{"id":43775,"date":"2023-10-16T19:18:47","date_gmt":"2023-10-16T15:48:47","guid":{"rendered":"https:\/\/quera.org\/blog\/?p=43775"},"modified":"2023-11-15T14:29:57","modified_gmt":"2023-11-15T10:59:57","slug":"what-is-nlp","status":"publish","type":"post","link":"https:\/\/quera.org\/blog\/what-is-nlp\/","title":{"rendered":"\u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0686\u06cc\u0633\u062a \u061f &#8211; \u0647\u0631\u0686\u0647 \u0628\u0627\u06cc\u062f \u0631\u0627\u062c\u0639 \u0628\u0647 NLP \u0628\u062f\u0627\u0646\u06cc\u062f"},"content":{"rendered":"\n<p>\u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062a\u0642\u0631\u06cc\u0628\u0627 \u0647\u0645\u0647 \u0645\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0631\u0648\u0632\u0645\u0631\u0647 \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u0648 \u0627\u062d\u062a\u0645\u0627\u0644\u0627 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u062e\u0628\u0631 \u0646\u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645. \u0627\u0632 \u0627\u06cc\u0646 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u062f\u0631 \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc \u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc\u060c \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 GPS\u060c \u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627 \u0648 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u06af\u0648\u0646\u0627\u06af\u0648\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u0647\u0627 \u0647\u0645 \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0631\u0648\u06cc\u0647\u200c\u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc\u060c \u0641\u0631\u0627\u06cc\u0646\u062f\u0647\u0627\u06cc \u0631\u0648\u0632\u0627\u0646\u0647 \u0648 \u062a\u062c\u0627\u0631\u0628 \u06a9\u0627\u0631\u0645\u0646\u062f\u0627\u0646 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f. \u0627\u0645\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0686\u06cc\u0633\u062a \u0648 \u0686\u0637\u0648\u0631 \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0686\u0647 \u0646\u0642\u0634\u06cc \u062f\u0631 \u0632\u0646\u062f\u06af\u06cc \u0631\u0648\u0632\u0645\u0631\u0647 \u0645\u0627 \u062f\u0627\u0631\u062f\u061f \u0628\u0627 <a href=\"https:\/\/quera.org\/blog\/\">\u06a9\u0648\u0626\u0631\u0627 \u0628\u0644\u0627\u06af<\/a> \u0647\u0645\u0631\u0627\u0647 \u0628\u0627\u0634\u06cc\u062f \u062a\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0633\u0648\u0627\u0644\u0627\u062a \u0648 \u0627\u0646\u0628\u0648\u0647\u06cc \u0633\u0648\u0627\u0644 \u062f\u06cc\u06af\u0631 \u067e\u0627\u0633\u062e \u0628\u062f\u0647\u06cc\u0645. <\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_81 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title ez-toc-toggle\" style=\"cursor:pointer\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" 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href=\"https:\/\/quera.org\/blog\/what-is-nlp\/#%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%B2%D8%A8%D8%A7%D9%86_%D8%B7%D8%A8%DB%8C%D8%B9%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >\u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0686\u06cc\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/quera.org\/blog\/what-is-nlp\/#%D8%AF%D9%84%D8%A7%DB%8C%D9%84_%D8%A7%D9%87%D9%85%DB%8C%D8%AA_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%B2%D8%A8%D8%A7%D9%86_%D8%B7%D8%A8%DB%8C%D8%B9%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >\u062f\u0644\u0627\u06cc\u0644 \u0627\u0647\u0645\u06cc\u062a \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0686\u06cc\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/quera.org\/blog\/what-is-nlp\/#%D8%B1%D9%88%D8%B4_%DA%A9%D8%A7%D8%B1_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%B2%D8%A8%D8%A7%D9%86_%D8%B7%D8%A8%DB%8C%D8%B9%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\" >\u0631\u0648\u0634 \u06a9\u0627\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0686\u06cc\u0633\u062a \u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/quera.org\/blog\/what-is-nlp\/#%D9%85%D9%87%D9%85%E2%80%8C%D8%AA%D8%B1%DB%8C%D9%86_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1%D8%AF%D9%87%D8%A7%DB%8C_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%B2%D8%A8%D8%A7%D9%86_%D8%B7%D8%A8%DB%8C%D8%B9%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >\u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0686\u06cc\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/quera.org\/blog\/what-is-nlp\/#%D8%AF%D8%B1_%DA%86%D9%87_%D8%B5%D9%86%D8%A7%DB%8C%D8%B9%DB%8C_%D8%A7%D8%B2_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%B2%D8%A8%D8%A7%D9%86_%D8%B7%D8%A8%DB%8C%D8%B9%DB%8C_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D9%85%DB%8C%E2%80%8C%D8%B4%D9%88%D8%AF%D8%9F\" >\u062f\u0631 \u0686\u0647 \u0635\u0646\u0627\u06cc\u0639\u06cc \u0627\u0632 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/quera.org\/blog\/what-is-nlp\/#%D8%B2%D8%A8%D8%A7%D9%86%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87%E2%80%8C%D9%86%D9%88%DB%8C%D8%B3%DB%8C%D8%8C_%DA%A9%D8%AA%D8%A7%D8%A8%D8%AE%D8%A7%D9%86%D9%87%E2%80%8C%D9%87%D8%A7_%D9%88_%D9%81%D8%B1%DB%8C%D9%85%E2%80%8C%D9%88%D8%B1%DA%A9%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%B2%D8%A8%D8%A7%D9%86_%D8%B7%D8%A8%DB%8C%D8%B9%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >\u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc\u060c \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627 \u0648 \u0641\u0631\u06cc\u0645\u200c\u0648\u0631\u06a9\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0686\u06cc\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/quera.org\/blog\/what-is-nlp\/#%D9%BE%D8%A7%D8%B3%D8%AE_%D8%A8%D9%87_%D8%B3%D9%88%D8%A7%D9%84%D8%A7%D8%AA_%D9%85%D8%AA%D8%AF%D8%A7%D9%88%D9%84\" >\u067e\u0627\u0633\u062e \u0628\u0647 \u0633\u0648\u0627\u0644\u0627\u062a \u0645\u062a\u062f\u0627\u0648\u0644<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\" style=\"font-size:20px\"><span class=\"ez-toc-section\" id=\"%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%B2%D8%A8%D8%A7%D9%86_%D8%B7%D8%A8%DB%8C%D8%B9%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span>\u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0686\u06cc\u0633\u062a\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u00ab\u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc\u00bb (Narutal Language Processing | NLP) \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u06cc\u06a9 \u0631\u0648\u0634 \u0645\u062a\u06a9\u06cc \u0628\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062a\u0648\u0635\u06cc\u0641 \u06a9\u0631\u062f \u06a9\u0647 \u0628\u0647 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u0647\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0632\u0628\u0627\u0646 \u0627\u0646\u0633\u0627\u0646\u06cc \u0631\u0627 \u062f\u0631\u06a9 \u06a9\u0646\u0646\u062f\u060c \u0628\u0631\u062f\u0627\u0634\u062a\u200c\u0647\u0627\u06cc \u06af\u0648\u0646\u0627\u06af\u0648\u0646 \u0627\u0632 \u0622\u0646 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f \u0648 \u06cc\u0627 \u062d\u062a\u06cc \u0628\u0647 \u0628\u0627\u0632\u062a\u0648\u0644\u06cc\u062f \u0622\u0646 \u0628\u067e\u0631\u062f\u0627\u0632\u0646\u062f. \u062f\u0631 \u063a\u0627\u06cc\u06cc\u200c\u062a\u0631\u06cc\u0646 \u062d\u0627\u0644\u062a\u060c \u0647\u062f\u0641 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0627\u0634\u06cc\u0646\u200c\u0647\u0627 \u0628\u062a\u0648\u0627\u0646\u0646\u062f \u06af\u0641\u062a\u0627\u0631 \u0648 \u0646\u0648\u0634\u062a\u0627\u0631 \u0631\u0627 \u0628\u0627 \u062f\u0642\u062a\u06cc \u0645\u0634\u0627\u0628\u0647 \u0627\u0646\u0633\u0627\u0646 \u062f\u0631\u06a9 \u06a9\u0646\u0646\u062f.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"338\" src=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/09\/NLP-banner.jpg\" alt=\"\u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0686\u06cc\u0633\u062a\" class=\"wp-image-43783\" srcset=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/09\/NLP-banner.jpg 600w, https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/09\/NLP-banner-300x169.