{"id":174586,"date":"2026-10-08T01:03:07","date_gmt":"2026-10-08T01:03:07","guid":{"rendered":"https:\/\/wedti.com\/course\/python-for-data-science\/"},"modified":"2026-10-08T01:03:11","modified_gmt":"2026-10-08T01:03:11","slug":"python-for-data-science","status":"publish","type":"courses","link":"https:\/\/wedti.com\/ar\/course\/python-for-data-science\/","title":{"rendered":"Python for Data Science &#8211; Full Course Step by Step for Beginners (2026)"},"content":{"rendered":"<p>\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0628\u0643\u0641\u0627\u0621\u0629<br \/>\n\u062a\u0646\u0641\u064a\u0630 \u0639\u0645\u0644\u064a\u0627\u062a \u0631\u064a\u0627\u0636\u064a\u0629 \u0648\u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0643\u062a\u0628\u0629 NumPy \u0648 Pandas<br \/>\n\u0627\u0633\u062a\u064a\u0631\u0627\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062a\u0639\u062f\u062f\u0629 \u0648\u062a\u0646\u0638\u064a\u0641\u0647\u0627 \u0648\u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644<br \/>\n\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641\u064a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a<br \/>\n\u0625\u0646\u0634\u0627\u0621 \u062a\u0635\u0648\u0631\u0627\u062a \u0628\u0635\u0631\u064a\u0629 \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Matplotlib \u0648 Seaborn<br \/>\n\u062a\u0637\u0628\u064a\u0642 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629<br \/>\n\u062a\u0637\u0648\u064a\u0631 \u0645\u0647\u0627\u0631\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0635\u0645\u064a\u0645 \u0645\u0634\u0627\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u0641\u064a \u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<br \/>\n\u0627\u0643\u062a\u0633\u0627\u0628 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u0642\u062f\u064a\u0645 \u062a\u0642\u0627\u0631\u064a\u0631 \u0645\u0631\u0626\u064a\u0629 \u0648\u0627\u0636\u062d\u0629 \u0648\u0645\u0648\u062b\u0648\u0642\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0628\u0643\u0641\u0627\u0621\u0629 \u062a\u0646\u0641\u064a\u0630 \u0639\u0645\u0644\u064a\u0627\u062a \u0631\u064a\u0627\u0636\u064a\u0629 \u0648\u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0643\u062a\u0628\u0629 NumPy \u0648 Pandas \u0627\u0633\u062a\u064a\u0631\u0627\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062a\u0639\u062f\u062f\u0629 \u0648\u062a\u0646\u0638\u064a\u0641\u0647\u0627 \u0648\u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644 \u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641\u064a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0625\u0646\u0634\u0627\u0621 \u062a\u0635\u0648\u0631\u0627\u062a \u0628\u0635\u0631\u064a\u0629 \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Matplotlib \u0648 Seaborn \u062a\u0637\u0628\u064a\u0642 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u062a\u0637\u0648\u064a\u0631 \u0645\u0647\u0627\u0631\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0635\u0645\u064a\u0645&#8230;<\/p>\n","protected":false},"author":1,"featured_media":174587,"template":"","course-category":[301],"course-tag":[],"class_list":["post-174586","courses","type-courses","status-publish","has-post-thumbnail","hentry","course-category-301"],"_links":{"self":[{"href":"https:\/\/wedti.com\/ar\/wp-json\/wp\/v2\/courses\/174586","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wedti.com\/ar\/wp-json\/wp\/v2\/courses"}],"about":[{"href":"https:\/\/wedti.com\/ar\/wp-json\/wp\/v2\/types\/courses"}],"author":[{"embeddable":true,"href":"https:\/\/wedti.com\/ar\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":2,"href":"https:\/\/wedti.com\/ar\/wp-json\/wp\/v2\/courses\/174586\/revisions"}],"predecessor-version":[{"id":174601,"href":"https:\/\/wedti.com\/ar\/wp-json\/wp\/v2\/courses\/174586\/revisions\/174601"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wedti.com\/ar\/wp-json\/wp\/v2\/media\/174587"}],"wp:attachment":[{"href":"https:\/\/wedti.com\/ar\/wp-json\/wp\/v2\/media?parent=174586"}],"wp:term":[{"taxonomy":"course-category","embeddable":true,"href":"https:\/\/wedti.com\/ar\/wp-json\/wp\/v2\/course-category?post=174586"},{"taxonomy":"course-tag","embeddable":true,"href":"https:\/\/wedti.com\/ar\/wp-json\/wp\/v2\/course-tag?post=174586"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}