9-\u0433\u043e \u0436\u043e\u0432\u0442\u043d\u044f \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u0438, \u0430\u0441\u043f\u0456\u0440\u0430\u043d\u0442\u0438 \u0456 \u043c\u043e\u043b\u043e\u0434\u0456 \u0432\u0438\u043a\u043b\u0430\u0434\u0430\u0447\u0456 \u043a\u0430\u0444\u0435\u0434\u0440\u0438 \u0421\u0410\u041a\u041c\u0406\u0413 \u043f\u0440\u0438\u0454\u0434\u043d\u0430\u043b\u0438\u0441\u044c \u0434\u043e \u0412\u0441\u0435\u0441\u0432\u0456\u0442\u043d\u0456\u0445 \u043a\u043e\u043d\u043a\u0443\u0440\u0441\u0456\u0432 Kaggle \u0437\u0456 \u0448\u0442\u0443\u0447\u043d\u043e\u0433\u043e \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443. \u0420\u043e\u0437\u043f\u043e\u0447\u0430\u0442\u043e \u0444\u043e\u0440\u043c\u0443\u0432\u0430\u043d\u043d\u044f 3-\u0445 \u043a\u043e\u043c\u0430\u043d\u0434 \u0437 \u0442\u0430\u043a\u0438\u043c\u0438 \u043f\u043e\u043f\u0435\u0440\u0435\u0434\u043d\u0456\u043c\u0438 \u043d\u0430\u0437\u0432\u0430\u043c\u0438:- SAIT-1 VNTU (\u0430\u0441\u043f\u0456\u0440\u0430\u043d\u0442\u0438 \u0441\u043f\u0435\u0446\u0456\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0435\u0439 124 \u0456 126 \u0442\u0430 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u0438 \u0431\u0430\u043a\u0430\u043b\u0430\u0432\u0440\u0430\u0442\u0443 1-\u0433\u043e \u043a\u0443\u0440\u0441\u0443 \u0437 126 (\u0441\u043f\u0435\u0446\u0456\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044f \u00ab\u041f\u0440\u0438\u043a\u043b\u0430\u0434\u043d\u0456 \u0406\u0422\u00bb), \u043a\u0430\u043f\u0456\u0442\u0430\u043d \u2013 \u0430\u0441\u043f\u0456\u0440\u0430\u043d\u0442 3-\u0433\u043e \u043a\u0443\u0440\u0441\u0443 \u0437 124 \u041c\u0438\u0445\u0430\u0439\u043b\u043e \u0414\u0440\u0430\u0442\u043e\u0432\u0430\u043d\u0438\u0439,
\n– SAIT-2 VNTU (\u0441\u0442\u0443\u0434\u0435\u043d\u0442\u0438 \u0443\u0441\u0456\u0445 \u043d\u0430\u0448\u0438\u0445 1-4 \u043a\u0443\u0440\u0441\u0456\u0432 \u0431\u0430\u043a\u0430\u043b\u0430\u0432\u0440\u0430\u0442\u0443 124, 2-\u0433\u043e \u043a\u0443\u0440\u0441\u0443 \u0437 126 (\u0441\u043f\u0435\u0446\u0456\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044f \u00ab\u041f\u0440\u0438\u043a\u043b\u0430\u0434\u043d\u0456 \u0406\u0422\u00bb) \u0442\u0430 \u043c\u0430\u0433\u0456\u0441\u0442\u0440\u0430\u0442\u0443\u0440\u0438 1-2 \u043a\u0443\u0440\u0441\u0456\u0432 \u0437 126, \u043a\u0430\u043f\u0456\u0442\u0430\u043d \u2013 \u0434\u043e\u0446\u0435\u043d\u0442, \u043a.\u0442.\u043d. \u0437 126 \u0410\u043d\u0434\u0440\u0456\u0439 \u042f\u0449\u043e\u043b\u0442),
\nSAIT-3 VNTU (4 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u0438 3-\u0433\u043e \u043a\u0443\u0440\u0441\u0443 \u0456 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u0438 1-\u0433\u043e \u043a\u0443\u0440\u0441\u0443 \u0437 124, \u043a\u0430\u043f\u0456\u0442\u0430\u043d \u2013 \u0441\u0442\u0443\u0434\u0435\u043d\u0442 3-\u0433\u043e \u043a\u0443\u0440\u0441\u0443 \u0437 124 \u0406\u0432\u0430\u043d \u041a\u043b\u0456\u0448\u0438\u043d).