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<p>NLP \u062f\u0648 \u0632\u06cc\u0631\u0634\u0627\u062e\u0647 \u0647\u0645 \u062f\u0627\u0631\u062f: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u00ab\u062f\u0631\u06a9 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc\u00bb (Natural Language Understanding | NLU) \u0628\u0631 \u062f\u0631\u06a9 \u0632\u0628\u0627\u0646 \u0627\u0646\u0633\u0627\u0646\u200c\u0647\u0627 \u0628\u0647\u200c\u06af\u0648\u0646\u0647\u200c\u0627\u06cc \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u062f \u06a9\u0647 \u0645\u0642\u0627\u0635\u062f \u067e\u0634\u062a \u062c\u0645\u0644\u0627\u062a \u0628\u0631\u0627\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648\u0627\u0636\u062d \u0628\u0627\u0634\u0646\u062f \u0648 \u062e\u0637\u0627\u0647\u0627\u06cc \u062a\u0627\u06cc\u067e\u06cc \u0648 \u062f\u0633\u062a\u0648\u0631\u06cc \u0646\u06cc\u0632 \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0647 \u0634\u0648\u0646\u062f. <\/li>\n\n\n\n<li>\u00ab\u062a\u0648\u0644\u06cc\u062f \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc\u00bb (Natural Language Generation | NLG) \u0647\u0645 \u0631\u0648\u06cc \u0633\u0627\u062e\u062a\u0627\u0631\u0645\u0646\u062f\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u062a\u0645\u0631\u06a9\u0632 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0628\u0647 \u0634\u06a9\u0644\u06cc \u06a9\u0647 \u0628\u0647 \u0646\u0638\u0631 \u0628\u0631\u0633\u062f \u0645\u062a\u0648\u0646 \u062a\u0648\u0633\u0637 \u06cc\u06a9 \u0627\u0646\u0633\u0627\u0646 \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f. <\/li>\n<\/ul>\n\n\n\n<p>\u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0627\u06cc\u0646 \u0631\u0648\u0632\u0647\u0627 \u0646\u0642\u0634\u06cc \u0645\u0647\u0645 \u062f\u0631 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0641\u0631\u0627\u06cc\u0646\u062f\u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc \u0627\u06cc\u0641\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644 \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0639\u0648\u0627\u0637\u0641\u060c \u0645\u062f\u0644\u200c\u0633\u0627\u0632\u06cc \u0632\u0628\u0627\u0646\u060c \u062e\u0644\u0627\u0635\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u062a\u0648\u0646 \u0648 \u062a\u0634\u062e\u06cc\u0635 \u06af\u0641\u062a\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0647\u0645\u06cc\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0627\u0641\u0631\u0627\u062f \u0628\u06cc\u0634\u062a\u0631\u06cc \u0628\u0647<a href=\"https:\/\/quera.org\/college\/machine-learning\"> \u0622\u0645\u0648\u0632\u0634 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a> \u062a\u0645\u0627\u06cc\u0644 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u0648 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u0647\u0627 \u0648 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627 \u0647\u0645 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631\u06cc \u0627\u0632 \u0628\u0627\u0632\u0627\u0631 \u0648 \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u062e\u0648\u062f \u0628\u0647 \u062f\u0633\u062a \u0645\u06cc\u200c\u0622\u0648\u0631\u0646\u062f\u060c NLP \u0628\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0627\u06cc\u0646 \u06a9\u0644\u0627\u0646\u200c\u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f. <\/p>\n\n\n\n<p>\u0634\u0627\u06cc\u062f \u0639\u0644\u0627\u0642\u0647\u200c\u0645\u0646\u062f \u0628\u0627\u0634\u06cc\u062f: <a href=\"https:\/\/quera.org\/blog\/what-is-machine-learning\/\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0686\u06cc\u0633\u062a\u061f<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:20px\"><span class=\"ez-toc-section\" id=\"%D8%AF%D9%84%D8%A7%DB%8C%D9%84_%D8%A7%D9%87%D9%85%DB%8C%D8%AA_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%B2%D8%A8%D8%A7%D9%86_%D8%B7%D8%A8%DB%8C%D8%B9%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span>\u062f\u0644\u0627\u06cc\u0644 \u0627\u0647\u0645\u06cc\u062a \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0686\u06cc\u0633\u062a\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u067e\u06cc\u0634\u200c\u0646\u06cc\u0627\u0632\u0647\u0627 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0628\u0647\u06cc\u0646\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u06cc \u0648 \u06af\u0641\u062a\u0627\u0631\u06cc \u0628\u0647 \u062d\u0633\u0627\u0628 \u0645\u06cc\u200c\u0622\u06cc\u062f. \u0627\u06cc\u0646 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0644\u0647\u062c\u0647\u200c\u0647\u0627\u060c \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0639\u0627\u0645\u06cc\u0627\u0646\u0647 \u0648 \u0646\u0627\u0647\u0646\u062c\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u062f\u0633\u062a\u0648\u0631\u06cc \u0631\u0627 \u062f\u0631 \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u062f \u0648 \u0633\u067e\u0633 \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u062e\u062f\u0645\u0627\u062a\u06cc \u0645\u0627\u0646\u0646\u062f \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u06a9\u0645\u06a9 \u0628\u06af\u06cc\u0631\u062f:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u067e\u0631\u062f\u0627\u0632\u0634\u060c \u0622\u0646\u0627\u0644\u06cc\u0632 \u0648 \u0622\u0631\u0634\u06cc\u0648 \u06a9\u0631\u062f\u0646 \u0627\u0633\u0646\u0627\u062f \u0627\u0646\u0628\u0648\u0647<\/li>\n\n\n\n<li>\u062a\u062d\u0644\u06cc\u0644 \u0628\u0627\u0632\u062e\u0648\u0631\u062f\u0647\u0627\u06cc \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u06cc\u0627 \u0645\u06a9\u0627\u0644\u0645\u0627\u062a \u0636\u0628\u0637 \u0634\u062f\u0647 \u062f\u0631 \u0645\u0631\u0627\u06a9\u0632 \u062a\u0645\u0627\u0633<\/li>\n\n\n\n<li>\u0628\u0647 \u0627\u062c\u0631\u0627 \u062f\u0631 \u0622\u0648\u0631\u062f\u0646 \u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631\u06cc \u06a9\u0647 \u06af\u0633\u062a\u0631\u0647 \u0648\u0633\u06cc\u0639\u06cc \u0627\u0632 \u062e\u062f\u0645\u0627\u062a \u0631\u0627 \u067e\u0648\u0634\u0634 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f<\/li>\n\n\n\n<li>\u067e\u0627\u0633\u062e \u062f\u0627\u062f\u0646 \u0628\u0647 \u0633\u0648\u0627\u0644\u0627\u062a \u06a9\u0627\u0631\u0628\u0631\u0627\u0646<\/li>\n\n\n\n<li>\u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u062a\u0646<\/li>\n<\/ul>\n\n\n\n<p>\u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u0647\u0627 NLP \u0631\u0627 \u0628\u0647 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646 \u062e\u0648\u062f \u0645\u06cc\u200c\u0622\u0648\u0631\u0646\u062f \u062a\u0627 \u0627\u0631\u062a\u0628\u0627\u0637\u06cc \u0645\u0648\u062b\u0631\u062a\u0631 \u0628\u0627 \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0628\u0631\u0642\u0631\u0627\u0631 \u06a9\u0646\u0646\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644 \u06cc\u06a9 \u0686\u062a\u200c\u0628\u0627\u062a \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062c\u0633\u062a\u0627\u0631\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u0627 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u06a9\u0646\u062f\u060c \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0647 \u0633\u0648\u0627\u0644\u0627\u062a \u0631\u0627\u06cc\u062c \u067e\u0627\u0633\u062e \u062f\u0647\u062f \u0648 \u062c\u0633\u062a\u0627\u0631\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631 \u0631\u0627 \u0628\u0647 \u0628\u062e\u0634 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0628\u0641\u0631\u0633\u062a\u062f. \u0686\u0646\u06cc\u0646 \u0641\u0631\u0627\u06cc\u0646\u062f\u0647\u0627\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631\u06cc \u0645\u0646\u062c\u0631 \u0628\u0647 \u06a9\u0627\u0647\u0634 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f\u060c \u0627\u067e\u0631\u0627\u062a\u0648\u0631\u0647\u0627 \u0631\u0627 \u0627\u0632 \u0633\u0631 \u0648 \u06a9\u0644\u0647 \u0632\u062f\u0646 \u0628\u0627 \u062c\u0633\u062a\u0627\u0631\u0647\u0627\u06cc \u062a\u06a9\u0631\u0627\u0631\u06cc \u0628\u06cc\u200c\u0646\u06cc\u0627\u0632 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 \u0631\u0636\u0627\u06cc\u062a \u0645\u0634\u062a\u0631\u06cc \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f. <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"338\" src=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/09\/Natural-Language-Processing.jpg\" alt=\"\u0631\u0648\u0634 \u06a9\u0627\u0631 NLP\" class=\"wp-image-43782\" srcset=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/09\/Natural-Language-Processing.jpg 600w, https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/09\/Natural-Language-Processing-300x169.