{"id":23580,"date":"2026-02-12T07:43:10","date_gmt":"2026-02-12T05:43:10","guid":{"rendered":"https:\/\/atharhubs.com\/?post_type=courses&#038;p=23580"},"modified":"2026-02-12T08:43:11","modified_gmt":"2026-02-12T05:43:11","slug":"statistics-for-data-analysis","status":"publish","type":"courses","link":"https:\/\/atharhubs.com\/en\/courses\/statistics-for-data-analysis\/","title":{"rendered":"\u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u2013 \u0627\u0644\u0623\u0633\u0627\u0633 \u0627\u0644\u0639\u0644\u0645\u064a \u0644\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631"},"content":{"rendered":"<h4>\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h4>\n<p data-start=\"270\" data-end=\"571\">The program aims <strong data-start=\"282\" data-end=\"314\">Statistics for Data Analysis<\/strong> \u0625\u0644\u0649 \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0645\u062a\u062f\u0631\u0628\u064a\u0646 \u0645\u0646 \u0641\u0647\u0645 \u0648\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0648\u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a <strong data-start=\"399\" data-end=\"431\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631<\/strong>.<br data-start=\"432\" data-end=\"435\" \/>\u064a\u064f\u0639\u062f \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0641\u0642\u0631\u064a \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u062d\u064a\u062b \u064a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 <strong data-start=\"493\" data-end=\"570\">\u0641\u0647\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c\u060c \u0648\u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0633\u062a\u0646\u062a\u0627\u062c\u0627\u062a \u062f\u0642\u064a\u0642\u0629 \u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0623\u0633\u0633 \u0639\u0644\u0645\u064a\u0629<\/strong>.<\/p>\n<p data-start=\"573\" data-end=\"780\">\u064a\u0631\u0643\u0651\u0632 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0639\u0644\u0649 \u0627\u0644\u062c\u0627\u0646\u0628 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a \u0644\u0644\u0625\u062d\u0635\u0627\u0621\u060c \u0645\u0639 \u0631\u0628\u0637 \u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0646\u0638\u0631\u064a\u0629 \u0628\u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u0642\u0639\u064a\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631\u060c \u0648\u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0645\u0646\u0627\u0633\u0628\u064b\u0627 \u0644\u0645\u062d\u0644\u0644\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0643\u0644 \u0645\u0646 \u064a\u0639\u0645\u0644 \u0641\u064a \u0645\u062c\u0627\u0644 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n<hr data-start=\"782\" data-end=\"785\" \/>\n<h2 data-start=\"787\" data-end=\"816\"><img decoding=\"async\" role=\"img\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/17.0.2\/svg\/1f4da.svg\" alt=\"\ud83d\udcda\" \/> Training curriculum<\/h2>\n<ul data-start=\"818\" data-end=\"1315\">\n<li data-start=\"818\" data-end=\"862\">\n<p data-start=\"820\" data-end=\"862\">\u0645\u0642\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u062f\u0648\u0631\u0647 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/p>\n<\/li>\n<li data-start=\"863\" data-end=\"907\">\n<p data-start=\"865\" data-end=\"907\">\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Categorical \/ Numerical)<\/p>\n<\/li>\n<li data-start=\"908\" data-end=\"951\">\n<p data-start=\"910\" data-end=\"951\">\u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0627\u0644\u0648\u0635\u0641\u064a (Descriptive Statistics)<\/p>\n<\/li>\n<li data-start=\"952\" data-end=\"1012\">\n<p data-start=\"954\" data-end=\"977\">\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0646\u0632\u0639\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629:<\/p>\n<ul data-start=\"980\" data-end=\"1012\">\n<li data-start=\"980\" data-end=\"988\">\n<p data-start=\"982\" data-end=\"988\">Mean<\/p>\n<\/li>\n<li data-start=\"991\" data-end=\"1001\">\n<p data-start=\"993\" data-end=\"1001\">Median<\/p>\n<\/li>\n<li data-start=\"1004\" data-end=\"1012\">\n<p data-start=\"1006\" data-end=\"1012\">Mode<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li data-start=\"1013\" data-end=\"1081\">\n<p