{"id":471339,"date":"2024-11-10T07:04:55","date_gmt":"2024-11-10T07:04:55","guid":{"rendered":"https:\/\/proxycompass.com\/?p=471339"},"modified":"2024-11-20T16:42:27","modified_gmt":"2024-11-20T16:42:27","slug":"best-web-scraping-courses","status":"publish","type":"post","link":"https:\/\/proxycompass.com\/ar\/best-web-scraping-courses\/","title":{"rendered":"\u0623\u0641\u0636\u0644 \u062f\u0648\u0631\u0627\u062a Web Scraping \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0641\u064a \u0639\u0627\u0645 2024"},"content":{"rendered":"<p>\u0647\u0644 \u062a\u0628\u062d\u062b \u0639\u0646 \u0623\u0641\u0636\u0644 \u062f\u0648\u0631\u0627\u062a \u0643\u0634\u0637 \u0627\u0644\u0648\u064a\u0628 \u0648\u0644\u0643\u0646\u0643 \u0644\u0627 \u062a\u0639\u0631\u0641 \u0645\u0646 \u0623\u064a\u0646 \u062a\u0628\u062f\u0623\u061f<\/p>\n\n\n\n<p>\u0644\u0642\u062f \u0642\u0645\u0646\u0627 \u0628\u0625\u0639\u062f\u0627\u062f \u0642\u0627\u0626\u0645\u0629 \u0628\u0623\u0641\u0636\u0644 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a. \u0628\u062f\u0621\u064b\u0627 \u0645\u0646 \u0645\u0643\u062a\u0628\u0627\u062a Python \u0648\u062d\u062a\u0649 \u0623\u0637\u0631 \u0639\u0645\u0644 JavaScript\u060c \u062a\u063a\u0637\u064a \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0627\u0644\u0634\u0627\u0645\u0644\u0629 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0644\u0645\u0633\u0627\u0639\u062f\u062a\u0643 \u0639\u0644\u0649 \u0625\u062a\u0642\u0627\u0646 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0648\u064a\u0628.&nbsp;<\/p>\n\n\n\n<p>\u0633\u0648\u0627\u0621 \u0643\u0646\u062a \u0645\u0628\u062a\u062f\u0626\u064b\u0627 \u0623\u0648 \u0645\u0628\u0631\u0645\u062c\u064b\u0627 \u0630\u0648 \u062e\u0628\u0631\u0629\u060c \u0641\u0633\u062a\u062c\u062f \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0630\u064a \u064a\u0646\u0627\u0633\u0628 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>7 \u0623\u0641\u0636\u0644 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0644\u062a\u0639\u0644\u0645 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0648\u064a\u0628<\/strong><\/h2>\n\n\n\n<p>\u064a\u062a\u0639\u0644\u0645 \u0643\u0644 \u0634\u062e\u0635 \u0628\u0634\u0643\u0644 \u0645\u062e\u062a\u0644\u0641\u061b \u0648\u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u0633\u0628\u0628 \u0641\u064a \u0623\u0646\u0646\u064a \u0642\u0645\u062a \u0628\u0625\u062f\u0631\u0627\u062c \u062f\u0648\u0631\u0627\u062a \u0630\u0627\u062a \u0645\u0646\u0627\u0647\u062c \u0645\u062a\u0646\u0648\u0639\u0629.<\/p>\n\n\n\n<p>\u0644\u0630\u0627 \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0645\u0632\u064a\u062f \u062d\u0648\u0644 \u0645\u0643\u062a\u0628\u0627\u062a Python\u060c \u0648\u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0643\u0634\u0637 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Node.js \u0623\u0648 \u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0641\u064a \u0627\u0644\u0643\u0634\u0637\u060c \u0641\u062a\u0627\u0628\u0639 \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u062f\u0648\u0631\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0646\u0627\u0633\u0628\u0643.