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2022"},"content":{"rendered":"\n<p>\u0623\u0646\u062a \u0644\u0633\u062a \u0627\u0644\u0648\u062d\u064a\u062f \u0627\u0644\u0630\u064a \u064a\u0641\u0643\u0631 \u0641\u064a \u0623\u062e\u0630 \u062f\u0648\u0631\u0629 \u0641\u064a \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u060c \u0627\u0644\u0630\u064a \u064a\u0646\u0645\u0648 \u0628\u0633\u0631\u0639\u0629 \u060c \u0647\u0648 \u0645\u0632\u064a\u062c \u0645\u0646 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0627\u0644\u0645\u062a\u0646\u0627\u0645\u064a \u0645\u0639\u0642\u062f \u0648\u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 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gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n<p>\u0644\u0627 \u064a\u0645\u0643\u0646 \u0627\u0644\u0645\u0628\u0627\u0644\u063a\u0629 \u0641\u064a \u0627\u0644\u062a\u0623\u0643\u064a\u062f \u0639\u0644\u0649 \u0623\u0647\u0645\u064a\u0629 \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0639\u0627\u0644\u0645 \u0627\u0644\u064a\u0648\u0645 \u0627\u0644\u0645\u062f\u0641\u0648\u0639 \u0628\u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0644\u0623\u0646 \u0627\u0644\u0639\u0627\u0644\u0645 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u064a\u062e\u0632\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0645\u0639\u0638\u0645 \u0623\u0646\u0634\u0637\u062a\u0647 \u0627\u0644\u064a\u0648\u0645\u064a\u0629. \u0644\u0627 \u062a\u062d\u062a\u0627\u062c 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\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062c\u0631\u0628\u0629 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0648\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u062a\u064a \u0645\u0646 \u0634\u0623\u0646\u0647\u0627 \u0623\u0646 \u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0637\u0644\u0627\u0628 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u062a\u0639\u0644\u0645 \u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a RESTful API \u0625\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a Foursquare \u0648\u0627\u0633\u062a\u0639\u0627\u062f\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0648\u0644 \u0623\u0645\u0627\u0643\u0646 \u0641\u064a \u0623\u062d\u064a\u0627\u0621 \u0645\u062e\u062a\u0644\u0641\u0629 \u0641\u064a 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href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fgenomic-data-science\" target=\"_blank\" rel=\"noreferrer noopener\">\u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u064a\u0646\u0648\u0645\u064a\u0629 (\u062c\u0627\u0645\u0639\u0629 \u062c\u0648\u0646\u0632 \u0647\u0648\u0628\u0643\u0646\u0632)<\/a><\/h2>\n\n<p>\u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u064a\u0646\u0648\u0645\u064a\u0629 \u0647\u0648 \u062c\u0632\u0621 \u0645\u0646 \u062a\u062e\u0635\u0635 \u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u064a\u0646\u0648\u0645\u064a\u0629 \u0627\u0644\u0630\u064a \u062a\u0642\u062f\u0645\u0647 \u062c\u0627\u0645\u0639\u0629 \u062c\u0648\u0646\u0632 \u0647\u0648\u0628\u0643\u0646\u0632. \u0643\u0634\u0631\u0637 \u0623\u0633\u0627\u0633\u064a \u0644\u0639\u0644\u0645 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\u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0648\u0641\u0647\u0645 \u062a\u062c\u0627\u0631\u0628 \u062a\u0633\u0644\u0633\u0644 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062a\u0627\u0644\u064a \u0645\u062b\u0644 Python \u0648 Galaxy \u0648 Bioconductor \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644. \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0629 \u0645\u0646\u0627\u0633\u0628\u0629 \u0628\u0634\u0643\u0644 \u0645\u062b\u0627\u0644\u064a \u0644\u0639\u0644\u0645\u0627\u0621 \u0627\u0644\u0623\u062d\u064a\u0627\u0621 \u0627\u0644\u062c\u0632\u064a\u0626\u064a\u0629 \u0623\u0648 \u0627\u0644\u0639\u0644\u0645\u0627\u0621 \u0627\u0644\u0630\u064a\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u062e\u0628\u0631\u0629 \u0641\u064a \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629 \u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n\n<p>\u062e\u0644\u0627\u0644 