{"id":23655,"date":"2023-01-15T15:47:46","date_gmt":"2023-01-15T12:47:46","guid":{"rendered":"https:\/\/klona.ua\/blog\/uncategorized-uk\/big-data-velyki-dani-shho-navishho-i-yak"},"modified":"2023-05-10T18:03:27","modified_gmt":"2023-05-10T15:03:27","slug":"big-data-velyki-dani-shho-navishho-i-yak","status":"publish","type":"post","link":"https:\/\/klona.ua\/uk\/blog\/artificial-intelligence-uk\/big-data-velyki-dani-shho-navishho-i-yak","title":{"rendered":"BIG DATA (\u0412\u0415\u041b\u0418\u041a\u0406 \u0414\u0410\u041d\u0406): \u0429\u041e, \u041d\u0410\u0412\u0406\u0429\u041e \u0406 \u042f\u041a?"},"content":{"rendered":"\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-36 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-2 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<p class=\"has-text-align-left\">\u0417 \u043a\u043e\u0436\u043d\u0438\u043c \u043f\u043e\u0448\u0443\u043a\u043e\u043c \u0432 \u0406\u043d\u0442\u0435\u0440\u043d\u0435\u0442\u0456, \u0437 \u043a\u043e\u0436\u043d\u0438\u043c \u043b\u0430\u0439\u043a\u043e\u043c \u0443 \u0441\u043e\u0446\u043c\u0435\u0440\u0435\u0436\u0430\u0445, \u0437 \u043a\u043e\u0436\u043d\u043e\u044e \u043e\u043d\u043b\u0430\u0439\u043d-\u043f\u043e\u043a\u0443\u043f\u043a\u043e\u044e, \u0437 \u043a\u043e\u0436\u043d\u0438\u043c \u0437\u0430\u043c\u043e\u0432\u043b\u0435\u043d\u0438\u043c \u043a\u0432\u0438\u0442\u043a\u043e\u043c \u0432\u0438 \u0433\u0435\u043d\u0435\u0440\u0443\u0454\u0442\u0435 \u0434\u0430\u043d\u0456 \u043f\u0440\u043e \u0441\u0435\u0431\u0435. \u0410 \u0442\u0430\u043a\u0438\u0445 \u0430\u043a\u0442\u0438\u0432\u043d\u0438\u0445 \u043a\u043e\u0440\u0438\u0441\u0442\u0443\u0432\u0430\u0447\u0456\u0432 \u043c\u0435\u0440\u0435\u0436\u0456, \u044f\u043a \u0432\u0438, \u043f\u043e\u043d\u0430\u0434 4 \u043c\u0456\u043b\u044c\u044f\u0440\u0434\u0438. \u0423\u044f\u0432\u0456\u0442\u044c \u043e\u0431\u0441\u044f\u0433\u0438 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457!<\/p>\n\n\n\n<p class=\"has-text-align-left\">\u0414\u043e \u0447\u043e\u0433\u043e \u0442\u043e\u0434\u0456 \u0442\u0443\u0442 \u0432\u0435\u043b\u0438\u043a\u0456 \u0434\u0430\u043d\u0456, \u0447\u0438 Big Data?<\/p>\n\n\n\n<p class=\"has-text-align-left\">\u041b\u0438\u0448\u0435 \u0437\u0430 \u043e\u0441\u0442\u0430\u043d\u043d\u0456 \u0434\u0432\u0430 \u0440\u043e\u043a\u0438 \u0431\u0443\u043b\u043e \u0437\u0433\u0435\u043d\u0435\u0440\u043e\u0432\u0430\u043d\u043e 90% \u0441\u0432\u0456\u0442\u043e\u0432\u0438\u0445 \u0434\u0430\u043d\u0438\u0445. \u0429\u043e\u0434\u043d\u044f \u0441\u0442\u0432\u043e\u0440\u044e\u0454\u0442\u044c\u0441\u044f 2,5 10 <sup>18<\/sup> \u0431\u0430\u0439\u0442 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457. \u0426\u044f \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u044f \u043d\u0430\u0441\u0442\u0456\u043b\u044c\u043a\u0438 \u0441\u043a\u043b\u0430\u0434\u043d\u0430 \u0442\u0430 \u0432\u0435\u043b\u0438\u043a\u0430, \u0449\u043e \u0457\u0457 \u0441\u043a\u043b\u0430\u0434\u043d\u043e \u043f\u0440\u043e\u0430\u043d\u0430\u043b\u0456\u0437\u0443\u0432\u0430\u0442\u0438 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e <a href=\"https:\/\/aws.amazon.com\/ru\/relational-database\/\">\u0440\u0435\u043b\u044f\u0446\u0456\u0439\u043d\u043e\u0457 \u0431\u0430\u0437\u0438 \u0434\u0430\u043d\u0438\u0445<\/a> . \u0422\u043e\u043c\u0443 \u0431\u0443\u043b\u043e \u0432\u0432\u0435\u0434\u0435\u043d\u043e \u043e\u043a\u0440\u0435\u043c\u0438\u0439 \u0442\u0435\u0440\u043c\u0456\u043d Big Data, \u044f\u043a\u0438\u0439 \u043c\u0430\u0454 \u0441\u0432\u043e\u0457 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0438 \u0442\u0430 \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0440\u043e\u0431\u043e\u0442\u0438.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<div class=\"wp-block-cover alignleft is-light\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\"><\/span><img fetchpriority=\"high\" decoding=\"async\" width=\"600\" height=\"800\" class=\"wp-block-cover__image-background wp-image-18272\" alt=\"\u0431\u043e\u043b\u044c\u0448\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u043f\u043e\u0442\u043e\u043a Big data \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0438\n\" src=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/a3621686610283.5e7a7d6555a7a-1-1.png\" data-object-fit=\"cover\" srcset=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/a3621686610283.5e7a7d6555a7a-1-1.png 600w, https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/a3621686610283.5e7a7d6555a7a-1-1-225x300.png 225w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<p class=\"has-text-align-center has-large-font-size\"><\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-25 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-24 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-23 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-34 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-3 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-1 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-yoast-seo-table-of-contents yoast-table-of-contents\"><h2>\u0417\u043c\u0456\u0441\u0442<\/h2><ul><li><a href=\"#h-%D1%87%D1%82%D0%BE-%D1%82%D0%B0%D0%BA%D0%BE%D0%B5-big-data\" data-level=\"2\">\u0429\u043e \u0442\u0430\u043a\u0435 Big Data?<\/a><ul><li><a href=\"#h-%D0%BD%D0%B0%D1%81%D0%BA%D0%BE%D0%BB%D1%8C%D0%BA%D0%BE-%D0%B2%D0%B5%D0%BB%D0%B8%D0%BA%D0%B8-%D0%B1%D0%BE%D0%BB%D1%8C%D1%88%D0%B8%D0%B5-%D0%B4%D0%B0%D0%BD%D0%BD%D1%8B%D0%B5\" data-level=\"3\">\u041d\u0430\u0441\u043a\u0456\u043b\u044c\u043a\u0438 \u0432\u0435\u043b\u0438\u043a\u0456 \u0434\u0430\u043d\u0456?<\/a><\/li><li><a href=\"#h-%D0%BA%D0%B0%D0%BA%D0%B8%D0%B5-%D0%B1%D1%8B%D0%B2%D0%B0%D1%8E%D1%82-%D0%B1%D0%BE%D0%BB%D1%8C%D1%88%D0%B8%D0%B5-%D0%B4%D0%B0%D0%BD%D0%BD%D1%8B%D0%B5\" data-level=\"3\">\u042f\u043a\u0456 \u0432\u0435\u043b\u0438\u043a\u0456 \u0434\u0430\u043d\u0456 \u0431\u0443\u0432\u0430\u044e\u0442\u044c?<\/a><\/li><li><a href=\"#h-%D1%81%D0%B2%D0%BE%D0%B9%D1%81%D1%82%D0%B2%D0%B0-3v-5v-big-data\" data-level=\"3\">\u0412\u043b\u0430\u0441\u0442\u0438\u0432\u043e\u0441\u0442\u0456 3V, 5V Big Data<\/a><\/li><li><a href=\"#h-%D0%BE%D1%82%D0%BA%D1%83%D0%B4%D0%B0-%D0%B1%D0%B5%D1%80%D1%83%D1%82-%D0%B1%D0%BE%D0%BB%D1%8C%D1%88%D0%B8%D0%B5-%D0%B4%D0%B0%D0%BD%D0%BD%D1%8B%D0%B5\" data-level=\"3\">\u0417\u0432\u0456\u0434\u043a\u0438 \u0431\u0435\u0440\u0443\u0442\u044c \u0432\u0435\u043b\u0438\u0447\u0435\u0437\u043d\u0456 \u0434\u0430\u043d\u0456?<\/a><\/li><\/ul><\/li><li><a href=\"#h-%D0%B7%D0%B0%D1%87%D0%B5%D0%BC-%D0%B8%D1%81%D0%BF%D0%BE%D0%BB%D1%8C%D0%B7%D0%BE%D0%B2%D0%B0%D1%82%D1%8C-big-data-%D0%BF%D1%80%D0%B5%D0%B8%D0%BC%D1%83%D1%89%D0%B5%D1%81%D1%82%D0%B2%D0%B0-%D1%82%D0%B5%D1%85%D0%BD%D0%BE%D0%BB%D0%BE%D0%B3%D0%B8%D0%B8-%D0%B1%D0%BE%D0%BB%D1%8C%D1%88%D0%B8%D1%85-%D0%B4%D0%B0%D0%BD%D0%BD%D1%8B%D1%85\" data-level=\"2\">\u041d\u0430\u0432\u0456\u0449\u043e \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 Big Data? \u041f\u0435\u0440\u0435\u0432\u0430\u0433\u0438 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0457 \u0432\u0435\u043b\u0438\u043a\u0438\u0445 \u0434\u0430\u043d\u0438\u0445<\/a><\/li><li><a href=\"#h-%D1%87%D1%82%D0%BE-%D1%82%D0%B0%D0%BA%D0%BE%D0%B5-%D0%B0%D0%BD%D0%B0%D0%BB%D0%B8%D1%82%D0%B8%D0%BA%D0%B0-%D0%B1%D0%BE%D0%BB%D1%8C%D1%88%D0%B8%D1%85-%D0%B4%D0%B0%D0%BD%D0%BD%D1%8B%D1%85\" data-level=\"2\">\u0429\u043e \u0442\u0430\u043a\u0435 \u0430\u043d\u0430\u043b\u0456\u0442\u0438\u043a\u0430 \u0432\u0435\u043b\u0438\u043a\u0438\u0445 \u0434\u0430\u043d\u0438\u0445?<\/a><ul><li><a href=\"#h-%D0%BA%D0%B0%D0%BA-%D0%B0%D0%BD%D0%B0%D0%BB%D0%B8%D0%B7%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D1%82%D1%8C-%D0%B1%D0%BE%D0%BB%D1%8C%D1%88%D0%B8%D0%B5-%D0%B4%D0%B0%D0%BD%D0%BD%D1%8B%D0%B5\" data-level=\"3\">\u042f\u043a \u0430\u043d\u0430\u043b\u0456\u0437\u0443\u0432\u0430\u0442\u0438 \u0432\u0435\u043b\u0438\u043a\u0456 \u0434\u0430\u043d\u0456?<\/a><\/li><\/ul><\/li><li><a href=\"#h-%D0%BA%D0%B0%D0%BA%D0%B8%D0%B5-%D0%BD%D0%B5%D0%B4%D0%BE%D1%81%D1%82%D0%B0%D1%82%D0%BA%D0%B8-big-data\" data-level=\"2\">\u042f\u043a\u0456 \u043d\u0435\u0434\u043e\u043b\u0456\u043a\u0438 Big Data?<\/a><\/li><li><a href=\"#h-big-data-%D0%BF%D1%80%D0%B8%D0%BC%D0%B5%D1%80%D1%8B-%D0%B8-%D1%81%D1%84%D0%B5%D1%80%D1%8B-%D0%BF%D1%80%D0%B8%D0%BC%D0%B5%D0%BD%D0%B5%D0%BD%D0%B8%D1%8F-%D1%82%D0%B5%D1%85%D0%BD%D0%BE%D0%BB%D0%BE%D0%B3%D0%B8%D0%B8\" data-level=\"2\">Big Data: \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0438 \u0442\u0430 \u0441\u0444\u0435\u0440\u0438 \u0437\u0430\u0441\u0442\u043e\u0441\u0443\u0432\u0430\u043d\u043d\u044f \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0457<\/a><\/li><li><a href=\"#h-%D0%B1%D1%83%D0%B4%D1%83%D1%89%D0%B5%D0%B5-%D0%B1%D0%BE%D0%BB%D1%8C%D1%88%D0%B8%D1%85-%D0%B4%D0%B0%D0%BD%D0%BD%D1%8B%D1%85-%D0%BA%D1%83%D0%B4%D0%B0-%D0%BC%D1%8B-%D0%BD%D0%B0%D0%BF%D1%80%D0%B0%D0%B2%D0%BB%D1%8F%D0%B5%D0%BC%D1%81%D1%8F\" data-level=\"2\">\u041c\u0430\u0439\u0431\u0443\u0442\u043d\u0454 \u0432\u0435\u043b\u0438\u043a\u0438\u0445 \u0434\u0430\u043d\u0438\u0445. \u041a\u0443\u0434\u0438 \u043c\u0438 \u043f\u0440\u044f\u043c\u0443\u0454\u043c\u043e?<\/a><\/li><\/ul><\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-19 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-18 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-24 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-16 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group has-background is-vertical is-content-justification-left is-layout-flex wp-container-core-group-is-layout-5 wp-block-group-is-layout-flex\" style=\"background-color:#ecf4f8\">\n<div class=\"wp-block-group has-white-background-color has-background\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\" id=\"h-&#x447;&#x442;&#x43E;-&#x442;&#x430;&#x43A;&#x43E;&#x435;-big-data\">\u0429\u043e \u0442\u0430\u043a\u0435 Big Data?