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. \u0645\u0642\u062f\u0645\u0629 \u0639\u0645\u0644\u064a\u0629 \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0648\u064a\u0628 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 (Real Python)<\/strong><\/h3>\n\n\n\n<p>\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u064a\u0641\u0636\u0644\u0648\u0646 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0627\u0644\u0645\u0643\u062a\u0648\u0628\u060c \u0641\u0625\u0646 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0627\u0644\u0645\u0642\u062f\u0645\u0629 \u0645\u0646 Real Python \u0645\u062b\u0627\u0644\u064a\u0629. \u0628\u062f\u0621\u064b\u0627 \u0645\u0646 \u0628\u0646\u0627\u0621 \u0623\u062f\u0627\u0629 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0648\u064a\u0628 \u0648\u062a\u062b\u0628\u064a\u062a \u0645\u0643\u062a\u0628\u0627\u062a Python\u060c \u0648\u062d\u062a\u0649 \u0627\u0644\u062a\u0645\u0627\u0631\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0645\u0639\u0631\u0641\u062a\u0643\u060c \u0641\u0647\u064a \u0639\u0645\u0644\u064a\u0629 \u0644\u0644\u063a\u0627\u064a\u0629 \u0648\u0645\u0642\u062f\u0645\u0629 \u0633\u0631\u064a\u0639\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0641\u064a \u0627\u0644\u062a\u0631\u0645\u064a\u0632.<\/p>\n\n\n\n<p><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0643\u0648\u062f \u0627\u0644\u0645\u0635\u062f\u0631 \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0646\u0632\u064a\u0644.<\/li>\n\n\n\n<li>\u0633\u0647\u0644\u0629 \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0645\u0639 \u062a\u0635\u0645\u064a\u0645 \u0648\u062f\u0648\u062f.<\/li>\n\n\n\n<li>\u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 HTML \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Beautiful Soup.<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0623\u0642\u0648\u0649 \u0646\u0642\u0637\u0629<\/strong>:\u062f\u0644\u064a\u0644 \u062a\u0639\u0644\u064a\u0645\u064a \u0628\u0633\u064a\u0637 \u0648\u0648\u0627\u0636\u062d\u060c \u0645\u0639 \u062a\u0641\u0633\u064a\u0631\u0627\u062a \u0648\u0627\u0636\u062d\u0629 \u0628\u0639\u062f \u0648\u0642\u0628\u0644 \u0643\u0644 \u0633\u0637\u0631 \u0645\u0646 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629.<\/p>\n\n\n\n<p><strong>\u0623\u0643\u0628\u0631 \u0646\u0642\u0637\u0629 \u0636\u0639\u0641<\/strong>:\u064a\u0639\u062a\u0628\u0631 \u0627\u0644\u0645\u062b\u0627\u0644 \u0627\u0644\u0645\u0642\u062f\u0645 \u0646\u0642\u0637\u0629 \u0628\u062f\u0627\u064a\u0629 \u0631\u0627\u0626\u0639\u0629 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646\u060c \u0648\u0644\u0643\u0646\u0647 \u064a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0627\u0644\u062a\u062d\u062f\u064a\u062b.<\/p>\n\n\n\n<p><strong>\u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641<\/strong>:\u0627\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 - \u0644\u0627 \u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062e\u0628\u0631\u0629 \u0641\u064a \u0627\u0644\u0643\u0634\u0637.<\/p>\n\n\n\n<p><strong>\u0645\u062f\u0629<\/strong>:10-15 \u062f\u0642\u064a\u0642\u0629 \u0644\u0642\u0631\u0627\u0621\u062a\u0647.