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\u0627\u0644\u062c\u064a\u0646\u0648\u0645<\/li><li>\u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u064a\u0646\u0648\u0645\u064a\u0629 \u0645\u0639 \u0627\u0644\u0645\u062c\u0631\u0629<\/li><li>\u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u064a\u0646\u0648\u0645\u064a\u0629<\/li><li>\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0644\u062a\u0633\u0644\u0633\u0644 \u0627\u0644\u062d\u0645\u0636 \u0627\u0644\u0646\u0648\u0648\u064a<\/li><li>\u0623\u062f\u0648\u0627\u062a \u0633\u0637\u0631 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u064a\u0646\u0648\u0645\u064a\u0629<\/li><li>\u0645\u0648\u0635\u0644 \u062d\u064a\u0648\u064a \u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u064a\u0646\u0648\u0645\u064a\u0629<\/li><li>\u0625\u062d\u0635\u0627\u0626\u064a\u0627\u062a \u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u064a\u0646\u0648\u0645\u064a\u0629<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fgenomic-data-science\" target=\"_blank\" rel=\"noreferrer noopener\">\u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0622\u0646<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-data-science-for-business-innovation-eit-digital\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fdata-science-for-business-innovation\" target=\"_blank\" rel=\"noreferrer noopener\">\u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 (EIT Digital)<\/a><\/h2>\n\n<p>\u0625\u0630\u0627 \u0643\u0646\u062a \u062c\u0632\u0621\u064b\u0627 \u0645\u0646 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0648\u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629 \u060c \u0641\u0633\u062a\u0643\u0648\u0646 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0643 \u0644\u0623\u0646\u0647\u0627 \u0633\u062a\u0633\u0645\u062d \u0644\u0643 \u0628\u0627\u0644\u062a\u0631\u0648\u064a\u062c \u0644\u0644\u0625\u0628\u062f\u0627\u0639 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\u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0648\u0638\u064a\u0641\u064a.<\/p>\n\n<p>\u062a\u0642\u062f\u0645 \u0644\u0643 \u0627\u0644\u062f\u0648\u0631\u0629 \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u060c \u0648\u0644\u0645\u0627\u0630\u0627 \u0647\u0648 \u0636\u0631\u0648\u0631\u064a \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a \u060c \u0648\u0639\u0644\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0630\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0648\u0644\u062f\u0647 \u060c \u0648\u0645\u0627 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062d\u0644\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u060c \u0648\u0627\u0644\u062a\u0645\u064a\u064a\u0632 \u0628\u064a\u0646 \u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0648\u0635\u0641\u064a\u0629 \u0648\u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u060c \u0648\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u064a\u0629. \u064a\u063a\u0637\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u0642\u0631\u0631 \u060c \u0645\u0646 \u0648\u062c\u0647\u0629 \u0646\u0638\u0631 \u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u060c \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062e\u0627\u0636\u0639\u0629 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 \u0648\u063a\u064a\u0631 \u0627\u0644\u062e\u0627\u0636\u0639\u0629 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 \u0648\u0634\u0628\u0647 \u0627\u0644\u0625\u0634\u0631\u0627\u0641 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u062a\u0639\u0644\u0645\u0647\u0627 \u0645\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0641\u0631\u0632 \u0648\u0627\u0644\u062a\u0643\u062a\u0644 \u0648\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u061b \u0646\u0645\u0627\u0630\u062c \u0648\u0627\u0628\u062a\u0643\u0627\u0631\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a NoSQL \u061b \u0648\u0648\u0638\u064a\u0641\u0629 \u0648\u062a\u0623\u062b\u064a\u0631 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062d\u062f \u0645\u0646 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0648\u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0646\u0627\u0638\u0631\u064a\u0629.