<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-4 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>Big Data<\/strong> &#8211; \u0446\u0435 \u0442\u0435\u0436 <strong>\u0434\u0430\u043d\u0456<\/strong> , \u0430\u043b\u0435 \u044f\u043a\u0456 <strong>\u0434\u0443\u0436\u0435 \u0440\u0456\u0437\u043d\u043e\u043c\u0430\u043d\u0456\u0442\u043d\u0456<\/strong> \u0456 <strong>\u0432\u0435\u043b\u0438\u043a\u0456<\/strong> \u0434\u043b\u044f \u0442\u0440\u0430\u0434\u0438\u0446\u0456\u0439\u043d\u0438\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0439. \u041a\u043b\u0456\u0444\u0444\u043e\u0440\u0434 \u041b\u0456\u043d\u0447 \u0448\u0438\u0440\u043e\u043a\u043e <strong>\u0432\u0432\u0456\u0432 \u0442\u0435\u0440\u043c\u0456\u043d &#8220;\u0432\u0435\u043b\u0438\u043a\u0456 \u0434\u0430\u043d\u0456&#8221;<\/strong> <strong>\u0443 2008 \u0440\u043e\u0446\u0456<\/strong> \u0437\u0456 \u0441\u0432\u043e\u0454\u044e \u0441\u0442\u0430\u0442\u0442\u0435\u044e \u0434\u043b\u044f \u0436\u0443\u0440\u043d\u0430\u043b\u0443 Nature. <strong>\u0420\u043e\u0437\u043c\u0456\u0440\u0438<\/strong> \u0442\u0430\u043a\u0438\u0445 \u043c\u0430\u0441\u0438\u0432\u0456\u0432 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457 \u043d\u0435 \u043f\u0440\u043e\u0441\u0442\u043e \u0432\u0435\u043b\u0438\u043a\u0456, \u0430 \u0449\u0435 \u0439 <strong>\u0437\u0431\u0456\u043b\u044c\u0448\u0443\u044e\u0442\u044c\u0441\u044f<\/strong> \u0437\u0456 \u0437\u0440\u043e\u0441\u0442\u0430\u044e\u0447\u043e\u044e \u0448\u0432\u0438\u0434\u043a\u0456\u0441\u0442\u044e <strong>\u0435\u043a\u0441\u043f\u043e\u043d\u0435\u043d\u0442\u043d\u043e<\/strong> . <\/p>\n\n\n\n<p>\u041d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u0432 2010 \u0440\u043e\u0446\u0456 \u0415\u0440\u0456\u043a \u0428\u043c\u0456\u0434\u0442 \u043d\u0430 \u043a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0456\u0457 Techonomy \u0432 \u041a\u0430\u043b\u0456\u0444\u043e\u0440\u043d\u0456\u0457 \u043f\u043e\u0432\u0456\u0434\u043e\u043c\u0438\u0432, \u0449\u043e \u0437 \u043f\u043e\u0447\u0430\u0442\u043a\u0443 \u0447\u0430\u0441\u0456\u0432 <strong>\u0434\u043e 2003<\/strong> <strong>\u0432\u0441\u044c\u043e\u0433\u043e<\/strong> \u0437\u0431\u0435\u0440\u0456\u0433\u0430\u0454\u0442\u044c\u0441\u044f <strong>5 \u0435\u043a\u0437\u0430\u0431\u0430\u0439\u0442<\/strong> (10 <sup>18<\/sup> ) <strong>\u0434\u0430\u043d\u0438\u0445<\/strong> . \u0406\u043d\u0436\u0435\u043d\u0435\u0440, \u043c\u043e\u0436\u043b\u0438\u0432\u043e, \u0456 \u043d\u0435 \u043f\u0456\u0434\u043e\u0437\u0440\u044e\u0432\u0430\u0432, \u0449\u043e <strong>\u0434\u043e 2016<\/strong> \u0440\u043e\u043a\u0443 <strong>\u0446\u0435\u0439<\/strong> <strong>\u043e\u0431\u0441\u044f\u0433<\/strong> \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457 <strong>\u0431\u0443\u0434\u0435<\/strong> \u0433\u0435\u043d\u0435\u0440\u0443\u0432\u0430\u0442\u0438\u0441\u044f <strong>\u0437\u0430<\/strong> \u043a\u043e\u0436\u043d\u0456 <strong>\u0434\u0432\u0430 \u0434\u043d\u0456.<\/strong><\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group has-background is-vertical is-layout-flex wp-container-core-group-is-layout-7 wp-block-group-is-layout-flex\" style=\"background-color:#ecf4f8\">\n<div class=\"wp-block-group has-white-background-color has-background\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\" id=\"h-&#x43D;&#x430;&#x441;&#x43A;&#x43E;&#x43B;&#x44C;&#x43A;&#x43E;-&#x432;&#x435;&#x43B;&#x438;&#x43A;&#x438;-&#x431;&#x43E;&#x43B;&#x44C;&#x448;&#x438;&#x435;-&#x434;&#x430;&#x43D;&#x43D;&#x44B;&#x435;\">\u041d\u0430\u0441\u043a\u0456\u043b\u044c\u043a\u0438 \u0432\u0435\u043b\u0438\u043a\u0456 \u0434\u0430\u043d\u0456?<\/h3>\n\n\n\n<p>\u0414\u0430\u043d\u0456 \u0440\u043e\u0437\u043c\u0456\u0440\u043e\u043c <strong>\u0432\u0456\u0434 10 <sup>15<\/sup> \u0431\u0430\u0439\u0442<\/strong> <strong>\u043d\u0430\u0437\u0438\u0432\u0430\u044e\u0442\u044c \u0432\u0435\u043b\u0438\u043a\u0438\u043c\u0438<\/strong> .<\/p>\n\n\n\n<p>\u0429\u0435 \u0443 2008 \u0440\u043e\u0446\u0456 \u0441\u0432\u0456\u0442 \u043e\u043f\u0435\u0440\u0443\u0432\u0430\u0432 0,18 \u0437\u0435\u0442\u0442\u0430\u0431\u0430\u0439\u0442\u0430\u043c\u0438, \u0430 \u0432\u0436\u0435 \u0443 2015 \u0440. \u043e\u0431\u0441\u044f\u0433\u0438 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457 \u0437\u0440\u043e\u0441\u043b\u0438 \u0434\u043e 7,4 \u0437\u0435\u0442\u0442\u0430\u0431\u0430\u0439\u0442\u0456\u0432, \u0443 2020 \u0440. \u2013 \u0434\u043e 40\u201344 \u0437\u0435\u0442\u0442\u0430\u0431\u0430\u0439\u0442\u0456\u0432, \u043f\u0440\u0438 \u0446\u044c\u043e\u043c\u0443 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0443\u044e\u0442\u044c \u0443 2025 \u0440\u043e\u0446\u0456 \u0437\u0431\u0456\u043b\u044c\u0448\u0435\u043d\u043d\u044f \u0446\u044c\u043e\u0433\u043e \u043e\u0431\u0441\u044f\u0433\u0443 \u0443 10 \u0440\u0430\u0437\u0456\u0432.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>1 \u0417\u0431<\/strong> = 1024 \u0435\u043a\u0441\u0430\u0431\u0430\u0439\u0442\u0438, \u0434\u0435 1 \u0435\u043a\u0437\u0430\u0431\u0430\u0439\u0442 = 10 <sup>18<\/sup> \u0431\u0430\u0439\u0442<\/p>\n<\/blockquote>\n<\/div><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-10 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group has-white-background-color has-background is-vertical is-content-justification-left is-layout-flex wp-container-core-group-is-layout-12 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-6 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column has-white-background-color has-background is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-5 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\" id=\"h-&#x43A;&#x430;&#x43A;&#x438;&#x435;-&#x431;&#x44B;&#x432;&#x430;&#x44E;&#x442;-&#x431;&#x43E;&#x43B;&#x44C;&#x448;&#x438;&#x435;-&#x434;&#x430;&#x43D;&#x43D;&#x44B;&#x435;\">\u042f\u043a\u0456 \u0432\u0435\u043b\u0438\u043a\u0456 \u0434\u0430\u043d\u0456 \u0431\u0443\u0432\u0430\u044e\u0442\u044c?<\/h3>\n\n\n\n<p>\u0412\u0438\u0434\u0456\u043b\u044f\u044e\u0442\u044c <strong>3<\/strong> <strong>\u0442\u0438\u043f\u0438 Big Data<\/strong> \u0432 \u0430\u043d\u0430\u043b\u0456\u0442\u0438\u0446\u0456:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0421\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043e\u0432\u0430\u043d\u0456<\/strong> \u0434\u0430\u043d\u0456<\/li>\n<\/ul>\n\n\n\n<p>\u0422\u0430\u043a \u043d\u0430\u0437\u0438\u0432\u0430\u044e\u0442\u044c <strong>\u043b\u0435\u0433\u043a\u043e \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u0456 \u043c\u0430\u0441\u0438\u0432\u0438<\/strong> , \u044f\u043a\u0456 \u0437\u0431\u0435\u0440\u0456\u0433\u0430\u044e\u0442\u044c\u0441\u044f <strong>\u0443 \u0444\u0456\u043a\u0441\u043e\u0432\u0430\u043d\u043e\u043c\u0443 \u0444\u043e\u0440\u043c\u0430\u0442\u0456<\/strong> . \u0412\u043e\u043d\u0438 \u0437\u0440\u0443\u0447\u043d\u0456 \u0432 \u0440\u043e\u0431\u043e\u0442\u0456, \u043e\u0441\u043a\u0456\u043b\u044c\u043a\u0438 \u0457\u0445 \u043b\u0435\u0433\u043a\u043e \u0437\u0431\u0435\u0440\u0456\u0433\u0430\u0442\u0438, \u0441\u043e\u0440\u0442\u0443\u0432\u0430\u0442\u0438, \u0430\u043d\u0430\u043b\u0456\u0437\u0443\u0432\u0430\u0442\u0438 \u0442\u0430 \u043e\u0431\u0440\u043e\u0431\u043b\u044f\u0442\u0438. \u0421\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043e\u0432\u0430\u043d\u0456 \u0434\u0430\u043d\u0456 \u043c\u0430\u044e\u0442\u044c <strong>\u0447\u0456\u0442\u043a\u0456 \u0432\u0438\u043c\u0456\u0440\u0438<\/strong> , \u044f\u043a\u0456 \u043c\u043e\u0436\u043d\u0430 \u0432\u0438\u0437\u043d\u0430\u0447\u0438\u0442\u0438 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u0437\u043c\u0456\u043d\u0438 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0456\u0432. \u0427\u0435\u0440\u0435\u0437 \u0444\u0456\u043a\u0441\u043e\u0432\u0430\u043d\u0438\u0439 \u0444\u043e\u0440\u043c\u0430\u0442 \u043a\u043e\u0436\u043d\u0435 \u043f\u043e\u043b\u0435 \u0454 \u0443\u043d\u0456\u043a\u0430\u043b\u044c\u043d\u0438\u043c \u0456 \u043c\u043e\u0436\u0435 \u0431\u0443\u0442\u0438 \u0432\u0438\u0442\u044f\u0433\u043d\u0443\u0442\u0435 \u043e\u043a\u0440\u0435\u043c\u043e \u0430\u0431\u043e \u0432 \u043f\u043e\u0454\u0434\u043d\u0430\u043d\u043d\u0456 \u0437 \u0434\u0430\u043d\u0438\u043c\u0438 \u0437 \u0456\u043d\u0448\u0438\u0445 \u043f\u043e\u043b\u0456\u0432. <\/p>\n<\/div><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter is-resized\"><img decoding=\"async\" src=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/10230741-f4a648fb135a4e4aa8b01934e40a3b38.jpg\" alt=\"&#x43F;&#x440;&#x438;&#x43A;&#x43B;&#x430;&#x434; &#x441;&#x442;&#x440;&#x443;&#x43A;&#x442;&#x443;&#x440;&#x43E;&#x432;&#x430;&#x43D;&#x438;&#x445; &#x432;&#x435;&#x43B;&#x438;&#x43A;&#x438;&#x445; &#x434;&#x430;&#x43D;&#x438;&#x445; &#x431;&#x430;&#x437;&#x438; &#x434;&#x430;&#x43D;&#x438;&#x445;\" class=\"wp-image-18127\" width=\"370\" height=\"270\" srcset=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/10230741-f4a648fb135a4e4aa8b01934e40a3b38.jpg 391w, https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/10230741-f4a648fb135a4e4aa8b01934e40a3b38-300x219.jpg 300w\" sizes=\"(max-width: 370px) 100vw, 370px\" \/><figcaption class=\"wp-element-caption\">\u0422\u0430\u0431\u043b\u0438\u0446\u044f \u043c\u0456\u0441\u0442 &#8211; \u043f\u0440\u0438\u043a\u043b\u0430\u0434 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043e\u0432\u0430\u043d\u0438\u0445 \u0434\u0430\u043d\u0438\u0445<\/figcaption><\/figure><\/div><\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<ul class=\"wp-block-list\">\n<li><strong>\u041d\u0435\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043e\u0432\u0430\u043d\u0456<\/strong> \u0434\u0430\u043d\u0456<\/li>\n<\/ul>\n\n\n\n<p>\u0426\u0435 \u043c\u0430\u0441\u0438\u0432\u0438 \u0434\u0430\u043d\u0438\u0445 <strong>\u0431\u0435\u0437<\/strong> \u043f\u0435\u0432\u043d\u043e\u0457 <strong>\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438<\/strong> . \u0422\u043e\u043c\u0443 \u0432\u0438\u043d\u0438\u043a\u0430\u044e\u0442\u044c \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0438, \u043a\u043e\u043b\u0438 \u0441\u043f\u0440\u0430\u0432\u0430 \u0434\u043e\u0445\u043e\u0434\u0438\u0442\u044c \u0434\u043e \u043e\u0431\u0440\u043e\u0431\u043a\u0438 \u0442\u0430 \u0432\u0438\u043b\u0443\u0447\u0435\u043d\u043d\u044f \u0437 \u043d\u0438\u0445 \u0446\u0456\u043d\u043d\u043e\u0441\u0442\u0456. <strong>\u0424\u043e\u0442\u043e\u0433\u0440\u0430\u0444\u0456\u0457<\/strong> , \u044f\u043a\u0456 \u043c\u0438 \u043f\u0443\u0431\u043b\u0456\u043a\u0443\u0454\u043c\u043e \u0432 Instagram \u0430\u0431\u043e Facebook, <strong>\u0432\u0456\u0434\u0435\u043e<\/strong> , \u044f\u043a\u0456 \u0434\u0438\u0432\u0438\u043c\u043e\u0441\u044f \u043d\u0430 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430\u0445, <strong>\u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0438 \u043f\u043e\u0448\u0443\u043a\u0443<\/strong> Google \u2013 \u0446\u0435 <strong>\u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0438<\/strong> \u043d\u0435\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043e\u0432\u0430\u043d\u0438\u0445 \u0434\u0430\u043d\u0438\u0445. \u0425\u043e\u0447\u0430 \u043e\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0446\u0456\u044f\u043c \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u0430 \u0432\u0435\u043b\u0438\u043a\u0430 \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u0432\u0456\u0434\u043e\u043c\u043e\u0441\u0442\u0435\u0439, \u0432\u043e\u043d\u0438 \u043d\u0435 \u043c\u0430\u044e\u0442\u044c \u0443\u044f\u0432\u043b\u0435\u043d\u043d\u044f \u043f\u0440\u043e \u0442\u0435, \u044f\u043a \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0437 \u043d\u0438\u0445 \u043a\u043e\u0440\u0438\u0441\u043d\u0443 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u044e, \u043e\u0441\u043a\u0456\u043b\u044c\u043a\u0438 <strong>\u0434\u0430\u043d\u0456 \u0432 \u043d\u0435\u043e\u0431\u0440\u043e\u0431\u043b\u0435\u043d\u043e\u043c\u0443 \u0432\u0438\u0433\u043b\u044f\u0434\u0456<\/strong> .