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u064a\u0628 (Coursera)<\/strong><\/h3>\n\n\n\n<p>\u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0644\u062f\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u062e\u0628\u0631\u0629 \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0648\u064a\u0628\u060c \u0648\u0643\u0646\u062a \u062a\u0628\u062d\u062b \u0639\u0646 \u062e\u0637\u0648\u0629 \u0625\u0644\u0649 \u0627\u0644\u0623\u0645\u0627\u0645 \u0641\u064a \u0627\u0644\u0635\u0639\u0648\u0628\u0629\u060c \u0641\u0642\u062f \u062a\u0643\u0648\u0646 \u062f\u0648\u0631\u0629 Coursera \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629 \u0647\u0630\u0647 \u0647\u064a \u0627\u0644\u062a\u062d\u062f\u064a \u0627\u0644\u0630\u064a \u062a\u062d\u062a\u0627\u062c\u0647. \u064a\u0648\u0635\u0649 \u0628\u0623\u0646 \u062a\u0643\u0648\u0646 \u0644\u062f\u064a\u0643 \u0645\u0639\u0631\u0641\u0629 \u0628\u0640 XML \u0648HTML \u0648JSON \u062d\u062a\u0649 \u0644\u0627 \u062a\u0634\u0639\u0631 \u0628\u0627\u0644\u0636\u064a\u0627\u0639.<\/p>\n\n\n\n<p><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0634\u0647\u0627\u062f\u0629 \u0643\u0648\u0631\u0633\u064a\u0631\u0627.<\/li>\n\n\n\n<li>5 \u0645\u0647\u0627\u0645 \u0637\u0648\u0627\u0644 \u0627\u0644\u062f\u0648\u0631\u0629.<\/li>\n\n\n\n<li>\u0648\u064a\u063a\u0637\u064a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0648\u062d\u062f\u0627\u062a Python: ET\u060c BeautifulSoup\u060c JSON\u060c XML.<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0623\u0642\u0648\u0649 \u0646\u0642\u0637\u0629<\/strong>:\u0645\u0647\u0627\u0645 \u0635\u0639\u0628\u0629 \u0644\u0635\u0642\u0644 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python. \u0646\u0638\u0631\u064b\u0627 \u0644\u0635\u0639\u0648\u0628\u062a\u0647\u0627\u060c \u0641\u0625\u0646\u0647\u0627 \u062a\u062c\u0639\u0644\u0643 \u062a\u0637\u0628\u0642 \u0643\u0644 \u0645\u0627 \u062a\u0639\u0644\u0645\u062a\u0647 \u062d\u062a\u0649 \u0627\u0644\u0622\u0646.<\/p>\n\n\n\n<p><strong>\u0623\u0643\u0628\u0631 \u0646\u0642\u0637\u0629 \u0636\u0639\u0641<\/strong>:\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0627\u0644\u0645\u0647\u0627\u0645 \u0635\u0639\u0628\u0629 \u0648\u064a\u0639\u062a\u0628\u0631\u0647\u0627 \u0627\u0644\u0628\u0639\u0636 \u0623\u0646\u0647\u0627 \u062a\u062a\u062c\u0627\u0648\u0632 \u0645\u0627 \u064a\u062a\u0645 \u062a\u062f\u0631\u064a\u0633\u0647 \u0641\u064a \u0627\u0644\u062f\u0648\u0631\u0629.<\/p>\n\n\n\n<p><strong>\u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641<\/strong>:\u0627\u0644\u0645\u0628\u0631\u0645\u062c\u0648\u0646 \u0648\u0627\u0644\u0645\u0643\u0634\u0637\u0648\u0646 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u062a\u0648\u0633\u0637 \u0648\u0644\u062f\u064a\u0647\u0645 \u0645\u0639\u0631\u0641\u0629 \u0628\u0627\u0644\u0628\u0627\u064a\u062b\u0648\u0646.