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title=\"\u0623\u0647\u0645\u064a\u0629 \u062a\u0635\u0645\u064a\u0645 \u0645\u0648\u0642\u0639 \u0648\u064a\u0628 \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646\" src=\"https:\/\/alyomhost.com\/wp-content\/uploads\/2024\/05\/\u0623\u0647\u0645\u064a\u0629-\u062a\u0635\u0645\u064a\u0645-\u0645\u0648\u0642\u0639-\u0648\u064a\u0628-\u0628\u0644\u063a\u0629-\u0628\u0627\u064a\u062b\u0648\u0646.jpg\" alt=\"\u0623\u0647\u0645\u064a\u0629 \u062a\u0635\u0645\u064a\u0645 \u0645\u0648\u0642\u0639 \u0648\u064a\u0628 \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646\" width=\"850\" height=\"480\" \/><\/p>\n<h2>\u0645\u0627 \u0647\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u0644\u063a\u0629 \u0627\u0644\u0628\u0627\u064a\u062b\u0648\u0646\u061f<\/h2>\n<p>\u062a\u062a\u0645\u064a\u0632 \u0644\u063a\u0629 \u0627\u0644\u0628\u0627\u064a\u062b\u0648\u0646 \u0628\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c 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\u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0648\u0630\u0644\u0643 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0625\u0637\u0627\u0631\u0627\u062a \u0639\u0645\u0644 \u0642\u0648\u064a\u0629 \u0645\u062b\u0644 Django \u060c Flask \u0648\u0627\u0644\u062a\u064a \u062a\u0648\u0641\u0631 \u0647\u0630\u0647 \u0627\u0644\u0625\u0637\u0627\u0631\u0627\u062a \u0623\u062f\u0648\u0627\u062a \u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0634\u0627\u0626\u0639\u0629\u060c \u0645\u062b\u0644 \u0625\u0646\u0634\u0627\u0621 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0637\u0644\u0628\u0627\u062a HTTP \u0648\u0625\u0646\u0634\u0627\u0621 \u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n<li aria-level=\"1\">\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0648\u064a\u0628: \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0625\u0646\u0634\u0627\u0621 \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0648\u064a\u0628 \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u0646\u0647\u062a \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (APIs)<\/li>\n<li aria-level=\"1\">\u0623\u062f\u0648\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 (CMS): \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u063a\u0629 \u0627\u0644\u0628\u0627\u064a\u062b\u0648\u0646 \u0641\u064a \u0625\u0646\u0634\u0627\u0621 \u0623\u0646\u0638\u0645\u0629 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 (CMS) \u0627\u0644\u062a\u064a \u062a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0625\u0646\u0634\u0627\u0621 \u0648\u0625\u062f\u0627\u0631\u0629 \u0645\u062d\u062a\u0648\u0649 \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0648\u064a\u0628 \u0628\u0633\u0647\u0648\u0644\u0629.<\/li>\n<li aria-level=\"1\">\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0648\u062a\u0646\u0638\u064a\u0641 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0630\u0644\u0643 \u0639\u0628\u0631 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0642\u0648\u064a\u0629 \u0645\u062b\u0644 NumPy \u0648 Pandas.<\/li>\n<li aria-level=\"1\">\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a: \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0625\u062c\u0631\u0627\u0621 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0630\u0644\u0643 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062b\u0644 SciPy \u060c statsmodels.<\/li>\n<li aria-level=\"1\">\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629: \u064a\u064f\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0644\u063a\u0629 \u0627\u0644\u0628\u0627\u064a\u062b\u0648\u0646 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0641\u064a \u0645\u062c\u0627\u0644 \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629\u060c \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0648\u0641\u064a\u0631 \u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u062b\u0644 scikit-learn \u0648 TensorFlow \u0623\u062f\u0648\u0627\u062a \u0642\u0648\u064a\u0629 \u0644\u0628\u0646\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629.