<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/r-1.jpg\" alt=\"&#x442;&#x438;&#x43F; &#x441;&#x442;&#x440;&#x443;&#x43A;&#x442;&#x443;&#x440;&#x43E;&#x432;&#x430;&#x43D;&#x456; &#x432;&#x435;&#x43B;&#x438;&#x43A;&#x456; &#x434;&#x430;&#x43D;&#x456; &#x43F;&#x440;&#x438;&#x43A;&#x43B;&#x430;&#x434;\" class=\"wp-image-18260\" width=\"498\" height=\"315\" srcset=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/r-1.jpg 796w, https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/r-1-300x190.jpg 300w, https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/r-1-768x486.jpg 768w\" sizes=\"(max-width: 498px) 100vw, 498px\" \/><figcaption class=\"wp-element-caption\"> \u041f\u043e\u0448\u0443\u043a \u0443 Google \u2014 \u043f\u0440\u0438\u043a\u043b\u0430\u0434 \u0434\u0430\u043d\u0438\u0445 \u0431\u0435\u0437 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438<\/figcaption><\/figure><\/div>\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<ul class=\"wp-block-list\">\n<li><strong>\u041d\u0430\u043f\u0456\u0432\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043e\u0432\u0430\u043d\u0456<\/strong> \u0434\u0430\u043d\u0456<\/li>\n<\/ul>\n\n\n\n<p>\u0426\u0435 <strong>\u0441\u0443\u043c\u0456\u0448 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043e\u0432\u0430\u043d\u0438\u0445<\/strong> \u0442\u0430 <strong>\u043d\u0435\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043e\u0432\u0430\u043d\u0438\u0445<\/strong> \u0434\u0430\u043d\u0438\u0445. \u0422\u0430\u043a\u0438\u0439 \u0442\u0438\u043f \u0441\u043a\u043b\u0430\u0434\u0430\u0454\u0442\u044c\u0441\u044f \u0437 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457, \u044f\u043a\u0430 \u043d\u0435 \u043c\u0430\u0454 \u043f\u0435\u0432\u043d\u043e\u0457 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438 \u0442\u0430 \u043d\u0435 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u0430\u0454 \u0440\u0435\u043b\u044f\u0446\u0456\u0439\u043d\u0438\u043c \u0431\u0430\u0437\u0430\u043c \u0434\u0430\u043d\u0438\u0445. <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/unstructured-semi-structured-and-structured-data-edited.png\" alt=\"&#x43D;&#x430;&#x43F;&#x456;&#x432;&#x441;&#x442;&#x440;&#x443;&#x43A;&#x442;&#x443;&#x440;&#x43E;&#x432;&#x430;&#x43D;&#x456; &#x434;&#x430;&#x43D;&#x456; &#x43F;&#x440;&#x438;&#x43A;&#x43B;&#x430;&#x434; \" class=\"wp-image-18136\" width=\"333\" height=\"333\" srcset=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/unstructured-semi-structured-and-structured-data-edited.png 314w, https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/unstructured-semi-structured-and-structured-data-edited-300x300.png 300w, https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/unstructured-semi-structured-and-structured-data-edited-150x150.png 150w\" sizes=\"(max-width: 333px) 100vw, 333px\" \/><figcaption class=\"wp-element-caption\">\u041f\u0440\u0438\u043a\u043b\u0430\u0434 \u043d\u0430\u043f\u0456\u0432\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043e\u0432\u0430\u043d\u0438\u0445 \u0434\u0430\u043d\u0438\u0445<\/figcaption><\/figure><\/div><\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\" id=\"h-&#x441;&#x432;&#x43E;&#x439;&#x441;&#x442;&#x432;&#x430;-3v-5v-big-data\">\u0412\u043b\u0430\u0441\u0442\u0438\u0432\u043e\u0441\u0442\u0456 3V, 5V Big Data<\/h3>\n\n\n\n<p>\u0423 2001 \u0440\u043e\u0446\u0456 Meta Group \u0432\u0438\u0434\u0456\u043b\u0438\u043b\u0430 \u0442\u0440\u0438 \u043e\u0441\u043d\u043e\u0432\u043d\u0456 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0438 ( <strong>3V<\/strong> ) \u0432\u0435\u043b\u0438\u043a\u0438\u0445 \u0434\u0430\u043d\u0438\u0445 <strong>: volume<\/strong> , <strong>velocity<\/strong> , <strong>variety<\/strong> .<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/obem-1.png\" alt=\"3V VVV Big Data &#x432;&#x435;&#x43B;&#x438;&#x43A;&#x438;&#x445; &#x434;&#x430;&#x43D;&#x438;&#x445;\" class=\"wp-image-18263\" width=\"402\" height=\"301\" srcset=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/obem-1.png 500w, https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/obem-1-300x225.png 300w\" sizes=\"(max-width: 402px) 100vw, 402px\" \/><figcaption class=\"wp-element-caption\">3V \u0432\u0435\u043b\u0438\u043a\u0438\u0445 \u0434\u0430\u043d\u0438\u0445<\/figcaption><\/figure><\/div><\/div><\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-11 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<ol class=\"wp-block-list\">\n<li><strong>Volume (\u043e\u0431\u0441\u044f\u0433)<\/strong><\/li>\n<\/ol>\n\n\n\n<p>\u041d\u0430\u0437\u0432\u0430 Big Data \u0432\u0436\u0435 \u043c\u0430\u0454 \u043d\u0430 \u0443\u0432\u0430\u0437\u0456, \u0449\u043e <strong>\u043e\u0431\u0441\u044f\u0433\u0438<\/strong> \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457 <strong>\u043d\u0430\u0434\u0442\u043e \u0432\u0435\u043b\u0438\u043a\u0456<\/strong> \u0442\u0430 \u043d\u0435\u043a\u0435\u0440\u043e\u0432\u0430\u043d\u043e\u0433\u043e \u0440\u0456\u0432\u043d\u044f, \u0449\u043e\u0431 \u0434\u043e \u043d\u0438\u0445 \u0437\u0430\u0441\u0442\u043e\u0441\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0441\u043f\u0435\u0446\u0456\u0430\u043b\u044c\u043d\u0435 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043d\u0435 \u0437\u0430\u0431\u0435\u0437\u043f\u0435\u0447\u0435\u043d\u043d\u044f.<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"2\">\n<li><strong>Velocity (\u0448\u0432\u0438\u0434\u043a\u0456\u0441\u0442\u044c \u0433\u0435\u043d\u0435\u0440\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457)<\/strong><\/li>\n<\/ol>\n\n\n\n<p><strong>\u0428\u0432\u0438\u0434\u043a\u0456\u0441\u0442\u044c \u043f\u0440\u0438\u0440\u043e\u0441\u0442\u0443<\/strong> \u0434\u0430\u043d\u0438\u0445. \u0412\u0438\u0437\u043d\u0430\u0447\u0430\u0454 \u043d\u0430\u0441\u043a\u0456\u043b\u044c\u043a\u0438 \u0448\u0432\u0438\u0434\u043a\u043e \u043c\u0430\u0441\u0438\u0432\u0438 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457 \u0433\u0435\u043d\u0435\u0440\u0443\u044e\u0442\u044c\u0441\u044f \u0442\u0430 \u043e\u0431\u0440\u043e\u0431\u043b\u044f\u044e\u0442\u044c\u0441\u044f, \u0457\u0445\u043d\u0456\u0439 <strong>\u043f\u043e\u0442\u0435\u043d\u0446\u0456\u0430\u043b<\/strong> . \u041f\u043e\u0442\u0456\u043a <strong>\u0434\u0430\u043d\u0438\u0445<\/strong> \u043c\u0430\u0441\u043e\u0432\u0438\u0439 \u0442\u0430 \u0431\u0435\u0437\u043f\u0435\u0440\u0435\u0440\u0432\u043d\u0438\u0439.<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"3\">\n<li><strong>Variety (\u0440\u0456\u0437\u043d\u043e\u043c\u0430\u043d\u0456\u0442\u043d\u0456\u0441\u0442\u044c)<\/strong><\/li>\n<\/ol>\n\n\n\n<p>\u0426\u0435 <strong>\u043e\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0446\u0456\u044f<\/strong> \u0442\u0430 <strong>\u0435\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u0430 \u043e\u0431\u0440\u043e\u0431\u043a\u0430<\/strong> \u0432\u0456\u0434\u043e\u043c\u043e\u0441\u0442\u0435\u0439 \u0440\u0456\u0437\u043d\u0438\u0445 \u0444\u043e\u0440\u043c\u0430\u0442\u0456\u0432. <\/p>\n\n\n\n<p>\u0422\u0430\u043a\u043e\u0436 \u0432\u0438\u0434\u0456\u043b\u044f\u044e\u0442\u044c \u0449\u0435 \u0434\u0432\u0456 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0438 \u043f\u0440\u0438\u043d\u0430\u043b\u0435\u0436\u043d\u043e\u0441\u0442\u0456 \u0432\u0435\u043b\u0438\u043a\u0438\u0445 \u0434\u0430\u043d\u0438\u0445 \u2013 <strong>veracity, value<\/strong> . \u0420\u0430\u0437\u043e\u043c \u0437 volume, velocity \u0456 variety \u0432\u043e\u043d\u0438 \u0443\u0442\u0432\u043e\u0440\u044e\u044e\u0442\u044c \u043a\u043e\u043d\u0446\u0435\u043f\u0442 <strong>5V<\/strong> \u0411\u0456\u0433 \u0414\u0430\u0442\u0430 <strong>.<\/strong> <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/volume-1-1.png\" alt=\"5V Big Data &#x432;&#x435;&#x43B;&#x438;&#x43A;&#x438;&#x445; &#x434;&#x430;&#x43D;&#x438;&#x445;\" class=\"wp-image-18148\" width=\"394\" height=\"394\" srcset=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/volume-1-1.png 500w, https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/volume-1-1-300x300.png 300w, https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/volume-1-1-150x150.png 150w\" sizes=\"(max-width: 394px) 100vw, 394px\" \/><figcaption class=\"wp-element-caption\">5V \u0432\u0435\u043b\u0438\u043a\u0438\u0445 \u0434\u0430\u043d\u0438\u0445<\/figcaption><\/figure><\/div><\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<ol class=\"wp-block-list\" start=\"4\">\n<li><strong>Veracity (\u043f\u0440\u0430\u0432\u0434\u0438\u0432\u0456\u0441\u0442\u044c)<\/strong><\/li>\n<\/ol>\n\n\n\n<p>\u0412\u0438\u0437\u043d\u0430\u0447\u0430\u0454 <strong>\u044f\u043a\u0456\u0441\u0442\u044c<\/strong> \u0442\u0430 <strong>\u0434\u043e\u0441\u0442\u043e\u0432\u0456\u0440\u043d\u0456\u0441\u0442\u044c<\/strong> \u0434\u0430\u043d\u0438\u0445. \u041f\u0440\u0430\u0432\u0434\u0438\u0432\u0456\u0441\u0442\u044c \u2013 \u0446\u0435 <strong>\u0440\u0456\u0432\u0435\u043d\u044c \u0434\u043e\u0432\u0456\u0440\u0438<\/strong> \u0434\u043e \u0437\u0456\u0431\u0440\u0430\u043d\u043e\u0457 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457. \u041e\u0441\u043a\u0456\u043b\u044c\u043a\u0438 \u0456\u043d\u043e\u0434\u0456 \u0432\u0435\u043b\u0438\u043a\u0456 \u043e\u0431\u0441\u044f\u0433\u0438 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457 \u0447\u0430\u0441\u0442\u043e \u043c\u043e\u0436\u0443\u0442\u044c \u0432\u0438\u043a\u043b\u0438\u043a\u0430\u0442\u0438 \u0431\u0456\u043b\u044c\u0448\u0435 \u043f\u043b\u0443\u0442\u0430\u043d\u0438\u043d\u0438, \u043d\u0456\u0436 \u0440\u043e\u0437\u0443\u043c\u0456\u043d\u043d\u044f. <\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"5\">\n<li> <strong>Value (\u0446\u0456\u043d\u043d\u0456\u0441\u0442\u044c)<\/strong><\/li>\n<\/ol>\n\n\n\n<p><strong>\u0414\u0430\u043d\u0456<\/strong> <strong>\u043a\u043e\u0440\u0438\u0441\u043d\u0456<\/strong> , <strong>\u044f\u043a\u0449\u043e<\/strong> \u0437 \u043d\u0438\u0445 <strong>\u043c\u043e\u0436\u043d\u0430 \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438<\/strong> \u0446\u0456\u043d\u043d\u0443 <strong>\u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u044e<\/strong> . \u041f\u0440\u0438 \u0440\u043e\u0431\u043e\u0442\u0456 \u0437 Big Data \u043e\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0446\u0456\u0457 \u043c\u043e\u0436\u0443\u0442\u044c \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u0456 \u0437\u0430\u0441\u043e\u0431\u0438 \u0437\u0431\u0438\u0440\u0430\u043d\u043d\u044f \u0442\u0430 \u0430\u043d\u0430\u043b\u0456\u0437\u0443. \u0422\u0456\u043b\u044c\u043a\u0438 <strong>\u0441\u043f\u043e\u0441\u043e\u0431\u0438<\/strong> <strong>\u043e\u0442\u0440\u0438\u043c\u0430\u043d\u043d\u044f<\/strong> \u0446\u0456\u043d\u043d\u043e\u0441\u0442\u0456 \u0437 \u043c\u0430\u0441\u0438\u0432\u0456\u0432 <strong>\u043f\u043e\u0432\u0438\u043d\u043d\u0456 \u0431\u0443\u0442\u0438 \u0443\u043d\u0456\u043a\u0430\u043b\u044c\u043d\u0438\u043c\u0438<\/strong> . <\/p>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-&#x43E;&#x442;&#x43A;&#x443;&#x434;&#x430;-&#x431;&#x435;&#x440;&#x443;&#x442;-&#x431;&#x43E;&#x43B;&#x44C;&#x448;&#x438;&#x435;-&#x434;&#x430;&#x43D;&#x43D;&#x44B;&#x435;\">\u0417\u0432\u0456\u0434\u043a\u0438 \u0431\u0435\u0440\u0443\u0442\u044c \u0432\u0435\u043b\u0438\u0447\u0435\u0437\u043d\u0456 \u0434\u0430\u043d\u0456?