<\/p>\n\n\n\n<p><strong>\u0645\u062f\u0629<\/strong>:\u062f\u0648\u0631\u0629 \u0645\u0643\u0648\u0646\u0629 \u0645\u0646 6 \u0648\u062d\u062f\u0627\u062a \u0628\u0645\u062f\u0629 18 \u0633\u0627\u0639\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0648\u064a\u0628 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python Selenium \u0648Scrapy + \u062c\u0627\u0626\u0632\u0629 ChatGPT \u0644\u0639\u0627\u0645 2024 (Udemy)<\/strong><\/h3>\n\n\n\n<p>\u062a\u0639\u0644\u0645 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0627\u0644\u0634\u0627\u0645\u0644\u0629 \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629 \u0641\u064a Udemy. \u0633\u062a\u062a\u0639\u0644\u0645 \u0623\u062f\u0648\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u062b\u0644\u0627\u062b\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u0647\u0631\u0629: \u0627\u0628\u062f\u0623 \u0628\u0640 BeautifulSoup\u060c \u062b\u0645 Selenium \u0648\u0627\u0646\u062a\u0647\u064a \u0628\u0640 Scrapy\u060c \u0645\u0639 \u062a\u0646\u0641\u064a\u0630 \u0628\u0639\u0636 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0623\u062b\u0646\u0627\u0621 \u0630\u0644\u0643.<\/p>\n\n\n\n<p>\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u0633\u0648\u0641 \u062a\u062a\u0639\u0644\u0645 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 ChatGPT \u0644\u0643\u0634\u0637 \u0627\u0644\u0648\u064a\u0628.&nbsp;<\/p>\n\n\n\n<p><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>4 \u0645\u0634\u0627\u0631\u064a\u0639 \u0643\u0634\u0637 \u0637\u0648\u0627\u0644 \u0627\u0644\u062f\u0648\u0631\u0629.<\/li>\n\n\n\n<li>\u0631\u0643\u0632\u062a \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0639\u0644\u0649 Scrapy.<\/li>\n\n\n\n<li>\u0642\u0633\u0645 XPath \u0645\u0639 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0648\u0627\u0644\u0642\u0648\u0627\u0639\u062f 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\u0644\u0643\u0644 \u0645\u0642\u0637\u0639 \u0641\u064a\u062f\u064a\u0648. \u0645\u0639\u0638\u0645 \u0627\u0644\u0634\u0631\u0648\u062d\u0627\u062a \u0623\u0633\u0627\u0633\u064a\u0629.<\/p>\n\n\n\n<p><strong>\u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641<\/strong>:\u0627\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 (\u0625\u0630\u0627 \u0644\u0645 \u062a\u0642\u0645 \u0628\u0640 scraping \u0645\u0646 \u0642\u0628\u0644)\u060c \u0627\u0644\u0645\u0628\u0631\u0645\u062c\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u0644\u062f\u064a\u0647\u0645 \u0645\u0639\u0631\u0641\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0628\u0640 Python.<\/p>\n\n\n\n<p><strong>\u0645\u062f\u0629<\/strong>:\u062a\u062d\u062a\u0648\u064a \u0627\u0644\u062f\u0648\u0631\u0629 \u0639\u0644\u0649 10.5 \u0633\u0627\u0639\u0627\u062a \u0645\u0646 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0648 17 \u0645\u0642\u0627\u0644\u0629 \u0645\u0643\u062a\u0648\u0628\u0629.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. \u062f\u0648\u0631\u0629 Scrapy \u0645\u0646 freeCodeCamp (\u064a\u0648\u062a\u064a\u0648\u0628)<\/strong><\/h3>\n\n\n\n<p>\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u063a\u0628 \u0641\u064a \u0627\u0644\u0628\u062f\u0621 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Scrapy\u060c \u0648\u0647\u0648 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0639\u0627\u0644\u064a \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0644\u0644\u0643\u0634\u0637\u060c \u0641\u0642\u062f \u062a\u0643\u0648\u0646 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0645\u0646 freeCodeCamp \u0645\u0641\u064a\u062f\u0629 \u062d\u0642\u064b\u0627. \u0623\u0641\u0636\u0644 \u062c\u0632\u0621 \u0644\u0627 \u064a\u0631\u0643\u0632 \u0641\u0642\u0637 \u0639\u0644\u0649 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a\u060c \u0628\u0644 \u062a\u062a\u0639\u0644\u0645 \u0623\u064a\u0636\u064b\u0627 \u0643\u064a\u0641\u064a\u0629 \u0646\u0634\u0631 \u0627\u0644\u0643\u0627\u0634\u0637 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0639\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Scrapyd \u0648\u062c\u062f\u0648\u0644\u0629 \u062a\u0634\u063a\u064a\u0644\u0647 \u0628\u0634\u0643\u0644 \u062f\u0648\u0631\u064a<\/p>\n\n\n\n<p><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0639\u0646\u0643\u0628\u0648\u062a Scrapy.<\/li>\n\n\n\n<li>\u062a\u0645 \u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0643\u0648\u062f \u0639\u0644\u0649 Github.<\/li>\n\n\n\n<li>\u0648\u064a\u0623\u062a\u064a \u0645\u0639 \u062f\u0644\u064a\u0644 \u062a\u0639\u0644\u064a\u0645\u064a \u0645\u0643\u062a\u0648\u0628 \u0623\u064a\u0636\u064b\u0627.<\/li>\n\n\n\n<li>\u0634\u0631\u062d \u0645\u062a\u0642\u062f\u0645 \u062d\u0648\u0644 \u0643\u064a\u0641\u064a\u0629 \u062f\u0645\u062c \u0627\u0644\u0648\u0643\u0644\u0627\u0621.<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0623\u0642\u0648\u0649 \u0646\u0642\u0637\u0629<\/strong>:\u062f\u0644\u064a\u0644 \u062a\u0639\u0644\u064a\u0645\u064a \u0633\u0647\u0644 \u0627\u0644\u0645\u062a\u0627\u0628\u0639\u0629\u060c \u0631\u0627\u0626\u0639 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u062a\u0637\u0644\u0639\u0648\u0646 \u0625\u0644\u0649 \u0641\u0647\u0645 \u0628\u0646\u064a\u0629 Scrapy.<\/p>\n\n\n\n<p><strong>\u0623\u0643\u0628\u0631 \u0646\u0642\u0637\u0629 \u0636\u0639\u0641<\/strong>:\u064a\u0641\u062a\u0642\u0631 \u0625\u0644\u0649 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u0627\u062a \u062d\u0648\u0644 \u0645\u062d\u062f\u062f\u0627\u062a CSS \u0648XPath.<\/p>\n\n\n\n<p><strong>\u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641<\/strong>:\u0627\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 (\u0625\u0630\u0627 \u0644\u0645 \u062a\u0642\u0645 \u0628\u0627\u0644\u0643\u0634\u0637 \u0645\u0646 \u0642\u0628\u0644)\u060c \u0648\u0627\u0644\u0645\u0633\u062a\u0643\u0634\u0641\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u062a\u0637\u0644\u0639\u0648\u0646 \u0625\u0644\u0649 \u0627\u0644\u063a\u0648\u0635 \u0639\u0645\u064a\u0642\u064b\u0627 \u0641\u064a Scrapy.<\/p>\n\n\n\n<p><strong>\u0645\u062f\u0629<\/strong>:\u0627\u0644\u062f\u0648\u0631\u0629 \u0639\u0628\u0627\u0631\u0629 \u0639\u0646 \u0641\u064a\u062f\u064a\u0648 \u0648\u0627\u062d\u062f \u0645\u062f\u062a\u0647 4.5 \u0633\u0627\u0639\u0629 \u0639\u0644\u0649 \u0627\u0644\u064a\u0648\u062a\u064a\u0648\u0628.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0648\u064a\u0628 \u0641\u064a Node.js \u0648JavaScript (Udemy)<\/strong><\/h3>\n\n\n\n<p>\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0645\u064a\u0644 \u0623\u0643\u062b\u0631 \u0646\u062d\u0648 JavaScript\u060c \u0641\u0633\u062a\u0633\u0627\u0639\u062f\u0643 \u062f\u0648\u0631\u0629 Udemy \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629 \u0647\u0630\u0647 \u0639\u0644\u0649 \u062a\u0639\u0644\u0645 