{"id":31,"date":"2025-04-08T01:02:56","date_gmt":"2025-04-08T01:02:56","guid":{"rendered":"https:\/\/bigdata.studyedu.kz\/?page_id=31"},"modified":"2025-04-08T01:02:56","modified_gmt":"2025-04-08T01:02:56","slug":"%d2%af%d0%bb%d0%ba%d0%b5%d0%bd-%d0%b4%d0%b5%d1%80%d0%b5%d0%ba%d1%82%d0%b5%d1%80%d0%b4%d1%96-%d3%a9%d2%a3%d0%b4%d0%b5%d1%83-%d0%ba%d0%b5%d0%b7%d0%b5%d2%a3%d0%b4%d0%b5%d1%80%d1%96","status":"publish","type":"page","link":"https:\/\/bigdata.studyedu.kz\/?page_id=31","title":{"rendered":"\u04ae\u043b\u043a\u0435\u043d \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u04e9\u04a3\u0434\u0435\u0443 \u043a\u0435\u0437\u0435\u04a3\u0434\u0435\u0440\u0456"},"content":{"rendered":"\n<p><strong>\u0422\u0430\u049b\u044b\u0440\u044b\u043f:<\/strong> Big Data \u049b\u0430\u043b\u0430\u0439 \u04e9\u04a3\u0434\u0435\u043b\u0435\u0434\u0456 \u0436\u04d9\u043d\u0435 \u043e\u043d\u044b \u043c\u0435\u043a\u0442\u0435\u043f\u0442\u0435 \u049b\u0430\u043b\u0430\u0439 \u049b\u043e\u043b\u0434\u0430\u043d\u0443\u0493\u0430 \u0431\u043e\u043b\u0430\u0434\u044b?<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83c\udfaf <strong>\u041c\u0430\u049b\u0441\u0430\u0442\u044b:<\/strong><\/h3>\n\n\n\n<p>Big Data-\u043d\u044b <strong>\u049b\u0430\u0434\u0430\u043c-\u049b\u0430\u0434\u0430\u043c\u043c\u0435\u043d \u04e9\u04a3\u0434\u0435\u0443 \u043f\u0440\u043e\u0446\u0435\u0441\u0456\u043d<\/strong> \u0442\u04af\u0441\u0456\u043d\u0434\u0456\u0440\u0443 \u0436\u04d9\u043d\u0435 \u043e\u049b\u0443\u0448\u044b\u0493\u0430 \u043e\u043d\u044b\u04a3 <strong>\u0431\u0456\u043b\u0456\u043c \u0431\u0435\u0440\u0443 \u0441\u0430\u043b\u0430\u0441\u044b\u043d\u0434\u0430, \u04d9\u0441\u0456\u0440\u0435\u0441\u0435 \u043c\u0435\u043a\u0442\u0435\u043f\u0442\u0435<\/strong> \u049b\u0430\u043b\u0430\u0439 \u049b\u043e\u043b\u0434\u0430\u043d\u044b\u043b\u0430\u0442\u044b\u043d\u044b\u043d \u043a\u04e9\u0440\u0441\u0435\u0442\u0443.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udcd8 <strong>Big Data \u04e9\u04a3\u0434\u0435\u0443 \u043a\u0435\u0437\u0435\u04a3\u0434\u0435\u0440\u0456:<\/strong><\/h3>\n\n\n\n<p>Big Data-\u043c\u0435\u043d \u0436\u04b1\u043c\u044b\u0441 \u0456\u0441\u0442\u0435\u0443 \u0442\u0435\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0436\u0438\u043d\u0430\u0443\u0434\u0430\u043d \u0442\u04b1\u0440\u043c\u0430\u0439\u0434\u044b. \u041e\u043b \u0431\u0456\u0440\u043d\u0435\u0448\u0435 \u043c\u0430\u04a3\u044b\u0437\u0434\u044b <strong>\u043a\u0435\u0437\u0435\u04a3\u0434\u0435\u0440\u0434\u0435\u043d<\/strong> \u0442\u04b1\u0440\u0430\u0434\u044b:<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udfe1 <strong>1. \u0414\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0436\u0438\u043d\u0430\u0443<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0410\u049b\u043f\u0430\u0440\u0430\u0442 <strong>\u04d9\u043b\u0435\u0443\u043c\u0435\u0442\u0442\u0456\u043a \u0436\u0435\u043b\u0456\u0434\u0435\u043d<\/strong>, <strong>\u049b\u043e\u0441\u044b\u043c\u0448\u0430\u043b\u0430\u0440\u0434\u0430\u043d<\/strong>, <strong>\u049b\u04b1\u0440\u044b\u043b\u0493\u044b\u043b\u0430\u0440\u0434\u0430\u043d<\/strong>, <strong>\u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u0434\u044b\u049b \u0436\u04af\u0439\u0435\u043b\u0435\u0440\u0434\u0435\u043d<\/strong> \u0436\u0438\u043d\u0430\u043b\u0430\u0434\u044b.<\/li>\n\n\n\n<li>\u041c\u0435\u043a\u0442\u0435\u043f \u043c\u044b\u0441\u0430\u043b\u044b: \u043e\u049b\u0443\u0448\u044b\u043b\u0430\u0440\u0434\u044b\u04a3 \u0441\u0430\u0431\u0430\u049b\u049b\u0430 \u049b\u0430\u0442\u044b\u0441\u0443\u044b, \u0431\u0430\u0493\u0430\u043b\u0430\u0440\u044b, \u0442\u0435\u0441\u0442 \u043d\u04d9\u0442\u0438\u0436\u0435\u043b\u0435\u0440\u0456, \u0442\u0430\u043f\u0441\u044b\u0440\u043c\u0430 \u0443\u0430\u049b\u044b\u0442\u044b \u0442.\u0431.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udfe0 <strong>2. \u0421\u0430\u049b\u0442\u0430\u0443<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0414\u0435\u0440\u0435\u043a\u0442\u0435\u0440 <strong>\u0441\u0435\u0440\u0432\u0435\u0440\u0434\u0435<\/strong>, <strong>\u0431\u04b1\u043b\u0442\u0442\u044b\u049b \u0441\u0430\u049b\u0442\u0430\u0443 \u0436\u04af\u0439\u0435\u0441\u0456\u043d\u0434\u0435<\/strong> (\u043c\u044b\u0441\u0430\u043b\u044b, Google Drive, Firebase) \u043e\u0440\u043d\u0430\u043b\u0430\u0441\u0442\u044b\u0440\u044b\u043b\u0430\u0434\u044b.<\/li>\n\n\n\n<li>\u04ae\u043b\u043a\u0435\u043d \u043a\u04e9\u043b\u0435\u043c\u0434\u0435\u0433\u0456 \u0434\u0435\u0440\u0435\u043a \u04af\u0448\u0456\u043d \u0430\u0440\u043d\u0430\u0439\u044b \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430\u043b\u0430\u0440 (Hadoop, BigQuery) \u049b\u043e\u043b\u0434\u0430\u043d\u044b\u043b\u0430\u0434\u044b.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udd35 <strong>3. \u04e8\u04a3\u0434\u0435\u0443<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0410\u0440\u043d\u0430\u0439\u044b \u0431\u0430\u0493\u0434\u0430\u0440\u043b\u0430\u043c\u0430\u043b\u0430\u0440 \u0434\u0435\u0440\u0435\u043a\u0442\u0456 <strong>\u0442\u0430\u0437\u0430\u043b\u0430\u0439\u0434\u044b<\/strong>, <strong>\u049b\u0430\u0442\u0435\u0441\u0456\u043d \u0436\u04e9\u043d\u0434\u0435\u0439\u0434\u0456<\/strong>, <strong>\u049b\u04b1\u0440\u044b\u043b\u044b\u043c\u0434\u0430\u0439\u0434\u044b<\/strong>.<\/li>\n\n\n\n<li>Python, SQL \u0441\u0438\u044f\u049b\u0442\u044b \u0442\u0456\u043b\u0434\u0435\u0440 \u2013 \u04e9\u04a3\u0434\u0435\u0443 \u049b\u04b1\u0440\u0430\u043b\u044b.