<\/li>\n<li aria-level=\"1\">\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP): \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u062d\u064a\u062b \u062a\u0648\u0641\u0631 \u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062b\u0644 NLTK \u060c spaCy \u0623\u062f\u0648\u0627\u062a \u0644\u0641\u0647\u0645 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635.<\/li>\n<li aria-level=\"1\">\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629: \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0630\u0643\u064a\u0629 \u0648\u0623\u0646\u0638\u0645\u0629 \u062e\u0628\u064a\u0631\u0629 \u0627\u0644\u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0648\u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a.<\/li>\n<li aria-level=\"1\">\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a: \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0643\u062a\u0627\u0628\u0629 \u0623\u062f\u0648\u0627\u062a \u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0647\u0627 \u0627\u0644\u0641\u062d\u0635 \u0648\u0627\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0648\u062a\u0636\u0645\u0646 \u0639\u0645\u0644\u0647\u0627 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\u0627\u0644\u0623\u0648\u0644\u0649 (1989-1991)<\/h3>\n<p>\u0623\u0646\u0634\u0626 \u063a\u064a\u062f\u0648 \u0641\u0627\u0646 \u0631\u0648\u0633 \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0641\u064a \u0645\u0631\u0643\u0632 \u0623\u0628\u062d\u0627\u062b \u0623\u0643\u0627\u062f\u064a\u0645\u064a \u0641\u064a \u0647\u0648\u0644\u0646\u062f\u0627\u060c \u0648\u0647\u0630\u0647 \u0643\u0627\u0646\u062a \u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0645\u0646 \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u062a\u064f\u0633\u0645\u0649 &#8220;\u0628\u0627\u064a\u062b\u0648\u0646 0.9.0&#8221; \u0648\u0644\u0642\u062f \u062a\u0645 \u0625\u0635\u062f\u0627\u0631\u0647\u0627 \u0639\u0627\u0645 1989\u060c \u062a\u0645 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0648\u0636\u0639 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0644\u0644\u063a\u0629\u060c \u062a\u062a\u0645\u062b\u0644 \u0641\u064a \u0628\u0646\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0646\u062d\u0648 \u0627\u0644\u0623\u0633\u0627\u0633\u064a.<\/p>\n<h3>\u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629 (1991-2000)<\/h3>\n<p>\u062a\u0645 \u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0645\u0646 \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0628\u0627\u064a\u062b\u0648\u0646 1.0 \u0648\u0628\u0627\u064a\u062b\u0648\u0646 1.5 \u0648\u0628\u0627\u064a\u062b\u0648\u0646 2.0\u060c \u0648\u0627\u0644\u062a\u064a \u062d\u0635\u0644\u062a \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0646\u062d\u0648 \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0648\u0625\u0636\u0627\u0641\u0629 \u0645\u064a\u0632\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u060c \u0648\u0644\u0642\u062f \u062d\u0627\u0632\u062a \u0648\u0642\u062a\u0647\u0627 \u0639\u0644\u0649 \u0625\u0639\u062c\u0627\u0628 \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u0628\u0631\u0645\u062c\u064a\u0646\u060c \u0644\u0645\u0627 \u062a\u062d\u062a\u0648\u064a\u0647 \u0639\u0644\u0649 \u0645\u0632\u0627\u064a\u0627 \u0645\u062a\u0637\u0648\u0631\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0648\u0642\u062a.