{"id":23613,"date":"2026-02-11T15:43:21","date_gmt":"2026-02-11T13:43:21","guid":{"rendered":"https:\/\/atharhubs.com\/?post_type=courses&p=23613"},"modified":"2026-02-11T16:43:23","modified_gmt":"2026-02-11T13:43:23","slug":"python-for-machine-learning","status":"publish","type":"courses","link":"https:\/\/atharhubs.com\/en\/courses\/python-for-machine-learning\/","title":{"rendered":"Python \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u2013 \u0645\u0646 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0625\u0644\u0649 \u0628\u0646\u0627\u0621 \u0627\u0644\u0646\u0645\u0627\u0630\u062c"},"content":{"rendered":"

\u062f\u0648\u0631\u0629 Python for Machine Learning\u00a0<\/h4>\n

The program aims Python for Machine Learning<\/strong> \u0625\u0644\u0649 \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0645\u062a\u062f\u0631\u0628\u064a\u0646 \u0645\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u063a\u0629 Python<\/strong> \u0644\u0628\u0646\u0627\u0621 \u0648\u062a\u0642\u064a\u064a\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/strong>\u060c \u0645\u0639 \u0641\u0647\u0645 \u0639\u0645\u0644\u064a \u0644\u0643\u064a\u0641\u064a\u0629 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0646\u0628\u0624 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631.<\/p>\n

\u064a\u0631\u0643\u0651\u0632 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0639\u0644\u0649 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0639\u0645\u0644\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0634\u0647\u0631 \u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0641\u064a Python\u060c \u0645\u0639 \u0634\u0631\u062d \u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 \u0648\u063a\u064a\u0631 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641\u060c \u062a\u062c\u0647\u064a\u0632 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0648\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0623\u062f\u0627\u0621<\/strong>.<\/p>\n

\u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0644\u064a\u0643\u0648\u0646 \u0646\u0642\u0637\u0629 \u062f\u062e\u0648\u0644 \u0642\u0648\u064a\u0629 \u0644\u0643\u0644 \u0645\u0646 \u064a\u0631\u063a\u0628 \u0641\u064a \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a Data Science\u060c Artificial Intelligence\u060c \u0648Machine Learning<\/strong>.<\/p>\n

\"\ud83d\udcda\" Training curriculum<\/strong><\/h2>\n
    \n
  • \n

    \u0645\u0642\u062f\u0645\u0629 \u0639\u0646 Machine Learning \u0648\u0623\u0646\u0648\u0627\u0639\u0647<\/p>\n<\/li>\n

  • \n

    \u062f\u0648\u0631 Python \u0641\u064a \u0628\u0646\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/p>\n<\/li>\n

  • \n

    \u062a\u062c\u0647\u064a\u0632 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Preprocessing)<\/p>\n<\/li>\n

  • \n

    \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 NumPy \u0648Pandas<\/p>\n<\/li>\n

  • \n

    \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a ML<\/p>\n<\/li>\n

  • \n

    \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641:<\/p>\n

      \n
    • \n

      Linear Regression<\/p>\n<\/li>\n

    • \n

      Logistic Regression<\/p>\n<\/li>\n

    • \n

      KNN<\/p>\n<\/li>\n

    • \n

      Decision Trees<\/p>\n<\/li>\n<\/ul>\n<\/li>\n

    • \n

      \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u063a\u064a\u0631 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641:<\/p>\n

        \n
      • \n

        Clustering (K-Means)<\/p>\n<\/li>\n<\/ul>\n<\/li>\n

      • \n

        \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c (Accuracy \u2013 Precision \u2013 Recall)<\/p>\n<\/li>\n

      • \n

        \u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u0646\u0645\u0627\u0630\u062c<\/p>\n<\/li>\n

      • \n

        \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0643\u062a\u0628\u0629 Scikit-learn<\/p>\n<\/li>\n

      • \n

        \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0639\u0645\u0644\u064a\u0629 \u0648\u062a\u0645\u0627\u0631\u064a\u0646<\/p>\n<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"

        \u062f\u0648\u0631\u0629 Python for Machine Learning\u00a0 \u064a\u0647\u062f\u0641 \u0628\u0631\u0646\u0627\u0645\u062c Python for Machine Learning \u0625\u0644\u0649 \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0645\u062a\u062f\u0631\u0628\u064a\u0646 \u0645\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u063a\u0629 Python \u0644\u0628\u0646\u0627\u0621 \u0648\u062a\u0642\u064a\u064a\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0645\u0639 \u0641\u0647\u0645 \u0639\u0645\u0644\u064a \u0644\u0643\u064a\u0641\u064a\u0629 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0646\u0628\u0624 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631. \u064a\u0631\u0643\u0651\u0632 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0639\u0644\u0649 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0639\u0645\u0644\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0634\u0647\u0631 \u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0641\u064a Python\u060c \u0645\u0639 \u0634\u0631\u062d \u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062e\u0627\u0636\u0639 […]<\/p>\n","protected":false},"author":13,"featured_media":23664,"template":"","course-category":[700],"course-tag":[],"class_list":["post-23613","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\/23613","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":6,"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/courses\/23613\/revisions"}],"predecessor-version":[{"id":26885,"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/courses\/23613\/revisions\/26885"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/media\/23664"}],"wp:attachment":[{"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/media?parent=23613"}],"wp:term":[{"taxonomy":"course-category","embeddable":true,"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/course-category?post=23613"},{"taxonomy":"course-tag","embeddable":true,"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/course-tag?post=23613"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}