<\/h3>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-19 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-13 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-12 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:40%\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/paul-lachine-edited-1-1.jpg\" alt=\"&#x432;&#x435;&#x43B;&#x438;&#x43A;&#x456; &#x434;&#x430;&#x43D;&#x456; &#x434;&#x436;&#x435;&#x440;&#x435;&#x43B;&#x430; &#x441;&#x43E;&#x446;&#x43C;&#x435;&#x440;&#x435;&#x436;&#x456; &#x456;&#x43B;&#x44E;&#x441;&#x442;&#x440;&#x430;&#x446;&#x456;&#x44F;\" class=\"wp-image-18253\" width=\"296\" height=\"296\" srcset=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/paul-lachine-edited-1-1.jpg 698w, https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/paul-lachine-edited-1-1-300x300.jpg 300w, https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/paul-lachine-edited-1-1-150x150.jpg 150w\" sizes=\"(max-width: 296px) 100vw, 296px\" \/><figcaption class=\"wp-element-caption\">\u0414\u0430\u043d\u0456 \u0456\u0437 \u0441\u043e\u0446\u043c\u0435\u0440\u0435\u0436<\/figcaption><\/figure><\/div>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0414\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0456\u044f<\/strong> . \u0414\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0456\u044f \u0431\u0443\u0434\u044c-\u044f\u043a\u043e\u0433\u043e \u0444\u043e\u0440\u043c\u0430\u0442\u0443, \u043d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434 HTML, CSV, PDF, XLS, Word, XML \u0442\u043e\u0449\u043e.<\/li>\n\n\n\n<li><strong>\u041c\u0435\u0434\u0456\u0430<\/strong> . \u0417\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u043d\u044f, \u0432\u0456\u0434\u0435\u043e, \u0430\u0443\u0434\u0456\u043e, \u043f\u0440\u044f\u043c\u0430 \u0442\u0440\u0430\u043d\u0441\u043b\u044f\u0446\u0456\u044f, \u043f\u043e\u0434\u043a\u0430\u0441\u0442\u0438.<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<ul class=\"wp-block-list\">\n<li><strong>\u0421\u043e\u0446\u0456\u0430\u043b\u044c\u043d\u0456 \u043c\u0435\u0440\u0435\u0436\u0456<\/strong> . \u041a\u043e\u043c\u043f\u0430\u043d\u0456\u0457, \u0449\u043e \u043f\u0440\u0430\u0446\u044e\u044e\u0442\u044c \u0437 Big Data, \u0442\u0430\u043a\u0456 \u044f\u043a Facebook \u0456 Google, \u043e\u0442\u0440\u0438\u043c\u0443\u044e\u0442\u044c \u0434\u0430\u043d\u0456 \u043f\u0440\u043e \u0431\u0443\u0434\u044c-\u044f\u043a\u0456 \u0434\u0456\u0457, \u044f\u043a\u0456 \u043c\u0438 \u0432\u0438\u043a\u043e\u043d\u0443\u0454\u043c\u043e. \u0406\u043d\u0448\u0438\u043c\u0438 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u043c\u0438 \u0454 YouTube, Twitter, LinkedIn, \u0431\u043b\u043e\u0433\u0438, Instagram, WordPress, Jive \u0442\u0430 \u0456\u043d\u0448\u0456.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0417\u0430\u0433\u0430\u043b\u044c\u043d\u043e\u0434\u043e\u0441\u0442\u0443\u043f\u043d\u0456 \u0432\u0435\u0431-\u0441\u0430\u0439\u0442\u0438<\/strong> . \u0426\u0456 \u0434\u0430\u043d\u0456 \u043d\u0430\u0434\u0445\u043e\u0434\u044f\u0442\u044c \u0456\u0437 \u0412\u0456\u043a\u0456\u043f\u0435\u0434\u0456\u0457, \u0441\u043b\u0443\u0436\u0431 \u043e\u0445\u043e\u0440\u043e\u043d\u0438 \u0437\u0434\u043e\u0440\u043e\u0432&#8217;\u044f, \u0421\u0432\u0456\u0442\u043e\u0432\u043e\u0433\u043e \u0431\u0430\u043d\u043a\u0443, \u0443\u0440\u044f\u0434\u0443, \u043f\u043e\u0433\u043e\u0434\u0438, \u0442\u0440\u0430\u0444\u0456\u043a\u0443.<\/li>\n\n\n\n<li><strong>\u0410\u0440\u0445\u0456\u0432\u0438<\/strong> . \u0426\u0435 \u0430\u0440\u0445\u0456\u0432\u0438 \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0445 \u0434\u0430\u043d\u0438\u0445, \u044f\u043a-\u043e\u0442 \u043c\u0435\u0434\u0438\u0447\u043d\u0456 \u0437\u0430\u043f\u0438\u0441\u0438, \u043a\u043e\u0440\u0435\u0441\u043f\u043e\u043d\u0434\u0435\u043d\u0446\u0456\u044f \u043a\u043b\u0456\u0454\u043d\u0442\u0456\u0432, \u0441\u0442\u0440\u0430\u0445\u043e\u0432\u0456 \u0444\u043e\u0440\u043c\u0438.<\/li>\n\n\n\n<li><strong>\u0417\u0431\u0435\u0440\u0456\u0433\u0430\u043d\u043d\u044f \u0434\u0430\u043d\u0438\u0445<\/strong> . \u0411\u0430\u0437\u0438 \u0434\u0430\u043d\u0438\u0445 \u0442\u0430 \u0444\u0430\u0439\u043b\u043e\u0432\u0456 \u0441\u0438\u0441\u0442\u0435\u043c\u0438.<\/li>\n\n\n\n<li><strong>\u0414\u0430\u043d\u0456 \u043c\u0430\u0448\u0438\u043d\u043d\u0438\u0445 \u0436\u0443\u0440\u043d\u0430\u043b\u0456\u0432<\/strong> . \u0414\u0430\u043d\u0456 \u0437 \u0441\u0435\u0440\u0432\u0435\u0440\u0456\u0432, \u0436\u0443\u0440\u043d\u0430\u043b\u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c, \u0436\u0443\u0440\u043d\u0430\u043b\u0438 \u0430\u0443\u0434\u0438\u0442\u0443, \u0437\u0430\u043f\u0438\u0441\u0438 \u0432\u0456\u0434\u043e\u043c\u043e\u0441\u0442\u0435\u0439 \u043f\u0440\u043e \u0434\u0437\u0432\u0456\u043d\u043a\u0438 CDR, \u043c\u043e\u0431\u0456\u043b\u044c\u043d\u0435 \u0440\u043e\u0437\u0442\u0430\u0448\u0443\u0432\u0430\u043d\u043d\u044f \u0442\u0430 \u0456\u043d\u0448\u0456<\/li>\n\n\n\n<li><strong>\u0414\u0430\u043d\u0456 \u0434\u0430\u0442\u0447\u0438\u043a\u0456\u0432<\/strong> . \u0414\u0430\u043d\u0456 \u0434\u0430\u0442\u0447\u0438\u043a\u0456\u0432 \u043c\u0435\u0434\u0438\u0447\u043d\u0438\u0445 \u043f\u0440\u0438\u0441\u0442\u0440\u043e\u0457\u0432, \u043a\u0430\u043c\u0435\u0440\u0438 \u0434\u043e\u0440\u0456\u0433, \u0441\u0443\u043f\u0443\u0442\u043d\u0438\u043a\u0438.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<p> <\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\" id=\"h-&#x437;&#x430;&#x447;&#x435;&#x43C;-&#x438;&#x441;&#x43F;&#x43E;&#x43B;&#x44C;&#x437;&#x43E;&#x432;&#x430;&#x442;&#x44C;-big-data-&#x43F;&#x440;&#x435;&#x438;&#x43C;&#x443;&#x449;&#x435;&#x441;&#x442;&#x432;&#x430;-&#x442;&#x435;&#x445;&#x43D;&#x43E;&#x43B;&#x43E;&#x433;&#x438;&#x438;-&#x431;&#x43E;&#x43B;&#x44C;&#x448;&#x438;&#x445;-&#x434;&#x430;&#x43D;&#x43D;&#x44B;&#x445;\">\u041d\u0430\u0432\u0456\u0449\u043e \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 Big Data? \u041f\u0435\u0440\u0435\u0432\u0430\u0433\u0438 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0457 \u0432\u0435\u043b\u0438\u043a\u0438\u0445 \u0434\u0430\u043d\u0438\u0445<\/h2>\n\n\n\n<p>\u041d\u0435\u0437\u0432\u0430\u0436\u0430\u044e\u0447\u0438 \u043d\u0430 \u0441\u043a\u043b\u0430\u0434\u043d\u043e\u0449\u0456, 94% \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043d\u0438\u043a\u0456\u0432 \u0431\u0456\u0437\u043d\u0435\u0441\u0443 \u0432\u0432\u0430\u0436\u0430\u044e\u0442\u044c \u0437\u0430\u043f\u0440\u043e\u0432\u0430\u0434\u0436\u0435\u043d\u043d\u044f \u0411\u0456\u0433 \u0414\u0430\u0442\u0430 \u043d\u0435\u043e\u0431\u0445\u0456\u0434\u043d\u0456\u0441\u0442\u044e \u0434\u043b\u044f \u0437\u0440\u043e\u0441\u0442\u0430\u043d\u043d\u044f. \u0410 <strong>59% \u043e\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0446\u0456\u0439<\/strong> \u0432\u0436\u0435 <strong>\u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u044e\u0442\u044c<\/strong> <strong>\u0430\u043d\u0430\u043b\u0456\u0442\u0438\u043a\u0443<\/strong> \u0432\u0435\u043b\u0438\u043a\u0438\u0445 <strong>\u0434\u0430\u043d\u0438\u0445<\/strong> .<\/p>\n\n\n\n<p><strong>\u0412\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f<\/strong> Big Data <strong>\u0434\u043e\u043f\u043e\u043c\u0430\u0433\u0430\u0454<\/strong> \u043e\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0446\u0456\u044f\u043c<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0417\u0440\u043e\u0437\u0443\u043c\u0456\u0442\u0438<\/strong> , \u0434\u0435, \u043a\u043e\u043b\u0438 \u0456 <strong>\u0447\u043e\u043c\u0443 \u043a\u0443\u043f\u0443\u044e\u0442\u044c<\/strong> \u043a\u043b\u0456\u0454\u043d\u0442\u0438<\/li>\n\n\n\n<li><strong>\u041e\u043f\u0442\u0438\u043c\u0456\u0437\u0443\u0432\u0430\u0442\u0438 \u043e\u043f\u0435\u0440\u0430\u0446\u0456\u0457<\/strong> \u0442\u0430 \u043a\u0430\u0434\u0440\u043e\u0432\u0435 \u043f\u043b\u0430\u043d\u0443\u0432\u0430\u043d\u043d\u044f <\/li>\n\n\n\n<li><strong>\u041f\u0440\u043e\u0433\u043d\u043e\u0437\u0443\u0432\u0430\u0442\u0438 \u0442\u0435\u043d\u0434\u0435\u043d\u0446\u0456\u0457<\/strong> \u0440\u0438\u043d\u043a\u0443 \u0442\u0430 \u043c\u0430\u0439\u0431\u0443\u0442\u043d\u0456 \u043f\u043e\u0442\u0440\u0435\u0431\u0438<\/li>\n\n\n\n<li><strong>\u0417\u0440\u043e\u0431\u0438\u0442\u0438<\/strong> \u043a\u043e\u043c\u043f\u0430\u043d\u0456\u0457 <strong>\u0431\u0456\u043b\u044c\u0448 \u0456\u043d\u043d\u043e\u0432\u0430\u0446\u0456\u0439\u043d\u0438\u043c\u0438<\/strong> \u0442\u0430 \u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0442\u043e\u0441\u043f\u0440\u043e\u043c\u043e\u0436\u043d\u0438\u043c\u0438<\/li>\n\n\n\n<li><strong>\u0412\u0456\u0434\u043a\u0440\u0438\u0432\u0430\u0442\u0438<\/strong> \u043d\u043e\u0432\u0456 <strong>\u0434\u0436\u0435\u0440\u0435\u043b\u0430 \u0437\u0430\u0440\u043e\u0431\u0456\u0442\u043a\u0443<\/strong><\/li>\n\n\n\n<li><strong>\u0417\u0430\u0445\u0438\u0441\u0442\u0438\u0442\u0438 \u043a\u043b\u0456\u0454\u043d\u0442\u0441\u044c\u043a\u0443 \u0431\u0430\u0437\u0443<\/strong> \u043a\u043e\u043c\u043f\u0430\u043d\u0456\u0457 <\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<p><strong>\u0427\u0438\u0442\u0430\u0439\u0442\u0435 \u0442\u0430\u043a\u043e\u0436:<\/strong> <a href=\"https:\/\/klona.ua\/uk\/blog\/3d-modeling-and-visualization-uk\/stvorennya-3d-modeli-bud-yaka-forma-z-toch\">\u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f 3D \u043c\u043e\u0434\u0435\u043b\u0456: \u0431\u0443\u0434\u044c-\u044f\u043a\u0430 \u0444\u043e\u0440\u043c\u0430 \u0437 \u0442\u043e\u0447\u043d\u0456\u0441\u0442\u044e \u0434\u043e \u043c\u0456\u043a\u0440\u043e\u043d\u0430<\/a><\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-14 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\" id=\"h-&#x447;&#x442;&#x43E;-&#x442;&#x430;&#x43A;&#x43E;&#x435;-&#x430;&#x43D;&#x430;&#x43B;&#x438;&#x442;&#x438;&#x43A;&#x430;-&#x431;&#x43E;&#x43B;&#x44C;&#x448;&#x438;&#x445;-&#x434;&#x430;&#x43D;&#x43D;&#x44B;&#x445;\">\u0429\u043e \u0442\u0430\u043a\u0435 \u0430\u043d\u0430\u043b\u0456\u0442\u0438\u043a\u0430 \u0432\u0435\u043b\u0438\u043a\u0438\u0445 \u0434\u0430\u043d\u0438\u0445?