<\/p>\n<h3>\u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u0627\u0644\u062b\u0629 (2000-2008)<\/h3>\n<p>\u062a\u0645 \u0625\u0635\u062f\u0627\u0631 \u0625\u0635\u062f\u0627\u0631\u064a\u0646 \u0631\u0626\u064a\u0633\u064a\u064a\u0646 \u0645\u0646 \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646: \u0628\u0627\u064a\u062b\u0648\u0646 2.1 \u0648\u0628\u0627\u064a\u062b\u0648\u0646 2.6\u060c \u062d\u064a\u062b \u062a\u0645 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649\u00a0 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0644\u0627\u0633\u062a\u0642\u0631\u0627\u0631\u060c \u0648\u0625\u0636\u0627\u0641\u0629 \u0645\u064a\u0632\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u0645\u062b\u0644 \u062f\u0639\u0645 Unicode \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u062d\u0633\u0651\u0646\u0629\u060c \u0643\u0645\u0627 \u0623\u0635\u0628\u062d\u062a \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u063a\u0629 \u0628\u0631\u0645\u062c\u0629 \u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062a\u0639\u0644\u064a\u0645 \u0648\u0627\u0644\u0639\u0644\u0648\u0645 \u0648\u0643\u0630\u0644\u0643 \u062a\u0635\u0645\u064a\u0645 \u0645\u0648\u0642\u0639 \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646.<\/p>\n<h3>\u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0631\u0627\u0628\u0639\u0629 (2008-2020):<\/h3>\n<p>\u062a\u0645 \u0625\u0635\u062f\u0627\u0631 \u0625\u0635\u062f\u0627\u0631\u064a\u0646 \u0631\u0626\u064a\u0633\u064a\u064a\u0646 \u0645\u0646 \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646: \u0628\u0627\u064a\u062b\u0648\u0646 3.0 \u0648\u0628\u0627\u064a\u062b\u0648\u0646 3.7\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u062a\u0637\u0648\u0631\u0627\u062a \u0643\u062b\u064a\u0631\u0629 \u0645\u062b\u0644 \u062a\u062d\u062f\u064a\u062b \u0627\u0644\u0646\u062d\u0648 \u0648\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0644\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0625\u0635\u062f\u0627\u0631\u0627\u062a Python 2\u060c \u0648\u0644\u0642\u062f \u062a\u0645 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u062c\u0639\u0644 \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0623\u0643\u062b\u0631 \u0633\u0647\u0648\u0644\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0642\u0648\u062a\u0647\u0627 \u0648\u0645\u0631\u0648\u0646\u062a\u0647\u0627.<\/p>\n<h3>\u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 (2020)<\/h3>\n<p>\u0647\u064a \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u062d\u0627\u0644\u064a\u0627\u064b \u0648\u0627\u0644\u062a\u064a \u064a\u062a\u0645 \u062a\u062d\u062f\u064a\u062b\u0647\u0627\u060c \u0648\u0625\u0635\u0644\u0627\u062d \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631\u060c \u062d\u064a\u062b \u062a\u064f\u0631\u0643\u0632\u00a0 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u0644\u063a\u0629\u060c \u0648\u0625\u0636\u0627\u0641\u0629 \u0645\u064a\u0632\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u0645\u062b\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u0639\u0632\u064a\u0632 \u0623\u0645\u0627\u0646\u0647\u0627.<\/p>\n<h2>\u0645\u0627 \u0627\u0644\u0645\u0642\u0635\u0648\u062f \u0628\u0645\u0643\u062a\u0628\u0627\u062a Python\u061f<\/h2>\n<p>\u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u0628\u0627\u064a\u062b\u0648\u0646 \u0647\u064a \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0645\u0646 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a 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aria-level=\"1\">\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0643\u0648\u062f: \u062a\u064f\u0633\u0627\u0639\u062f \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0639\u0644\u0649 \u0643\u062a\u0627\u0628\u0629 \u0643\u0648\u062f \u0623\u0643\u062b\u0631 \u0648\u0636\u0648\u062d\u064b\u0627 \u0648\u0633\u0647\u0648\u0644\u0629 \u0641\u064a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0648\u0627\u0644\u0641\u0647\u0645.<\/li>\n<li aria-level=\"1\">\u062a\u062d\u0633\u064a\u0646 \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0639\u0645\u0644: \u062a\u064f\u0633\u0627\u0639\u062f\u0643 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0639\u0644\u0649 \u0625\u0646\u062c\u0627\u0632 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0645 \u0641\u064a \u0648\u0642\u062a \u0623\u0642\u0644\u060c \u0645\u0645\u0627 \u064a\u0632\u064a\u062f \u0645\u0646 \u0625\u0646\u062a\u0627\u062c\u064a\u062a\u0643.