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:20px\"><span class=\"ez-toc-section\" id=\"%D8%B1%D9%88%D8%B4_%DA%A9%D8%A7%D8%B1_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%B2%D8%A8%D8%A7%D9%86_%D8%B7%D8%A8%DB%8C%D8%B9%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA_%D8%9F\"><\/span>\u0631\u0648\u0634 \u06a9\u0627\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0686\u06cc\u0633\u062a \u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0627\u06af\u0631\u0686\u0647 NLP \u0637\u06cc \u0633\u0627\u0644\u200c\u0647\u0627\u06cc \u0627\u062e\u06cc\u0631 \u0628\u0631 \u0633\u0631 \u0632\u0628\u0627\u0646\u200c\u0647\u0627 \u0627\u0641\u062a\u0627\u062f\u0647\u060c \u0627\u0645\u0627 \u0631\u06cc\u0634\u0647\u200c\u0647\u0627\u06cc \u0622\u0646 \u0628\u0647 \u0646\u062e\u0633\u062a\u06cc\u0646 \u0631\u0648\u0632\u0647\u0627\u06cc \u0639\u0635\u0631 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0628\u0627\u0632\u0645\u06cc\u200c\u06af\u0631\u062f\u062f. \u0622\u0644\u0646 \u062a\u0648\u0631\u06cc\u0646\u06af \u06a9\u0647 \u0627\u0648 \u0631\u0627 \u067e\u062f\u0631 \u0639\u0644\u0648\u0645 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u06cc\u200c\u062f\u0627\u0646\u0646\u062f\u060c \u062f\u0631 \u062f\u0647\u0647 \u06f1\u06f9\u06f5\u06f0 \u0645\u06cc\u0644\u0627\u062f\u06cc \u0628\u0647 \u0637\u0631\u0627\u062d\u06cc \u0622\u0632\u0645\u0648\u0646\u06cc \u062a\u0627\u0631\u06cc\u062e\u200c\u0633\u0627\u0632 \u0628\u0631\u0627\u06cc \u0633\u0646\u062c\u0634 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u067e\u0631\u062f\u0627\u062e\u062a \u0648 \u0646\u0627\u0645 Imitation Game \u0631\u0627 \u0628\u0631\u0627\u06cc \u0622\u0646 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f. \u0627\u06cc\u0646 \u0622\u0632\u0645\u0648\u0646 \u06a9\u0647 \u0627\u06cc\u0646 \u0631\u0648\u0632\u0647\u0627 \u00ab\u062a\u0633\u062a \u062a\u0648\u0631\u06cc\u0646\u06af\u00bb \u0646\u0627\u0645\u06cc\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0645\u06cc\u0632\u0627\u0646 \u0645\u0648\u0641\u0642\u06cc\u062a \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u0647\u0627 \u0631\u0627 \u062f\u0631 \u062a\u0642\u0644\u06cc\u062f \u0627\u0632 \u0645\u062a\u0648\u0646 \u0627\u0646\u0633\u0627\u0646 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f. <\/p>\n\n\n\n<p>\u0627\u0632 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u0647\u0627 \u0627\u062e\u062a\u0631\u0627\u0639 \u0634\u062f\u0646\u062f\u060c \u0628\u0634\u0631 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0631\u0627\u0647\u200c\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u0646\u062f\u0646 \u062e\u0648\u062f \u0628\u0647 \u0645\u0627\u0634\u06cc\u0646\u200c\u0647\u0627 \u0628\u0648\u062f\u0647 \u0627\u0633\u062a. \u0628\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0637\u06cc \u0686\u0646\u062f\u06cc\u0646 \u062f\u0647\u0647 \u0628\u0647 \u062f\u0633\u062a \u0622\u0645\u062f\u0647\u200c\u0627\u0646\u062f\u060c NLP \u0627\u06a9\u0646\u0648\u0646 \u0628\u0647 \u0646\u0642\u0637\u0647\u200c\u0627\u06cc \u0631\u0633\u06cc\u062f\u0647 \u06a9\u0647 \u0628\u0647 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u0647\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0647\u0648\u0634 \u0627\u0646\u0633\u0627\u0646\u06cc \u0631\u0627 \u062a\u0642\u0644\u06cc\u062f \u0648 \u06cc\u0627 \u06af\u0627\u0647\u06cc \u062a\u0642\u0648\u06cc\u062a \u06a9\u0646\u0646\u062f. <\/p>\n\n\n\n<p>\u0627\u06cc\u0646 \u062f\u0633\u062a\u0627\u0648\u0631\u062f\u0647\u0627 \u0628\u0647 \u0644\u0637\u0641 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc\u06cc \u0628\u0648\u062f\u0647 \u06a9\u0647 \u062f\u0631 \u0633\u0647 \u062d\u0648\u0632\u0647 \u00ab\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u00bb\u060c \u00ab\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u00bb \u0648 \u00ab\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642\u00bb \u0628\u0647 \u062f\u0633\u062a \u0622\u0645\u062f\u0647 \u0627\u0633\u062a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (Artificial Intelligence | AI)<\/strong> \u0628\u0647 \u0645\u0639\u0646\u06cc \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0645\u0627\u0634\u06cc\u0646\u200c\u0647\u0627 \u062f\u0631 \u0631\u0633\u06cc\u062f\u06af\u06cc \u0628\u0647 \u0627\u0645\u0648\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u067e\u06cc\u0634\u200c\u062a\u0631 \u0646\u06cc\u0627\u0632\u0645\u0646\u062f \u0647\u0648\u0634 \u0627\u0646\u0633\u0627\u0646\u06cc \u0628\u0648\u062f\u0647\u200c\u0627\u0646\u062f. \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u062a\u062d\u0644\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0627\u0632 \u0622\u0646\u200c\u0647\u0627 \u0645\u06cc\u200c\u0622\u0645\u0648\u0632\u062f\u060c \u0627\u0644\u06af\u0648\u0647\u0627 \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u0645\u06cc\u200c\u062f\u0647\u062f \u0648 \u062f\u0633\u062a \u0628\u0647 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0645\u06cc\u200c\u0632\u0646\u062f. <\/li>\n\n\n\n<li><strong>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 (Machine Learning | ML)<\/strong> \u06cc\u06a9\u06cc \u0627\u0632 \u0632\u06cc\u0631\u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a. \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u06af\u0648\u0646\u0627\u06af\u0648\u0646 \u0648 \u0645\u062a\u062f\u0647\u0627\u06cc \u062e\u0648\u062f\u0627\u0635\u0644\u0627\u062d\u200c\u06a9\u0646\u0646\u062f\u0647 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0627\u0644\u06af\u0648\u0647\u0627\u060c \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0648 \u062a\u0641\u0633\u06cc\u0631 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f. \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u062f\u0631 \u06af\u0630\u0631 \u0632\u0645\u0627\u0646 \u062e\u0648\u062f\u0634\u0627\u0646 \u0631\u0627 \u0628\u0647\u0628\u0648\u062f \u062f\u0647\u0646\u062f \u0648 \u062f\u0627\u0626\u0645\u0627 \u0628\u0647 \u0646\u062a\u0627\u06cc\u062c\u06cc \u0628\u0647\u062a\u0631 \u0627\u0632 \u0642\u0628\u0644 \u062f\u0633\u062a \u067e\u06cc\u062f\u0627 \u06a9\u0646\u0646\u062f. <\/li>\n\n\n\n<li><strong>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 (Deep Learning | DL)<\/strong> \u0647\u0645 \u0627\u0632 \u0632\u06cc\u0631\u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc (Artificial Neural Networks) \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc\u060c \u062f\u0631 \u0635\u062f\u062f \u062a\u0642\u0644\u06cc\u062f \u0627\u0632 \u0641\u0631\u0627\u06cc\u0646\u062f\u0647\u0627\u06cc \u0630\u0647\u0646 \u0627\u0646\u0633\u0627\u0646 \u0628\u0631\u0645\u06cc\u200c\u0622\u06cc\u0646\u062f. \u0645\u062d\u0642\u0642\u0627\u0646 \u062f\u0627\u062f\u0647 \u0627\u0632 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0633\u0627\u0632\u06cc \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u06a9\u0634\u0641 \u0627\u0631\u062a\u0628\u0627\u0637 \u0645\u06cc\u0627\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u063a\u06cc\u0631 \u0633\u0627\u062e\u062a\u0627\u0631\u0645\u0646\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. <\/li>\n<\/ul>\n\n\n\n<p>NLP \u0632\u0628\u0627\u0646\u200c\u0634\u0646\u0627\u0633\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0631\u0627 \u0628\u0627 \u0645\u062a\u062f\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0627\u062f\u063a\u0627\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0647 \u06a9\u0645\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u06a9\u0644\u0627\u0646\u06cc \u06a9\u0647 \u0627\u0632 \u067e\u06cc\u0634 \u0628\u0647 \u062f\u0633\u062a \u0622\u0645\u062f\u0647\u200c\u0627\u0646\u062f\u060c NLP \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0632\u0628\u0627\u0646\u06cc \u0631\u0627 \u0628\u0647 \u0628\u0644\u0648\u06a9\u200c\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9\u200c\u062a\u0631\u06cc \u0628\u0647 \u0646\u0627\u0645 \u00ab\u062a\u0648\u06a9\u0646\u00bb (Token) \u062a\u0642\u0633\u06cc\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u0647\u0631 \u06a9\u0644\u0645\u0647 \u062f\u0631 \u062c\u0645\u0644\u0647\u060c \u0648\u0627\u062d\u062f\u06cc \u0645\u062c\u0632\u0627 \u0628\u0627\u0634\u062f. \u0627\u06cc\u0646 \u0641\u0631\u0627\u06cc\u0646\u062f \u06a9\u0647 \u0646\u0634\u0627\u0646\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u06cc\u0627 Tokenization \u0646\u0627\u0645 \u062f\u0627\u0631\u062f\u060c \u0633\u0646\u06af \u0628\u0646\u0627\u06cc \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc NLP \u0628\u0647 \u062d\u0633\u0627\u0628 \u0645\u06cc\u200c\u0622\u06cc\u062f. \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u060c \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0633\u0639\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u0627\u0631\u062a\u0628\u0627\u0637 \u0645\u06cc\u0627\u0646 \u0627\u06cc\u0646 \u062a\u0648\u06a9\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u06cc\u0627\u0628\u062f \u062a\u0627 \u0645\u0639\u0646\u06cc \u062c\u0645\u0644\u0647 \u0648 \u0645\u0642\u0627\u0635\u062f \u067e\u0634\u062a \u0622\u0646 \u0631\u0627 \u062f\u0631\u06a9 \u06a9\u0646\u062f. <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"318\" src=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/09\/NLP.jpg\" alt=\"\u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0686\u06cc\u0633\u062a\" class=\"wp-image-43784\" srcset=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/09\/NLP.jpg 600w, https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/09\/NLP-300x159.