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udfe2 <strong>4. \u0422\u0430\u043b\u0434\u0430\u0443<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0411\u04b1\u043b \u043a\u0435\u0437\u0435\u04a3\u0434\u0435 <strong>\u0434\u0435\u0440\u0435\u043a\u0442\u0435\u043d \u043c\u0430\u0493\u044b\u043d\u0430 \u0448\u044b\u0493\u0430\u0440\u0443<\/strong> \u0431\u0430\u0441\u0442\u0430\u043b\u0430\u0434\u044b.<\/li>\n\n\n\n<li>\u0410\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0430 \u049b\u04b1\u0440\u0430\u043b\u0434\u0430\u0440\u044b \u04af\u043b\u0433\u0456\u043d\u0456, \u0442\u0435\u043d\u0434\u0435\u043d\u0446\u0438\u044f\u043d\u044b, \u0430\u0443\u044b\u0442\u049b\u0443\u0434\u044b \u0442\u0430\u0431\u0430\u0434\u044b.<\/li>\n\n\n\n<li>\u041c\u0435\u043a\u0442\u0435\u043f\u0442\u0435: \u043e\u049b\u0443\u0448\u044b\u043b\u0430\u0440\u0434\u044b\u04a3 \u04af\u043b\u0433\u0435\u0440\u0456\u043c \u0434\u0438\u043d\u0430\u043c\u0438\u043a\u0430\u0441\u044b, \u04af\u0439 \u0442\u0430\u043f\u0441\u044b\u0440\u043c\u0430\u0441\u044b\u043d \u0442\u0430\u043f\u0441\u044b\u0440\u0443 \u0436\u0438\u0456\u043b\u0456\u0433\u0456.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udd34 <strong>5. \u0412\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0436\u04d9\u043d\u0435 \u0448\u0435\u0448\u0456\u043c \u049b\u0430\u0431\u044b\u043b\u0434\u0430\u0443<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0410\u043b\u044b\u043d\u0493\u0430\u043d \u043d\u04d9\u0442\u0438\u0436\u0435 <strong>\u0433\u0440\u0430\u0444\u0438\u043a, \u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u0430, \u043a\u0430\u0440\u0442\u0430<\/strong> \u0430\u0440\u049b\u044b\u043b\u044b \u04b1\u0441\u044b\u043d\u044b\u043b\u0430\u0434\u044b.<\/li>\n\n\n\n<li>\u041c\u0435\u043a\u0442\u0435\u043f\u0442\u0435: \u0434\u0438\u0440\u0435\u043a\u0442\u043e\u0440 \u043d\u0435\u043c\u0435\u0441\u0435 \u043c\u04b1\u0493\u0430\u043b\u0456\u043c \u043e\u0441\u044b \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440 \u0430\u0440\u049b\u044b\u043b\u044b <strong>\u0448\u0435\u0448\u0456\u043c<\/strong> \u049b\u0430\u0431\u044b\u043b\u0434\u0430\u0439\u0434\u044b<br>(\u043c\u044b\u0441\u0430\u043b\u044b: \u049b\u043e\u0441\u044b\u043c\u0448\u0430 \u0441\u0430\u0431\u0430\u049b \u049b\u0430\u0436\u0435\u0442 \u043f\u0435, \u049b\u0430\u043d\u0434\u0430\u0439 \u0442\u0430\u049b\u044b\u0440\u044b\u043f \u049b\u0438\u044b\u043d, \u0441\u044b\u043d\u044b\u043f \u049b\u0430\u0439 \u0431\u0430\u0493\u044b\u0442\u0442\u0430 \u04d9\u043b\u0441\u0456\u0437).