<\/h2>\n\n\n\n<p>\u0417 \u0432\u0438\u0431\u0443\u0445\u043e\u0432\u0438\u043c \u0437\u0440\u043e\u0441\u0442\u0430\u043d\u043d\u044f\u043c Big Data \u0431\u0443\u043b\u0438 \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u0456 <strong><a href=\"https:\/\/www.oracle.com\/cis\/database\/what-is-database\/\">\u0431\u0430\u0437\u0438 \u0434\u0430\u043d\u0438\u0445<\/a><\/strong> \u0434\u043b\u044f <strong>\u0440\u043e\u0431\u043e\u0442\u0438<\/strong> \u0437 \u043d\u0438\u043c\u0438: <strong>Hadoop<\/strong> , <strong>Spark<\/strong> \u0442\u0430 <strong>MySQL<\/strong> . \u041d\u0430\u0440\u0430\u0437\u0456 \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u043d\u043e \u0432\u0441\u0456 \u043e\u043d\u043b\u0430\u0439\u043d-\u0440\u0435\u0441\u0443\u0440\u0441\u0438 \u0432\u043f\u0440\u043e\u0432\u0430\u0434\u0438\u043b\u0438 \u0446\u044e \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u044e. \u0412\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f \u0446\u044c\u043e\u0433\u043e \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0443 \u0437\u0430\u0431\u0435\u0437\u043f\u0435\u0447\u0443\u0454 \u043a\u043e\u043c\u043f\u0430\u043a\u0442\u043d\u0456\u0441\u0442\u044c \u0442\u0430 \u0430\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u0456\u0441\u0442\u044c \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457, \u0430 \u0442\u0430\u043a\u043e\u0436 \u0437\u043d\u0430\u0447\u043d\u043e \u0441\u043f\u0440\u043e\u0449\u0443\u0454 \u0440\u043e\u0431\u043e\u0442\u0443 \u0437 \u0431\u0456\u043b\u044c\u0448\u0438\u043c\u0438 \u043e\u0431\u0441\u044f\u0433\u0430\u043c\u0438 \u0432\u0456\u0434\u043e\u043c\u043e\u0441\u0442\u0435\u0439. \u041a\u043e\u043c\u043f\u0430\u043d\u0456\u044f KLONA \u043d\u0430\u0434\u0430\u0454 \u0441\u0432\u043e\u0457 <a href=\"https:\/\/klona.ua\/uk\/uslugi_cat\/shtuchnij-intelekt\">\u043f\u043e\u0441\u043b\u0443\u0433\u0438 \u0443 \u0440\u043e\u0437\u0440\u043e\u0431\u0446\u0456, \u043d\u0430\u043b\u0430\u0448\u0442\u0443\u0432\u0430\u043d\u043d\u0456 \u0442\u0430 \u043c\u043e\u0434\u0438\u0444\u0456\u043a\u0430\u0446\u0456\u0457 \u0431\u0430\u0437 \u0434\u0430\u043d\u0438\u0445<\/a> . \u0417\u0430\u0432\u0434\u044f\u043a\u0438 \u0431\u0430\u0433\u0430\u0442\u043e\u0440\u0456\u0447\u043d\u043e\u043c\u0443 \u0434\u043e\u0441\u0432\u0456\u0434\u0443 <strong>KLONA<\/strong> \u0442\u043e\u0447\u043d\u043e <strong>\u0437\u043d\u0430\u044e\u0442\u044c<\/strong> <strong>\u044f\u043a\u0430 \u0431\u0430\u0437\u0430 \u0434\u0430\u043d\u0438\u0445<\/strong> \u0456 \u044f\u043a\u0438\u0439 \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0456\u0439 <strong>\u043f\u043e\u0442\u0440\u0456\u0431\u0435\u043d<\/strong> \u0441\u0430\u043c\u0435 <strong>\u0412\u0430\u0448\u043e\u043c\u0443 \u0431\u0456\u0437\u043d\u0435\u0441\u0443<\/strong> .<\/p>\n\n\n\n<p>\u0412\u0438\u0434\u0456\u043b\u044f\u044e\u0442\u044c <strong>4 \u043a\u0440\u043e\u043a\u0438 \u0430\u043d\u0430\u043b\u0456\u0442\u0438\u043a\u0438<\/strong> Big Data: <strong>\u0437\u0431\u0456\u0440<\/strong> , <strong>\u043e\u0431\u0440\u043e\u0431\u043a\u0430<\/strong> , <strong>\u043e\u0447\u0438\u0449\u0435\u043d\u043d\u044f<\/strong> , <strong>\u0430\u043d\u0430\u043b\u0456\u0437<\/strong> \u0432\u0435\u043b\u0438\u043a\u0438\u0445 \u043c\u0430\u0441\u0438\u0432\u0456\u0432.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/ochistka3.png\" alt=\"&#x435;&#x442;&#x430;&#x43F;&#x438; &#x440;&#x43E;&#x431;&#x43E;&#x442;&#x438; &#x437; &#x432;&#x435;&#x43B;&#x438;&#x43A;&#x438;&#x43C;&#x438; &#x434;&#x430;&#x43D;&#x438;&#x43C;&#x438; &#x43F;&#x43E;&#x43A;&#x440;&#x43E;&#x43A;&#x43E;&#x432;&#x43E;\" class=\"wp-image-18163\" width=\"632\" height=\"155\" srcset=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/ochistka3.png 871w, https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/ochistka3-300x74.png 300w, https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/ochistka3-768x189.png 768w\" sizes=\"(max-width: 632px) 100vw, 632px\" \/><figcaption class=\"wp-element-caption\">\u0415\u0442\u0430\u043f\u0438 \u0440\u043e\u0431\u043e\u0442\u0438 \u0437 Big Data<\/figcaption><\/figure><\/div><\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-16 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-15 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<ol class=\"wp-block-list\">\n<li><strong>\u0417\u0431\u0456\u0440<\/strong> <\/li>\n<\/ol>\n\n\n\n<p>\u0426\u0435\u0439 \u0435\u0442\u0430\u043f \u0440\u0456\u0437\u043d\u0438\u0439 \u043a\u043e\u0436\u043d\u043e\u0457 \u043e\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0446\u0456\u0457. \u0417\u0430\u0432\u0434\u044f\u043a\u0438 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u044f\u043c \u043e\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0446\u0456\u0457 \u043c\u043e\u0436\u0443\u0442\u044c \u0437\u0431\u0438\u0440\u0430\u0442\u0438 \u0432\u0456\u0434\u043e\u043c\u043e\u0441\u0442\u0456 <strong>\u0437 \u0445\u043c\u0430\u0440\u043d\u0438\u0445 \u0441\u0445\u043e\u0432\u0438\u0449<\/strong> \u043c\u043e\u0431\u0456\u043b\u044c\u043d\u0438\u0445 \u0434\u043e\u0434\u0430\u0442\u043a\u0456\u0432 \u0456 \u043d\u0430\u0432\u0456\u0442\u044c <strong>\u0437 \u0434\u0430\u0442\u0447\u0438\u043a\u0456\u0432 IoT<\/strong> \u0432 \u043c\u0430\u0433\u0430\u0437\u0438\u043d\u0456. \u0414\u0435\u044f\u043a\u0456 \u0434\u0430\u043d\u0456 \u0437\u043d\u0430\u0445\u043e\u0434\u044f\u0442\u044c\u0441\u044f <strong>\u0443 \u0441\u0445\u043e\u0432\u0438\u0449\u0430\u0445 \u0434\u0430\u043d\u0438\u0445<\/strong> , \u0434\u0435 \u0430\u043d\u0430\u043b\u0456\u0442\u0438\u043a\u0438 \u043c\u043e\u0436\u0443\u0442\u044c \u043b\u0435\u0433\u043a\u043e \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u043e\u0441\u0442\u0443\u043f \u0434\u043e \u043d\u0438\u0445. <\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"2\">\n<li><strong>\u041e\u0431\u0440\u043e\u0431\u043a\u0430<\/strong> <\/li>\n<\/ol>\n\n\n\n<p><strong>\u0414\u0430\u043d\u0456<\/strong> , \u043e\u0441\u043e\u0431\u043b\u0438\u0432\u043e \u043d\u0435\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043e\u0432\u0430\u043d\u0456, <strong>\u043c\u0430\u044e\u0442\u044c \u0431\u0443\u0442\u0438<\/strong> \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e <strong>\u043e\u0440\u0433\u0430\u043d\u0456\u0437\u043e\u0432\u0430\u043d\u0456<\/strong> . \u041e\u0434\u043d\u0438\u043c \u0456\u0437 \u0432\u0430\u0440\u0456\u0430\u043d\u0442\u0456\u0432 \u043e\u0431\u0440\u043e\u0431\u043a\u0438 \u0454 <strong>\u043f\u0430\u043a\u0435\u0442\u043d\u0430 \u043e\u0431\u0440\u043e\u0431\u043a\u0430<\/strong> . \u0412\u043e\u043d\u0430 <strong>\u0440\u043e\u0437\u0433\u043b\u044f\u0434\u0430\u0454<\/strong> \u0432\u0435\u043b\u0438\u043a\u0456 <strong>\u0431\u043b\u043e\u043a\u0438 \u0434\u0430\u043d\u0438\u0445 \u0437 \u0447\u0430\u0441\u043e\u043c<\/strong> . \u041f\u0430\u043a\u0435\u0442\u043d\u0430 \u043e\u0431\u0440\u043e\u0431\u043a\u0430 \u0437\u0440\u0443\u0447\u043d\u0430, \u043a\u043e\u043b\u0438 \u043c\u0456\u0436 \u0437\u0431\u043e\u0440\u043e\u043c \u0442\u0430 \u0430\u043d\u0430\u043b\u0456\u0437\u043e\u043c \u0434\u0430\u043d\u0438\u0445 \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u043e \u0431\u0456\u043b\u044c\u0448\u0435 \u0447\u0430\u0441\u0443. <strong>\u041f\u043e\u0442\u043e\u043a\u043e\u0432\u0430 \u043e\u0431\u0440\u043e\u0431\u043a\u0430<\/strong> <strong>\u0440\u043e\u0437\u0433\u043b\u044f\u0434\u0430\u0454<\/strong> \u043d\u0435\u0432\u0435\u043b\u0438\u043a\u0456 <strong>\u043f\u0430\u043a\u0435\u0442\u0438 \u0434\u0430\u043d\u0438\u0445 \u043e\u0434\u043d\u043e\u0447\u0430\u0441\u043d\u043e<\/strong> \u0434\u043b\u044f \u0448\u0432\u0438\u0434\u0448\u043e\u0433\u043e \u043f\u0440\u0438\u0439\u043d\u044f\u0442\u0442\u044f \u0440\u0456\u0448\u0435\u043d\u044c. \u041f\u043e\u0442\u043e\u043a\u043e\u0432\u0430 \u043e\u0431\u0440\u043e\u0431\u043a\u0430 \u0441\u043a\u043b\u0430\u0434\u043d\u0456\u0448\u0430 \u0456 \u0447\u0430\u0441\u0442\u043e \u0434\u043e\u0440\u043e\u0436\u0447\u0430.