<\/p>\n\n<p>\u062e\u0644\u0627\u0644 \u062c\u0644\u0633\u0629 \u0627\u0644\u062f\u0648\u0631\u0629 \u060c \u0633\u062a\u062c\u0631\u0628 \u064a\u062f\u064a\u0643 \u0641\u064a \u0628\u0639\u0636 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0644\u0644\u062a\u0623\u0647\u0644 \u0648\u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0634\u0647\u0627\u062f\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0645\u0634\u0627\u0631\u0643\u0629.<\/p>\n\n<p><strong>\u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0627\u0644\u0648\u062d\u062f\u0627\u062a \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0629 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u061b<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>\u0645\u0642\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li><li>\u0627\u0644\u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0648\u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u062a\u0623\u0633\u064a\u0633\u064a\u0629<\/li><li>\u0637\u0631\u0642 \u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0644\u0623\u0639\u0645\u0627\u0644<\/li><li>\u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0648\u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c\u0627\u062a<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fdata-science-for-business-innovation\" target=\"_blank\" rel=\"noreferrer noopener\">\u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0622\u0646<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-learn-sql-basics-for-data-science-specialization-ucdavis-university-of-california\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Flearn-sql-basics-data-science\" target=\"_blank\" rel=\"noreferrer noopener\">\u062a\u0639\u0644\u0645 \u0623\u0633\u0627\u0633\u064a\u0627\u062a SQL \u0644\u062a\u062e\u0635\u0635 \u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (UCDAVIS University of California)<\/a><\/h2>\n\n<p>\u0645\u0646\u0647\u062c \u0627\u0644\u062a\u062e\u0635\u0635 \u0647\u0630\u0627 \u0645\u0646\u0638\u0645 \u0630\u0627\u062a\u064a\u064b\u0627 \u0648\u0645\u0646\u0638\u0645\u064b\u0627 \u0644\u0645\u0633\u0627\u0639\u062f\u062a\u0643 \u0639\u0644\u0649 \u062a\u0639\u0644\u0645 \u0645\u0647\u0627\u0631\u0627\u062a \u0648\u0638\u064a\u0641\u064a\u0629 \u0641\u0631\u064a\u062f\u0629 \u0641\u064a \u063a\u0636\u0648\u0646 \u0648\u0642\u062a \u0642\u0635\u064a\u0631. \u0647\u0630\u0627 \u0627\u0644\u062a\u062e\u0635\u0635 \u0627\u0644\u0630\u064a \u062a\u0642\u062f\u0645\u0647 UCDAVIS \u064a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062e\u0628\u0631\u0629 \u0642\u0644\u064a\u0644\u0629 \u0623\u0648 \u0645\u0639\u062f\u0648\u0645\u0629 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u060c \u062d\u064a\u062b \u0633\u064a\u062a\u0645 \u062a\u0639\u0644\u064a\u0645\u0643 \u0645\u0646 \u0627\u0644\u0628\u062f\u0627\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a SQL.<\/p>\n\n<p>\u0633\u0648\u0641 \u062a\u063a\u0637\u064a \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u062d\u064a\u0648\u064a\u0629 \u0645\u062b\u0644 \u0623\u0633\u0627\u0633\u064a\u0627\u062a SQL \u0648 SQL \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0627\u062e\u062a\u0628\u0627\u0631 AB \u0648\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0645\u0648\u0632\u0639\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Apache Spark.<\/p>\n\n<p>\u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0645\u0636\u064a \u0642\u062f\u0645\u064b\u0627 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0642\u0633\u0645 \u060c \u0633\u062a\u062a\u0639\u0644\u0645 \u0643\u064a\u0641\u064a\u0629 \u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0648\u062a\u0635\u0641\u064a\u062a\u0647\u0627 \u0648\u0641\u0631\u0632\u0647\u0627 \u0648\u062a\u0644\u062e\u064a\u0635\u0647\u0627 \u0648\u062d\u062a\u0649 \u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627. \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0633\u0627\u062d\u0629 \u0639\u0645\u0644 \u0644\u0628\u0646\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u060c \u0633\u062a\u062a\u0645\u0643\u0646 \u0645\u0646 \u0625\u0646\u0634\u0627\u0621 \u062e\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 \u0645\u0646 \u0637\u0631\u0641 \u0625\u0644\u0649 \u0637\u0631\u0641 \u064a\u0645\u0643\u0646\u0647 \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0648\u064a\u0644\u0647\u0627.