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0648\u064a\u0628 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Node.js\u060c \u0648\u0647\u064a \u0628\u064a\u0626\u0629 JavaScript \u0631\u0627\u0626\u062f\u0629. \u0645\u0639 \u062a\u0641\u0633\u064a\u0631\u0627\u062a \u0645\u062a\u0639\u0645\u0642\u0629 \u062d\u0648\u0644 \u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u062b\u0644 Request \u0648Cheerio \u0648Puppeteer \u0648Nightmare.js \u0648\u0627\u0644\u062a\u064a \u062a\u062a\u0645\u064a\u0632 \u0628\u0627\u0644\u0648\u0636\u0648\u062d \u0648\u0627\u0644\u0627\u062e\u062a\u0635\u0627\u0631. \u0628\u0634\u0643\u0644 \u0639\u0627\u0645\u060c \u064a\u062c\u0639\u0644 \u0627\u0644\u0645\u062f\u0631\u0628 \u0627\u0644\u062f\u0648\u0631\u0629 \u0645\u0645\u062a\u0639\u0629.<\/p>\n\n\n\n<p><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0623\u0645\u062b\u0644\u0629 \u0639\u0645\u0644\u064a\u0629 \u0639\u0644\u0649 \u0645\u0648\u0627\u0642\u0639 \u0645\u062b\u0644 Craigslist \u0648 Facebook.<\/li>\n\n\n\n<li>\u0645\u0642\u062f\u0645\u0629 \u0625\u0644\u0649 \u0623\u062f\u0648\u0627\u062a \u062a\u062d\u062f\u064a\u062f CSS \u0648\u0628\u0639\u0636 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0643\u0634\u0637.<\/li>\n\n\n\n<li>\u0646\u0635\u0627\u0626\u062d \u0639\u0645\u0644\u064a\u0629 \u0644\u062a\u062c\u0646\u0628 \u0627\u0644\u062d\u0638\u0631.<\/li>\n\n\n\n<li>\u0645\u0642\u062f\u0645\u0629 \u0625\u0644\u0649 GraphQL \u0643\u0645\u0643\u0627\u0641\u0623\u0629.<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0623\u0642\u0648\u0649 \u0646\u0642\u0637\u0629<\/strong>:\u0645\u0628\u0627\u0634\u0631\u0629 \u0625\u0644\u0649 \u0627\u0644\u0646\u0642\u0637\u0629\u060c \u0645\u0639 \u0646\u0635\u0627\u0626\u062d \u0648\u0625\u0631\u0634\u0627\u062f\u0627\u062a \u062d\u0648\u0644 \u0643\u064a\u0641\u064a\u0629 \u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0648\u0642\u062a \u0639\u0646\u062f \u0627\u0644\u0643\u0634\u0637.<\/p>\n\n\n\n<p><strong>\u0623\u0643\u0628\u0631 \u0646\u0642\u0637\u0629 \u0636\u0639\u0641<\/strong>:\u0628\u0639\u0636 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0642\u062f\u064a\u0645\u0629\u060c \u0644\u0630\u0627 \u0642\u062f \u064a\u0643\u0648\u0646 \u0645\u0646 \u0627\u0644\u0635\u0639\u0628 \u0639\u0644\u0649 \u0627\u0644\u0628\u0639\u0636 \u062a\u0643\u0631\u0627\u0631 \u0645\u0627 \u064a\u0641\u0639\u0644\u0647 \u0627\u0644\u0645\u062f\u0631\u0628.<\/p>\n\n\n\n<p><strong>\u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641<\/strong>:\u0627\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 - \u0644\u0627 \u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062e\u0628\u0631\u0629 \u0641\u064a \u0627\u0644\u0643\u0634\u0637.<\/p>\n\n\n\n<p><strong>\u0645\u062f\u0629<\/strong>:\u062a\u062d\u062a\u0648\u064a \u0627\u0644\u062f\u0648\u0631\u0629 \u0639\u0644\u0649 11.5 \u0633\u0627\u0639\u0629 \u0641\u064a\u062f\u064a\u0648 \u0648 7 \u0645\u0642\u0627\u0644\u0627\u062a \u0645\u0643\u062a\u0648\u0628\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>6. \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0648\u062a\u062d\u0644\u064a\u0644 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0648\u0638\u064a\u0641\u0629 \u0645\u062d\u0644\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python (Coursera Project Network)<\/strong><\/h3>\n\n\n\n<p>\u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0645\u0645\u0627\u0631\u0633\u0629 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0641\u064a \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0648\u064a\u0628 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python. \u0646\u0638\u0631\u064b\u0627 \u0644\u0642\u0635\u0631 \u0645\u062f\u062a\u0647\u0627\u060c \u0648\u062a\u062a\u0643\u0648\u0646 \u0645\u0646 \u0623\u0631\u0628\u0639 \u062e\u0637\u0648\u0627\u062a \u0641\u0642\u0637\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u0639\u0631\u0641\u062a\u0643 \u0628\u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0648\u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0648\u064a\u0628 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0634\u0627\u063a\u0631\u0629.<\/p>\n\n\n\n<p><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0644\u0627 \u062d\u0627\u062c\u0629 \u0644\u062a\u0646\u0632\u064a\u0644 \u0623\u0648 \u062a\u062b\u0628\u064a\u062a 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Web Scraping in Python: Tools, Techniques, and Legality \u0628\u0648\u0627\u0633\u0637\u0629 Real Python (YouTube)<\/strong><\/h3>\n\n\n\n<p>\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646\u0647\u0627 \u0644\u064a\u0633\u062a \u062f\u0648\u0631\u0629 \u0641\u064a \u062d\u062f \u0630\u0627\u062a\u0647\u0627\u060c \u0628\u0644 \u0628\u0648\u062f\u0643\u0627\u0633\u062a\u060c \u0625\u0644\u0627 \u0623\u0646\u0647\u0627 \u0625\u0636\u0627\u0641\u0629 \u0631\u0627\u0626\u0639\u0629 \u0644\u062a\u062f\u0631\u064a\u0628\u0643 \u0639\u0644\u0649 \u0628\u0627\u064a\u062b\u0648\u0646. \u0641\u0647\u064a \u062a\u063a\u0637\u064a \u0628\u0639\u0636 \u0627\u0644\u062c\u0648\u0627\u0646\u0628 \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u0648\u062c\u062f \u062f\u0627\u0626\u0645\u064b\u0627 \u0641\u064a \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0641\u064a \u0634\u0631\u0639\u064a\u0629 \u0643\u0634\u0637 \u0627\u0644\u0648\u064a\u0628 \u0648\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a. \u0646\u0638\u0631\u064b\u0627 \u0644\u0623\u0646\u0647\u0627 \u0623\u0634\u0628\u0647 \u0628\u0645\u062d\u0627\u0636\u0631\u0629\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0627\u0633\u062a\u0645\u0627\u0639 \u0625\u0644\u064a\u0647\u0627 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0623\u0648 \u0645\u062c\u0631\u062f \u0627\u0644\u0627\u0633\u062a\u0644\u0642\u0627\u0621 \u0641\u064a \u0633\u0631\u064a\u0631\u0643 \u0648\u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u062a\u062c\u0627\u0631\u0628 \u0643\u0634\u0637 \u0645\u0628\u0627\u0634\u0631\u0629 \u0648\u0646\u0635\u0627\u0626\u062d \u0645\u0646 \u062e\u0628\u064a\u0631.<\/p>\n\n\n\n<p><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0623\u062f\u0648\u0627\u062a \u0644\u0628\u062f\u0621 \u0643\u0634\u0637 \u0627\u0644\u0648\u064a\u0628.<\/li>\n\n\n\n<li>\u0646\u0635\u0627\u0626\u062d \u062d\u0648\u0644 \u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0646\u0633\u064a\u0642\u0647\u0627.