043f\u0438\u0441\u0430\u0442\u044c \u0442\u043e\u043b\u044c\u043a\u043e \u044d\u0442\u043e\u0442 \u0443\u0440\u043e\u0432\u0435\u043d\u044c. \u041f\u044b\u0442\u0430\u0442\u044c\u0441\u044f \u0436\u0435 \u043f\u0438\u0441\u0430\u0442\u044c \u0441\u043e\u0432\u043c\u0435\u0441\u0442\u0438\u043c\u044b\u0435 SQL -\u0437\u0430\u043f\u0440\u043e\u0441\u044b, \u043c\u043d\u0435 \u043a\u0430\u0436\u0435\u0442\u0441\u044f, \u0431\u0435\u0441\u043f\u043e\u043b\u0435\u0437\u043d\u043e \u2014 \u0441\u043b\u0438\u0448\u043a\u043e\u043c \u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u0431\u0430\u0440\u0434\u0430\u043a \u0432 \u0434\u0438\u0430\u043b\u0435\u043a\u0442\u0430\u0445.<\/p>\n<p>\u041a\u043e\u043d\u0435\u0447\u043d\u043e, \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441 \u2013 \u044d\u0442\u043e \u0441\u0443\u0431\u044a\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0439 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440 \u043e\u0446\u0435\u043d\u043a\u0438, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u043c\u044b \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u0442\u0443\u0442 \u0434\u0430\u0432\u0430\u0442\u044c \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u044e; \u0432\u044b\u0431\u0438\u0440\u0430\u0439\u0442\u0435 \u0442\u043e, \u0447\u0442\u043e \u043a\u0430\u0436\u0435\u0442\u0441\u044f \u0432\u0430\u043c \u0431\u043e\u043b\u0435\u0435 \u0438\u043d\u0442\u0443\u0438\u0442\u0438\u0432\u043d\u043e \u043f\u043e\u043d\u044f\u0442\u043d\u044b\u043c. \u041f\u043e\u043b\u043d\u044b\u0439 \u0441\u043f\u0438\u0441\u043e\u043a \u043e\u043f\u0438\u0441\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439 \u043c\u0435\u0436\u0434\u0443 MySQL \u0438 SQL \u0441\u0435\u0440\u0432\u0435\u0440\u043e\u043c \u043c\u043e\u0436\u043d\u043e \u043d\u0430\u0439\u0442\u0438 (\u0430\u043d\u0433\u043b.). \u0412 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0435 \u0441\u043b\u0443\u0447\u0430\u0435\u0432 SQL \u0411\u0414 \u043c\u043e\u0436\u043d\u043e \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0432\u0435\u0440\u0442\u0438\u043a\u0430\u043b\u044c\u043d\u043e, \u0442\u043e \u0435\u0441\u0442\u044c \u043c\u043e\u0436\u043d\u043e \u043f\u0440\u043e\u0432\u043e\u0434\u0438\u0442\u044c \u0443\u0432\u0435\u043b\u0438\u0447\u0435\u043d\u0438\u0435 \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u043d\u0430 \u043a\u0430\u0436\u0434\u043e\u043c \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e\u043c \u0441\u0435\u0440\u0432\u0435\u0440\u0435, \u043f\u043e\u0432\u044b\u0448\u0430\u044f \u043c\u043e\u0449\u043d\u043e\u0441\u0442\u0438 \u0426\u041f, \u041e\u0417\u0423, \u0442\u0432\u0435\u0440\u0434\u043e\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u0434\u0438\u0441\u043a\u0430.<\/p>\n<p>NoSQL-\u0421\u0423\u0411\u0414 \u043d\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u0443\u044e \u043c\u043e\u0434\u0435\u043b\u044c \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0437\u0430\u0446\u0438\u0438 \u0434\u0430\u043d\u043d\u044b\u0445. \u0421\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0435\u0442 \u043c\u043d\u043e\u0433\u043e \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0439, \u0440\u0435\u0449\u0430\u044e\u0449\u0438\u0445 \u044d\u0442\u043e\u0442 \u0432\u043e\u043f\u0440\u043e\u0441 \u043f\u043e-\u0441\u0432\u043e\u0435\u043c\u0443, \u0437\u0430\u0447\u0430\u0441\u0442\u0443\u044e \u0432\u0435\u0441\u044c\u043c\u0430 \u0441\u043f\u0435\u0446\u0438\u0444\u0438\u0447\u043d\u043e. \u042d\u0442\u0438 \u0431\u0435\u0441\u0441\u0445\u0435\u043c\u043d\u044b\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0434\u043e\u043f\u0443\u0441\u043a\u0430\u044e\u0442 \u043d\u0435\u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u043d\u043e\u0435 \u0444\u043e\u0440\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0437\u0430\u043f\u0438\u0441\u0435\u0439 \u0438 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u0432\u0438\u0434\u0435 \u043a\u043b\u044e\u0447-\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435. NoSQL-\u0441\u043f\u043e\u0441\u043e\u0431 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0437\u0430\u0446\u0438\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0437\u0430\u043a\u043b\u044e\u0447\u0430\u0435\u0442\u0441\u044f \u0432 \u0438\u0437\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0438 \u043e\u0442 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u0439 \u043f\u0440\u0438 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0438 \u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0438 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438.<\/p>\n<p>\u0410 \u0432\u043e\u0442 NoSQL \u0411\u0414 \u043c\u043e\u0436\u043d\u043e \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0433\u043e\u0440\u0438\u0437\u043e\u043d\u0442\u0430\u043b\u044c\u043d\u043e. \u042d\u0442\u043e \u0437\u043d\u0430\u0447\u0438\u0442, \u0447\u0442\u043e \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0430 \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u0442\u0441\u044f \u0431\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u0438\u044e \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u043b\u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u044e \u0431\u043e\u043b\u044c\u0448\u0435\u0433\u043e \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0430 \u0441\u0435\u0440\u0432\u0435\u0440\u043e\u0432. \u042d\u0442\u043e \u043a\u0430\u043a \u0435\u0441\u043b\u0438 \u0431\u044b \u0432\u044b \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u043b\u0438 \u0431\u043e\u043b\u044c\u0448\u0435 \u044d\u0442\u0430\u0436\u0435\u0439 \u043a \u0437\u0434\u0430\u043d\u0438\u044e \u043b\u0438\u0431\u043e \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u043b\u0438 \u0431\u043e\u043b\u044c\u0448\u0435 \u0437\u0434\u0430\u043d\u0438\u0439 \u043a \u0440\u0430\u0439\u043e\u043d\u0443. \u0412 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u043c \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c\u0441\u044f \u0431\u043e\u043b\u0435\u0435 \u043a\u0440\u0443\u043f\u043d\u043e\u0439 \u0438 \u043c\u043e\u0449\u043d\u043e\u0439. \u0418\u043c\u0435\u043d\u043d\u043e  \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u0434\u043b\u044f \u043a\u0440\u0443\u043f\u043d\u044b\u0445 \u0438\u043b\u0438 \u0447\u0430\u0441\u0442\u043e \u043c\u0435\u043d\u044f\u044e\u0449\u0438\u0445\u0441\u044f \u0411\u0414 \u043e\u0431\u044b\u0447\u043d\u043e \u0432\u044b\u0431\u0438\u0440\u0430\u044e\u0442 NoSQL. \u042d\u0442\u043e\u0442 \u043f\u0440\u0438\u043c\u0435\u0440 \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u043f\u0440\u043e\u0438\u043b\u043b\u044e\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043e\u0434\u043d\u043e \u0438\u0437 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439 \u043c\u0435\u0436\u0434\u0443 SQL (\u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u043e\u0439) \u0438 NoSQL (\u043d\u0435\u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u043e\u0439) \u0431\u0430\u0437\u0430\u043c\u0438 \u0434\u0430\u043d\u043d\u044b\u0445.