<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83c\udfeb <strong>Big Data \u043e\u0440\u0442\u0430 \u043c\u0435\u043a\u0442\u0435\u043f\u0442\u0435 \u049b\u0430\u043b\u0430\u0439 \u049b\u043e\u043b\u0434\u0430\u043d\u044b\u043b\u0430\u0434\u044b?<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udcca <strong>1. \u042d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u0434\u044b \u0436\u0443\u0440\u043d\u0430\u043b\u0434\u0430\u0440<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u041e\u049b\u0443\u0448\u044b\u043d\u044b\u04a3 \u0431\u0430\u0493\u0430\u043b\u0430\u0440\u044b, \u049b\u0430\u0442\u044b\u0441\u0443\u044b, \u0442\u0435\u0441\u0442 \u043d\u04d9\u0442\u0438\u0436\u0435\u043b\u0435\u0440\u0456 \u2014 \u0431\u0430\u0440\u043b\u044b\u0493\u044b <strong>\u0436\u04af\u0439\u0435\u0433\u0435 \u0435\u043d\u0433\u0456\u0437\u0456\u043b\u0435\u0434\u0456<\/strong>.<\/li>\n\n\n\n<li>\u0416\u04af\u0439\u0435 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0442\u044b \u0442\u04af\u0440\u0434\u0435 <strong>\u04af\u043b\u0433\u0435\u0440\u0456\u043c\u0456 \u0442\u04e9\u043c\u0435\u043d \u043e\u049b\u0443\u0448\u044b\u043b\u0430\u0440\u0434\u044b<\/strong> \u0431\u0435\u043b\u0433\u0456\u043b\u0435\u0439 \u0430\u043b\u0430\u0434\u044b.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83e\udd16 <strong>2. \u0416\u0430\u0441\u0430\u043d\u0434\u044b \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442 \u043d\u0435\u0433\u0456\u0437\u0456\u043d\u0434\u0435 \u0431\u0435\u0439\u0456\u043c\u0434\u0435\u043b\u0433\u0435\u043d \u043e\u049b\u044b\u0442\u0443<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u041e\u043d\u043b\u0430\u0439\u043d \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430\u043b\u0430\u0440 (\u043c\u044b\u0441\u0430\u043b\u044b: BilimLand, Khan Academy) \u043e\u049b\u0443\u0448\u044b\u043d\u044b\u04a3 <strong>\u0436\u0435\u043a\u0435 \u0434\u0435\u04a3\u0433\u0435\u0439\u0456\u043d\u0435<\/strong> \u049b\u0430\u0440\u0430\u0439 \u0442\u0430\u043f\u0441\u044b\u0440\u043c\u0430 \u04b1\u0441\u044b\u043d\u0430\u0434\u044b.<\/li>\n\n\n\n<li>\u0411\u04b1\u043b \u2013 <strong>\u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0433\u0435 \u043d\u0435\u0433\u0456\u0437\u0434\u0435\u043b\u0433\u0435\u043d \u043e\u049b\u044b\u0442\u0443<\/strong> (data-driven learning).<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83e\uddd1\u200d\ud83c\udfeb <strong>3. \u041c\u04b1\u0493\u0430\u043b\u0456\u043c\u0434\u0435\u0440 \u04af\u0448\u0456\u043d \u043a\u04e9\u043c\u0435\u043a<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u041c\u04b1\u0493\u0430\u043b\u0456\u043c \u043e\u049b\u0443 \u043f\u0440\u043e\u0446\u0435\u0441\u0456\u043d <strong>\u0436\u044b\u043b\u0434\u0430\u043c \u0442\u0430\u043b\u0434\u0430\u0439 \u0430\u043b\u0430\u0434\u044b<\/strong>:<br>\u2013 \u049a\u0430\u0439 \u043e\u049b\u0443\u0448\u044b \u0436\u0438\u0456 \u043a\u0435\u0448\u0456\u043a\u0442\u0456?