<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"3\">\n<li><strong>\u041e\u0447\u0438\u0449\u0435\u043d\u043d\u044f<\/strong><\/li>\n<\/ol>\n\n\n\n<p>\u041d\u0435\u043e\u0447\u0438\u0449\u0435\u043d\u0456 \u0434\u0430\u043d\u0456 \u043c\u043e\u0436\u0443\u0442\u044c \u0432\u0432\u043e\u0434\u0438\u0442\u0438 \u0432 \u043e\u043c\u0430\u043d\u0443, \u0441\u0442\u0432\u043e\u0440\u044e\u044e\u0447\u0438 \u0445\u0438\u0431\u043d\u0456 \u0456\u0434\u0435\u0457. \u041c\u0430\u0441\u0438\u0432\u0438 \u0432\u0456\u0434\u043e\u043c\u043e\u0441\u0442\u0435\u0439 \u043f\u043e\u0442\u0440\u0435\u0431\u0443\u044e\u0442\u044c \u043e\u0447\u0438\u0449\u0435\u043d\u043d\u044f <strong>\u0434\u043b\u044f \u043f\u043e\u043a\u0440\u0430\u0449\u0435\u043d\u043d\u044f \u044f\u043a\u043e\u0441\u0442\u0456<\/strong> \u0442\u0430 \u043e\u0442\u0440\u0438\u043c\u0430\u043d\u043d\u044f <strong>\u0431\u0456\u043b\u044c\u0448<\/strong> <strong>\u0442\u043e\u0447\u043d\u0438\u0445 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0456\u0432<\/strong> . \u0423\u0441\u0456 <strong>\u043d\u0430\u0431\u043e\u0440\u0438<\/strong> \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457 <strong>\u043c\u0430\u044e\u0442\u044c \u0431\u0443\u0442\u0438<\/strong> \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e <strong>\u0432\u0456\u0434\u0444\u043e\u0440\u043c\u0430\u0442\u043e\u0432\u0430\u043d\u0456<\/strong> , \u0430 \u0431\u0443\u0434\u044c-\u044f\u043a\u0456 <strong>\u0434\u0443\u0431\u043b\u044e\u044e\u0447\u0456<\/strong> \u0430\u0431\u043e \u043d\u0435\u0440\u0435\u043b\u0435\u0432\u0430\u043d\u0442\u043d\u0456 <strong>\u0447\u0430\u0441\u0442\u0438\u043d\u0438<\/strong> \u043c\u0430\u044e\u0442\u044c \u0431\u0443\u0442\u0438 <strong>\u0432\u0438\u0434\u0430\u043b\u0435\u043d\u0456<\/strong> . <\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"4\">\n<li><strong>\u0410\u043d\u0430\u043b\u0456\u0437 <\/strong><\/li>\n<\/ol>\n\n\n\n<p>\u041f\u0456\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u0430 \u0432\u0435\u043b\u0438\u043a\u0438\u0445 \u043c\u0430\u0441\u0438\u0432\u0456\u0432 \u0434\u043b\u044f \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f \u043f\u043e\u0442\u0440\u0435\u0431\u0443\u0454 \u0447\u0430\u0441\u0443. \u042f\u043a \u0442\u0456\u043b\u044c\u043a\u0438 \u0432\u043e\u043d\u0438 \u0431\u0443\u0434\u0443\u0442\u044c \u0433\u043e\u0442\u043e\u0432\u0456, <strong>\u043f\u0440\u043e\u0446\u0435\u0441\u0438<\/strong> \u0440\u043e\u0437\u0448\u0438\u0440\u0435\u043d\u043e\u0457 <strong>\u0430\u043d\u0430\u043b\u0456\u0442\u0438\u043a\u0438<\/strong> <strong>\u043c\u043e\u0436\u0443\u0442\u044c \u043f\u0435\u0440\u0435\u0442\u0432\u043e\u0440\u0438\u0442\u0438<\/strong> <strong>\u0432\u0435\u043b\u0438\u043a\u0456 \u0434\u0430\u043d\u0456<\/strong> <strong>\u043d\u0430 \u0432\u0435\u043b\u0438\u043a\u0456 \u0456\u0434\u0435\u0457<\/strong> . <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/shema_2.jpg\" alt=\"&#x441;&#x445;&#x435;&#x43C;&#x430; &#x432;&#x435;&#x43B;&#x438;&#x43A;&#x456; &#x434;&#x430;&#x43D;&#x456; &#x432;&#x435;&#x43B;&#x438;&#x43A;&#x456; &#x456;&#x434;&#x435;&#x457; &#x430;&#x43D;&#x430;&#x43B;&#x456;&#x442;&#x438;&#x43A;&#x430;&#10;\" class=\"wp-image-18266\" width=\"624\" height=\"389\" srcset=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/shema_2.jpg 940w, https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/shema_2-300x188.jpg 300w, https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/shema_2-768x480.jpg 768w\" sizes=\"(max-width: 624px) 100vw, 624px\" \/><\/figure><\/div><\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-17 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\" id=\"h-&#x43A;&#x430;&#x43A;-&#x430;&#x43D;&#x430;&#x43B;&#x438;&#x437;&#x438;&#x440;&#x43E;&#x432;&#x430;&#x442;&#x44C;-&#x431;&#x43E;&#x43B;&#x44C;&#x448;&#x438;&#x435;-&#x434;&#x430;&#x43D;&#x43D;&#x44B;&#x435;\">\u042f\u043a \u0430\u043d\u0430\u043b\u0456\u0437\u0443\u0432\u0430\u0442\u0438 \u0432\u0435\u043b\u0438\u043a\u0456 \u0434\u0430\u043d\u0456?<\/h3>\n\n\n\n<p>\u0412\u0438\u0434\u0456\u043b\u044f\u044e\u0442\u044c \u043e\u0441\u043d\u043e\u0432\u043d\u0456 <strong>\u043c\u0435\u0442\u043e\u0434\u0438 \u0430\u043d\u0430\u043b\u0456\u0437\u0443<\/strong> \u0432\u0435\u043b\u0438\u043a\u0438\u0445 \u0434\u0430\u043d\u0438\u0445: \u043c\u0430\u0448\u0438\u043d\u043d\u0435 \u043d\u0430\u0432\u0447\u0430\u043d\u043d\u044f, \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u043d\u0435 \u043d\u0430\u0432\u0447\u0430\u043d\u043d\u044f \u0442\u0430 \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u0438\u0439 \u0430\u043d\u0430\u043b\u0456\u0437.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u0406\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u0438\u0439 \u0430\u043d\u0430\u043b\u0456\u0437 \u0434\u0430\u043d\u0438\u0445 ( <strong>\u0434\u0430\u0442\u0430 \u043c\u0430\u0439\u043d\u0456\u043d\u0433<\/strong> )<\/li>\n<\/ol>\n\n\n\n<p>\u041c\u0435\u0442\u043e\u0434\u0438 \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0430\u043d\u0430\u043b\u0456\u0437\u0443 \u0434\u0430\u043d\u0438\u0445 \u043c\u043e\u0436\u0443\u0442\u044c \u0431\u0443\u0442\u0438 \u043e\u0440\u0433\u0430\u043d\u0456\u0437\u043e\u0432\u0430\u043d\u0456 \u0443 <strong>\u0434\u0432\u0430<\/strong> \u043e\u0441\u043d\u043e\u0432\u043d\u0438\u0445 <strong>\u043a\u043b\u0430\u0441\u0438<\/strong> : \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044c\u043e\u0432\u0430\u043d\u0456 \u0442\u0430 \u043c\u0435\u0442\u043e\u0434\u0438 \u0431\u0435\u0437 \u043d\u0430\u0433\u043b\u044f\u0434\u0443.<\/p>\n\n\n\n<p><strong>\u0423 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044c\u043e\u0432\u0430\u043d\u043e\u043c\u0443<\/strong> \u043d\u0430\u0432\u0447\u0430\u043d\u043d\u0456 <strong>\u0454 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442<\/strong> , \u0449\u043e \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0454 \u0456\u043d\u0442\u0435\u0440\u0435\u0441. \u0406 <strong>\u0442\u0440\u0435\u0431\u0430<\/strong> \u0440\u043e\u0437\u0440\u043e\u0431\u0438\u0442\u0438 \u043c\u043e\u0434\u0435\u043b\u044c \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0443\u0432\u0430\u043d\u043d\u044f \u0442\u0430 <strong>\u0434\u043e\u0441\u044f\u0433\u0442\u0438<\/strong> \u0446\u044c\u043e\u0433\u043e \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0443. <\/p>\n\n\n\n<p><strong>\u0423 \u043d\u0435\u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044c\u043e\u0432\u0430\u043d\u043e\u043c\u0443<\/strong> \u043d\u0430\u0432\u0447\u0430\u043d\u043d\u0456 \u043d\u0435\u043c\u0430\u0454 \u0437\u043c\u0456\u043d\u043d\u043e\u0457 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0443, \u0449\u043e \u043c\u0438 \u0445\u043e\u0442\u0456\u043b\u0438 \u0431 \u0434\u043e\u0441\u044f\u0433\u0442\u0438. \u041d\u0430\u0448\u0430 <strong>\u043c\u0435\u0442\u0430<\/strong> \u043f\u043e\u043b\u044f\u0433\u0430\u0454 \u0432 \u0442\u043e\u043c\u0443, \u0449\u043e\u0431 <strong>\u0437\u0433\u0440\u0443\u043f\u0443\u0432\u0430\u0442\u0438<\/strong> \u0437\u043c\u0456\u043d\u043d\u0456 \u0430\u0431\u043e <strong>\u0447\u0430\u0441\u0442\u0438\u043d\u0438<\/strong> \u0434\u0430\u043d\u0438\u0445 <strong>\u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0456<\/strong> \u0457\u0445\u043d\u044c\u043e\u0433\u043e \u0441\u0442\u0443\u043f\u0435\u043d\u044f <strong>\u043f\u043e\u0434\u0456\u0431\u043d\u043e\u0441\u0442\u0456<\/strong> . \u041d\u0435\u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044c\u043e\u0432\u0430\u043d\u0435 \u043d\u0430\u0432\u0447\u0430\u043d\u043d\u044f \u0437\u0430\u0437\u0432\u0438\u0447\u0430\u0439 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u044e\u0442\u044c \u0443 \u043f\u0441\u0438\u0445\u043e\u043b\u043e\u0433\u0456\u0447\u043d\u0438\u0445 \u0434\u043e\u0441\u043b\u0456\u0434\u0436\u0435\u043d\u043d\u044f\u0445. <\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"2\">\n<li><strong>\u041c\u0430\u0448\u0438\u043d\u043d\u0435 \u043d\u0430\u0432\u0447\u0430\u043d\u043d\u044f<\/strong><\/li>\n<\/ol>\n\n\n\n<p>\u0426\u0435 \u043c\u0435\u0442\u043e\u0434, \u0434\u043e\u0431\u0440\u0435 \u0432\u0456\u0434\u043e\u043c\u0438\u0439 \u0443 \u0433\u0430\u043b\u0443\u0437\u0456 \u0448\u0442\u0443\u0447\u043d\u043e\u0433\u043e \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443. \u0412\u0438\u043d\u0438\u043a\u043d\u0443\u0432\u0448\u0438 \u0437 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0442\u0438\u043a\u0438, \u043c\u0430\u0448\u0438\u043d\u043d\u0435 \u043d\u0430\u0432\u0447\u0430\u043d\u043d\u044f <strong>\u043f\u0440\u0430\u0446\u044e\u0454 \u0437<\/strong> \u043a\u043e\u043c\u043f&#8217;\u044e\u0442\u0435\u0440\u043d\u0438\u043c\u0438 <strong>\u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u0430\u043c\u0438<\/strong> \u0434\u043e \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u043f\u0440\u0438\u043f\u0443\u0449\u0435\u043d\u044c \u0437 \u0443\u0440\u0430\u0445\u0443\u0432\u0430\u043d\u043d\u044f\u043c \u0434\u0430\u043d\u0438\u0445. \u0412\u043e\u043d\u043e <strong>\u043d\u0430\u0434\u0430\u0454 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438<\/strong> , \u044f\u043a\u0456 \u0431\u0443\u043b\u0438 \u0431 \u043d\u0435\u043c\u043e\u0436\u043b\u0438\u0432\u0438\u043c\u0438 \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0456\u0442\u0438\u043a\u0456\u0432-\u043b\u044e\u0434\u0435\u0439.<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"3\">\n<li><strong>\u0421\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u043d\u0456 \u043d\u0430\u0432\u0447\u0430\u043d\u043d\u044f<\/strong><\/li>\n<\/ol>\n\n\n\n<p><strong>\u0412\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0454 \u0456\u0441\u0442\u043e\u0440\u0438\u0447\u043d\u0456 \u0434\u0430\u043d\u0456<\/strong> \u043e\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0446\u0456\u0457 <strong>\u0434\u043b\u044f \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0443<\/strong> \u043c\u0430\u0439\u0431\u0443\u0442\u043d\u044c\u043e\u0433\u043e, \u0432\u0438\u044f\u0432\u043b\u0435\u043d\u043d\u044f \u043c\u0430\u0439\u0431\u0443\u0442\u043d\u0456\u0445 \u0440\u0438\u0437\u0438\u043a\u0456\u0432 \u0442\u0430 \u043c\u043e\u0436\u043b\u0438\u0432\u043e\u0441\u0442\u0435\u0439.<\/p>\n\n\n\n<p><strong>\u0427\u0438\u0442\u0430\u0439\u0442\u0435 \u0442\u0430\u043a\u043e\u0436<\/strong> : <a href=\"https:\/\/klona.com.ua\/blog\/3d-modelirovanie\/vse-o-sozdanii-3d-modeley-po-fotografiyam\">\u0412\u0441\u0435 \u043f\u0440\u043e \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f 3D-\u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0437\u0430 \u0444\u043e\u0442\u043e\u0433\u0440\u0430\u0444\u0456\u044f\u043c\u0438<\/a><\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-32 wp-block-group-is-layout-flex\">\n<h2 class=\"wp-block-heading\" id=\"h-&#x43A;&#x430;&#x43A;&#x438;&#x435;-&#x43D;&#x435;&#x434;&#x43E;&#x441;&#x442;&#x430;&#x442;&#x43A;&#x438;-big-data\">\u042f\u043a\u0456 \u043d\u0435\u0434\u043e\u043b\u0456\u043a\u0438 Big Data?<\/h2>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-29 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-20 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p>\u041a\u0440\u0456\u043c \u043f\u0435\u0440\u0435\u0432\u0430\u0433, \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0432\u0435\u043b\u0438\u043a\u0438\u0445 \u0434\u0430\u043d\u0438\u0445 \u043c\u0430\u0454 \u0441\u0432\u043e\u0457 <strong>\u043d\u0435\u0434\u043e\u043b\u0456\u043a\u0438<\/strong> .