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<div style=\"height:19px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u0634\u0627\u06cc\u062f \u0639\u0644\u0627\u0642\u0647\u200c\u0645\u0646\u062f \u0628\u0627\u0634\u06cc\u062f:<a href=\"https:\/\/quera.org\/blog\/the-differnce-between-ai-and-machine-learning\/\"> \u062a\u0641\u0627\u0648\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0686\u06cc\u0633\u062a\u061f<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:20px\"><span class=\"ez-toc-section\" id=\"%D9%85%D9%87%D9%85%E2%80%8C%D8%AA%D8%B1%DB%8C%D9%86_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1%D8%AF%D9%87%D8%A7%DB%8C_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%B2%D8%A8%D8%A7%D9%86_%D8%B7%D8%A8%DB%8C%D8%B9%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span>\u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0686\u06cc\u0633\u062a\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0627\u0632 NLP \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u06af\u06cc \u0628\u0647 \u06af\u0633\u062a\u0631\u0647 \u0648\u0633\u06cc\u0639\u06cc \u0627\u0632 \u0648\u0638\u0627\u06cc\u0641 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0632\u0628\u0627\u0646 \u0627\u0646\u0633\u0627\u0646\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0627\u0632 \u067e\u0627\u0633\u062e \u062f\u0627\u062f\u0646 \u0628\u0647 \u0633\u0648\u0627\u0644\u0627\u062a \u0648 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u0645\u062a\u0648\u0646 \u0628\u0647 \u0627\u0634\u06a9\u0627\u0644 \u0645\u062e\u062a\u0644\u0641 \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0628\u0631\u0642\u0631\u0627\u0631\u06cc \u0645\u06a9\u0627\u0644\u0645\u0627\u062a \u06a9\u0627\u0645\u0644 \u0628\u0627 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646. \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0645\u06cc\u200c\u06af\u0648\u06cc\u06cc\u0645 \u06a9\u0647 \u06f1\u06f1 \u06a9\u0627\u0631\u0628\u0631\u062f \u0631\u0627\u06cc\u062c NLP \u0686\u06cc\u0633\u062a \u0648 \u0686\u0647 \u0646\u0642\u0634\u06cc \u062f\u0631 \u0632\u0646\u062f\u06af\u06cc \u0631\u0648\u0632\u0645\u0631\u0647 \u0627\u0646\u0633\u0627\u0646\u200c\u0647\u0627 \u0627\u06cc\u0641\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f. <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u062d\u0644\u06cc\u0644 \u0639\u0648\u0627\u0637\u0641<\/strong> <strong>(Sentiment Analysis)<\/strong> \u0641\u0631\u0627\u06cc\u0646\u062f \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u0642\u0627\u0635\u062f \u0639\u0627\u0637\u0641\u06cc \u067e\u0634\u062a \u0645\u062a\u0648\u0646 \u0627\u0633\u062a. \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u0639\u0648\u0627\u0637\u0641 \u0645\u0639\u0645\u0648\u0644\u0627 \u0645\u062a\u0648\u0646\u06cc \u06a9\u0648\u062a\u0627\u0647 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u0648 \u0633\u067e\u0633 \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u06a9\u0647 \u0639\u0648\u0627\u0637\u0641 \u067e\u0634\u062a \u0645\u062a\u0646 \u0645\u062b\u0628\u062a \u0627\u0633\u062a \u06cc\u0627 \u0645\u0646\u0641\u06cc \u06cc\u0627 \u062e\u0646\u062b\u06cc. \u0627\u06cc\u0646 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u0647\u0645 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0628\u0647 \u06af\u0633\u062a\u0631\u062f\u06af\u06cc \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u0646\u0638\u0631\u0627\u062a \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u062f\u0631 \u06cc\u06a9 \u0641\u0631\u0648\u0634\u06af\u0627\u0647\u200c \u0627\u06cc\u0646\u062a\u0631\u0646\u062a\u06cc \u0628\u0632\u0631\u06af \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f \u0648 \u0647\u0645 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0628\u0633\u06cc\u0627\u0631 \u062e\u0627\u0635\u060c \u0645\u0627\u0646\u0646\u062f \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0646\u0634\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0627\u062e\u062a\u0644\u0627\u0644\u0627\u062a \u0631\u0648\u0627\u0646\u06cc \u062f\u0631 \u06a9\u0627\u0645\u0646\u062a\u200c\u0647\u0627. <\/li>\n\n\n\n<li><strong>\u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0631\u0641\u062a\u0627\u0631\u0647\u0627\u06cc \u0645\u0633\u0645\u0648\u0645 (Toxicity Classification)<\/strong> \u06cc\u06a9\u06cc \u0627\u0632 \u0632\u06cc\u0631\u0634\u0627\u062e\u0647\u200c\u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0639\u0648\u0627\u0637\u0641 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0646\u0647\u200c\u062a\u0646\u0647\u0627 \u0645\u0642\u0627\u0635\u062f \u062e\u0635\u0645\u0627\u0646\u0647 \u067e\u0634\u062a \u0645\u062a\u0648\u0646 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u06cc\u200c\u0634\u0648\u0646\u062f\u060c \u0628\u0644\u06a9\u0647 \u0645\u0627\u0634\u06cc\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0645\u0627\u0646\u0646\u062f \u00ab\u062a\u0647\u062f\u06cc\u062f\u00bb\u060c \u00ab\u062a\u0648\u0647\u06cc\u0646\u00bb\u060c \u00ab\u0641\u062d\u0627\u0634\u06cc\u00bb \u0648 \u00ab\u0646\u0641\u0631\u062a\u200c\u067e\u0631\u0627\u06a9\u0646\u06cc\u00bb \u0642\u0631\u0627\u0631 \u062f\u0647\u062f. \u0648\u0631\u0648\u062f\u06cc \u0686\u0646\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u0645\u062a\u0646 \u0627\u0633\u062a \u0648 \u062e\u0631\u0648\u062c\u06cc \u0647\u0645 \u0645\u06cc\u0632\u0627\u0646 \u062a\u0639\u0644\u0642 \u0628\u0647 \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc\u200c\u0647\u0627\u06cc \u0631\u0641\u062a\u0627\u0631\u0647\u0627\u06cc \u0645\u0633\u0645\u0648\u0645. \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u0628\u0647\u0628\u0648\u062f \u0645\u06a9\u0627\u0644\u0645\u0627\u062a \u0622\u0646\u0644\u0627\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.<\/li>\n\n\n\n<li><strong>\u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc (Machine Translation)<\/strong> \u0628\u0647 \u0645\u0639\u0646\u06cc \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u0641\u0631\u0627\u06cc\u0646\u062f \u062a\u0631\u062c\u0645\u0647 \u0645\u06cc\u0627\u0646 \u062f\u0648 \u0632\u0628\u0627\u0646 \u0645\u062e\u062a\u0644\u0641 \u0627\u0633\u062a. Google Translate \u0627\u062d\u062a\u0645\u0627\u0644\u0627 \u0645\u0634\u0647\u0648\u0631\u062a\u0631\u06cc\u0646 \u0633\u0631\u0648\u06cc\u0633 \u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc \u0627\u0645\u0631\u0648\u0632\u06cc \u0628\u0627\u0634\u062f. \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u062a\u06a9\u06cc \u0628\u0631 Machine Translation \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0645\u06a9\u0627\u0644\u0645\u0627\u062a \u062f\u0631 \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u0627\u0646\u0646\u062f \u0641\u06cc\u0633\u0628\u0648\u06a9 \u0648 \u0627\u0633\u06a9\u0627\u06cc\u067e \u0647\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0628\u0647\u062a\u0631\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0627\u06cc\u0646 \u062d\u0648\u0632\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u06a9\u0644\u0645\u0627\u062a\u06cc \u06a9\u0647 \u0645\u0639\u0627\u0646\u06cc \u0645\u062a\u0639\u062f\u062f \u062f\u0627\u0631\u0646\u062f \u0631\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u0646\u062f \u0648 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u0646\u062f \u0647\u0631 \u06a9\u0644\u0645\u0647 \u0628\u0647 \u0686\u0647 \u0632\u0628\u0627\u0646\u06cc \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. <\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u0634\u062e\u06cc\u0635 \u0645\u0648\u062c\u0648\u062f\u06cc\u062a \u0646\u0627\u0645\u062f\u0627\u0631 (Named Entity Recognition) <\/strong>\u062f\u0631 \u0635\u062f\u062f \u0627\u06cc\u0646 \u0628\u0631\u0645\u06cc\u200c\u0622\u06cc\u062f \u06a9\u0647 \u0645\u0648\u062c\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u062d\u0627\u0636\u0631 \u062f\u0631 \u0645\u062a\u0648\u0646 \u0631\u0627 \u062f\u0631\u0648\u0646 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0645\u0627\u0646\u0646\u062f \u00ab\u0646\u0627\u0645\u200c\u0647\u0627\u06cc \u0634\u062e\u0635\u06cc\u00bb\u060c \u00ab\u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627\u00bb\u060c \u00ab\u0644\u0648\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u00bb \u0648 \u00ab\u0645\u0642\u0627\u062f\u06cc\u0631\u00bb \u0642\u0631\u0627\u0631 \u062f\u0647\u062f. \u0627\u06cc\u0646 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644 \u0647\u0646\u06af\u0627\u0645 \u062e\u0644\u0627\u0635\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u0642\u0627\u0644\u0627\u062a \u062e\u0628\u0631\u06cc \u06cc\u0627 \u0645\u0642\u0627\u0628\u0644\u0647 \u0628\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0631\u0648\u063a\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f \u062e\u0648\u062f \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f. <\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"338\" src=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/09\/nlp-keyword-detection.jpg\" alt=\"\u062a\u0634\u062e\u06cc\u0635 \u0645\u0648\u062c\u0648\u062f\u06cc\u062a \u0646\u0627\u0645\u062f\u0627\u0631 \u062f\u0631 NLP\" class=\"wp-image-43780\" srcset=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/09\/nlp-keyword-detection.jpg 600w, https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/09\/nlp-keyword-detection-300x169.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<div style=\"height:17px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u0634\u062e\u06cc\u0635 \u0627\u0633\u067e\u0645 (Spam Detection)<\/strong> \u0633\u06cc\u0633\u062a\u0645\u06cc \u0628\u0627 \u0642\u062f\u0645\u062a \u0637\u0648\u0644\u0627\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0648\u0638\u06cc\u0641\u0647\u200c\u0627\u06cc \u0622\u0633\u0627\u0646 \u062f\u0627\u0631\u062f: \u062a\u0634\u062e\u06cc\u0635 \u0627\u06cc\u0646\u06a9\u0647 \u0627\u06cc\u0645\u06cc\u0644\u06cc\u200c\u0647\u0627\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u0627\u0633\u067e\u0645 \u06cc\u0627 \u0647\u0631\u0632\u0646\u0627\u0645\u0647 \u0647\u0633\u062a\u0646\u062f \u06cc\u0627 \u062e\u06cc\u0631. \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0633\u067e\u0645\u060c \u0645\u062a\u0646 \u0648 \u0639\u0646\u0648\u0627\u0646 \u0627\u06cc\u0645\u06cc\u0644 \u0648 \u0647\u0645\u06cc\u0646\u0637\u0648\u0631 \u0646\u0627\u0645 \u0641\u0631\u0633\u062a\u0646\u062f\u0647 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 \u062e\u0631\u0648\u062c\u06cc\u060c \u0645\u06cc\u0632\u0627\u0646 \u0627\u062d\u062a\u0645\u0627\u0644 \u0627\u0633\u067e\u0645 \u0628\u0648\u062f\u0646 \u0627\u06cc\u0645\u06cc\u0644 \u0627\u0633\u062a. \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u0627\u0646\u0646\u062f Gmail \u0627\u0632 \u0686\u0646\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0628\u0647\u062a\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 \u0627\u06cc\u0645\u06cc\u0644\u200c\u0647\u0627\u06cc \u0646\u0627\u062e\u0648\u0627\u0633\u062a\u0647 \u0631\u0627 \u0628\u0647 \u0641\u0648\u0644\u062f\u0631 Spam \u0645\u06cc\u200c\u0641\u0631\u0633\u062a\u0646\u062f. <\/li>\n\n\n\n<li><strong>\u062a\u0635\u062d\u06cc\u062d \u062e\u0637\u0627\u0647\u0627\u06cc \u062f\u0633\u062a\u0648\u0631\u06cc (Grammatical Error Correction)<\/strong> \u0633\u06cc\u0633\u062a\u0645\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u0634\u06a9\u0644\u0627\u062a \u06af\u0631\u0627\u0645\u0631\u06cc \u0648 \u0647\u0645\u06cc\u0646\u0637\u0648\u0631 \u0628\u0631\u0637\u0631\u0641\u200c\u0633\u0627\u0632\u06cc \u0622\u0646\u200c\u0647\u0627 \u062f\u0631 \u0645\u062a\u0646 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f. \u0627\u06cc\u0646 \u0631\u0648\u0632\u0647\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u0627\u0646\u0646\u062f Grammarly \u0648 \u0647\u0645\u06cc\u0646\u0637\u0648\u0631 Word \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a \u0627\u0632 \u0627\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u062a\u062c\u0631\u0628\u0647\u200c\u0627\u06cc \u0628\u0647\u062a\u0631 \u0628\u0647 \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u062e\u0648\u062f \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f. <\/li>\n\n\n\n<li><strong>\u0645\u062f\u0644\u200c\u0633\u0627\u0632\u06cc \u0645\u0648\u0636\u0648\u0639\u06cc (Topic Modeling)<\/strong> \u0641\u0631\u0627\u06cc\u0646\u062f\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0627\u0646\u0633\u0627\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u0627\u0633\u0646\u0627\u062f \u0631\u0627 \u0628\u0631\u062f\u0627\u0634\u062a\u0647 \u0648 \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0627\u0646\u062a\u0632\u0627\u0639\u06cc \u062f\u0627\u062e\u0644 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u06a9\u0634\u0641 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0648\u0631\u0648\u062f\u06cc \u0686\u0646\u06cc\u0646 \u0645\u062f\u0644\u06cc\u060c \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u0627\u0633\u0646\u0627\u062f \u0627\u0633\u062a \u0648 \u062e\u0631\u0648\u062c\u06cc \u0647\u0645 \u0641\u0647\u0631\u0633\u062a\u06cc \u0627\u0632 \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0648 \u0633\u0647\u0645 \u0647\u0631\u06a9\u062f\u0627\u0645 \u0627\u0632 \u0645\u062c\u0645\u0648\u0639 \u0645\u062a\u0648\u0646 \u062f\u0627\u062e\u0644 \u0627\u0633\u0646\u0627\u062f. \u0639\u0645\u062f\u062a\u0627 \u0648\u06a9\u0644\u0627 \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0627\u0632 \u0645\u062f\u0644\u200c\u0633\u0627\u0632\u06cc \u0645\u0648\u0636\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u06cc\u0627\u0641\u062a\u0646 \u0634\u0648\u0627\u0647\u062f \u062f\u0631 \u0627\u0633\u0646\u0627\u062f \u0642\u0627\u0646\u0648\u0646\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. <\/li>\n\n\n\n<li><strong>\u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0646 (Text Generation)<\/strong> \u06a9\u0647 \u0628\u0647 \u0622\u0646 \u062a\u0648\u0644\u06cc\u062f \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc (NLG) \u0647\u0645 \u0645\u06cc\u200c\u06af\u0648\u06cc\u0646\u062f\u060c \u0633\u06cc\u0633\u062a\u0645\u06cc \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0646\u200c\u0647\u0627\u06cc \u0645\u0634\u0627\u0628\u0647 \u0627\u0646\u0633\u0627\u0646 \u0627\u0633\u062a. \u0686\u0646\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u0634\u06a9\u0644\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u06a9\u0631\u062f \u062a\u0627 \u062f\u0631 \u0642\u0627\u0644\u0628\u200c\u0647\u0627 \u0648 \u0641\u0631\u0645\u062a\u200c\u0647\u0627\u06cc \u06af\u0648\u0646\u0627\u06af\u0648\u0646 \u0645\u062b\u0644 \u062a\u0648\u06cc\u06cc\u062a\u060c \u0628\u0644\u0627\u06af \u067e\u0633\u062a \u0648 \u06cc\u0627 \u062d\u062a\u06cc \u06a9\u062f \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u06cc \u0645\u062a\u0646 \u0628\u0646\u0648\u06cc\u0633\u0646\u062f. \u0627\u06cc\u0646 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0627\u0635 \u062f\u0631 \u062a\u0648\u0633\u0639\u0647 \u0627\u0646\u0648\u0627\u0639 \u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627 \u0645\u0627\u0646\u0646\u062f ChatGPT \u0648 LaMDA \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0638\u0627\u0647\u0631 \u0645\u06cc\u200c\u0634\u0648\u062f. <\/li>\n\n\n\n<li><strong>\u06af\u0631\u062f\u0622\u0648\u0631\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a (Information Retrieval)<\/strong> \u062a\u0645\u0627\u0645 \u0645\u062a\u0648\u0646 \u0648 \u0627\u0633\u0646\u0627\u062f \u0645\u0631\u062a\u0628\u0637 \u0628\u0647 \u06cc\u06a9 \u062c\u0633\u062a\u0627\u0631 \u0645\u0634\u062e\u0635 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062f\u0631 \u0648\u0627\u0642\u0639 \u0627\u06cc\u0646 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u0628\u0647 \u0645\u0634\u06a9\u0644 \u0631\u0627\u06cc\u062c \u062a\u0645\u0627\u0645 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062c\u0633\u062a\u062c\u0648 \u0648 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u062f\u0647\u06cc \u0645\u062d\u062a\u0648\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0647 \u062c\u0627\u06cc \u067e\u0627\u0633\u062e \u062f\u0627\u062f\u0646 \u0628\u0647 \u06cc\u06a9 \u062c\u0633\u062a\u0627\u0631 \u0645\u0634\u062e\u0635\u060c \u0647\u062f\u0641 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u0627\u0633\u0646\u0627\u062f \u0645\u062e\u062a\u0644\u0641 (\u06af\u0627\u0647\u06cc \u0645\u06cc\u0644\u06cc\u0648\u0646\u200c\u0647\u0627 \u0633\u0646\u062f) \u06af\u0631\u062f\u0622\u0648\u0631\u06cc \u0634\u0648\u0646\u062f \u0648 \u0633\u067e\u0633 \u0645\u0631\u062a\u0628\u0637\u200c\u062a\u0631\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f \u0628\u0647 \u062c\u0633\u062a\u0627\u0631 \u06a9\u0627\u0631\u0628\u0631\u060c \u0628\u0647 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0631\u0622\u06cc\u0646\u062f. \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u06af\u0631\u062f\u0622\u0648\u0631\u06cc \u0633\u0646\u062f \u0645\u0639\u0645\u0648\u0644\u0627 \u062f\u0648 \u0641\u0631\u0627\u06cc\u0646\u062f \u0631\u0627 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f: \u0641\u0647\u0631\u0633\u062a\u200c\u0633\u0627\u0632\u06cc \u0648 \u062a\u0637\u0627\u0628\u0642.