<br>\u2013 \u049a\u0430\u0439 \u043e\u049b\u0443\u0448\u044b \u0442\u0430\u043f\u0441\u044b\u0440\u043c\u0430\u043b\u0430\u0440\u0434\u044b \u0443\u0430\u049b\u044b\u0442\u044b\u043d\u0434\u0430 \u043e\u0440\u044b\u043d\u0434\u0430\u043c\u0430\u0439\u0434\u044b?<br>\u2013 \u049a\u0430\u0439 \u043f\u04d9\u043d\u043d\u0435\u043d \u04af\u043b\u0433\u0435\u0440\u0456\u043c \u043d\u0430\u0448\u0430\u0440\u043b\u0430\u043f \u043a\u0435\u0442\u0442\u0456?<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83e\udde0 <strong>4. \u041c\u0435\u043a\u0442\u0435\u043f \u04d9\u043a\u0456\u043c\u0448\u0456\u043b\u0456\u0433\u0456 \u04af\u0448\u0456\u043d \u0448\u0435\u0448\u0456\u043c \u049b\u0430\u0431\u044b\u043b\u0434\u0430\u0443 \u049b\u04b1\u0440\u0430\u043b\u044b<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0421\u044b\u043d\u044b\u043f\u0442\u0430\u0440, \u043c\u04b1\u0493\u0430\u043b\u0456\u043c\u0434\u0435\u0440, \u043e\u049b\u0443\u0448\u044b\u043b\u0430\u0440 \u0442\u0443\u0440\u0430\u043b\u044b \u0436\u0438\u043d\u0430\u049b\u0442\u0430\u043b\u0493\u0430\u043d \u0434\u0435\u0440\u0435\u043a <strong>\u0442\u0430\u043b\u0434\u0430\u0443\u0493\u0430 \u0436\u04d9\u043d\u0435 \u0431\u043e\u043b\u0436\u0430\u0443\u0493\u0430<\/strong> \u043a\u04e9\u043c\u0435\u043a\u0442\u0435\u0441\u0435\u0434\u0456:<ul><li>\u041c\u0430\u043c\u0430\u043d \u0436\u0435\u0442\u0456\u0441\u043f\u0435\u0439\u0442\u0456\u043d \u043f\u04d9\u043d\u0434\u0435\u0440<\/li><\/ul><ul><li>\u0416\u0430\u04a3\u0430 \u0436\u0430\u0431\u0434\u044b\u049b \u049b\u0430\u0436\u0435\u0442 \u0441\u044b\u043d\u044b\u043f\u0442\u0430\u0440<\/li><\/ul>\n<ul class=\"wp-block-list\">\n<li>\u049a\u043e\u0441\u044b\u043c\u0448\u0430 \u04af\u0439\u0456\u0440\u043c\u0435\u043b\u0435\u0440\u0434\u0456\u04a3 \u049b\u0430\u0436\u0435\u0442\u0442\u0456\u043b\u0456\u0433\u0456<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u2753 <strong>\u041e\u049b\u0443\u0448\u044b\u0493\u0430 \u0441\u04b1\u0440\u0430\u049b:<\/strong><\/h3>\n\n\n\n<p>\u0415\u0433\u0435\u0440 \u0441\u0435\u043d \u043c\u0435\u043a\u0442\u0435\u043f \u0434\u0438\u0440\u0435\u043a\u0442\u043e\u0440\u044b\u043d\u0430 Big Data \u0430\u0440\u049b\u044b\u043b\u044b \u0448\u0435\u0448\u0456\u043c \u049b\u0430\u0431\u044b\u043b\u0434\u0430\u0443\u0493\u0430 \u043a\u04e9\u043c\u0435\u043a\u0442\u0435\u0441\u0435\u0442\u0456\u043d \u0436\u04af\u0439\u0435 \u04b1\u0441\u044b\u043d\u0441\u0430\u04a3, \u043e\u043b \u049b\u0430\u043d\u0434\u0430\u0439 \u0431\u043e\u043b\u0430\u0440 \u0435\u0434\u0456?