<\/li>\n\n\n\n<li>\u0646\u0635\u0627\u0626\u062d \u062d\u0648\u0644 \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 \u0648\u0627\u0644\u0633\u064a\u0644\u064a\u0646\u064a\u0648\u0645.<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0623\u0642\u0648\u0649 \u0646\u0642\u0637\u0629<\/strong>:\u064a\u063a\u0637\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0641\u064a \u0645\u062d\u0627\u062f\u062b\u0629 \u0645\u0645\u062a\u0639\u0629 \u0648\u062c\u0630\u0627\u0628\u0629 \u0645\u0639 \u0646\u0635\u0627\u0626\u062d \u0639\u0645\u0644\u064a\u0629 \u062d\u0648\u0644 \u0643\u064a\u0641\u064a\u0629 \u0641\u062d\u0635 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0641\u064a \u0627\u0644\u0645\u062a\u0635\u0641\u062d\u060c \u0648\u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u062c\u064a\u062f\u0629 \u0644\u0644\u062a\u062f\u0631\u0628 \u0639\u0644\u064a\u0647\u0627\u060c \u0648\u0627\u0644\u0645\u0632\u064a\u062f.<\/p>\n\n\n\n<p><strong>\u0623\u0643\u0628\u0631 \u0646\u0642\u0637\u0629 \u0636\u0639\u0641<\/strong>:\u0646\u0638\u0631\u064b\u0627 \u0644\u0623\u0646\u0647 \u0645\u062c\u0631\u062f \u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0641\u0644\u0627 \u062a\u0648\u062c\u062f \u0635\u0648\u0631 \u0644\u0645\u062a\u0627\u0628\u0639\u0629 \u0627\u0644\u0634\u0631\u062d \u0645\u0646 \u0627\u0644\u062e\u0628\u064a\u0631.<\/p>\n\n\n\n<p><strong>\u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641<\/strong>:\u0627\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 - 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We&#8217;ve curated a list with the best ones available online. From Python libraries to JavaScript frameworks, these comprehensive courses cover a wide range of tools and techniques to help you master web scraping.&nbsp; Whether you&#8217;re a beginner or an experienced programmer, you&#8217;ll [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":471340,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[35],"tags":[],"class_list":["post-471339","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"_links":{"self":[{"href":"https:\/\/proxycompass.com\/ar\/wp-json\/wp\/v2\/posts\/471339","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/proxycompass.com\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/proxycompass.com\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/proxycompass.com\/ar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/proxycompass.com\/ar\/wp-json\/wp\/v2\/comments?post=471339"}],"version-history":[{"count":3,"href":"https:\/\/proxycompass.com\/ar\/wp-json\/wp\/v2\/posts\/471339\/revisions"}],"predecessor-version":[{"id":471344,"href":"https:\/\/proxycompass.com\/ar\/wp-json\/wp\/v2\/posts\/471339\/revisions\/471344"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/proxycompass.com\/ar\/wp-json\/wp\/v2\/media\/471340"}],"wp:attachment":[{"href":"https:\/\/proxycompass.com\/ar\/wp-json\/wp\/v2\/media?parent=471339"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/proxycompass.com\/ar\/wp-json\/wp\/v2\/categories?post=471339"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/proxycompass.com\/ar\/wp-json\/wp\/v2\/tags?post=471339"}],"curies":[{"name":"\u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}