<\/li>\n\n\n\n<li><strong>\u062e\u0644\u0627\u0635\u0647\u200c\u0633\u0627\u0632\u06cc (Summarization)<\/strong> \u0648\u0638\u06cc\u0641\u0647\u200c\u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0633\u06cc\u0633\u062a\u0645 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u062f \u0645\u062a\u0646 \u0631\u0627 \u0628\u0647\u200c\u06af\u0648\u0646\u0647\u200c\u0627\u06cc \u062e\u0644\u0627\u0635\u0647 \u06a9\u0646\u062f \u06a9\u0647 \u0645\u0631\u062a\u0628\u0637\u200c\u062a\u0631\u06cc\u0646 \u0628\u062e\u0634\u200c\u0647\u0627 \u0628\u0627\u0642\u06cc \u0628\u0645\u0627\u0646\u0646\u062f. \u062e\u0644\u0627\u0635\u0647\u200c\u0633\u0627\u0632\u06cc \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u062f\u0648 \u0631\u0648\u0634 \u0645\u062e\u062a\u0644\u0641 \u067e\u06cc\u0634 \u0628\u0631\u062f: <strong>\u062e\u0644\u0627\u0635\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c\u06cc<\/strong> \u06a9\u0647 \u0631\u0648\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u062c\u0645\u0644\u0627\u062a \u0648 \u062a\u0631\u06a9\u06cc\u0628 \u06a9\u0631\u062f\u0646 \u0622\u0646\u200c\u0647\u0627 \u0628\u0627 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u0645\u062a\u0645\u0631\u06a9\u0632 \u0627\u0633\u062a \u0648 <strong>\u062e\u0644\u0627\u0635\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u0646\u062a\u0632\u0627\u0639\u06cc<\/strong> \u06a9\u0647 \u062c\u0645\u0644\u0647\u200c\u0647\u0627 \u0631\u0627 \u0627\u0632 \u0646\u0648 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f \u0648 \u0686\u06a9\u06cc\u062f\u0647\u200c\u0627\u06cc \u06a9\u0648\u062a\u0627\u0647 \u0627\u0632 \u0645\u062a\u0646 \u0628\u0632\u0631\u06af\u200c\u062a\u0631 \u062a\u062d\u0648\u06cc\u0644 \u0645\u06cc\u200c\u062f\u0647\u062f. <\/li>\n\n\n\n<li>\u0648 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a <strong>\u067e\u0627\u0633\u062e\u200c\u062f\u0647\u06cc \u0628\u0647 \u0633\u0648\u0627\u0644 (Question Answering)<\/strong> \u0628\u0631 \u067e\u0627\u0633\u062e \u062f\u0627\u062f\u0646 \u0628\u0647 \u0633\u0648\u0627\u0644\u0627\u062a\u06cc \u0645\u062a\u0645\u0631\u06a9\u0632 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0645\u0637\u0631\u062d \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0639\u0631\u0648\u0641\u200c\u062a\u0631\u06cc\u0646 \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u0686\u0646\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645\u06cc\u060c Watson \u0628\u0648\u062f \u06a9\u0647 \u062f\u0631 \u0633\u0627\u0644 \u06f2\u06f0\u06f1\u06f1 \u062f\u0631 \u0645\u0633\u0627\u0628\u0642\u0647 \u062a\u0644\u0648\u06cc\u0632\u06cc\u0648\u0646\u06cc Jeopardy \u0634\u0631\u06a9\u062a \u06a9\u0631\u062f \u0648 \u0631\u0642\u0628\u0627\u06cc \u0627\u0646\u0633\u0627\u0646\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u0627\u062e\u062a\u0644\u0627\u0641 \u0641\u0631\u0627\u0648\u0627\u0646 \u0634\u06a9\u0633\u062a \u062f\u0627\u062f. <\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"315\" src=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/09\/Natural-Language-Processing-chatbot.jpg\" alt=\"\u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0686\u06cc\u0633\u062a\" class=\"wp-image-43781\" srcset=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/09\/Natural-Language-Processing-chatbot.jpg 600w, https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/09\/Natural-Language-Processing-chatbot-300x158.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<div style=\"height:19px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u0634\u0627\u06cc\u062f \u0639\u0644\u0627\u0642\u0647\u200c\u0645\u0646\u062f \u0628\u0627\u0634\u06cc\u062f: <a href=\"https:\/\/quera.org\/blog\/applications-of-machine-learning\/\">\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:20px\"><span class=\"ez-toc-section\" id=\"%D8%AF%D8%B1_%DA%86%D9%87_%D8%B5%D9%86%D8%A7%DB%8C%D8%B9%DB%8C_%D8%A7%D8%B2_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%B2%D8%A8%D8%A7%D9%86_%D8%B7%D8%A8%DB%8C%D8%B9%DB%8C_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D9%85%DB%8C%E2%80%8C%D8%B4%D9%88%D8%AF%D8%9F\"><\/span>\u062f\u0631 \u0686\u0647 \u0635\u0646\u0627\u06cc\u0639\u06cc \u0627\u0632 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u062a\u0627 \u0628\u0647 \u0627\u06cc\u0646\u062c\u0627 \u0645\u06cc\u200c\u062f\u0627\u0646\u06cc\u0645 \u06a9\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0686\u06cc\u0633\u062a \u0648 \u0686\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc\u06cc \u0628\u0627 \u062e\u0648\u062f \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u0645\u06cc\u200c\u0622\u0648\u0631\u062f. \u0627\u0645\u0627 \u0627\u062d\u062a\u0645\u0627\u0644\u0627 \u0633\u0648\u0627\u0644 \u0628\u0639\u062f\u06cc \u0627\u06cc\u0646 \u0628\u0627\u0634\u062f \u06a9\u0647 \u062f\u0631 \u0686\u0647 \u0635\u0646\u0627\u06cc\u0639\u06cc \u0627\u0632 NLP \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u061f \u062f\u0631 \u067e\u0627\u0633\u062e \u0628\u0627\u06cc\u062f \u06af\u0641\u062a \u0627\u06cc\u0646 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u062f\u0631 \u06af\u0633\u062a\u0631\u0647 \u0648\u0633\u06cc\u0639\u06cc \u0627\u0632 \u0641\u0631\u0627\u06cc\u0646\u062f\u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc \u0628\u0647 \u06a9\u0627\u0631 \u0645\u06cc\u200c\u0622\u06cc\u062f\u060c \u062e\u0635\u0648\u0635\u0627 \u0645\u0648\u0627\u0631\u062f\u06cc \u06a9\u0647 \u0628\u0627 \u0627\u0646\u0628\u0648\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u063a\u06cc\u0631 \u0633\u0627\u062e\u062a\u0627\u0631\u0645\u0646\u062f \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u0645\u06cc\u0644\u200c\u0647\u0627\u060c \u0646\u0638\u0631\u0633\u0646\u062c\u06cc\u200c\u0647\u0627\u060c \u0645\u06a9\u0627\u0644\u0645\u0627\u062a \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u0648 \u0645\u0648\u0627\u0631\u062f \u0627\u06cc\u0646 \u0686\u0646\u06cc\u0646\u06cc \u0633\u0631 \u0648 \u06a9\u0627\u0631 \u062f\u0627\u0631\u0646\u062f. \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0635\u0646\u0627\u06cc\u0639\u06cc \u06a9\u0647 \u0646\u0641\u0639 \u0641\u0631\u0627\u0648\u0627\u0646 \u0627\u0632 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0645\u06cc\u200c\u0628\u0631\u0646\u062f \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0633\u0644\u0627\u0645\u062a<\/strong>: \u0647\u0645\u06cc\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0633\u0644\u0627\u0645\u062a\u06cc \u0633\u0631\u0627\u0633\u0631 \u062c\u0647\u0627\u0646 \u0628\u0647 \u0633\u0645\u062a \u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc\u06a9\u06cc \u0634\u062f\u0646 \u067e\u0631\u0648\u0646\u062f\u0647\u200c\u0647\u0627\u06cc \u067e\u0632\u0634\u06a9\u06cc \u067e\u06cc\u0634 \u0645\u06cc\u200c\u0631\u0648\u0646\u062f\u060c \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u0627\u0646\u0628\u0648\u0647\u06cc \u062f\u0627\u062f\u0647 \u063a\u06cc\u0631 \u0633\u0627\u062e\u062a\u0627\u0631\u0645\u0646\u062f \u0627\u062d\u0633\u0627\u0633 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u0632 NLP \u0645\u06cc\u200c\u0634\u0648\u062f \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0633\u0648\u0627\u0628\u0642 \u067e\u0632\u0634\u06a9\u06cc \u0648 \u0647\u0645\u06cc\u0646\u0637\u0648\u0631 \u06a9\u0633\u0628 