<\/p>\n\n\n\n<div class=\"wp-block-group has-background is-vertical is-content-justification-left is-layout-flex wp-container-core-group-is-layout-27 wp-block-group-is-layout-flex\" style=\"background-color:#edf9fc\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-26 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group has-white-background-color has-background\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<ul class=\"wp-block-list\">\n<li><strong>\u041a\u043e\u043d\u0444\u0456\u0434\u0435\u043d\u0446\u0456\u0439\u043d\u0456\u0441\u0442\u044c<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u041d\u0430\u0439\u0431\u0456\u043b\u044c\u0448\u0438\u043c \u043d\u0435\u0434\u043e\u043b\u0456\u043a\u043e\u043c Big Data \u0454 <strong>\u043d\u0435\u0431\u0435\u0437\u043f\u0435\u043a\u0430 \u043a\u0456\u0431\u0435\u0440\u0430\u0442\u0430\u043a<\/strong> . \u041d\u0430\u0432\u0456\u0442\u044c \u0433\u0456\u0433\u0430\u043d\u0442\u0441\u044c\u043a\u0456 \u043a\u043e\u043c\u043f\u0430\u043d\u0456\u0457 \u0441\u0442\u0438\u043a\u0430\u043b\u0438\u0441\u044f \u0456\u0437 \u0432\u0438\u043f\u0430\u0434\u043a\u0430\u043c\u0438 \u043c\u0430\u0441\u043e\u0432\u0438\u0445 \u0432\u0438\u0442\u043e\u043a\u0456\u0432 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457. \u041e\u0434\u043d\u0430\u043a \u0456\u0437 \u0432\u043f\u0440\u043e\u0432\u0430\u0434\u0436\u0435\u043d\u043d\u044f\u043c <a href=\"https:\/\/dou.ua\/lenta\/articles\/what-gdpr-is\/\">GDPR<\/a> <strong>\u043f\u0456\u0434\u043f\u0440\u0438\u0454\u043c\u0441\u0442\u0432\u0430<\/strong> \u0432\u0441\u0435 \u0447\u0430\u0441\u0442\u0456\u0448\u0435 <strong>\u0456\u043d\u0432\u0435\u0441\u0442\u0443\u044e\u0442\u044c \u0432 \u0456\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443<\/strong> , \u0449\u043e\u0431 \u043f\u0456\u0434\u0442\u0440\u0438\u043c\u0443\u0432\u0430\u0442\u0438 \u0411\u0456\u0433 \u0414\u0430\u0442\u0443.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u041f\u0435\u0440\u0435\u0432\u0430\u043d\u0442\u0430\u0436\u0435\u043d\u043d\u044f \u0441\u0438\u0441\u0442\u0435\u043c<\/strong> <\/li>\n<\/ul>\n\n\n\n<p>\u0412\u0435\u043b\u0438\u043a\u0456 \u0434\u0430\u043d\u0456 \u043c\u043e\u0436\u0443\u0442\u044c \u0441\u0442\u0432\u043e\u0440\u044e\u0432\u0430\u0442\u0438 \u043d\u0430\u0432\u0430\u043d\u0442\u0430\u0436\u0435\u043d\u043d\u044f \u0456 \u0448\u0443\u043c, \u0437\u043d\u0438\u0436\u0443\u044e\u0447\u0438 \u0441\u0432\u043e\u044e \u043a\u043e\u0440\u0438\u0441\u043d\u0456\u0441\u0442\u044c. \u041a\u043e\u043c\u043f\u0430\u043d\u0456\u044f\u043c \u0434\u043e\u0432\u043e\u0434\u0438\u0442\u044c\u0441\u044f \u043e\u0431\u0440\u043e\u0431\u043b\u044f\u0442\u0438 \u043c\u0430\u0441\u0438\u0432\u0438 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457, \u0432\u0438\u0437\u043d\u0430\u0447\u0430\u0442\u0438 \u0448\u0443\u043c \u0442\u0430 \u0432\u0456\u0434\u0441\u0456\u0432\u0430\u0442\u0438 \u0437\u0430\u0439\u0432\u0435.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u041f\u043e\u0442\u0440\u0435\u0431\u0430 \u0443 \u0441\u043f\u0435\u0446\u0456\u0430\u043b\u044c\u043d\u0456\u0439 \u043e\u0431\u0440\u043e\u0431\u0446\u0456<\/strong> \u0449\u0435 \u0434\u043e \u0437\u0430\u0441\u0442\u043e\u0441\u0443\u0432\u0430\u043d\u043d\u044f<\/li>\n<\/ul>\n\n\n\n<p>\u0421\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043e\u0432\u0430\u043d\u0456 \u0434\u0430\u043d\u0456 \u043b\u0435\u0433\u043a\u043e \u0437\u0431\u0435\u0440\u0456\u0433\u0430\u0442\u0438 \u0442\u0430 \u0441\u043e\u0440\u0442\u0443\u0432\u0430\u0442\u0438. \u0410\u043b\u0435 <strong>\u043d\u0435\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043e\u0432\u0430\u043d\u0456<\/strong> , \u043d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u0435\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u0456 \u043b\u0438\u0441\u0442\u0438, \u0432\u0456\u0434\u0435\u043e \u0442\u0430 \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u0456 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0438, <strong>\u0432\u0438\u043c\u0430\u0433\u0430\u044e\u0442\u044c<\/strong> \u0437\u0430\u0441\u0442\u043e\u0441\u0443\u0432\u0430\u043d\u043d\u044f <strong>\u0441\u043a\u043b\u0430\u0434\u043d\u0438\u0445 \u043c\u0435\u0442\u043e\u0434\u0456\u0432<\/strong> , \u043f\u0435\u0440\u0448 \u043d\u0456\u0436 \u0441\u0442\u0430\u0442\u0438 \u043a\u043e\u0440\u0438\u0441\u043d\u0438\u043c\u0438.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u041f\u043e\u0442\u0440\u0435\u0431\u0430 \u0445\u043e\u0440\u043e\u0448\u043e\u0457 \u0442\u0435\u0445\u043d\u0456\u0447\u043d\u043e\u0457 \u0431\u0430\u0437\u0438<\/strong> <\/li>\n<\/ul>\n\n\n\n<p><strong>\u0420\u043e\u0431\u043e\u0442\u0430<\/strong> \u0437 \u0432\u0435\u043b\u0438\u043a\u0438\u043c\u0438 \u0434\u0430\u043d\u0438\u043c\u0438 \u043f\u043e\u0442\u0440\u0435\u0431\u0443\u0454 <strong>\u0432\u0438\u0441\u043e\u043a\u043e\u0433\u043e \u0440\u0456\u0432\u043d\u044f<\/strong> \u0442\u0435\u0445\u043d\u0456\u0447\u043d\u043e\u0457 <strong>\u043c\u0430\u0439\u0441\u0442\u0435\u0440\u043d\u043e\u0441\u0442\u0456<\/strong> . \u0421\u0430\u043c\u0435 \u0442\u043e\u043c\u0443 \u0430\u043d\u0430\u043b\u0456\u0442\u0438\u043a\u0438 Big Data \u043d\u0430\u043b\u0435\u0436\u0430\u0442\u044c \u0434\u043e \u0432\u0438\u0441\u043e\u043a\u043e\u043e\u043f\u043b\u0430\u0447\u0443\u0432\u0430\u043d\u043e\u0457 \u0433\u0440\u0443\u043f\u0438 \u0432 IT-\u0441\u0444\u0435\u0440\u0456.<\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-21 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\" id=\"h-big-data-&#x43F;&#x440;&#x438;&#x43C;&#x435;&#x440;&#x44B;-&#x438;-&#x441;&#x444;&#x435;&#x440;&#x44B;-&#x43F;&#x440;&#x438;&#x43C;&#x435;&#x43D;&#x435;&#x43D;&#x438;&#x44F;-&#x442;&#x435;&#x445;&#x43D;&#x43E;&#x43B;&#x43E;&#x433;&#x438;&#x438;\">Big Data: \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0438 \u0442\u0430 \u0441\u0444\u0435\u0440\u0438 \u0437\u0430\u0441\u0442\u043e\u0441\u0443\u0432\u0430\u043d\u043d\u044f \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0457<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0423\u0440\u044f\u0434<\/strong> \u0442\u0430 \u0434\u0435\u0440\u0436\u0430\u0432\u043d\u0435 \u0443\u043f\u0440\u0430\u0432\u043b\u0456\u043d\u043d\u044f<\/li>\n\n\n\n<li><strong>\u041e\u0445\u043e\u0440\u043e\u043d\u0430 \u0437\u0434\u043e\u0440\u043e\u0432&#8217;\u044f<\/strong><\/li>\n\n\n\n<li><strong>\u041a\u0456\u0431\u0435\u0440\u0431\u0435\u0437\u043f\u0435\u043a\u0430<\/strong><\/li>\n\n\n\n<li><strong>\u0422\u0440\u0430\u043d\u0441\u043f\u043e\u0440\u0442<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u0410\u0432\u0442\u043e\u043c\u043e\u0431\u0456\u043b\u044c\u043d\u0430 \u043f\u0440\u043e\u043c\u0438\u0441\u043b\u043e\u0432\u0456\u0441\u0442\u044c \u0443\u0436\u0435 \u0434\u0430\u0432\u043d\u043e \u0432\u043f\u0440\u043e\u0432\u0430\u0434\u0438\u043b\u0430 \u0432\u0435\u043b\u0438\u0447\u0435\u0437\u043d\u0456 \u0434\u0430\u043d\u0456. \u0407\u0445 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u044e\u0442\u044c <strong>\u0434\u043b\u044f \u0432\u0438\u0440\u043e\u0431\u043d\u0438\u0446\u0442\u0432\u0430 \u043d\u0430\u0439\u043a\u0440\u0430\u0449\u0438\u0445 \u0435\u043b\u0435\u043c\u0435\u043d\u0442\u0456\u0432<\/strong> , \u0434\u043b\u044f <strong>\u043f\u0456\u0434\u0432\u0438\u0449\u0435\u043d\u043d\u044f \u0431\u0435\u0437\u043f\u0435\u043a\u0438<\/strong> \u0432\u043e\u0434\u0456\u0457\u0432 \u0442\u0430 <strong>\u0437\u0431\u0456\u043b\u044c\u0448\u0435\u043d\u043d\u044f \u043f\u0440\u043e\u0434\u0430\u0436\u0456\u0432<\/strong> \u0430\u0432\u0442\u043e\u043c\u043e\u0431\u0456\u043b\u0456\u0432. \u0412\u0438\u0440\u043e\u0431\u043d\u0438\u043a\u0438 \u0430\u0432\u0442\u043e\u043c\u043e\u0431\u0456\u043b\u0456\u0432, \u0442\u0430\u043a\u0456 \u044f\u043a BMW, \u043c\u0430\u044e\u0442\u044c \u0432\u0438\u0433\u043e\u0434\u0443 \u0437 \u0430\u043d\u0430\u043b\u0456\u0437\u0443 \u0432\u0435\u043b\u0438\u043a\u0438\u0445 \u043d\u0430\u0431\u043e\u0440\u0456\u0432 \u0432\u0456\u0434\u043e\u043c\u043e\u0441\u0442\u0435\u0439, \u043d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434 \u0437 \u043f\u0440\u043e\u0444\u0456\u043b\u0430\u043a\u0442\u0438\u0447\u043d\u043e\u0433\u043e \u043e\u0431\u0441\u043b\u0443\u0433\u043e\u0432\u0443\u0432\u0430\u043d\u043d\u044f. \u0422\u0430\u043a \u0432\u043e\u043d\u0438 \u0441\u0442\u0432\u043e\u0440\u044e\u044e\u0442\u044c <strong>\u0456\u043d\u0434\u0438\u0432\u0456\u0434\u0443\u0430\u043b\u044c\u043d\u0456 \u0440\u0456\u0448\u0435\u043d\u043d\u044f<\/strong> \u0434\u043b\u044f \u043a\u043b\u0456\u0454\u043d\u0442\u0456\u0432 \u0442\u0430 \u0430\u0432\u0442\u043e\u043c\u043e\u0431\u0456\u043b\u0456 \u0437\u0430\u0432\u0442\u0440\u0430\u0448\u043d\u044c\u043e\u0433\u043e \u0434\u043d\u044f.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u041c\u0430\u0440\u043a\u0435\u0442\u0438\u043d\u0433<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>\u0410\u043d\u0430\u043b\u0456\u0437 \u0441\u043f\u043e\u0436\u0438\u0432\u0447\u043e\u0457 \u043f\u043e\u0432\u0435\u0434\u0456\u043d\u043a\u0438<\/strong> \u0454 \u0430\u0431\u0441\u043e\u043b\u044e\u0442\u043d\u043e \u043d\u043e\u0432\u0438\u0439 \u0440\u0456\u0432\u0435\u043d\u044c \u0440\u043e\u0431\u043e\u0442\u0438 \u0437 \u0434\u0430\u043d\u0438\u043c\u0438. \u0417\u0430\u0432\u0434\u044f\u043a\u0438 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457, \u0437\u0456\u0431\u0440\u0430\u043d\u0456\u0439 \u0437 GPS, \u0441\u043e\u0446\u0456\u0430\u043b\u044c\u043d\u0438\u0445 \u043c\u0435\u0440\u0435\u0436 \u0442\u0430 \u0432 \u0406\u043d\u0442\u0435\u0440\u043d\u0435\u0442\u0456 (\u043d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u0456\u0441\u0442\u043e\u0440\u0456\u044f \u043f\u043e\u043a\u0443\u043f\u043e\u043a \u0447\u0438 \u043e\u043f\u0443\u0431\u043b\u0456\u043a\u043e\u0432\u0430\u043d\u0456 \u0434\u0443\u043c\u043a\u0438), <strong>\u043a\u043e\u043c\u043f\u0430\u043d\u0456\u0457<\/strong> \u0442\u0435\u043f\u0435\u0440 <strong>\u043c\u043e\u0436\u0443\u0442\u044c \u0430\u043d\u0430\u043b\u0456\u0437\u0443\u0432\u0430\u0442\u0438 \u0440\u0435\u0430\u043a\u0446\u0456\u044e<\/strong> \u043d\u0435 \u043b\u0438\u0448\u0435 \u0432\u0438\u0431\u0440\u0430\u043d\u0438\u0445 \u0433\u0440\u0443\u043f \u043a\u043b\u0456\u0454\u043d\u0442\u0456\u0432, \u0430 <strong>\u0439 \u043d\u0430\u0432\u0456\u0442\u044c \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u0438\u0445 \u043e\u0441\u0456\u0431<\/strong> .