<\/p>\n\n<p>\u0633\u064a\u062a\u0645\u0643\u0646 \u0627\u0644\u0637\u0644\u0627\u0628 \u0627\u0644\u0630\u064a\u0646 \u064a\u062e\u062a\u0627\u0631\u0648\u0646 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0629 \u0645\u0646 \u062a\u0623\u0645\u064a\u0646 \u0648\u0638\u064a\u0641\u0629 \u0641\u064a \u0623\u064a \u0642\u0637\u0627\u0639 \u0643\u0645\u0633\u0624\u0648\u0644 \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648 \u0645\u062d\u0644\u0644 \u0628\u0631\u0627\u0645\u062c<\/p>\n\n<p><strong>\u0647\u0630\u0647 \u0627\u0644\u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0623\u0631\u0628\u0639 (4) \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0629 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0647\u064a \u061b<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>SQL \u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li><li>\u062a\u062c\u0627\u062f\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0648\u0627\u062e\u062a\u0628\u0627\u0631\u0647\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u063a\u0629 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0628\u0646\u064a\u0648\u064a\u0629<\/li><li>\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0645\u0648\u0632\u0639\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Spark SQL<\/li><li>SQL \u0644\u0645\u0634\u0631\u0648\u0639 Capstone \u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Flearn-sql-basics-data-science\" target=\"_blank\" rel=\"noreferrer noopener\">\u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0622\u0646<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-ibm-data-science-ibm\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fprofessional-certificates%2Fibm-data-science\" target=\"_blank\" rel=\"noreferrer noopener\">IBM Data Science (IBM)<\/a><\/h2>\n\n<p>\u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0648 \u0623\u062d\u062f \u062a\u062e\u0635\u0635\u0627\u062a \u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u062f\u064a\u062f\u0629 \u0644\u0634\u0631\u0643\u0629 IBM \u0646\u0638\u0631\u064b\u0627 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href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fjhu-data-visualization-dashboarding-with-r\" target=\"_blank\" rel=\"noreferrer noopener\">\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0644\u0648\u062d\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0645\u0639 \u062a\u062e\u0635\u0635 R<\/a><\/h2>\n\n<p>\u0644\u0627 \u064a\u062c\u0628 \u0623\u0646 \u064a\u062a\u0645 \u0625\u062e\u0628\u0627\u0631\u0643 \u0628\u0623\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0647\u064a \u0627\u0644\u0639\u0645\u0644\u0629 \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0644\u0644\u0639\u0627\u0644\u0645. \u0647\u0630\u0647 \u0647\u064a \u0627\u0644\u062f\u0648\u0631\u0629 \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645\u0647\u0627 \u062c\u0627\u0645\u0639\u0629 \u062c\u0648\u0646 \u0647\u0648\u0628\u0643\u0646\u0632. \u062a\u0635\u0648\u0631 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class=\"wp-block-list\"><li>\u0627\u0644\u0634\u0631\u0648\u0639 \u0641\u064a \u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a R<\/li><li>\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a R \u0645\u0639 ggplot2<\/li><li>\u0627\u0644\u062a\u0635\u0648\u0631 \u0627\u0644\u0645\u062a\u0642\u062f\u0645 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0639 R.<\/li><li>\u0646\u0634\u0631 \u0627\u0644\u062a\u0635\u0648\u0631\u0627\u062a \u0641\u064a R \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0648\u062d\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0627\u0644\u0644\u0627\u0645\u0639\u0629 \u0648\u0627\u0644\u0645\u0631\u0646\u0629<\/li><li>\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0627\u0628\u0633\u062a\u0648\u0646<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fjhu-data-visualization-dashboarding-with-r\" target=\"_blank\" rel=\"noreferrer noopener\">\u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0622\u0646<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-satellite-imagery-spatial-analysis-in-gis-university-of-toronto\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fspatial-analysis-satellite-imagery-in-a-gis\" target=\"_blank\" rel=\"noreferrer noopener\">\u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u060c \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0627\u0646\u064a 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\u0648\u062a\u0646\u0642\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648 Scikit-Learn \u0648 Text Mining \u0648\u063a\u064a\u0631\u0647\u0627 \u0627\u0644\u0643\u062b\u064a\u0631.