\n\u041a\u0430\u043f\u0456\u0442\u0430\u043d\u0438 \u041c\u0438\u0445\u0430\u0439\u043b\u043e \u0414\u0440\u0430\u0442\u043e\u0432\u0430\u043d\u0438\u0439 \u0442\u0430 \u0406\u0432\u0430\u043d \u041a\u043b\u0456\u0448\u0438\u043d \u0432\u0436\u0435 \u0431\u0440\u0430\u043b\u0438 \u0443\u0447\u0430\u0441\u0442\u044c \u0440\u0430\u0437\u043e\u043c \u0437 \u043f\u0440\u043e\u0444. \u041c\u043e\u043a\u0456\u043d\u0438\u043c \u0412.\u0411. \u0443 \u043f\u043e\u043f\u0435\u0440\u0435\u0434\u043d\u044c\u043e\u043c\u0443 \u043a\u043e\u043d\u043a\u0443\u0440\u0441\u0456 Kaggle \u0437 \u043f\u0435\u0440\u0435\u0434\u0431\u0430\u0447\u0443\u0432\u0430\u043d\u043d\u044f \u0432\u0430\u0440\u0442\u043e\u0441\u0442\u0456 \u043f\u043e\u0457\u0437\u0434\u043e\u043a \u043d\u0430 \u0442\u0430\u043a\u0441\u0456. \u041a\u0440\u0456\u043c \u0442\u043e\u0433\u043e, \u0432 \u0443\u0441\u0456\u0445 \u043a\u043e\u043c\u0430\u043d\u0434\u0430\u0445 \u043f\u0435\u0440\u0435\u0434\u0431\u0430\u0447\u0435\u043d\u0430 \u043a\u0432\u043e\u0442\u0430 \u0434\u043e 2-\u0445 \u043c\u0456\u0441\u0446\u044c \u0434\u043b\u044f \u0443\u0447\u043d\u0456\u0432 11 \u043a\u043b\u0430\u0441\u0456\u0432, \u044f\u043a\u0456 \u043d\u0430\u0432\u0447\u0430\u0442\u0438\u043c\u0443\u0442\u044c\u0441\u044f \u043d\u0430 \u043a\u0443\u0440\u0441\u0430\u0445 \u043a\u0430\u0444\u0435\u0434\u0440\u0438 \u0421\u0410\u041a\u041c\u0406\u0413 \u0437 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u043d\u0438\u0445 \u0406\u0422 \u0448\u0442\u0443\u0447\u043d\u043e\u0433\u043e \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443. \u0406\u043d\u0448\u0456 \u0443\u0447\u0430\u0441\u043d\u0438\u043a\u0438 \u043f\u043e\u0432\u0438\u043d\u043d\u0456 \u0431\u0443\u0442\u0438 \u0442\u0456\u043b\u044c\u043a\u0438 \u0437 \u0447\u0438\u0441\u043b\u0430 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u0456\u0432 \u0440\u0456\u0437\u043d\u0438\u0445 \u0440\u0456\u0432\u043d\u0456\u0432 \u043e\u0441\u0432\u0456\u0442\u0438 \u043a\u0430\u0444\u0435\u0434\u0440\u0438 \u0421\u0410\u041a\u041c\u0406\u0413. \u0412\u043e\u043d\u0438 \u0431\u0443\u0434\u0443\u0442\u044c \u043e\u0442\u0440\u0438\u043c\u0443\u0432\u0430\u0442\u0438 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u0443 \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u0456\u0432 \u043d\u0430\u0443\u043a \u0437\u0456 \u0441\u043f\u0435\u0446\u0456\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0456 126 \u0432\u0456\u0434 \u0434\u043e\u0446\u0435\u043d\u0442\u0456\u0432 \u043a\u0430\u0444. \u0421\u0410\u041a\u041c\u0406\u0413: \u0410\u043d\u0434\u0440\u0456\u0439 \u042f\u0449\u043e\u043b\u0442, \u0406\u043b\u043e\u043d\u0430 \u0412\u0430\u0440\u0447\u0443\u043a, \u041e\u043b\u0435\u043a\u0441\u0456\u0439 \u041a\u043e\u0437\u0430\u0447\u043a\u043e.