<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u041c\u0435\u0434\u0438\u0446\u0438\u043d\u0430<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u0410\u043d\u0430\u043b\u0456\u0442\u0438\u043a\u0430 \u0432\u0435\u043b\u0438\u043a\u0438\u0445 \u0434\u0430\u043d\u0438\u0445 \u0443 \u0446\u044c\u043e\u043c\u0443 \u0441\u0435\u043a\u0442\u043e\u0440\u0456 <strong>\u043c\u043e\u0436\u0435 \u0441\u043f\u0440\u0438\u044f\u0442\u0438 \u043f\u043e\u043a\u0440\u0430\u0449\u0435\u043d\u043d\u044e \u043e\u0431\u0441\u043b\u0443\u0433\u043e\u0432\u0443\u0432\u0430\u043d\u043d\u044f<\/strong> \u043f\u0430\u0446\u0456\u0454\u043d\u0442\u0456\u0432; <strong>\u043f\u0456\u0434\u0442\u0440\u0438\u043c\u043a\u0430<\/strong> \u043a\u043b\u0456\u043d\u0456\u0447\u043d\u0438\u0445 \u0434\u043e\u0441\u043b\u0456\u0434\u0436\u0435\u043d\u044c; <strong>\u043c\u043e\u043d\u0456\u0442\u043e\u0440\u0438\u043d\u0433<\/strong> \u0431\u0435\u0437\u043f\u0435\u043a\u0438 \u043e\u0445\u043e\u0440\u043e\u043d\u0438 \u0437\u0434\u043e\u0440\u043e\u0432&#8217;\u044f; <strong>\u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u0441\u0438\u0441\u0442\u0435\u043c<\/strong> \u0443\u043f\u0440\u0430\u0432\u043b\u0456\u043d\u0441\u044c\u043a\u043e\u0433\u043e <strong>\u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044e<\/strong> \u0442\u0430 <strong>\u043f\u0440\u043e\u0442\u0438\u0434\u0456\u0457<\/strong> \u0435\u043f\u0456\u0434\u0435\u043c\u0456\u044f\u043c \u0442\u0430 \u0456\u043d\u0448\u0438\u043c <strong>\u0437\u0430\u0433\u0440\u043e\u0437\u0430\u043c<\/strong> . <\/p>\n\n\n\n<p>\u0412\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f Big Data \u0443 \u043e\u0445\u043e\u0440\u043e\u043d\u0456 \u0437\u0434\u043e\u0440\u043e\u0432&#8217;\u044f \u0441\u043f\u0440\u0438\u044f\u0454 \u043f\u043e\u043a\u0440\u0430\u0449\u0435\u043d\u043d\u044e \u0442\u0435\u043b\u0435\u043c\u0435\u0434\u0438\u0446\u0438\u043d\u0438, \u043a\u043e\u0440\u0438\u0433\u0443\u0432\u0430\u043d\u043d\u044f \u043a\u0456\u043b\u044c\u043a\u043e\u0441\u0442\u0456 \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u0443, \u043f\u043e\u043a\u0440\u0430\u0449\u0435\u043d\u043d\u044e \u0434\u043e\u0441\u043b\u0456\u0434\u0436\u0435\u043d\u044c \u0437\u0430\u0445\u0432\u043e\u0440\u044e\u0432\u0430\u043d\u044c.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n <iframe title=\"Susan Etlinger: What do we do with all this big data?\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/AWPrOvzzqZk?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\u0421\u044e\u0437\u0430\u043d \u0415\u0442\u043b\u0456\u0434\u0436\u0435\u0440 &#8211; \u042f\u043a \u0431\u0443\u0442\u0438 \u0437 \u0432\u0435\u043b\u0438\u043a\u0438\u043c\u0438 \u0434\u0430\u043d\u0438\u043c\u0438?<\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-22 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\" id=\"h-&#x431;&#x443;&#x434;&#x443;&#x449;&#x435;&#x435;-&#x431;&#x43E;&#x43B;&#x44C;&#x448;&#x438;&#x445;-&#x434;&#x430;&#x43D;&#x43D;&#x44B;&#x445;-&#x43A;&#x443;&#x434;&#x430;-&#x43C;&#x44B;-&#x43D;&#x430;&#x43F;&#x440;&#x430;&#x432;&#x43B;&#x44F;&#x435;&#x43C;&#x441;&#x44F;\">\u041c\u0430\u0439\u0431\u0443\u0442\u043d\u0454 \u0432\u0435\u043b\u0438\u043a\u0438\u0445 \u0434\u0430\u043d\u0438\u0445. \u041a\u0443\u0434\u0438 \u043c\u0438 \u043f\u0440\u044f\u043c\u0443\u0454\u043c\u043e?<\/h2>\n\n\n\n<p>\u0423 \u0446\u0438\u0444\u0440\u043e\u0432\u0443 \u0435\u043f\u043e\u0445\u0443 \u0434\u0430\u043d\u0456 \u0454 \u043d\u0430\u0448\u0438\u043c, \u0439\u043c\u043e\u0432\u0456\u0440\u043d\u043e, \u043d\u0430\u0439\u0446\u0456\u043d\u043d\u0456\u0448\u0438\u043c \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u043c \u0442\u0430 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u043e\u043c \u043e\u0434\u043d\u043e\u0447\u0430\u0441\u043d\u043e. <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/big-data_mobilise-300x194-1.jpg\" alt=\"&#x432;&#x435;&#x43B;&#x438;&#x43A;&#x456; &#x434;&#x430;&#x43D;&#x456; &#x43C;&#x435;&#x43C;&#10;\" class=\"wp-image-18269\" width=\"454\" height=\"294\"\/><\/figure><\/div>\n\n\n<p>\u0412\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f Big Data \u0434\u043e\u043f\u043e\u043c\u0430\u0433\u0430\u0454 \u0441\u0442\u0432\u043e\u0440\u044e\u0432\u0430\u0442\u0438 \u043d\u043e\u0432\u0456 \u043f\u043e\u0441\u043b\u0443\u0433\u0438, \u0440\u043e\u0437\u0440\u043e\u0431\u043b\u044f\u0442\u0438 \u043d\u043e\u0432\u0456 \u0431\u0456\u0437\u043d\u0435\u0441-\u043c\u043e\u0434\u0435\u043b\u0456, \u043f\u0440\u043e\u0434\u0430\u0432\u0430\u0442\u0438 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0438. \u041d\u0435 \u043b\u0438\u0448\u0435 \u0432\u0435\u043b\u0438\u043a\u0456 \u0431\u0456\u0437\u043d\u0435\u0441\u0438 <strong>\u0430\u043d\u0430\u043b\u0456\u0437\u0443\u044e\u0442\u044c \u043c\u0430\u0441\u0438\u0432\u0438<\/strong> \u0432\u0456\u0434\u043e\u043c\u043e\u0441\u0442\u0435\u0439, \u0430 \u0439 <strong>\u043c\u0430\u043b\u0456 \u043f\u0456\u0434\u043f\u0440\u0438\u0454\u043c\u0441\u0442\u0432\u0430<\/strong> , <strong>\u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0442\u0438\u0432\u043d\u0456<\/strong> \u0442\u0430 \u043d\u0430\u0432\u0456\u0442\u044c <strong>\u0442\u0432\u043e\u0440\u0447\u0456<\/strong> . <\/p>\n\n\n\n<p>\u0423 \u0441\u0432\u0456\u0442\u0456, \u044f\u043a\u0438\u043c \u043c\u0438 \u0439\u043e\u0433\u043e \u0437\u043d\u0430\u0454\u043c\u043e, <strong>\u043e\u0431\u0441\u044f\u0433\u0438<\/strong> <strong>\u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457<\/strong> , \u0449\u043e \u0433\u0435\u043d\u0435\u0440\u0443\u0454\u0442\u044c\u0441\u044f, <strong>\u043f\u0440\u043e\u0434\u043e\u0432\u0436\u0443\u0432\u0430\u0442\u0438\u043c\u0443\u0442\u044c<\/strong> <strong>\u0437\u0440\u043e\u0441\u0442\u0430\u0442\u0438<\/strong> . \u041a\u043e\u043c\u043f\u0430\u043d\u0456\u044f\u043c \u0442\u0430 \u0434\u0435\u0440\u0436\u0430\u0432\u043d\u0438\u043c \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0430\u043c \u043d\u0435\u043e\u0431\u0445\u0456\u0434\u043d\u043e \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u0443 \u043d\u0430\u0443\u043a\u0438 \u043f\u0440\u043e \u0434\u0430\u043d\u0456, \u0432\u043a\u043b\u044e\u0447\u0438\u0432\u0448\u0438 \u0457\u0457 \u0434\u043e \u0441\u0432\u043e\u0457\u0445 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440. <\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0422\u0435\u0440\u043c\u0456\u043d Big Data \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0454\u0442\u044c\u0441\u044f \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u043d\u043e \u0441\u043a\u0440\u0456\u0437\u044c: \u0456 \u043e\u043d\u043b\u0430\u0439\u043d \u0442\u0430 \u043e\u0444\u043b\u0430\u0439\u043d. \u0413\u0430\u043b\u0430\u0441 \u043d\u0430\u0432\u043a\u043e\u043b\u043e \u0432\u0435\u043b\u0438\u043a\u0438\u0445 \u0434\u0430\u043d\u0438\u0445 \u0431\u0430\u0433\u0430\u0442\u044c\u043e\u0445 \u043c\u043e\u0433\u043b\u0430 \u043f\u043e\u0441\u0442\u0430\u0432\u0438\u0442\u0438 \u0443 \u0441\u043a\u0440\u0443\u0442\u0443, \u0430\u043b\u0435, \u043d\u0430\u0441\u043f\u0440\u0430\u0432\u0434\u0456, \u043f\u043e\u043d\u044f\u0442\u0442\u044f \u0431\u0456\u0433 \u0434\u0430\u0442\u0430 \u043d\u0435 \u043d\u0430\u0441\u0442\u0456\u043b\u044c\u043a\u0438 \u0441\u043a\u043b\u0430\u0434\u043d\u0435. \u0423 \u0446\u0456\u0439 \u0441\u0442\u0430\u0442\u0442\u0456 \u0440\u043e\u0437\u0443\u043c\u0456\u0454\u043c\u043e, \u0449\u043e \u0442\u0430\u043a\u0435 \u0432\u0435\u043b\u0438\u043a\u0456 \u0434\u0430\u043d\u0456 \u0456 \u043d\u0430\u0432\u0456\u0449\u043e \u0457\u0445 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u044e\u0442\u044c.<\/p>\n","protected":false},"author":50,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[897],"tags":[],"class_list":["post-23655","post","type-post","status-publish","format-standard","hentry","category-artificial-intelligence-uk"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v18.6 (Yoast SEO v23.6) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>BIG DATA (\u0412\u0415\u041b\u0418\u041a\u0406 \u0414\u0410\u041d\u0406): \u0429\u041e, \u041d\u0410\u0412\u0406\u0429\u041e \u0406 \u042f\u041a?<\/title>\n<meta name=\"description\" content=\"\u041d\u0435\u0437\u0432\u0430\u0436\u0430\u044e\u0447\u0438 \u043d\u0430 \u0433\u0430\u043b\u0430\u0441 \u043d\u0430\u0432\u043a\u043e\u043b\u043e \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0457 \u0432\u0435\u043b\u0438\u043a\u0438\u0445 \u0434\u0430\u043d\u0438\u0445, \u043f\u043e\u043d\u044f\u0442\u0442\u044f Big Data \u043d\u0435 \u043d\u0430\u0441\u0442\u0456\u043b\u044c\u043a\u0438 \u0441\u043a\u043b\u0430\u0434\u043d\u0435. \u0423 \u0441\u0442\u0430\u0442\u0442\u0456 \u0440\u043e\u0437\u0431\u0435\u0440\u0435\u043c\u043e, \u0449\u043e \u0442\u0430\u043a\u0435 \u0432\u0435\u043b\u0438\u043a\u0456 \u0434\u0430\u043d\u0456, \u0457\u0445 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0438, \u0442\u0438\u043f\u0438, \u043c\u0435\u0442\u043e\u0434\u0438 \u0430\u043d\u0430\u043b\u0456\u0437\u0443\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/klona.ua\/uk\/blog\/artificial-intelligence-uk\/big-data-velyki-dani-shho-navishho-i-yak\" \/>\n<meta property=\"og:locale\" content=\"uk_UA\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"BIG DATA (\u0412\u0415\u041b\u0418\u041a\u0406 \u0414\u0410\u041d\u0406): \u0429\u041e, \u041d\u0410\u0412\u0406\u0429\u041e \u0406 \u042f\u041a?\" \/>\n<meta property=\"og:description\" content=\"\u041d\u0435\u0437\u0432\u0430\u0436\u0430\u044e\u0447\u0438 \u043d\u0430 \u0433\u0430\u043b\u0430\u0441 \u043d\u0430\u0432\u043a\u043e\u043b\u043e \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0457 \u0432\u0435\u043b\u0438\u043a\u0438\u0445 \u0434\u0430\u043d\u0438\u0445, \u043f\u043e\u043d\u044f\u0442\u0442\u044f Big Data \u043d\u0435 \u043d\u0430\u0441\u0442\u0456\u043b\u044c\u043a\u0438 \u0441\u043a\u043b\u0430\u0434\u043d\u0435. \u0423 \u0441\u0442\u0430\u0442\u0442\u0456 \u0440\u043e\u0437\u0431\u0435\u0440\u0435\u043c\u043e, \u0449\u043e \u0442\u0430\u043a\u0435 \u0432\u0435\u043b\u0438\u043a\u0456 \u0434\u0430\u043d\u0456, \u0457\u0445 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0438, \u0442\u0438\u043f\u0438, \u043c\u0435\u0442\u043e\u0434\u0438 \u0430\u043d\u0430\u043b\u0456\u0437\u0443\" \/>\n<meta property=\"og:url\" content=\"https:\/\/klona.ua\/uk\/blog\/artificial-intelligence-uk\/big-data-velyki-dani-shho-navishho-i-yak\" \/>\n<meta property=\"og:site_name\" content=\"KLONA\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/klona3D\" \/>\n<meta property=\"article:published_time\" content=\"2023-01-15T12:47:46+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-05-10T15:03:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/klona.ua\/wp-content\/uploads\/2023\/01\/a3621686610283.5e7a7d6555a7a-1-1.png\" \/>\n<meta name=\"author\" content=\"Maria\" \/>\n<meta name=\"twitter:label1\" content=\"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e\" \/>\n\t<meta name=\"twitter:data1\" content=\"Maria\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u041f\u0440\u0438\u0431\u043b. \u0447\u0430\u0441 \u0447\u0438\u0442\u0430\u043d\u043d\u044f\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u0445\u0432\u0438\u043b\u0438\u043d\u0430\" \/>\n<script type=\"application\/ld+json\" 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