<\/p>\n\n<p>\u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python \u0639\u0628\u0627\u0631\u0629 \u0639\u0646 \u0645\u0646\u0647\u062c \u0645\u0643\u0648\u0646 \u0645\u0646 \u062e\u0645\u0633 \u062f\u0648\u0631\u0627\u062a (5) \u0644\u0644\u0637\u0644\u0627\u0628 \u0630\u0648\u064a \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0633\u0644\u064a\u0645\u0629 (\u0645\u062a\u0648\u0633\u0637) \u0645\u0646 \u0628\u0631\u0645\u062c\u0629 Python \u0648\u0627\u0644\u062c\u0627\u062f \u0641\u064a \u062a\u0639\u0644\u0645 \u0643\u064a\u0641\u064a\u0629 \u062a\u0637\u0628\u064a\u0642 \u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a 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\u062f\u0648\u0631\u0629 Excel \u0647\u0630\u0647 \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645\u0647\u0627 \u062c\u0627\u0645\u0639\u0629 MACQUARIE \u062f\u0648\u0631\u0629 \u0631\u0627\u0626\u0639\u0629 \u060c \u0646\u0638\u0631\u064b\u0627 \u0644\u0623\u0646\u0647\u0627 \u0623\u062d\u062f \u0627\u0644\u0623\u0635\u0648\u0644 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0642\u064a\u0645\u0629 \u0644\u062a\u0623\u0645\u064a\u0646 \u0648\u0638\u064a\u0641\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a.<\/p>\n\n<p>\u064a\u0639\u062f \u0627\u062e\u062a\u064a\u0627\u0631 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0629 \u0639\u0644\u0649 \u0643\u0648\u0631\u0633\u064a\u0631\u0627 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u0644\u0645\u062f\u062e\u0644 \u062c\u062f\u064a\u062f \u0641\u064a \u0645\u062c\u0627\u0644 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class=\"wp-block-list\"><li>\u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u0623\u0648\u0631\u0627\u0642 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0648\u0643\u062a\u0628 \u0627\u0644\u0639\u0645\u0644<\/li><li>\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0646\u0635 \u0648\u0627\u0644\u062a\u0627\u0631\u064a\u062e<\/li><li>\u0627\u0644\u0646\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629<\/li><li>\u062a\u0644\u062e\u064a\u0635 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li><li>\u0627\u0644\u062c\u062f\u0627\u0648\u0644<\/li><li>\u0627\u0644\u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0645\u062d\u0648\u0631\u064a\u0629 \u0648\u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a \u0648\u0627\u0644\u0645\u0642\u0637\u0639\u0627\u062a<\/li><li>\u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0646\u0647\u0627\u0626\u064a<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center 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class=\"wp-block-list\"><li>\u0627\u0644\u062a\u0648\u062c\u0647 \u0625\u0644\u0649 SQL \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629<\/li><li>\u0623\u0633\u0627\u0633\u064a\u0627\u062a SQL SELECT<\/li><li>\u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li><li>\u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li><li>\u062a\u062c\u0645\u064a\u0639 \u0648\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li><li>\u0641\u0631\u0632 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062d\u062f \u0645\u0646\u0647\u0627<\/li><li>\u062f\u0645\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fcloudera-big-data-analysis-sql-queries\" target=\"_blank\" rel=\"noreferrer noopener\">\u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0622\u0646<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0623\u0646\u062a \u0644\u0633\u062a \u0627\u0644\u0648\u062d\u064a\u062f \u0627\u0644\u0630\u064a \u064a\u0641\u0643\u0631 \u0641\u064a \u0623\u062e\u0630 \u062f\u0648\u0631\u0629 \u0641\u064a \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u060c \u0627\u0644\u0630\u064a \u064a\u0646\u0645\u0648 \u0628\u0633\u0631\u0639\u0629 \u060c \u0647\u0648 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