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062a\u0627\u0632\u0647 \u06a9\u0645\u06a9 \u06af\u0631\u0641\u062a. <\/li>\n\n\n\n<li><strong>\u062d\u0642\u0648\u0642 \u0648 \u0642\u0636\u0627<\/strong>: \u0647\u0646\u06af\u0627\u0645 \u0622\u0645\u0627\u062f\u0647 \u0634\u062f\u0646 \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0646\u062f\u0647\u200c\u0647\u0627\u06cc \u0642\u0636\u0627\u06cc\u06cc \u06af\u0648\u0646\u0627\u06af\u0648\u0646\u060c \u0648\u06a9\u0644\u0627 \u0628\u0627\u06cc\u062f \u0633\u0627\u0639\u0627\u062a \u0632\u06cc\u0627\u062f\u06cc \u0631\u0627 \u0635\u0631\u0641 \u0628\u0631\u0631\u0633\u06cc \u0627\u0646\u0628\u0648\u0647\u06cc \u0627\u0632 \u0627\u0633\u0646\u0627\u062f \u0645\u062e\u062a\u0644\u0641 \u0648 \u06cc\u0627\u0641\u062a\u0646 \u0645\u0648\u0627\u0631\u062f \u0645\u0631\u062a\u0628\u0637 \u0628\u0647 \u067e\u0631\u0648\u0646\u062f\u0647 \u06a9\u0646\u0646\u062f. \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc NLP \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u06cc\u0646 \u0641\u0631\u0627\u06cc\u0646\u062f \u0627\u06a9\u062a\u0634\u0627\u0641\u0627\u062a \u0642\u0627\u0646\u0648\u0646\u06cc \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0648\u062f\u06a9\u0627\u0631 \u067e\u06cc\u0634 \u0628\u0628\u0631\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0635\u0648\u0631\u062a \u0647\u0645 \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u0635\u0631\u0641 \u0627\u0646\u0631\u0698\u06cc \u0641\u0631\u0627\u0648\u0627\u0646 \u0646\u06cc\u0633\u062a \u0648 \u0647\u0645 \u0627\u062d\u062a\u0645\u0627\u0644 \u0628\u0631\u0648\u0632 \u062e\u0637\u0627\u06cc \u0627\u0646\u0633\u0627\u0646\u06cc \u0627\u0632 \u0628\u06cc\u0646 \u0645\u06cc\u200c\u0631\u0648\u062f. <\/li>\n\n\n\n<li><strong>\u0627\u0645\u0648\u0631 \u0645\u0627\u0644\u06cc<\/strong>: \u062f\u0631 \u062c\u0647\u0627\u0646 \u0627\u0645\u0631\u0648\u0632\u060c \u0627\u0645\u0648\u0631 \u0645\u0627\u0644\u06cc \u0628\u0627 \u0633\u0631\u0639\u062a\u06cc \u0628\u06cc\u0634\u062a\u0631 \u0627\u0632 \u0647\u0645\u06cc\u0634\u0647 \u067e\u06cc\u0634 \u0645\u06cc\u200c\u0631\u0648\u0646\u062f \u0648 \u0647\u0631 \u0645\u0632\u06cc\u062a\u06cc \u0646\u0633\u0628\u062a \u0628\u0647 \u0631\u0642\u0628\u0627 \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u0628\u0647 \u062d\u0633\u0627\u0628 \u0645\u06cc\u200c\u0622\u06cc\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u062c\u0647\u0627\u0646\u060c \u062a\u0631\u06cc\u062f\u0631\u0647\u0627 \u0627\u0632 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc NLP \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062e\u0648\u062f\u06a9\u0627\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0632 \u0627\u0633\u0646\u0627\u062f \u0633\u0627\u0632\u0645\u0627\u0646\u06cc \u0648 \u0627\u062e\u0628\u0627\u0631 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f \u062a\u0627 \u0628\u0647 \u062f\u0627\u062f\u0647\u200c \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645\u0627\u062a \u0645\u0627\u0644\u06cc \u0628\u0639\u062f\u06cc \u062e\u0648\u062f \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u062e\u062f\u0645\u0627\u062a \u0645\u0634\u062a\u0631\u06cc\u0627\u0646<\/strong>: \u0627\u06cc\u0646 \u0631\u0648\u0632\u0647\u0627 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9 \u0648 \u0628\u0632\u0631\u06af \u062c\u0647\u0627\u0646 \u0627\u0632 \u062f\u0633\u062a\u06cc\u0627\u0631\u0647\u0627\u06cc \u0645\u062c\u0627\u0632\u06cc \u0648 \u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u067e\u0627\u0633\u062e \u062f\u0627\u062f\u0646 \u0628\u0647 \u0628\u0646\u06cc\u0627\u062f\u06cc\u0646\u200c\u062a\u0631\u06cc\u0646 \u0633\u0648\u0627\u0644\u0627\u062a \u0648 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 \u062f\u0631 \u0635\u0648\u0631\u062a \u0646\u06cc\u0627\u0632\u060c \u0645\u0648\u0627\u0631\u062f \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631 \u0631\u0627 \u0628\u0647 \u0627\u067e\u0631\u0627\u062a\u0648\u0631\u0647\u0627\u06cc \u0627\u0646\u0633\u0627\u0646 \u0645\u06cc\u200c\u0633\u067e\u0627\u0631\u0646\u062f. <\/li>\n\n\n\n<li><strong>\u0628\u06cc\u0645\u0647<\/strong>: \u0634\u0631\u06a9\u062a\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0628\u06cc\u0645\u0647 \u0627\u0632 NLP \u0628\u0631\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc \u0639\u0645\u06cc\u0642 \u0627\u0633\u0646\u0627\u062f \u0648 \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0627\u062f\u0639\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f \u0648 \u0633\u0639\u06cc \u062f\u0627\u0631\u0646\u062f \u0641\u0631\u0627\u06cc\u0646\u062f\u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc \u062e\u0648\u062f \u0631\u0627 \u0633\u0631\u0631\u0627\u0633\u062a \u06a9\u0646\u0646\u062f. <\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:20px\"><span class=\"ez-toc-section\" id=\"%D8%B2%D8%A8%D8%A7%D9%86%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87%E2%80%8C%D9%86%D9%88%DB%8C%D8%B3%DB%8C%D8%8C_%DA%A9%D8%AA%D8%A7%D8%A8%D8%AE%D8%A7%D9%86%D9%87%E2%80%8C%D9%87%D8%A7_%D9%88_%D9%81%D8%B1%DB%8C%D9%85%E2%80%8C%D9%88%D8%B1%DA%A9%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%BE%D8%B1%D8%AF%D8%A7%D8%B2%D8%B4_%D8%B2%D8%A8%D8%A7%D9%86_%D8%B7%D8%A8%DB%8C%D8%B9%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span>\u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc\u060c \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627 \u0648 \u0641\u0631\u06cc\u0645\u200c\u0648\u0631\u06a9\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0686\u06cc\u0633\u062a\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0648 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u06af\u0648\u0646\u0627\u06af\u0648\u0646\u06cc \u0627\u0632 NLP \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u062a\u0646\u0647\u0627 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0628\u0631\u062c\u0633\u062a\u0647\u200c\u062a\u0631\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f \u0631\u0627 \u0622\u0648\u0631\u062f\u0647\u200c\u0627\u06cc\u0645. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:18px\">\u067e\u0627\u06cc\u062a\u0648\u0646 (Python)<\/h3>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"300\" src=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/09\/python-coding-mistakes.jpg\" alt=\"\u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc Python\" class=\"wp-image-43475\" srcset=\"https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/09\/python-coding-mistakes.jpg 600w, https:\/\/quera.org\/blog\/wp-content\/uploads\/2023\/09\/python-coding-mistakes-300x150.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<p>\u067e\u0627\u06cc\u062a\u0648\u0646 \u067e\u0631\u0627\u0633\u062a\u0641\u0627\u062f\u0647\u200c\u062a\u0631\u06cc\u0646 \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0627\u0645\u0631\u0648\u0632\u06cc \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u06af\u06cc \u0628\u0647 \u0648\u0638\u0627\u06cc\u0641 NLP \u0628\u0647 \u062d\u0633\u0627\u0628 \u0645\u06cc\u200c\u0622\u06cc\u062f. \u0627\u06a9\u062b\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627 \u0648 \u0641\u0631\u06cc\u0645\u200c\u0648\u0631\u06a9\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0647\u0645 \u0628\u0631\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f. \u0628\u0631\u062e\u06cc \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0628\u0647 \u0634\u0631\u062d \u0632\u06cc\u0631 \u0627\u0633\u062a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Natural Language Toolkit (\u06cc\u0627 NLTK)<\/strong> \u06cc\u06a9\u06cc \u0627\u0632 \u0646\u062e\u0633\u062a\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc NLP \u0628\u0647 \u0632\u0628\u0627\u0646 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0648\u062f \u06a9\u0647 \u0628\u0627 \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0633\u0627\u062f\u0647\u060c \u0645\u0646\u0627\u0628\u0639 \u06af\u0648\u0646\u0627\u06af\u0648\u0646 \u0645\u0627\u0646\u0646\u062f WordNet \u0631\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0634\u0645\u0627 \u0645\u06cc\u200c\u06af\u0630\u0627\u0631\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c NLTK \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u062a\u0646 \u062f\u0627\u0631\u062f \u06a9\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u0627\u0632 \u0622\u0646\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc\u060c \u0646\u0634\u0627\u0646\u0647\u200c\u06af\u0630\u0627\u0631\u06cc\u060c \u062a\u0634\u0631\u06cc\u062d \u0648 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u0639\u0646\u0627\u06cc\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f. <\/li>\n\n\n\n<li><strong>spaCy <\/strong>\u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u200c\u0628\u0627\u0632 NLP \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0628\u06cc\u0634 \u0627\u0632 \u06f6\u06f6 \u0632\u0628\u0627\u0646 \u0645\u062e\u062a\u0644\u0641 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. spaCy \u0636\u0645\u0646\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u062d\u0628\u0648\u0628\u06cc \u0645\u0627\u0646\u0646\u062f BERT \u0631\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0634\u0645\u0627 \u0645\u06cc\u200c\u06af\u0630\u0627\u0631\u062f \u0648 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0645\u0648\u062c\u0648\u062f\u06cc\u062a \u0646\u0627\u0645\u062f\u0627\u0631\u060c \u0628\u0631\u0686\u0633\u0628\u200c\u200c\u06af\u0630\u0627\u0631\u06cc \u0628\u062e\u0634\u06cc \u0627\u0632 \u06af\u0641\u062a\u0627\u0631\u060c \u0628\u062e\u0634\u200c\u0628\u0646\u062f\u06cc \u062c\u0645\u0644\u0627\u062a\u060c \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u0645\u062a\u0648\u0646\u060c \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0631\u0641\u0648\u0644\u0648\u0698\u06cc\u06a9 \u0648 \u0645\u0648\u0627\u0631\u062f\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0633\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. <\/li>\n\n\n\n<li><strong>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642<\/strong>: \u0627\u0632 \u0645\u062d\u0628\u0648\u0628\u200c\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0645\u06cc\u200c\u0634\u0648\u062f \u0628\u0647 TensorFlow \u0648 PyTorch \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f \u06a9\u0647 \u0645\u062f\u0644\u200c\u0633\u0627\u0632\u06cc \u0648 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u062a\u0645\u06cc\u0632 \u062f\u0627\u062f\u0646 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0631\u0627 \u0622\u0633\u0627\u0646 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627 \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0635\u0644\u06cc\u200c\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc NLP \u0628\u0647 \u062d\u0633\u0627\u0628 \u0645\u06cc\u200c\u0622\u06cc\u0646\u062f. <\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"font-size:18px\">\u0622\u0631 (R)<\/h3>\n\n\n\n<p>\u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0646\u062e\u0633\u062a\u06cc\u0646\u200c\u0647\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0628\u0627 \u0632\u0628\u0627\u0646 R \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u0648 \u0647\u0646\u0648\u0632 \u0647\u0645 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0645\u062d\u0642\u0642\u0627\u0646 \u0648 \u0622\u0645\u0627\u0631\u062f\u0627\u0646\u0627\u0646 \u0627\u0632 \u0647\u0645\u06cc\u0646 \u0632\u0628\u0627\u0646 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f. \u0627\u0632 \u062c\u0645\u0644\u0647 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc NLP \u0628\u0647 \u0632\u0628\u0627\u0646 R \u0645\u06cc\u200c\u0634\u0648\u062f \u0628\u0647 TidyText \u060cWeka \u060cWord2Vec \u060cSpaCyR \u060cTensorFlow \u0648 PyTorch \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f. <\/p>\n\n\n\n<p>\u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0628\u0627\u06cc\u062f \u0627\u0641\u0632\u0648\u062f \u06a9\u0647 \u0628\u0631\u062e\u06cc \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0645\u062b\u0644 \u062c\u0627\u0648\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a\u060c \u062c\u0627\u0648\u0627 \u0648 \u062c\u0648\u0644\u06cc\u0627 \u0647\u0645 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u062a\u062f\u0647\u0627\u06cc NLP \u062f\u0627\u0631\u0646\u062f. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:20px\"><span class=\"ez-toc-section\" id=\"%D9%BE%D8%A7%D8%B3%D8%AE_%D8%A8%D9%87_%D8%B3%D9%88%D8%A7%D9%84%D8%A7%D8%AA_%D9%85%D8%AA%D8%AF%D8%A7%D9%88%D9%84\"><\/span>\u067e\u0627\u0633\u062e \u0628\u0647 \u0633\u0648\u0627\u0644\u0627\u062a \u0645\u062a\u062f\u0627\u0648\u0644<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u06a9\u0627\u0631 \u0631\u0627 \u0628\u0627 \u067e\u0627\u0633\u062e \u062f\u0627\u062f\u0646 \u0628\u0647 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0633\u0648\u0627\u0644\u0627\u062a \u0631\u0627\u06cc\u062c \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0628\u0647 \u067e\u0627\u06cc\u0627\u0646 \u0645\u06cc\u200c\u0631\u0633\u0627\u0646\u06cc\u0645.<\/p>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1695306704342\"><strong class=\"schema-faq-question\">\u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u0646\u0642\u0637\u0647 \u0636\u0639\u0641 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0686\u06cc\u0633\u062a \u061f<\/strong> <p class=\"schema-faq-answer\">\u0639\u0644\u06cc\u200c\u0631\u063a\u0645 \u062a\u0645\u0627\u0645 \u0645\u0632\u0627\u06cc\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0622\u0646\u200c\u0647\u0627 \u067e\u0631\u062f\u0627\u062e\u062a\u06cc\u0645\u060c \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0646\u0642\u0627\u0637 \u0636\u0639\u0641 \u062e\u0627\u0635 \u062e\u0648\u062f \u0631\u0627 \u0647\u0645 \u062f\u0627\u0631\u062f \u0648 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u0645\u0648\u0631\u062f\u060c \u062f\u0642\u062a \u0645\u062d\u062f\u0648\u062f \u0645\u062f\u0644\u200c\u0647\u0627 \u0627\u0633\u062a. \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0645\u062a\u06a9\u06cc \u0628\u0631 NLP \u06af\u0627\u0647\u06cc \u0646\u062a\u0627\u06cc\u062c\u06cc \u06a9\u0645\u200c\u062f\u0642\u062a \u06cc\u0627 \u0627\u0632 \u0627\u0633\u0627\u0633 \u0627\u0634\u062a\u0628\u0627\u0647 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u060c \u062e\u0635\u0648\u0635\u0627 \u0648\u0642\u062a\u06cc \u0628\u0627 \u0632\u0628\u0627\u0646\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u0686\u0646\u062f\u067e\u0647\u0644\u0648 \u0633\u0631 \u0648 \u06a9\u0627\u0631 \u062f\u0627\u0631\u0646\u062f. <\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1695306831444\"><strong class=\"schema-faq-question\">\u06a9\u062f\u0627\u0645 \u0645\u062f\u0644 \u0645\u062a\u06a9\u06cc \u0628\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u062a\u0631\u06cc \u062f\u0627\u0631\u062f\u061f<\/strong> <p class=\"schema-faq-answer\">\u0627\u06cc\u0646 \u0631\u0648\u0632\u0647\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u062f\u0631 \u062d\u0648\u0632\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u067e\u06cc\u062f\u0627 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u06a9\u0647 \u0627\u0632 \u0642\u0628\u0644 \u0628\u0627 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u0645\u062a\u0648\u0646 \u06a9\u0644\u0627\u0646 \u062a\u0639\u0644\u06cc\u0645 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f. \u0627\u0632 \u062c\u0645\u0644\u0647 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u0645\u06a9\u0627\u0646 \u0633\u0641\u0627\u0631\u0634\u06cc\u200c\u0633\u0627\u0632\u06cc \u0622\u0646\u200c\u0647\u0627 \u0647\u0645 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 BERT \u060cGPT-2 \u060cELMo \u0648 RoBERTa \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f. <\/p> <\/div> <\/div>\n\n\n\n<p>+ \u0645\u0646\u0628\u0639: <a href=\"https:\/\/www.deeplearning.ai\/resources\/natural-language-processing\/\" target=\"_blank\" rel=\"noreferrer noopener\">DeepLearning<\/a> \u0648 <a href=\"https:\/\/www.oracle.com\/jo\/artificial-intelligence\/what-is-natural-language-processing\/\" target=\"_blank\" rel=\"noreferrer noopener\">Oracle<\/a> \u0648 <a href=\"https:\/\/blog.workday.com\/en-us\/2023\/what-natural-language-processing-nlp-explained.html\" target=\"_blank\" rel=\"noreferrer noopener\">Workday Blog<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062a\u0642\u0631\u06cc\u0628\u0627 \u0647\u0645\u0647 \u0645\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0631\u0648\u0632\u0645\u0631\u0647 \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645&#8230;<\/p>\n","protected":false},"author":49,"featured_media":43779,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[46,48],"tags":[37,38],"class_list":["post-43775","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-developer","category-technology","tag-37","tag-38"],"yoast_head":"<!-- This site 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