data-start=\"1015\" data-end=\"1029\">\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u062a\u0634\u062a\u062a:<\/p>\n<ul data-start=\"1032\" data-end=\"1081\">\n<li data-start=\"1032\" data-end=\"1044\">\n<p data-start=\"1034\" data-end=\"1044\">Variance<\/p>\n<\/li>\n<li data-start=\"1047\" data-end=\"1069\">\n<p data-start=\"1049\" data-end=\"1069\">Standard Deviation<\/p>\n<\/li>\n<li data-start=\"1072\" data-end=\"1081\">\n<p data-start=\"1074\" data-end=\"1081\">Range<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li data-start=\"1082\" data-end=\"1106\">\n<p data-start=\"1084\" data-end=\"1106\">\u0627\u0644\u062a\u0648\u0632\u064a\u0639\u0627\u062a \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629<\/p>\n<\/li>\n<li data-start=\"1107\" data-end=\"1133\">\n<p data-start=\"1109\" data-end=\"1133\">\u0627\u0644\u0627\u0631\u062a\u0628\u0627\u0637 (Correlation)<\/p>\n<\/li>\n<li data-start=\"1134\" data-end=\"1170\">\n<p data-start=\"1136\" data-end=\"1170\">\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a (Probability)<\/p>\n<\/li>\n<li data-start=\"1171\" data-end=\"1197\">\n<p data-start=\"1173\" data-end=\"1197\">\u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a (Sampling)<\/p>\n<\/li>\n<li data-start=\"1198\" data-end=\"1238\">\n<p data-start=\"1200\" data-end=\"1238\">\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0641\u0631\u0636\u064a\u0627\u062a (Hypothesis Testing)<\/p>\n<\/li>\n<li data-start=\"1239\" data-end=\"1277\">\n<p data-start=\"1241\" data-end=\"1277\">\u0641\u062a\u0631\u0627\u062a \u0627\u0644\u062b\u0642\u0629 (Confidence Intervals)<\/p>\n<\/li>\n<li data-start=\"1278\" data-end=\"1315\">\n<p data-start=\"1280\" data-end=\"1315\">\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/p>\n<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u064a\u0647\u062f\u0641 \u0628\u0631\u0646\u0627\u0645\u062c Statistics for Data Analysis \u0625\u0644\u0649 \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0645\u062a\u062f\u0631\u0628\u064a\u0646 \u0645\u0646 \u0641\u0647\u0645 \u0648\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0648\u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631.\u064a\u064f\u0639\u062f \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0641\u0642\u0631\u064a \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u062d\u064a\u062b \u064a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c\u060c \u0648\u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0633\u062a\u0646\u062a\u0627\u062c\u0627\u062a \u062f\u0642\u064a\u0642\u0629 \u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0623\u0633\u0633 \u0639\u0644\u0645\u064a\u0629. \u064a\u0631\u0643\u0651\u0632 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0639\u0644\u0649 \u0627\u0644\u062c\u0627\u0646\u0628 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a \u0644\u0644\u0625\u062d\u0635\u0627\u0621\u060c \u0645\u0639 \u0631\u0628\u0637 \u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0646\u0638\u0631\u064a\u0629 [&hellip;]<\/p>\n","protected":false},"author":13,"featured_media":23584,"template":"","course-category":[700],"course-tag":[],"class_list":["post-23580","courses","type-courses","status-publish","has-post-thumbnail","hentry","course-category-700"],"acf":[],"_links":{"self":[{"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/courses\/23580","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/courses"}],"about":[{"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/types\/courses"}],"author":[{"embeddable":true,"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/users\/13"}],"version-history":[{"count":5,"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/courses\/23580\/revisions"}],"predecessor-version":[{"id":27019,"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/courses\/23580\/revisions\/27019"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/media\/23584"}],"wp:attachment":[{"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/media?parent=23580"}],"wp:term":[{"taxonomy":"course-category","embeddable":true,"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/course-category?post=23580"},{"taxonomy":"course-tag","embeddable":true,"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/course-tag?post=23580"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}