<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0422\u0430\u049b\u044b\u0440\u044b\u043f: Big Data \u049b\u0430\u043b\u0430\u0439 \u04e9\u04a3\u0434\u0435\u043b\u0435\u0434\u0456 \u0436\u04d9\u043d\u0435 \u043e\u043d\u044b \u043c\u0435\u043a\u0442\u0435\u043f\u0442\u0435 \u049b\u0430\u043b\u0430\u0439 \u049b\u043e\u043b\u0434\u0430\u043d\u0443\u0493\u0430 \u0431\u043e\u043b\u0430\u0434\u044b? \ud83c\udfaf \u041c\u0430\u049b\u0441\u0430\u0442\u044b: Big Data-\u043d\u044b \u049b\u0430\u0434\u0430\u043c-\u049b\u0430\u0434\u0430\u043c\u043c\u0435\u043d \u04e9\u04a3\u0434\u0435\u0443 \u043f\u0440\u043e\u0446\u0435\u0441\u0456\u043d \u0442\u04af\u0441\u0456\u043d\u0434\u0456\u0440\u0443 \u0436\u04d9\u043d\u0435 \u043e\u049b\u0443\u0448\u044b\u0493\u0430 \u043e\u043d\u044b\u04a3 \u0431\u0456\u043b\u0456\u043c \u0431\u0435\u0440\u0443 \u0441\u0430\u043b\u0430\u0441\u044b\u043d\u0434\u0430, \u04d9\u0441\u0456\u0440\u0435\u0441\u0435 \u043c\u0435\u043a\u0442\u0435\u043f\u0442\u0435 \u049b\u0430\u043b\u0430\u0439 \u049b\u043e\u043b\u0434\u0430\u043d\u044b\u043b\u0430\u0442\u044b\u043d\u044b\u043d \u043a\u04e9\u0440\u0441\u0435\u0442\u0443. \ud83d\udcd8 Big Data \u04e9\u04a3\u0434\u0435\u0443 \u043a\u0435\u0437\u0435\u04a3\u0434\u0435\u0440\u0456: Big Data-\u043c\u0435\u043d \u0436\u04b1\u043c\u044b\u0441 \u0456\u0441\u0442\u0435\u0443 \u0442\u0435\u043a \u0434\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0436\u0438\u043d\u0430\u0443\u0434\u0430\u043d \u0442\u04b1\u0440\u043c\u0430\u0439\u0434\u044b. \u041e\u043b \u0431\u0456\u0440\u043d\u0435\u0448\u0435 \u043c\u0430\u04a3\u044b\u0437\u0434\u044b \u043a\u0435\u0437\u0435\u04a3\u0434\u0435\u0440\u0434\u0435\u043d \u0442\u04b1\u0440\u0430\u0434\u044b: \ud83d\udfe1 1. \u0414\u0435\u0440\u0435\u043a\u0442\u0435\u0440\u0434\u0456 \u0436\u0438\u043d\u0430\u0443 \ud83d\udfe0 2. \u0421\u0430\u049b\u0442\u0430\u0443 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-31","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/bigdata.studyedu.kz\/index.php?rest_route=\/wp\/v2\/pages\/31","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bigdata.studyedu.kz\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/bigdata.studyedu.kz\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/bigdata.studyedu.kz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bigdata.studyedu.kz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=31"}],"version-history":[{"count":1,"href":"https:\/\/bigdata.studyedu.kz\/index.php?rest_route=\/wp\/v2\/pages\/31\/revisions"}],"predecessor-version":[{"id":32,"href":"https:\/\/bigdata.studyedu.kz\/index.php?rest_route=\/wp\/v2\/pages\/31\/revisions\/32"}],"wp:attachment":[{"href":"https:\/\/bigdata.studyedu.kz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=31"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}