\n\u0406\u0422-\u043a\u043e\u043c\u043f\u0430\u043d\u0456\u044f “NestLogic” \u0437\u0430\u043f\u0440\u043e\u043f\u043e\u043d\u0443\u0432\u0430\u043b\u0430 \u0441\u0442\u0430\u0440\u0442\u0443\u0432\u0430\u0442\u0438 \u0443 \u043a\u043e\u043d\u043a\u0443\u0440\u0441\u0456 \u0437 \u043f\u0435\u0440\u0435\u0434\u0431\u0430\u0447\u0443\u0432\u0430\u043d\u043d\u044f \u0432\u0430\u0440\u0442\u043e\u0441\u0442\u0456 \u043f\u043e\u043a\u0443\u043f\u043e\u043a \u0432 \u0406\u043d\u0442\u0435\u0440\u043d\u0435\u0442 \u043c\u0430\u0433\u0430\u0437\u0438\u043d\u0430\u0445 Google \u043f\u043e \u0443\u0441\u044c\u043e\u043c\u0443 \u0441\u0432\u0456\u0442\u0443 “Google Analytics Customer Revenue Prediction”, \u0433\u0430\u0440\u0430\u043d\u0442\u0443\u044e\u0447\u0438 \u043f\u0440\u0438\u0437\u0438 \u043d\u0430\u0439\u043a\u0440\u0430\u0449\u0438\u043c \u043a\u043e\u043c\u0430\u043d\u0434\u0430\u043c \u0437 \u0412\u0456\u043d\u043d\u0438\u0446\u0456. \u0423\u0441\u0456\u043c \u0443\u0447\u0430\u0441\u043d\u0438\u043a\u0430\u043c Kaggle \u043d\u0430\u0434\u0430\u0454 csv-\u0444\u0430\u0439\u043b \u0437 \u0431\u0456\u043b\u044f 1 \u043c\u043b\u043d. \u0437\u0430\u043f\u0438\u0441\u0456\u0432 (\u0437 \u043f\u043e\u043a\u0443\u043f\u043a\u0430\u043c\u0438 \u0437 \u0431\u0456\u043b\u044f \u0442\u0438\u0441\u044f\u0447\u0456 \u043c\u0456\u0441\u0442, \u0443 \u0442.\u0447. \u043c\u0456\u0441\u0442 \u041a\u0438\u0457\u0432, \u041b\u044c\u0432\u0456\u0432, \u0425\u0430\u0440\u043a\u0456\u0432 \u0442\u043e\u0449\u043e) \u0437 \u0431\u0456\u043b\u044c\u0448 \u044f\u043a \u043f\u0456\u0432\u0441\u043e\u0442\u043d\u0435\u044e \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0456\u0432 \u0443 \u043a\u043e\u0436\u043d\u043e\u043c\u0443. \u0422\u0440\u0435\u0431\u0430 \u043d\u0430\u0432\u0447\u0438\u0442\u0438\u0441\u044c \u043f\u0435\u0440\u0435\u0434\u0431\u0430\u0447\u0443\u0432\u0430\u0442\u0438 \u0432\u0430\u0440\u0442\u0456\u0441\u0442\u044c \u043f\u043e\u043a\u0443\u043f\u043e\u043a \u043a\u043e\u0436\u043d\u0438\u043c \u043a\u043e\u0440\u0438\u0441\u0442\u0443\u0432\u0430\u0447\u0435\u043c \u0456 \u0434\u0430\u043d\u0430 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044c\u043d\u0430 \u0432\u0438\u0431\u0456\u0440\u043a\u0430 \u0431\u0456\u043b\u044c\u0448 \u044f\u043a \u043d\u0430 800 \u0442\u0438\u0441. \u0437\u0430\u043f\u0438\u0441\u0456\u0432. \u0404 \u0449\u0435 \u0440\u044f\u0434 \u0434\u043e\u0434\u0430\u0442\u043a\u043e\u0432\u0438\u0445 \u0443\u043c\u043e\u0432. \u0417\u0430\u0434\u0430\u0447\u0430 \u2013 \u0434\u043e\u0441\u0438\u0442\u044c \u0441\u043a\u043b\u0430\u0434\u043d\u0430 \u0456 \u043d\u0435\u0442\u0440\u0438\u0432\u0456\u0430\u043b\u044c\u043d\u0430.
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9-\u0433\u043e \u0436\u043e\u0432\u0442\u043d\u044f \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u0438, \u0430\u0441\u043f\u0456\u0440\u0430\u043d\u0442\u0438 \u0456 \u043c\u043e\u043b\u043e\u0434\u0456 \u0432\u0438\u043a\u043b\u0430\u0434\u0430\u0447\u0456 \u043a\u0430\u0444\u0435\u0434\u0440\u0438 \u0421\u0410\u041a\u041c\u0406\u0413 \u043f\u0440\u0438\u0454\u0434\u043d\u0430\u043b\u0438\u0441\u044c \u0434\u043e \u0412\u0441\u0435\u0441\u0432\u0456\u0442\u043d\u0456\u0445 \u043a\u043e\u043d\u043a\u0443\u0440\u0441\u0456\u0432 Kaggle \u0437\u0456 \u0448\u0442\u0443\u0447\u043d\u043e\u0433\u043e \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443. 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