<\/li>\n<li aria-level=\"1\">\u0627\u0644\u062d\u062f \u0645\u0646 \u0627\u0644\u0623\u062e\u0637\u0627\u0621: \u062a\u064f\u0633\u0627\u0639\u062f \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0639\u0644\u0649 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629\u060c \u062d\u064a\u062b \u062a\u0645 \u0627\u062e\u062a\u0628\u0627\u0631\u0647\u0627 \u0648\u062a\u0635\u062d\u064a\u062d\u0647\u0627 \u0645\u0646 \u0642\u0628\u0644 \u0645\u0628\u0631\u0645\u062c\u064a\u0646 \u0630\u0648\u064a \u062e\u0628\u0631\u0629.<\/li>\n<li aria-level=\"1\">\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0639\u0644\u0645: \u062a\u064f\u0633\u0627\u0639\u062f \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u0639\u0644\u0649 \u062a\u0639\u0644\u0645 \u0627\u0644\u0644\u063a\u0629 \u0628\u0634\u0643\u0644 \u0623\u0633\u0631\u0639\u060c \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0648\u0641\u064a\u0631 \u0623\u062f\u0648\u0627\u062a \u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0634\u0627\u0626\u0639\u0629.<\/li>\n<\/ul>\n<h2>\u0645\u0627 \u0647\u064a \u0623\u0646\u0648\u0627\u0639 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646\u061f<\/h2>\n<p>\u064a\u062a\u0645 \u0627\u062e\u062a\u064a\u0627\u0631 \u0623\u0646\u0648\u0627\u0639 \u0645\u0643\u062a\u0628\u0627\u062a Python \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0648\u0645\u062c\u0627\u0644 \u0639\u0645\u0644 \u0627\u0644\u0645\u0634\u0631\u0648\u0639\u060c \u0648\u0646\u0648\u0636\u062d \u0645\u0627 \u0647\u064a \u0623\u0647\u0645 \u0623\u0634\u0647\u0631 \u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u0628\u0627\u064a\u062b\u0648\u0646 \u0643\u0645\u0627 \u064a\u0644\u064a:<\/p>\n<ul>\n<li aria-level=\"1\">\u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062f\u0645\u062c\u0629: \u062a\u0623\u062a\u064a \u0645\u0639 \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629\u060c \u0648\u062a\u064f\u0648\u0641\u0631 \u0645\u0647\u0627\u0645 \u0623\u0633\u0627\u0633\u064a\u0629 \u0645\u062b\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0648\u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0648\u0627\u0644\u0648\u0642\u062a.<\/li>\n<li aria-level=\"1\">\u0645\u0643\u062a\u0628\u0627\u062a \u062e\u0627\u0631\u062c\u064a\u0629: \u062a\u064f\u0643\u062a\u0628 \u0645\u0646 \u062c\u0627\u0646\u0628 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646\u060c \u062d\u064a\u062b \u062a\u0648\u0641\u0631 \u0645\u0632\u0627\u064a\u0627 \u0645\u062a\u0637\u0648\u0631\u0629 \u0644\u0625\u0646\u062c\u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0631\u0633\u0648\u0645\u0627\u062a \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631.<\/li>\n<li aria-level=\"1\">NumPy: \u062a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u062d\u0633\u0627\u0628\u064a\u0629 \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f.<\/li>\n<li aria-level=\"1\">Pandas: \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u064f\u062c\u064e\u062f\u0648\u0644\u0629\u060c \u0648\u062a\u064f\u0639\u062f\u0651 \u0623\u062f\u0627\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0641\u064a \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n<li aria-level=\"1\">Matplotlib: \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u0625\u0646\u0634\u0627\u0621 \u0631\u0633\u0648\u0645\u0627\u062a \u0628\u064a\u0627\u0646\u064a\u0629 \u0648\u062a\u0635\u0648\u0631\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u062c\u0630\u0627\u0628\u0629.<\/li>\n<li aria-level=\"1\">Seaborn: \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u0625\u0646\u0634\u0627\u0621 \u0631\u0633\u0648\u0645\u0627\u062a \u0628\u064a\u0627\u0646\u064a\u0629 \u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629.<\/li>\n<li aria-level=\"1\">Scikit-learn: \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u063a\u0631\u0636 \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0648\u062a\u0639\u062f\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a.