<\/p>","protected":false},"excerpt":{"rendered":"<p>\u0421\u043e\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u0435 \u0427\u0442\u043e \u043c\u043e\u0436\u043d\u043e \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Data Mining? 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\u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0434\u043e\u0441\u0442\u0430\u0432\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u0446\u0435\u043b\u0435\u0432\u0443\u044e \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0438\u043b\u0438 \u043a \u0446\u0435\u043b\u0435\u0432\u043e\u043c\u0443 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044e. \u0421\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442 \u0432\u044b\u0431\u043e\u0440\u0430 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0430, \u043f\u043e\u0434\u0445\u043e\u0434\u0430 \u0438 \u0441\u0435\u0440\u0432\u0438\u0441\u0430. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, Hadoop MapReduce \u0431\u043e\u043b\u0435\u0435 \u043a\u043e\u0441\u0442-\u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u0435\u043d \u043f\u043e \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044e \u0441\u043e Spark, \u043d\u043e \u0438 \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0438\u0436\u0435. \u0415\u0441\u043b\u0438 \u0443 \u043d\u0430\u0441 \u0441\u0442\u0440\u0438\u043c\u0438\u043d\u0433\u043e\u0432\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435, \u0438\u0445 \u0443\u0434\u043e\u0431\u043d\u0435\u0435 \u0438 \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u043d\u0430 \u043b\u0435\u0442\u0443, \u0432\u043c\u0435\u0441\u0442\u043e \u0442\u043e\u0433\u043e \u0447\u0442\u043e\u0431\u044b \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0442\u044c \u043d\u0430 \u0434\u0438\u0441\u043a, \u0430 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u043e\u0439 \u0437\u0430\u043d\u0438\u043c\u0430\u0442\u044c\u0441\u044f \u043a\u043e\u0433\u0434\u0430-\u043d\u0438\u0431\u0443\u0434\u044c \u043f\u043e\u0442\u043e\u043c. SQL \u0438 NoSQL: \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u0435\u043c\u0441\u044f \u0432 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u044f\u0445 \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445 \u041e\u0434\u043d\u0438 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0438 \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0442 \u0442\u043e\u043b\u044c\u043a\u043e \u0434\u043b\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0441\u0442\u0440\u0438\u043c\u0438\u043d\u0433\u043e\u0432\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u0434\u0440\u0443\u0433\u0438\u0435 \u2014 \u0438\u0441\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0434\u043b\u044f \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0434\u0430\u0432\u043d\u043e \u0445\u0440\u0430\u043d\u044f\u0442\u0441\u044f \u043d\u0430 \u0441\u0435\u0440\u0432\u0438\u0441\u0435. \u0414\u043e\u043f\u0443\u0441\u0442\u0438\u043c, \u043d\u0430\u043c \u043d\u0443\u0436\u043d\u043e \u0443\u0434\u0430\u043b\u0438\u0442\u044c \u043d\u0435\u043d\u0443\u0436\u043d\u044b\u0435 \u0437\u0430\u043f\u0438\u0441\u0438 \u0438 \u0437\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u044c \u043f\u0440\u043e\u043f\u0443\u0449\u0435\u043d\u043d\u044b\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f. \u041d\u0435 \u0434\u043b\u044f \u0432\u0441\u0435\u0445 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u043e\u0432 \u0435\u0441\u0442\u044c \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u043f\u0438\u0441\u0430\u0442\u044c \u0441\u043a\u0440\u0438\u043f\u0442\u044b \u043d\u0430 \u0442\u043e\u043c \u044f\u0437\u044b\u043a\u0435, \u043d\u0430 \u043a\u043e\u0442\u043e\u0440\u043e\u043c \u0445\u043e\u0447\u0435\u0442\u0441\u044f \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0443. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0432 \u0432\u0438\u0434\u0435 \u043e\u0442\u0447\u0435\u0442\u0430, \u0438\u043d\u0444\u043e\u0433\u0440\u0430\u0444\u0438\u043a\u0438, \u043f\u0440\u0435\u0437\u0435\u043d\u0442\u0430\u0446\u0438\u0438. \u0421\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442 \u0432\u0438\u0434\u0438\u0442 \u0441\u0432\u044f\u0437\u044c \u043c\u0435\u0436\u0434\u0443 \u043d\u0430\u0439\u0434\u0435\u043d\u043d\u044b\u043c\u0438 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u044f\u043c\u0438, \u0441\u0440\u0430\u0432\u043d\u0438\u0432\u0430\u0435\u0442 \u0438\u0445. \u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u043c\u0435\u0436\u0434\u0443 Data Mining \u0438 Data Extraction MongoDB, \u043d\u0430\u043f\u0440\u043e\u0442\u0438\u0432, \u043f\u043e\u0434\u043e\u0439\u0434\u0435\u0442 \u0434\u043b\u044f \u0431\u0438\u0437\u043d\u0435\u0441\u043e\u0432 \u0441 \u0431\u044b\u0441\u0442\u0440\u044b\u043c \u0440\u043e\u0441\u0442\u043e\u043c \u0438\u043b\u0438 \u0434\u043b\u044f \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445, \u0432 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043d\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u0435 \u0441\u0445\u0435\u043c\u044b. NoSQL \u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u043e\u0431\u0449\u0438\u0439 \u0444\u043e\u0440\u043c\u0430\u0442 \u0437\u0430\u043f\u0440\u043e\u0441\u0430 (\u043a\u0430\u043a SQL \u0432 \u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0431\u0430\u0437\u0430\u0445 \u0434\u0430\u043d\u043d\u044b\u0445). \u041a\u0430\u0436\u0434\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u0443\u044e \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432. \u041f\u0440\u043e\u0446\u0435\u0441\u0441 \u0432\u043a\u043b\u044e\u0447\u0430\u0435\u0442 \u0440\u0435\u0433\u0440\u0435\u0441\u0441\u0438\u044e, \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044e, \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435, \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u044e, \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u0435 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0446\u0438\u0439 \u0438 \u043c\u043d\u043e\u0433\u043e\u0435 \u0434\u0440\u0443\u0433\u043e\u0435. Data mining \u2014 \u044d\u0442\u043e \u0446\u0435\u043b\u043e\u0441\u0442\u043d\u044b\u0439 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u0441\u0431\u043e\u0440\u0430, \u043e\u0442\u0431\u043e\u0440\u0430, \u043e\u0447\u0438\u0441\u0442\u043a\u0438, \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f \u043e\u0446\u0435\u043d\u043a\u0438 \u0437\u0430\u043a\u043e\u043d\u043e\u043c\u0435\u0440\u043d\u043e\u0441\u0442\u0435\u0439 \u0438, \u0432 \u043a\u043e\u043d\u0435\u0447\u043d\u043e\u043c \u0438\u0442\u043e\u0433\u0435, \u0434\u043b\u044f \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u0446\u0435\u043d\u043d\u043e\u0441\u0442\u0438. \u0414\u0430, \u043a\u043e\u043d\u0435\u0447\u043d\u043e, \u0438 java, \u0438 python \u0442\u043e\u0436\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u2014 \u043d\u043e \u0442\u043e\u043b\u044c\u043a\u043e \u0442\u0430\u043c, \u0433\u0434\u0435 \u044d\u0442\u043e \u0431\u0443\u0434\u0435\u0442 \u0431\u043e\u043b\u0435\u0435 \u0435\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e&#8230; \u0412\u043e\u043e\u0431\u0449\u0435, \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0442\u0443\u0442 \u2014 \u0432\u044b\u043d\u0435\u0441\u0435\u043d\u0438\u0435 \u0432\u0441\u0435\u0433\u043e \u043e\u0431\u0449\u0435\u043d\u0438\u044f \u0441 \u0431\u0430\u0437\u043e\u0439 \u043d\u0430 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0439 \u0443\u0440\u043e\u0432\u0435\u043d\u044c \u043c\u043e\u0434\u0435\u043b\u0438. \u0422\u043e\u0433\u0434\u0430 \u043f\u0440\u0438 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u043c \u043f\u043e\u0440\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438 \u0441 SQLLite \u043d\u0430 Oracle \u043f\u043e\u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u043f\u0435\u0440\u0435\u043f\u0438\u0441\u0430\u0442\u044c \u0442\u043e\u043b\u044c\u043a\u043e \u044d\u0442\u043e\u0442 \u0443\u0440\u043e\u0432\u0435\u043d\u044c. \u041f\u044b\u0442\u0430\u0442\u044c\u0441\u044f \u0436\u0435 \u043f\u0438\u0441\u0430\u0442\u044c \u0441\u043e\u0432\u043c\u0435\u0441\u0442\u0438\u043c\u044b\u0435 SQL -\u0437\u0430\u043f\u0440\u043e\u0441\u044b, \u043c\u043d\u0435 \u043a\u0430\u0436\u0435\u0442\u0441\u044f, \u0431\u0435\u0441\u043f\u043e\u043b\u0435\u0437\u043d\u043e \u2014 \u0441\u043b\u0438\u0448\u043a\u043e\u043c \u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u0431\u0430\u0440\u0434\u0430\u043a \u0432 \u0434\u0438\u0430\u043b\u0435\u043a\u0442\u0430\u0445. \u041a\u043e\u043d\u0435\u0447\u043d\u043e, \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441 \u2013 \u044d\u0442\u043e \u0441\u0443\u0431\u044a\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0439 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440 \u043e\u0446\u0435\u043d\u043a\u0438, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u043c\u044b \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u0442\u0443\u0442 \u0434\u0430\u0432\u0430\u0442\u044c \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u044e; \u0432\u044b\u0431\u0438\u0440\u0430\u0439\u0442\u0435 \u0442\u043e, \u0447\u0442\u043e \u043a\u0430\u0436\u0435\u0442\u0441\u044f \u0432\u0430\u043c \u0431\u043e\u043b\u0435\u0435 \u0438\u043d\u0442\u0443\u0438\u0442\u0438\u0432\u043d\u043e \u043f\u043e\u043d\u044f\u0442\u043d\u044b\u043c. \u041f\u043e\u043b\u043d\u044b\u0439 \u0441\u043f\u0438\u0441\u043e\u043a \u043e\u043f\u0438\u0441\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439 \u043c\u0435\u0436\u0434\u0443 MySQL \u0438 SQL \u0441\u0435\u0440\u0432\u0435\u0440\u043e\u043c \u043c\u043e\u0436\u043d\u043e \u043d\u0430\u0439\u0442\u0438 (\u0430\u043d\u0433\u043b.). \u0412 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0435 \u0441\u043b\u0443\u0447\u0430\u0435\u0432 SQL \u0411\u0414 \u043c\u043e\u0436\u043d\u043e \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0432\u0435\u0440\u0442\u0438\u043a\u0430\u043b\u044c\u043d\u043e, \u0442\u043e \u0435\u0441\u0442\u044c \u043c\u043e\u0436\u043d\u043e \u043f\u0440\u043e\u0432\u043e\u0434\u0438\u0442\u044c \u0443\u0432\u0435\u043b\u0438\u0447\u0435\u043d\u0438\u0435 \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u043d\u0430 \u043a\u0430\u0436\u0434\u043e\u043c \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e\u043c \u0441\u0435\u0440\u0432\u0435\u0440\u0435, \u043f\u043e\u0432\u044b\u0448\u0430\u044f \u043c\u043e\u0449\u043d\u043e\u0441\u0442\u0438 \u0426\u041f, \u041e\u0417\u0423, \u0442\u0432\u0435\u0440\u0434\u043e\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u0434\u0438\u0441\u043a\u0430. NoSQL-\u0421\u0423\u0411\u0414 \u043d\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u0443\u044e \u043c\u043e\u0434\u0435\u043b\u044c \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0437\u0430\u0446\u0438\u0438 \u0434\u0430\u043d\u043d\u044b\u0445. \u0421\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0435\u0442 \u043c\u043d\u043e\u0433\u043e \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0439, \u0440\u0435\u0449\u0430\u044e\u0449\u0438\u0445 \u044d\u0442\u043e\u0442 \u0432\u043e\u043f\u0440\u043e\u0441 \u043f\u043e-\u0441\u0432\u043e\u0435\u043c\u0443, \u0437\u0430\u0447\u0430\u0441\u0442\u0443\u044e \u0432\u0435\u0441\u044c\u043c\u0430 \u0441\u043f\u0435\u0446\u0438\u0444\u0438\u0447\u043d\u043e. \u042d\u0442\u0438 \u0431\u0435\u0441\u0441\u0445\u0435\u043c\u043d\u044b\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0434\u043e\u043f\u0443\u0441\u043a\u0430\u044e\u0442 \u043d\u0435\u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u043d\u043e\u0435 \u0444\u043e\u0440\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0437\u0430\u043f\u0438\u0441\u0435\u0439 \u0438 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u0432\u0438\u0434\u0435 \u043a\u043b\u044e\u0447-\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435. NoSQL-\u0441\u043f\u043e\u0441\u043e\u0431 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0437\u0430\u0446\u0438\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0437\u0430\u043a\u043b\u044e\u0447\u0430\u0435\u0442\u0441\u044f \u0432 \u0438\u0437\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0438 \u043e\u0442 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u0439 \u043f\u0440\u0438 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0438 \u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0438 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438. \u0410 \u0432\u043e\u0442 NoSQL \u0411\u0414 \u043c\u043e\u0436\u043d\u043e \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0433\u043e\u0440\u0438\u0437\u043e\u043d\u0442\u0430\u043b\u044c\u043d\u043e. \u042d\u0442\u043e \u0437\u043d\u0430\u0447\u0438\u0442, \u0447\u0442\u043e \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0430 \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u0442\u0441\u044f \u0431\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u0438\u044e \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u043b\u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u044e \u0431\u043e\u043b\u044c\u0448\u0435\u0433\u043e \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0430 \u0441\u0435\u0440\u0432\u0435\u0440\u043e\u0432. \u042d\u0442\u043e \u043a\u0430\u043a \u0435\u0441\u043b\u0438 \u0431\u044b \u0432\u044b \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u043b\u0438 \u0431\u043e\u043b\u044c\u0448\u0435 \u044d\u0442\u0430\u0436\u0435\u0439 \u043a \u0437\u0434\u0430\u043d\u0438\u044e \u043b\u0438\u0431\u043e \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u043b\u0438 \u0431\u043e\u043b\u044c\u0448\u0435 \u0437\u0434\u0430\u043d\u0438\u0439 \u043a \u0440\u0430\u0439\u043e\u043d\u0443. \u0412 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u043c \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c\u0441\u044f \u0431\u043e\u043b\u0435\u0435 \u043a\u0440\u0443\u043f\u043d\u043e\u0439 \u0438 \u043c\u043e\u0449\u043d\u043e\u0439. \u0418\u043c\u0435\u043d\u043d\u043e \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u0434\u043b\u044f \u043a\u0440\u0443\u043f\u043d\u044b\u0445 \u0438\u043b\u0438 \u0447\u0430\u0441\u0442\u043e \u043c\u0435\u043d\u044f\u044e\u0449\u0438\u0445\u0441\u044f \u0411\u0414 \u043e\u0431\u044b\u0447\u043d\u043e \u0432\u044b\u0431\u0438\u0440\u0430\u044e\u0442 NoSQL. \u042d\u0442\u043e\u0442 \u043f\u0440\u0438\u043c\u0435\u0440 \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u043f\u0440\u043e\u0438\u043b\u043b\u044e\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043e\u0434\u043d\u043e \u0438\u0437 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439 \u043c\u0435\u0436\u0434\u0443 SQL (\u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u043e\u0439) \u0438 NoSQL (\u043d\u0435\u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u043e\u0439) \u0431\u0430\u0437\u0430\u043c\u0438 &#8230; <a class=\"cz_readmore\" href=\"http:\/\/uat-wp.suprabhatiti.com\/as\/vakansija-programme-officer-data-analyst-sc8\/\"><i class=\"fa fa-angle-right\" aria-hidden=\"true\"><\/i><span>Read More<\/span><\/a><\/p>","protected":false},"author":8,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[30],"tags":[],"class_list":["post-2209","post","type-post","status-publish","format-standard","hentry","category-it-obrazovanie-4"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0412\u0430\u043a\u0430\u043d\u0441\u0438\u044f: Programme Officer Data Analyst, SC8, \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f World Food Programme, \u0440\u0430\u0431\u043e\u0442\u0430 \u0432 \u041a\u0438\u0435\u0432\u0435 - Suprabhat ITI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/uat-wp.suprabhatiti.com\/as\/vakansija-programme-officer-data-analyst-sc8\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0412\u0430\u043a\u0430\u043d\u0441\u0438\u044f: Programme Officer Data Analyst, SC8, \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f World Food Programme, \u0440\u0430\u0431\u043e\u0442\u0430 \u0432 \u041a\u0438\u0435\u0432\u0435 - Suprabhat ITI\" \/>\n<meta property=\"og:description\" content=\"\u0421\u043e\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u0435 \u0427\u0442\u043e \u043c\u043e\u0436\u043d\u043e \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Data Mining? \u0427\u0435\u043c \u043e\u0442\u043b\u0438\u0447\u0430\u0435\u0442\u0441\u044f mysql \u043e\u0442 ms sql. \u0420\u0430\u0437\u043d\u0438\u0446\u0430 \u043c\u0435\u0436\u0434\u0443 SQL \u0438 NoSQL: MySQL \u0438 MongoDB \u041f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u044f Data Engineer: \u0445\u0430\u0439\u043f \u0438\u043b\u0438 \u0440\u0435\u0430\u043b\u044c\u043d\u043e \u043d\u0430\u0434\u043e SQL \u0438 NoSQL: \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u0435\u043c\u0441\u044f \u0432 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u044f\u0445 \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445 \u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u043c\u0435\u0436\u0434\u0443 Data Mining \u0438 Data Extraction \u0418\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0437 \u0432\u0435\u0431\u0430 \u043f\u043e\u043f\u0430\u0434\u0430\u0435\u0442 \u0432 \u0441\u0435\u0440\u0443\u044e \u0437\u043e\u043d\u0443, \u043a\u043e\u0433\u0434\u0430 \u0434\u0435\u043b\u043e \u043a\u0430\u0441\u0430\u0435\u0442\u0441\u044f \u0437\u0430\u043a\u043e\u043d\u043d\u043e\u0441\u0442\u0438. \u041a\u0440\u0443\u043f\u043d\u044b\u0435 \u0441\u0430\u0439\u0442\u044b, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a Linkedin \u0438 Facebook, \u0447\u0435\u0442\u043a\u043e \u0437\u0430\u044f\u0432\u043b\u044f\u044e\u0442 \u0432 \u0441\u0432\u043e\u0438\u0445 \u0443\u0441\u043b\u043e\u0432\u0438\u044f\u0445 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f, \u0447\u0442\u043e \u043b\u044e\u0431\u043e\u0435 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u0437\u0430\u043f\u0440\u0435\u0449\u0435\u043d\u043e. \u041c\u0435\u0436\u0434\u0443 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u043c\u0438 \u0431\u044b\u043b\u043e \u043c\u043d\u043e\u0433\u043e \u0441\u0443\u0434\u0435\u0431\u043d\u044b\u0445 \u0438\u0441\u043a\u043e\u0432 \u0438\u0437-\u0437\u0430 \u0434\u0435\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0431\u043e\u0442\u043e\u0432. \u041f\u043e\u0434\u043e\u0431\u043d\u043e data mining, \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u0448\u0438\u0440\u043e\u043a\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0432 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u043e\u0442\u0440\u0430\u0441\u043b\u044f\u0445 \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u043e\u0441\u0442\u0438. SQL \u0441\u0435\u0440\u0432\u0435\u0440 \u0431\u043e\u043b\u044c\u0448\u0435 \u043f\u043e\u0434\u0445\u043e\u0434\u0438\u0442 \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0449\u0438\u0445.NET \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u044f\u0437\u044b\u043a\u0430 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438, \u043a\u0430\u043a \u043a\u043e\u043d\u043a\u0443\u0440\u0438\u0440\u0443\u044e\u0449\u0435\u0439 \u0441\u0432\u044f\u0437\u043a\u0435 PHP \u0434\u043b\u044f MySQL. \u042d\u0442\u043e \u0432\u0435\u0441\u044c\u043c\u0430 \u043b\u043e\u0433\u0438\u0447\u043d\u043e, \u0442\u0430\u043a \u043a\u0430\u043a \u043e\u0431\u0435 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b \u043f\u0440\u0438\u043d\u0430\u0434\u043b\u0435\u0436\u0430\u0442\u044c Microsoft. SQL \u0441\u0435\u0440\u0432\u0435\u0440 \u0442\u0430\u043a\u0436\u0435 \u0438\u0437\u0432\u0435\u0441\u0442\u0435\u043d, \u043a\u0430\u043a Microsoft SQL \u0421\u0435\u0440\u0432\u0435\u0440, \u043f\u043e\u044f\u0432\u0438\u043b\u0441\u044f \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0440\u0430\u043d\u044c\u0448\u0435, \u0447\u0435\u043c MySQL. Microsoft \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043b SQL \u0441\u0435\u0440\u0432\u0435\u0440 \u0432 80\u0445, \u0441 \u043e\u0431\u0435\u0449\u0430\u043d\u0438\u0435\u043c \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u043d\u0430\u0434\u0451\u0436\u043d\u0443\u044e \u0438 \u0440\u0430\u0441\u0448\u0438\u0440\u044f\u0435\u043c\u0443\u044e \u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u0443\u044e \u0421\u0423\u0411\u0414. \u041e\u043d\u0438 \u043e\u0441\u0442\u0430\u044e\u0442\u0441\u044f \u044f\u0434\u0440\u043e\u043c \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 SQL \u0441\u0435\u0440\u0432\u0435\u0440\u0430 \u043f\u043e \u043f\u0440\u043e\u0448\u0435\u0441\u0442\u0432\u0438\u0438 \u0432\u0441\u0435\u0445 \u044d\u0442\u0438\u0445 \u043b\u0435\u0442, \u0438 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0442 \u043d\u0435\u0437\u0430\u043c\u0435\u043d\u0438\u043c\u043e\u0435 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SQL \u0438 NoSQL: \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u0435\u043c\u0441\u044f \u0432 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u044f\u0445 \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445 \u041e\u0434\u043d\u0438 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0438 \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0442 \u0442\u043e\u043b\u044c\u043a\u043e \u0434\u043b\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0441\u0442\u0440\u0438\u043c\u0438\u043d\u0433\u043e\u0432\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u0434\u0440\u0443\u0433\u0438\u0435 \u2014 \u0438\u0441\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0434\u043b\u044f \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0434\u0430\u0432\u043d\u043e \u0445\u0440\u0430\u043d\u044f\u0442\u0441\u044f \u043d\u0430 \u0441\u0435\u0440\u0432\u0438\u0441\u0435. \u0414\u043e\u043f\u0443\u0441\u0442\u0438\u043c, \u043d\u0430\u043c \u043d\u0443\u0436\u043d\u043e \u0443\u0434\u0430\u043b\u0438\u0442\u044c \u043d\u0435\u043d\u0443\u0436\u043d\u044b\u0435 \u0437\u0430\u043f\u0438\u0441\u0438 \u0438 \u0437\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u044c \u043f\u0440\u043e\u043f\u0443\u0449\u0435\u043d\u043d\u044b\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f. \u041d\u0435 \u0434\u043b\u044f \u0432\u0441\u0435\u0445 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u043e\u0432 \u0435\u0441\u0442\u044c \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u043f\u0438\u0441\u0430\u0442\u044c \u0441\u043a\u0440\u0438\u043f\u0442\u044b \u043d\u0430 \u0442\u043e\u043c \u044f\u0437\u044b\u043a\u0435, \u043d\u0430 \u043a\u043e\u0442\u043e\u0440\u043e\u043c \u0445\u043e\u0447\u0435\u0442\u0441\u044f \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0443. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0432 \u0432\u0438\u0434\u0435 \u043e\u0442\u0447\u0435\u0442\u0430, \u0438\u043d\u0444\u043e\u0433\u0440\u0430\u0444\u0438\u043a\u0438, \u043f\u0440\u0435\u0437\u0435\u043d\u0442\u0430\u0446\u0438\u0438. \u0421\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442 \u0432\u0438\u0434\u0438\u0442 \u0441\u0432\u044f\u0437\u044c \u043c\u0435\u0436\u0434\u0443 \u043d\u0430\u0439\u0434\u0435\u043d\u043d\u044b\u043c\u0438 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u044f\u043c\u0438, \u0441\u0440\u0430\u0432\u043d\u0438\u0432\u0430\u0435\u0442 \u0438\u0445. \u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u043c\u0435\u0436\u0434\u0443 Data Mining \u0438 Data Extraction MongoDB, \u043d\u0430\u043f\u0440\u043e\u0442\u0438\u0432, \u043f\u043e\u0434\u043e\u0439\u0434\u0435\u0442 \u0434\u043b\u044f \u0431\u0438\u0437\u043d\u0435\u0441\u043e\u0432 \u0441 \u0431\u044b\u0441\u0442\u0440\u044b\u043c \u0440\u043e\u0441\u0442\u043e\u043c \u0438\u043b\u0438 \u0434\u043b\u044f \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445, \u0432 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043d\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u0435 \u0441\u0445\u0435\u043c\u044b. NoSQL \u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u043e\u0431\u0449\u0438\u0439 \u0444\u043e\u0440\u043c\u0430\u0442 \u0437\u0430\u043f\u0440\u043e\u0441\u0430 (\u043a\u0430\u043a SQL \u0432 \u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0431\u0430\u0437\u0430\u0445 \u0434\u0430\u043d\u043d\u044b\u0445). \u041a\u0430\u0436\u0434\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u0443\u044e \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432. \u041f\u0440\u043e\u0446\u0435\u0441\u0441 \u0432\u043a\u043b\u044e\u0447\u0430\u0435\u0442 \u0440\u0435\u0433\u0440\u0435\u0441\u0441\u0438\u044e, \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044e, \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435, \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u044e, \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u0435 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0446\u0438\u0439 \u0438 \u043c\u043d\u043e\u0433\u043e\u0435 \u0434\u0440\u0443\u0433\u043e\u0435. Data mining \u2014 \u044d\u0442\u043e \u0446\u0435\u043b\u043e\u0441\u0442\u043d\u044b\u0439 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u0441\u0431\u043e\u0440\u0430, \u043e\u0442\u0431\u043e\u0440\u0430, \u043e\u0447\u0438\u0441\u0442\u043a\u0438, \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f \u043e\u0446\u0435\u043d\u043a\u0438 \u0437\u0430\u043a\u043e\u043d\u043e\u043c\u0435\u0440\u043d\u043e\u0441\u0442\u0435\u0439 \u0438, \u0432 \u043a\u043e\u043d\u0435\u0447\u043d\u043e\u043c \u0438\u0442\u043e\u0433\u0435, \u0434\u043b\u044f \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u0446\u0435\u043d\u043d\u043e\u0441\u0442\u0438. \u0414\u0430, \u043a\u043e\u043d\u0435\u0447\u043d\u043e, \u0438 java, \u0438 python \u0442\u043e\u0436\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u2014 \u043d\u043e \u0442\u043e\u043b\u044c\u043a\u043e \u0442\u0430\u043c, \u0433\u0434\u0435 \u044d\u0442\u043e \u0431\u0443\u0434\u0435\u0442 \u0431\u043e\u043b\u0435\u0435 \u0435\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e&#8230; \u0412\u043e\u043e\u0431\u0449\u0435, \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0442\u0443\u0442 \u2014 \u0432\u044b\u043d\u0435\u0441\u0435\u043d\u0438\u0435 \u0432\u0441\u0435\u0433\u043e \u043e\u0431\u0449\u0435\u043d\u0438\u044f \u0441 \u0431\u0430\u0437\u043e\u0439 \u043d\u0430 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0439 \u0443\u0440\u043e\u0432\u0435\u043d\u044c \u043c\u043e\u0434\u0435\u043b\u0438. \u0422\u043e\u0433\u0434\u0430 \u043f\u0440\u0438 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u043c \u043f\u043e\u0440\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438 \u0441 SQLLite \u043d\u0430 Oracle \u043f\u043e\u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u043f\u0435\u0440\u0435\u043f\u0438\u0441\u0430\u0442\u044c \u0442\u043e\u043b\u044c\u043a\u043e \u044d\u0442\u043e\u0442 \u0443\u0440\u043e\u0432\u0435\u043d\u044c. \u041f\u044b\u0442\u0430\u0442\u044c\u0441\u044f \u0436\u0435 \u043f\u0438\u0441\u0430\u0442\u044c \u0441\u043e\u0432\u043c\u0435\u0441\u0442\u0438\u043c\u044b\u0435 SQL -\u0437\u0430\u043f\u0440\u043e\u0441\u044b, \u043c\u043d\u0435 \u043a\u0430\u0436\u0435\u0442\u0441\u044f, \u0431\u0435\u0441\u043f\u043e\u043b\u0435\u0437\u043d\u043e \u2014 \u0441\u043b\u0438\u0448\u043a\u043e\u043c \u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u0431\u0430\u0440\u0434\u0430\u043a \u0432 \u0434\u0438\u0430\u043b\u0435\u043a\u0442\u0430\u0445. \u041a\u043e\u043d\u0435\u0447\u043d\u043e, \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441 \u2013 \u044d\u0442\u043e \u0441\u0443\u0431\u044a\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0439 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440 \u043e\u0446\u0435\u043d\u043a\u0438, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u043c\u044b \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u0442\u0443\u0442 \u0434\u0430\u0432\u0430\u0442\u044c \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u044e; \u0432\u044b\u0431\u0438\u0440\u0430\u0439\u0442\u0435 \u0442\u043e, \u0447\u0442\u043e \u043a\u0430\u0436\u0435\u0442\u0441\u044f \u0432\u0430\u043c \u0431\u043e\u043b\u0435\u0435 \u0438\u043d\u0442\u0443\u0438\u0442\u0438\u0432\u043d\u043e \u043f\u043e\u043d\u044f\u0442\u043d\u044b\u043c. \u041f\u043e\u043b\u043d\u044b\u0439 \u0441\u043f\u0438\u0441\u043e\u043a \u043e\u043f\u0438\u0441\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439 \u043c\u0435\u0436\u0434\u0443 MySQL \u0438 SQL \u0441\u0435\u0440\u0432\u0435\u0440\u043e\u043c \u043c\u043e\u0436\u043d\u043e \u043d\u0430\u0439\u0442\u0438 (\u0430\u043d\u0433\u043b.). \u0412 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0435 \u0441\u043b\u0443\u0447\u0430\u0435\u0432 SQL \u0411\u0414 \u043c\u043e\u0436\u043d\u043e \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0432\u0435\u0440\u0442\u0438\u043a\u0430\u043b\u044c\u043d\u043e, \u0442\u043e \u0435\u0441\u0442\u044c \u043c\u043e\u0436\u043d\u043e \u043f\u0440\u043e\u0432\u043e\u0434\u0438\u0442\u044c \u0443\u0432\u0435\u043b\u0438\u0447\u0435\u043d\u0438\u0435 \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u043d\u0430 \u043a\u0430\u0436\u0434\u043e\u043c \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e\u043c \u0441\u0435\u0440\u0432\u0435\u0440\u0435, \u043f\u043e\u0432\u044b\u0448\u0430\u044f \u043c\u043e\u0449\u043d\u043e\u0441\u0442\u0438 \u0426\u041f, \u041e\u0417\u0423, \u0442\u0432\u0435\u0440\u0434\u043e\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u0434\u0438\u0441\u043a\u0430. 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\u0427\u0435\u043c \u043e\u0442\u043b\u0438\u0447\u0430\u0435\u0442\u0441\u044f mysql \u043e\u0442 ms sql. \u0420\u0430\u0437\u043d\u0438\u0446\u0430 \u043c\u0435\u0436\u0434\u0443 SQL \u0438 NoSQL: MySQL \u0438 MongoDB \u041f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u044f Data Engineer: \u0445\u0430\u0439\u043f \u0438\u043b\u0438 \u0440\u0435\u0430\u043b\u044c\u043d\u043e \u043d\u0430\u0434\u043e SQL \u0438 NoSQL: \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u0435\u043c\u0441\u044f \u0432 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u044f\u0445 \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445 \u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u043c\u0435\u0436\u0434\u0443 Data Mining \u0438 Data Extraction \u0418\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0437 \u0432\u0435\u0431\u0430 \u043f\u043e\u043f\u0430\u0434\u0430\u0435\u0442 \u0432 \u0441\u0435\u0440\u0443\u044e \u0437\u043e\u043d\u0443, \u043a\u043e\u0433\u0434\u0430 \u0434\u0435\u043b\u043e \u043a\u0430\u0441\u0430\u0435\u0442\u0441\u044f \u0437\u0430\u043a\u043e\u043d\u043d\u043e\u0441\u0442\u0438. \u041a\u0440\u0443\u043f\u043d\u044b\u0435 \u0441\u0430\u0439\u0442\u044b, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a Linkedin \u0438 Facebook, \u0447\u0435\u0442\u043a\u043e \u0437\u0430\u044f\u0432\u043b\u044f\u044e\u0442 \u0432 \u0441\u0432\u043e\u0438\u0445 \u0443\u0441\u043b\u043e\u0432\u0438\u044f\u0445 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f, \u0447\u0442\u043e \u043b\u044e\u0431\u043e\u0435 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u0437\u0430\u043f\u0440\u0435\u0449\u0435\u043d\u043e. \u041c\u0435\u0436\u0434\u0443 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u043c\u0438 \u0431\u044b\u043b\u043e \u043c\u043d\u043e\u0433\u043e \u0441\u0443\u0434\u0435\u0431\u043d\u044b\u0445 \u0438\u0441\u043a\u043e\u0432 \u0438\u0437-\u0437\u0430 \u0434\u0435\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0431\u043e\u0442\u043e\u0432. \u041f\u043e\u0434\u043e\u0431\u043d\u043e data mining, \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u0448\u0438\u0440\u043e\u043a\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0432 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u043e\u0442\u0440\u0430\u0441\u043b\u044f\u0445 \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u043e\u0441\u0442\u0438. 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\u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0434\u043e\u0441\u0442\u0430\u0432\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u0446\u0435\u043b\u0435\u0432\u0443\u044e \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0438\u043b\u0438 \u043a \u0446\u0435\u043b\u0435\u0432\u043e\u043c\u0443 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044e. \u0421\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442 \u0432\u044b\u0431\u043e\u0440\u0430 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0430, \u043f\u043e\u0434\u0445\u043e\u0434\u0430 \u0438 \u0441\u0435\u0440\u0432\u0438\u0441\u0430. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, Hadoop MapReduce \u0431\u043e\u043b\u0435\u0435 \u043a\u043e\u0441\u0442-\u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u0435\u043d \u043f\u043e \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044e \u0441\u043e Spark, \u043d\u043e \u0438 \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0438\u0436\u0435. \u0415\u0441\u043b\u0438 \u0443 \u043d\u0430\u0441 \u0441\u0442\u0440\u0438\u043c\u0438\u043d\u0433\u043e\u0432\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435, \u0438\u0445 \u0443\u0434\u043e\u0431\u043d\u0435\u0435 \u0438 \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u043d\u0430 \u043b\u0435\u0442\u0443, \u0432\u043c\u0435\u0441\u0442\u043e \u0442\u043e\u0433\u043e \u0447\u0442\u043e\u0431\u044b \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0442\u044c \u043d\u0430 \u0434\u0438\u0441\u043a, \u0430 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u043e\u0439 \u0437\u0430\u043d\u0438\u043c\u0430\u0442\u044c\u0441\u044f \u043a\u043e\u0433\u0434\u0430-\u043d\u0438\u0431\u0443\u0434\u044c \u043f\u043e\u0442\u043e\u043c. SQL \u0438 NoSQL: \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u0435\u043c\u0441\u044f \u0432 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u044f\u0445 \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445 \u041e\u0434\u043d\u0438 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0438 \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0442 \u0442\u043e\u043b\u044c\u043a\u043e \u0434\u043b\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0441\u0442\u0440\u0438\u043c\u0438\u043d\u0433\u043e\u0432\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u0434\u0440\u0443\u0433\u0438\u0435 \u2014 \u0438\u0441\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0434\u043b\u044f \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0434\u0430\u0432\u043d\u043e \u0445\u0440\u0430\u043d\u044f\u0442\u0441\u044f \u043d\u0430 \u0441\u0435\u0440\u0432\u0438\u0441\u0435. \u0414\u043e\u043f\u0443\u0441\u0442\u0438\u043c, \u043d\u0430\u043c \u043d\u0443\u0436\u043d\u043e \u0443\u0434\u0430\u043b\u0438\u0442\u044c \u043d\u0435\u043d\u0443\u0436\u043d\u044b\u0435 \u0437\u0430\u043f\u0438\u0441\u0438 \u0438 \u0437\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u044c \u043f\u0440\u043e\u043f\u0443\u0449\u0435\u043d\u043d\u044b\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f. \u041d\u0435 \u0434\u043b\u044f \u0432\u0441\u0435\u0445 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u043e\u0432 \u0435\u0441\u0442\u044c \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u043f\u0438\u0441\u0430\u0442\u044c \u0441\u043a\u0440\u0438\u043f\u0442\u044b \u043d\u0430 \u0442\u043e\u043c \u044f\u0437\u044b\u043a\u0435, \u043d\u0430 \u043a\u043e\u0442\u043e\u0440\u043e\u043c \u0445\u043e\u0447\u0435\u0442\u0441\u044f \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0443. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0432 \u0432\u0438\u0434\u0435 \u043e\u0442\u0447\u0435\u0442\u0430, \u0438\u043d\u0444\u043e\u0433\u0440\u0430\u0444\u0438\u043a\u0438, \u043f\u0440\u0435\u0437\u0435\u043d\u0442\u0430\u0446\u0438\u0438. \u0421\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442 \u0432\u0438\u0434\u0438\u0442 \u0441\u0432\u044f\u0437\u044c \u043c\u0435\u0436\u0434\u0443 \u043d\u0430\u0439\u0434\u0435\u043d\u043d\u044b\u043c\u0438 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u044f\u043c\u0438, \u0441\u0440\u0430\u0432\u043d\u0438\u0432\u0430\u0435\u0442 \u0438\u0445. \u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u043c\u0435\u0436\u0434\u0443 Data Mining \u0438 Data Extraction MongoDB, \u043d\u0430\u043f\u0440\u043e\u0442\u0438\u0432, \u043f\u043e\u0434\u043e\u0439\u0434\u0435\u0442 \u0434\u043b\u044f \u0431\u0438\u0437\u043d\u0435\u0441\u043e\u0432 \u0441 \u0431\u044b\u0441\u0442\u0440\u044b\u043c \u0440\u043e\u0441\u0442\u043e\u043c \u0438\u043b\u0438 \u0434\u043b\u044f \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445, \u0432 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043d\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u0435 \u0441\u0445\u0435\u043c\u044b. NoSQL \u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u043e\u0431\u0449\u0438\u0439 \u0444\u043e\u0440\u043c\u0430\u0442 \u0437\u0430\u043f\u0440\u043e\u0441\u0430 (\u043a\u0430\u043a SQL \u0432 \u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0431\u0430\u0437\u0430\u0445 \u0434\u0430\u043d\u043d\u044b\u0445). \u041a\u0430\u0436\u0434\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u0443\u044e \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432. \u041f\u0440\u043e\u0446\u0435\u0441\u0441 \u0432\u043a\u043b\u044e\u0447\u0430\u0435\u0442 \u0440\u0435\u0433\u0440\u0435\u0441\u0441\u0438\u044e, \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044e, \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435, \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u044e, \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u0435 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0446\u0438\u0439 \u0438 \u043c\u043d\u043e\u0433\u043e\u0435 \u0434\u0440\u0443\u0433\u043e\u0435. Data mining \u2014 \u044d\u0442\u043e \u0446\u0435\u043b\u043e\u0441\u0442\u043d\u044b\u0439 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u0441\u0431\u043e\u0440\u0430, \u043e\u0442\u0431\u043e\u0440\u0430, \u043e\u0447\u0438\u0441\u0442\u043a\u0438, \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f \u043e\u0446\u0435\u043d\u043a\u0438 \u0437\u0430\u043a\u043e\u043d\u043e\u043c\u0435\u0440\u043d\u043e\u0441\u0442\u0435\u0439 \u0438, \u0432 \u043a\u043e\u043d\u0435\u0447\u043d\u043e\u043c \u0438\u0442\u043e\u0433\u0435, \u0434\u043b\u044f \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u0446\u0435\u043d\u043d\u043e\u0441\u0442\u0438. \u0414\u0430, \u043a\u043e\u043d\u0435\u0447\u043d\u043e, \u0438 java, \u0438 python \u0442\u043e\u0436\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u2014 \u043d\u043e \u0442\u043e\u043b\u044c\u043a\u043e \u0442\u0430\u043c, \u0433\u0434\u0435 \u044d\u0442\u043e \u0431\u0443\u0434\u0435\u0442 \u0431\u043e\u043b\u0435\u0435 \u0435\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e&#8230; \u0412\u043e\u043e\u0431\u0449\u0435, \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0442\u0443\u0442 \u2014 \u0432\u044b\u043d\u0435\u0441\u0435\u043d\u0438\u0435 \u0432\u0441\u0435\u0433\u043e \u043e\u0431\u0449\u0435\u043d\u0438\u044f \u0441 \u0431\u0430\u0437\u043e\u0439 \u043d\u0430 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0439 \u0443\u0440\u043e\u0432\u0435\u043d\u044c \u043c\u043e\u0434\u0435\u043b\u0438. \u0422\u043e\u0433\u0434\u0430 \u043f\u0440\u0438 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u043c \u043f\u043e\u0440\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438 \u0441 SQLLite \u043d\u0430 Oracle \u043f\u043e\u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u043f\u0435\u0440\u0435\u043f\u0438\u0441\u0430\u0442\u044c \u0442\u043e\u043b\u044c\u043a\u043e \u044d\u0442\u043e\u0442 \u0443\u0440\u043e\u0432\u0435\u043d\u044c. \u041f\u044b\u0442\u0430\u0442\u044c\u0441\u044f \u0436\u0435 \u043f\u0438\u0441\u0430\u0442\u044c \u0441\u043e\u0432\u043c\u0435\u0441\u0442\u0438\u043c\u044b\u0435 SQL -\u0437\u0430\u043f\u0440\u043e\u0441\u044b, \u043c\u043d\u0435 \u043a\u0430\u0436\u0435\u0442\u0441\u044f, \u0431\u0435\u0441\u043f\u043e\u043b\u0435\u0437\u043d\u043e \u2014 \u0441\u043b\u0438\u0448\u043a\u043e\u043c \u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u0431\u0430\u0440\u0434\u0430\u043a \u0432 \u0434\u0438\u0430\u043b\u0435\u043a\u0442\u0430\u0445. \u041a\u043e\u043d\u0435\u0447\u043d\u043e, \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441 \u2013 \u044d\u0442\u043e \u0441\u0443\u0431\u044a\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0439 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440 \u043e\u0446\u0435\u043d\u043a\u0438, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u043c\u044b \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u0442\u0443\u0442 \u0434\u0430\u0432\u0430\u0442\u044c \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u044e; \u0432\u044b\u0431\u0438\u0440\u0430\u0439\u0442\u0435 \u0442\u043e, \u0447\u0442\u043e \u043a\u0430\u0436\u0435\u0442\u0441\u044f \u0432\u0430\u043c \u0431\u043e\u043b\u0435\u0435 \u0438\u043d\u0442\u0443\u0438\u0442\u0438\u0432\u043d\u043e \u043f\u043e\u043d\u044f\u0442\u043d\u044b\u043c. \u041f\u043e\u043b\u043d\u044b\u0439 \u0441\u043f\u0438\u0441\u043e\u043a \u043e\u043f\u0438\u0441\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439 \u043c\u0435\u0436\u0434\u0443 MySQL \u0438 SQL \u0441\u0435\u0440\u0432\u0435\u0440\u043e\u043c \u043c\u043e\u0436\u043d\u043e \u043d\u0430\u0439\u0442\u0438 (\u0430\u043d\u0433\u043b.). \u0412 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0435 \u0441\u043b\u0443\u0447\u0430\u0435\u0432 SQL \u0411\u0414 \u043c\u043e\u0436\u043d\u043e \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0432\u0435\u0440\u0442\u0438\u043a\u0430\u043b\u044c\u043d\u043e, \u0442\u043e \u0435\u0441\u0442\u044c \u043c\u043e\u0436\u043d\u043e \u043f\u0440\u043e\u0432\u043e\u0434\u0438\u0442\u044c \u0443\u0432\u0435\u043b\u0438\u0447\u0435\u043d\u0438\u0435 \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u043d\u0430 \u043a\u0430\u0436\u0434\u043e\u043c \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e\u043c \u0441\u0435\u0440\u0432\u0435\u0440\u0435, \u043f\u043e\u0432\u044b\u0448\u0430\u044f \u043c\u043e\u0449\u043d\u043e\u0441\u0442\u0438 \u0426\u041f, \u041e\u0417\u0423, \u0442\u0432\u0435\u0440\u0434\u043e\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u0434\u0438\u0441\u043a\u0430. NoSQL-\u0421\u0423\u0411\u0414 \u043d\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u0443\u044e \u043c\u043e\u0434\u0435\u043b\u044c \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0437\u0430\u0446\u0438\u0438 \u0434\u0430\u043d\u043d\u044b\u0445. \u0421\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0435\u0442 \u043c\u043d\u043e\u0433\u043e \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0439, \u0440\u0435\u0449\u0430\u044e\u0449\u0438\u0445 \u044d\u0442\u043e\u0442 \u0432\u043e\u043f\u0440\u043e\u0441 \u043f\u043e-\u0441\u0432\u043e\u0435\u043c\u0443, \u0437\u0430\u0447\u0430\u0441\u0442\u0443\u044e \u0432\u0435\u0441\u044c\u043c\u0430 \u0441\u043f\u0435\u0446\u0438\u0444\u0438\u0447\u043d\u043e. \u042d\u0442\u0438 \u0431\u0435\u0441\u0441\u0445\u0435\u043c\u043d\u044b\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0434\u043e\u043f\u0443\u0441\u043a\u0430\u044e\u0442 \u043d\u0435\u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u043d\u043e\u0435 \u0444\u043e\u0440\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0437\u0430\u043f\u0438\u0441\u0435\u0439 \u0438 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u0432\u0438\u0434\u0435 \u043a\u043b\u044e\u0447-\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435. 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Read More","og_url":"http:\/\/uat-wp.suprabhatiti.com\/as\/vakansija-programme-officer-data-analyst-sc8\/","og_site_name":"Suprabhat ITI","article_published_time":"2021-10-22T19:45:52+00:00","article_modified_time":"2023-04-26T18:09:11+00:00","author":"Suprabhat Editorial Team","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Suprabhat Editorial Team","Est. reading time":"1 \u09ae\u09bf\u09a8\u09bf\u099f"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"http:\/\/uat-wp.suprabhatiti.com\/vakansija-programme-officer-data-analyst-sc8\/","url":"http:\/\/uat-wp.suprabhatiti.com\/vakansija-programme-officer-data-analyst-sc8\/","name":"\u0412\u0430\u043a\u0430\u043d\u0441\u0438\u044f: Programme Officer Data Analyst, SC8, \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f World Food Programme, \u0440\u0430\u0431\u043e\u0442\u0430 \u0432 \u041a\u0438\u0435\u0432\u0435 - Suprabhat ITI","isPartOf":{"@id":"http:\/\/uat-wp.suprabhatiti.com\/#website"},"datePublished":"2021-10-22T19:45:52+00:00","dateModified":"2023-04-26T18:09:11+00:00","author":{"@id":"http:\/\/uat-wp.suprabhatiti.com\/#\/schema\/person\/7b66e5dd9d2fdb8867140aee5802430f"},"breadcrumb":{"@id":"http:\/\/uat-wp.suprabhatiti.com\/vakansija-programme-officer-data-analyst-sc8\/#breadcrumb"},"inLanguage":"as","potentialAction":[{"@type":"ReadAction","target":["http:\/\/uat-wp.suprabhatiti.com\/vakansija-programme-officer-data-analyst-sc8\/"]}]},{"@type":"BreadcrumbList","@id":"http:\/\/uat-wp.suprabhatiti.com\/vakansija-programme-officer-data-analyst-sc8\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"http:\/\/uat-wp.suprabhatiti.com\/"},{"@type":"ListItem","position":2,"name":"\u0412\u0430\u043a\u0430\u043d\u0441\u0438\u044f: Programme Officer Data Analyst, SC8, \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f World Food Programme, \u0440\u0430\u0431\u043e\u0442\u0430 \u0432 \u041a\u0438\u0435\u0432\u0435"}]},{"@type":"WebSite","@id":"http:\/\/uat-wp.suprabhatiti.com\/#website","url":"http:\/\/uat-wp.suprabhatiti.com\/","name":"Suprabhat ITI","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"http:\/\/uat-wp.suprabhatiti.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"as"},{"@type":"Person","@id":"http:\/\/uat-wp.suprabhatiti.com\/#\/schema\/person\/7b66e5dd9d2fdb8867140aee5802430f","name":"Suprabhat Editorial Team","image":{"@type":"ImageObject","inLanguage":"as","@id":"http:\/\/uat-wp.suprabhatiti.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/67dbbff9c808f512916d779e0eecc0193463b993f3be135d1851daa622bdec86?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/67dbbff9c808f512916d779e0eecc0193463b993f3be135d1851daa622bdec86?s=96&d=mm&r=g","caption":"Suprabhat Editorial Team"},"url":"http:\/\/uat-wp.suprabhatiti.com\/as\/author\/suprabhat\/"}]}},"_links":{"self":[{"href":"http:\/\/uat-wp.suprabhatiti.com\/as\/wp-json\/wp\/v2\/posts\/2209","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/uat-wp.suprabhatiti.com\/as\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/uat-wp.suprabhatiti.com\/as\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/uat-wp.suprabhatiti.com\/as\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"http:\/\/uat-wp.suprabhatiti.com\/as\/wp-json\/wp\/v2\/comments?post=2209"}],"version-history":[{"count":1,"href":"http:\/\/uat-wp.suprabhatiti.com\/as\/wp-json\/wp\/v2\/posts\/2209\/revisions"}],"predecessor-version":[{"id":2210,"href":"http:\/\/uat-wp.suprabhatiti.com\/as\/wp-json\/wp\/v2\/posts\/2209\/revisions\/2210"}],"wp:attachment":[{"href":"http:\/\/uat-wp.suprabhatiti.com\/as\/wp-json\/wp\/v2\/media?parent=2209"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/uat-wp.suprabhatiti.com\/as\/wp-json\/wp\/v2\/categories?post=2209"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/uat-wp.suprabhatiti.com\/as\/wp-json\/wp\/v2\/tags?post=2209"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}