<\/li>\n<li aria-level=\"1\">\u0645\u0643\u062a\u0628\u0629 Django: \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0642\u0648\u064a \u064a\u0633\u062a\u062e\u062f\u0645 \u0644\u0625\u0646\u0634\u0627\u0621 \u0645\u0648\u0627\u0642\u0639 \u0648\u064a\u0628 \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u064a\u0628 \u0623\u0643\u062b\u0631 \u062a\u0641\u0627\u0639\u0644\u064a\u0629.<\/li>\n<li aria-level=\"1\">Flask: \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u062e\u0641\u064a\u0641 \u0627\u0644\u0648\u0632\u0646 \u0648\u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0625\u0646\u0634\u0627\u0621 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u064a\u0628 \u0628\u0633\u064a\u0637\u0629 \u0648\u0633\u0631\u064a\u0639\u0629.<\/li>\n<li aria-level=\"1\">Pyramid: \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0633\u0631\u064a\u0639 \u0648\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0644\u0625\u0646\u0634\u0627\u0621 \u0645\u0648\u0627\u0642\u0639 \u0648\u064a\u0628 \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u064a\u0628 \u0645\u0639\u0642\u062f\u0629.<\/li>\n<li aria-level=\"1\">TensorFlow: \u0645\u0643\u062a\u0628\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0646 Google \u0644\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0639\u0645\u064a\u0642\u0629.<\/li>\n<li aria-level=\"1\">PyTorch: \u0647\u064a \u0627\u0644\u0645\u0643\u062a\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0639\u0645\u064a\u0642\u0629.<\/li>\n<\/ul>\n<h2>\u0645\u0627 \u0647\u0648 \u0645\u0633\u062a\u0642\u0628\u0644 \u0644\u063a\u0629 \u0627\u0644\u0628\u0627\u064a\u062b\u0648\u0646\u061f<\/h2>\n<p>\u0633\u0648\u0641 \u062a\u062d\u0635\u0644 \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0639\u0644\u0649 \u0645\u0633\u062a\u0642\u0628\u0644 \u0628\u0627\u0647\u0631\u060c \u0646\u0638\u0631\u0627\u064b \u0644\u0633\u0647\u0648\u0644\u0629 \u062a\u0639\u0644\u0645\u0647\u0627 \u0648\u0642\u0648\u062a\u0647\u0627 \u0648\u0642\u0627\u0628\u0644\u064a\u062a\u0647\u0627 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u062a\u062c\u0639\u0644\u0647\u0627 \u0644\u063a\u0629 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u0648\u0627\u0644\u0645\u062d\u062a\u0631\u0641\u064a\u0646 \u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0646\u0645\u0648 \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u064a\u0628\u060c \u0645\u0645\u0627 \u064a\u0639\u0646\u064a \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0630\u0648\u064a \u062e\u0628\u0631\u0629 \u0641\u064a \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0643\u0645\u0627 \u062a\u0634\u064a\u0631 \u0627\u0644\u062a\u0648\u0642\u0639\u0627\u062a \u0625\u0644\u0649 \u0623\u0646 \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0633\u0648\u0641 \u062a\u0633\u062a\u0645\u0631 \u0641\u064a \u0627\u0644\u0646\u0645\u0648 \u0648\u0627\u0644\u0627\u0632\u062f\u0647\u0627\u0631 \u0641\u064a \u0627\u0644\u0633\u0646\u0648\u0627\u062a \u0627\u0644\u0642\u0627\u062f\u0645\u0629\u060c \u0643\u0645\u0627 \u064a\u0644\u064a:<\/p>\n<p>\u0632\u064a\u0627\u062f\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a: \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0645\u0645\u0627 \u064a\u062a\u0648\u0642\u0639 \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0630\u0648\u064a \u062e\u0628\u0631\u0629 \u0641\u064a \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646.<\/p>\n<p>\u0646\u0645\u0648 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u064a\u0628: \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0644\u062a\u0635\u0645\u064a\u0645 \u0648\u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u064a\u0628\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0630\u0648\u064a \u062e\u0628\u0631\u0629 \u0641\u064a \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646.<\/p>\n<p>\u0632\u064a\u0627\u062f\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a: \u0645\u0639 \u0627\u0632\u062f\u064a\u0627\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 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