{"id":18956,"date":"2025-11-28T17:38:32","date_gmt":"2025-11-28T14:08:32","guid":{"rendered":"https:\/\/realrobot.ir\/?p=18956"},"modified":"2025-11-28T17:40:16","modified_gmt":"2025-11-28T14:10:16","slug":"artificial-intelligence-engineer","status":"publish","type":"post","link":"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/","title":{"rendered":"AI Engineer: Skills, Duties, and Career Guide"},"content":{"rendered":"<p style=\"text-align: right;\">\u067e\u0630\u06cc\u0631\u0634 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0633\u0631\u0627\u0633\u0631 \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627 \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647 \u0627\u0647\u0645\u06cc\u062a \u0631\u0627\u0647\u0628\u0631\u062f\u06cc \u0641\u0632\u0627\u06cc\u0646\u062f\u0647 \u0622\u0646\u200c\u0647\u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u062f\u063a\u0627\u0645 \u0627\u0632 \u0628\u0647\u0628\u0648\u062f 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class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0622\u0646\u0686\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0646\u06cc\u062f<\/p>\n<\/div><nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#%D9%85%D9%87%D9%86%D8%AF%D8%B3%DB%8C_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >\u0645\u0647\u0646\u062f\u0633\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0686\u06cc\u0633\u062a\u061f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%DA%86%D9%87_%DA%A9%D8%A7%D8%B1%DB%8C_%D8%A7%D9%86%D8%AC%D8%A7%D9%85_%D9%85%DB%8C%E2%80%8C%D8%AF%D9%87%D8%AF%D8%9F\" >\u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0686\u0647 \u06a9\u0627\u0631\u06cc \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u062f\u0647\u062f\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#%D9%85%D8%B3%D8%A6%D9%88%D9%84%DB%8C%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >\u0645\u0633\u0626\u0648\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0686\u06cc\u0633\u062a\u061f<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#1_%D9%85%D8%B3%D8%A6%D9%88%D9%84%DB%8C%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%81%D9%86%DB%8C_%D8%A7%D8%B5%D9%84%DB%8C\" >1. \u0645\u0633\u0626\u0648\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc \u0627\u0635\u0644\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#2_%D9%85%D8%B3%D8%A6%D9%88%D9%84%DB%8C%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1%D8%AF%DB%8C_%D9%88_%D8%B1%D9%88_%D8%A8%D9%87_%DA%A9%D8%B3%D8%A8%E2%80%8C%D9%88%DA%A9%D8%A7%D8%B1\" >2. \u0645\u0633\u0626\u0648\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648 \u0631\u0648 \u0628\u0647 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#3_%D9%85%D8%B3%D8%A6%D9%88%D9%84%DB%8C%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%BE%DA%98%D9%88%D9%87%D8%B4_%D9%88_%D9%86%D9%88%D8%A2%D9%88%D8%B1%DB%8C\" >3. \u0645\u0633\u0626\u0648\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u067e\u0698\u0648\u0647\u0634 \u0648 \u0646\u0648\u0622\u0648\u0631\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#4_%D9%85%D8%B3%D8%A6%D9%88%D9%84%DB%8C%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%A7%D8%AE%D9%84%D8%A7%D9%82%DB%8C_%D9%88_%D8%AD%DA%A9%D9%85%D8%B1%D8%A7%D9%86%DB%8C\" >4. \u0645\u0633\u0626\u0648\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u062e\u0644\u0627\u0642\u06cc \u0648 \u062d\u06a9\u0645\u0631\u0627\u0646\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#5_%D9%85%D8%B3%D8%A6%D9%88%D9%84%DB%8C%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%85%D8%AF%DB%8C%D8%B1%DB%8C%D8%AA%DB%8C_%D9%88_%D8%A8%DB%8C%D9%86%E2%80%8C%D9%88%D8%B8%DB%8C%D9%81%D9%87%E2%80%8C%D8%A7%DB%8C\" >5. \u0645\u0633\u0626\u0648\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a\u06cc \u0648 \u0628\u06cc\u0646\u200c\u0648\u0638\u06cc\u0641\u0647\u200c\u0627\u06cc<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#%DA%86%D9%87_%D9%85%D9%87%D8%A7%D8%B1%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%AA%D8%A8%D8%AF%DB%8C%D9%84_%D8%B4%D8%AF%D9%86_%D8%A8%D9%87_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D9%84%D8%A7%D8%B2%D9%85_%D8%A7%D8%B3%D8%AA%D8%9F\" >\u0686\u0647 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0646 \u0628\u0647 \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0644\u0627\u0632\u0645 \u0627\u0633\u062a\u061f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#1_%D9%85%D9%87%D8%A7%D8%B1%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%81%D9%86%DB%8C_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C\" >1. \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#I_%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\" >I. \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#II_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D9%85%D8%A7%D8%B4%DB%8C%D9%86_ML_%D9%88_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D8%B9%D9%85%DB%8C%D9%82_DL\" >II. \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 (ML) \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 (DL)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#III_%D9%85%D8%AF%DB%8C%D8%B1%DB%8C%D8%AA_%D9%88_%D8%AA%D8%AD%D9%84%DB%8C%D9%84_%D8%AF%D8%A7%D8%AF%D9%87\" >III. \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#IV_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85%E2%80%8C%D9%87%D8%A7_%D9%88_%D8%B3%D8%A7%D8%AE%D8%AA%D9%85%D8%A7%D9%86_%D8%AF%D8%A7%D8%AF%D9%87%E2%80%8C%D9%87%D8%A7\" >IV. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0648 \u0633\u0627\u062e\u062a\u0645\u0627\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#V_%D8%B3%D8%B1%D9%88%DB%8C%D8%B3%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D9%88_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D9%85%D8%A7%D8%B4%DB%8C%D9%86\" >V. \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#VI_%D8%A7%D8%B3%D8%AA%D9%82%D8%B1%D8%A7%D8%B1_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D9%88_DevOps_MLOps\" >VI. \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 DevOps (MLOps)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#VII_%D8%A7%D9%85%D9%86%DB%8C%D8%AA_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C\" >VII. \u0627\u0645\u0646\u06cc\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#2_%D9%85%D9%87%D8%A7%D8%B1%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%BA%DB%8C%D8%B1_%D9%81%D9%86%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%85%D9%87%D9%86%D8%AF%D8%B3%D8%A7%D9%86_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C\" >2. \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u063a\u06cc\u0631 \u0641\u0646\u06cc \u0628\u0631\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#I_%D8%A7%D8%B1%D8%AA%D8%A8%D8%A7%D8%B7%D8%A7%D8%AA_%D9%88_%D9%87%D9%85%DA%A9%D8%A7%D8%B1%DB%8C\" >I. \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u0648 \u0647\u0645\u06a9\u0627\u0631\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#II_%D8%AD%D9%84_%D9%85%D8%B3%D8%A6%D9%84%D9%87_%D9%88_%D8%AA%D9%81%DA%A9%D8%B1_%D8%A7%D9%86%D8%AA%D9%82%D8%A7%D8%AF%DB%8C\" >II. \u062d\u0644 \u0645\u0633\u0626\u0644\u0647 \u0648 \u062a\u0641\u06a9\u0631 \u0627\u0646\u062a\u0642\u0627\u062f\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#III_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D9%BE%DB%8C%D9%88%D8%B3%D8%AA%D9%87_%D9%88_%D8%B3%D8%A7%D8%B2%DA%AF%D8%A7%D8%B1%DB%8C\" >III. \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u067e\u06cc\u0648\u0633\u062a\u0647 \u0648 \u0633\u0627\u0632\u06af\u0627\u0631\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#IV_%D8%AF%D8%A7%D9%86%D8%B4_%D8%AF%D8%A7%D9%85%D9%86%D9%87%E2%80%8C%D8%A7%DB%8C\" >IV. \u062f\u0627\u0646\u0634 \u062f\u0627\u0645\u0646\u0647\u200c\u0627\u06cc<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#3_%D9%85%D9%87%D8%A7%D8%B1%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%BE%DB%8C%D8%B4%D8%B1%D9%81%D8%AA%D9%87_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%85%D9%87%D9%86%D8%AF%D8%B3%DB%8C_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C\" >3. \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0628\u0631\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#I_%D8%B1%DB%8C%D8%A7%D8%B6%DB%8C%D8%A7%D8%AA_%D9%BE%DB%8C%D8%B4%D8%B1%D9%81%D8%AA%D9%87\" >I. \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a \u067e\u06cc\u0634\u0631\u0641\u062a\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#II_%D9%85%D8%B9%D9%85%D8%A7%D8%B1%DB%8C%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%B4%D8%A8%DA%A9%D9%87_%D8%B9%D8%B5%D8%A8%DB%8C\" >II. \u0645\u0639\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#III_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D9%85%D9%88%D9%84%D8%AF_%D9%88_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D8%AA%D9%82%D9%88%DB%8C%D8%AA%DB%8C\" >III. \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0648\u0644\u062f \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#%DA%86%D8%B4%D9%85%E2%80%8C%D8%A7%D9%86%D8%AF%D8%A7%D8%B2_%D8%A2%DB%8C%D9%86%D8%AF%D9%87_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%85%D9%87%D9%86%D8%AF%D8%B3%D8%A7%D9%86_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C\" >\u0686\u0634\u0645\u200c\u0627\u0646\u062f\u0627\u0632 \u0622\u06cc\u0646\u062f\u0647 \u0628\u0631\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#%D8%A2%D8%A8%D9%86%D8%AF%D9%87_%D8%B4%D8%BA%D9%84%DB%8C_%D9%88_%D8%AF%D8%B1%D8%A2%D9%85%D8%AF_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%DA%86%D9%82%D8%AF%D8%B1_%D8%A7%D8%B3%D8%AA%D8%9F\" >\u0622\u0628\u0646\u062f\u0647 \u0634\u063a\u0644\u06cc \u0648 \u062f\u0631\u0622\u0645\u062f \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0686\u0642\u062f\u0631 \u0627\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#%D9%BE%D8%B1%D8%B3%D8%B4%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%85%D8%AA%D8%AF%D8%A7%D9%88%D9%84\" >common questions<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#1_%D8%A2%DB%8C%D8%A7_%D9%85%D9%87%D9%86%D8%AF%D8%B3%DB%8C_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%B4%D8%BA%D9%84_%D8%AE%D9%88%D8%A8%DB%8C_%D8%A7%D8%B3%D8%AA%D8%9F\" >1. \u0622\u06cc\u0627 \u0645\u0647\u0646\u062f\u0633\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0634\u063a\u0644 \u062e\u0648\u0628\u06cc \u0627\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#2_%D8%A2%DB%8C%D8%A7_%D9%85%D9%87%D9%86%D8%AF%D8%B3%DB%8C_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%B3%D8%AE%D8%AA_%D8%A7%D8%B3%D8%AA%D8%9F\" >2. \u0622\u06cc\u0627 \u0645\u0647\u0646\u062f\u0633\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0633\u062e\u062a \u0627\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#3_%DA%86%D9%82%D8%AF%D8%B1_%D8%B7%D9%88%D9%84_%D9%85%DB%8C%E2%80%8C%DA%A9%D8%B4%D8%AF_%D8%AA%D8%A7_%D8%A8%D9%87_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%AA%D8%A8%D8%AF%DB%8C%D9%84_%D8%B4%D9%88%DB%8C%D9%85%D8%9F\" >3. \u0686\u0642\u062f\u0631 \u0637\u0648\u0644 \u0645\u06cc\u200c\u06a9\u0634\u062f \u062a\u0627 \u0628\u0647 \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0634\u0648\u06cc\u0645\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#4_%DA%86%D9%87_%D8%B5%D9%84%D8%A7%D8%AD%DB%8C%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%AA%D8%A8%D8%AF%DB%8C%D9%84_%D8%B4%D8%AF%D9%86_%D8%A8%D9%87_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D9%84%D8%A7%D8%B2%D9%85_%D8%A7%D8%B3%D8%AA%D8%9F\" >4. \u0686\u0647 \u0635\u0644\u0627\u062d\u06cc\u062a\u200c\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0646 \u0628\u0647 \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0644\u0627\u0632\u0645 \u0627\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#5_%D8%A2%DB%8C%D8%A7_%D8%A8%D8%AF%D9%88%D9%86_%D9%85%D8%AF%D8%B1%DA%A9_%D8%B9%D9%84%D9%88%D9%85_%DA%A9%D8%A7%D9%85%D9%BE%DB%8C%D9%88%D8%AA%D8%B1_%D9%85%DB%8C%E2%80%8C%D8%AA%D9%88%D8%A7%D9%86_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%B4%D8%AF%D8%9F\" >5. \u0622\u06cc\u0627 \u0628\u062f\u0648\u0646 \u0645\u062f\u0631\u06a9 \u0639\u0644\u0648\u0645 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0634\u062f\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#6_%DA%86%DA%AF%D9%88%D9%86%D9%87_%D9%88%D8%A7%D8%B1%D8%AF_%D8%AD%D9%88%D8%B2%D9%87_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%B4%D9%88%DB%8C%D9%85%D8%9F\" >6. \u0686\u06af\u0648\u0646\u0647 \u0648\u0627\u0631\u062f \u062d\u0648\u0632\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0634\u0648\u06cc\u0645\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#7_%D8%AA%D9%81%D8%A7%D9%88%D8%AA_%D8%A8%DB%8C%D9%86_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C%D8%8C_%D8%AF%D8%A7%D9%86%D8%B4%D9%85%D9%86%D8%AF_%D8%AF%D8%A7%D8%AF%D9%87_%D9%88_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D9%85%D8%A7%D8%B4%DB%8C%D9%86_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >7. \u062a\u0641\u0627\u0648\u062a \u0628\u06cc\u0646 \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u062f\u0627\u0646\u0634\u0645\u0646\u062f \u062f\u0627\u062f\u0647 \u0648 \u0645\u0647\u0646\u062f\u0633 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0686\u06cc\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#8_%DA%A9%D8%AF%D8%A7%D9%85_%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%A8%DB%8C%D8%B4%D8%AA%D8%B1%DB%8C%D9%86_%D8%AA%D9%82%D8%A7%D8%B6%D8%A7_%D8%B1%D8%A7_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%85%D9%87%D9%86%D8%AF%D8%B3%D8%A7%D9%86_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%AF%D8%A7%D8%B1%D9%86%D8%AF%D8%9F\" >8. \u06a9\u062f\u0627\u0645 \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u062a\u0642\u0627\u0636\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0627\u0631\u0646\u062f\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#9_%D9%86%D9%85%D9%88%D9%86%D9%87%E2%80%8C_%D9%BE%D8%B1%D9%88%DA%98%D9%87_%D9%87%D8%A7%DB%8C_%D9%BE%D8%B1%D8%AA%D9%82%D8%A7%D8%B6%D8%A7%DB%8C_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C\" >9. \u0646\u0645\u0648\u0646\u0647\u200c \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u067e\u0631\u062a\u0642\u0627\u0636\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#10_%D9%85%D9%84%D8%A7%D8%AD%D8%B8%D8%A7%D8%AA_%D8%A7%D8%AE%D9%84%D8%A7%D9%82%DB%8C_%D9%85%D9%87%D9%86%D8%AF%D8%B3%DB%8C_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" >10. \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u062e\u0644\u0627\u0642\u06cc \u0645\u0647\u0646\u062f\u0633\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0686\u06cc\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/realrobot.ir\/en\/2025\/11\/28\/artificial-intelligence-engineer\/#11_%DA%86%DA%AF%D9%88%D9%86%D9%87_%D8%A8%D8%B9%D8%AF_%D8%A7%D8%B2_%D8%AF%D9%88%D8%A7%D8%B2%D8%AF%D9%87%D9%85_%D8%A8%D9%87_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%AA%D8%A8%D8%AF%DB%8C%D9%84_%D8%B4%D9%88%DB%8C%D9%85%D8%9F\" >11. \u0686\u06af\u0648\u0646\u0647 \u0628\u0639\u062f \u0627\u0632 \u062f\u0648\u0627\u0632\u062f\u0647\u0645 \u0628\u0647 \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0634\u0648\u06cc\u0645\u061f<\/a><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"%D9%85%D9%87%D9%86%D8%AF%D8%B3%DB%8C_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span>\u0645\u0647\u0646\u062f\u0633\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0686\u06cc\u0633\u062a\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: center;\"><a href=\"https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/1749499624063-1.jpg\"><img fetchpriority=\"high\" decoding=\"async\" class=\"size-medium wp-image-18959 aligncenter\" src=\"https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/1749499624063-1-700x393.jpg\" alt=\"\u0645\u0647\u0646\u062f\u0633\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0686\u06cc\u0633\u062a\u061f\" width=\"700\" height=\"393\" title=\"\" srcset=\"https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/1749499624063-1-700x393.jpg 700w, https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/1749499624063-1-150x84.jpg 150w, https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/1749499624063-1-18x10.jpg 18w, https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/1749499624063-1.jpg 712w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/a><\/p>\n<p style=\"text-align: right;\"><strong>\u0645\u0647\u0646\u062f\u0633\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong> \u0631\u0634\u062a\u0647\u200c\u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0637\u0631\u0627\u062d\u06cc\u060c \u062a\u0648\u0633\u0639\u0647 \u0648 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0645\u0633\u0627\u0626\u0644 \u0648\u0627\u0642\u0639\u06cc \u0631\u0627 \u062d\u0644 \u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u062d\u0648\u0632\u0647\u060c \u0639\u0644\u0648\u0645 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u060c \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0631\u0627 \u0628\u0627 \u0628\u0646\u06cc\u0627\u0646\u200c\u0647\u0627\u06cc \u0642\u0648\u06cc \u062f\u0631 \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a \u0648 \u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u062a\u0631\u06a9\u06cc\u0628 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/realrobot.ir\/en\/product\/mehrdosts-smart-business-manager-book\/\"><img decoding=\"async\" class=\"wp-image-18891 size-full aligncenter\" src=\"https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/\u0628\u0646\u0631-\u062a\u0628\u0644\u06cc\u063a\u0627\u062a\u06cc-\u0633\u0627\u06cc\u062a-\u062e\u0628\u0631\u06cc-\u06a9\u062a\u0627\u0628-\u0645\u062f\u06cc\u0631-\u0647\u0648\u0634\u0645\u0646\u062f.webp\" alt=\"\" width=\"800\" height=\"100\" title=\"\" srcset=\"https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/\u0628\u0646\u0631-\u062a\u0628\u0644\u06cc\u063a\u0627\u062a\u06cc-\u0633\u0627\u06cc\u062a-\u062e\u0628\u0631\u06cc-\u06a9\u062a\u0627\u0628-\u0645\u062f\u06cc\u0631-\u0647\u0648\u0634\u0645\u0646\u062f.webp 800w, https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/\u0628\u0646\u0631-\u062a\u0628\u0644\u06cc\u063a\u0627\u062a\u06cc-\u0633\u0627\u06cc\u062a-\u062e\u0628\u0631\u06cc-\u06a9\u062a\u0627\u0628-\u0645\u062f\u06cc\u0631-\u0647\u0648\u0634\u0645\u0646\u062f-700x88.webp 700w, https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/\u0628\u0646\u0631-\u062a\u0628\u0644\u06cc\u063a\u0627\u062a\u06cc-\u0633\u0627\u06cc\u062a-\u062e\u0628\u0631\u06cc-\u06a9\u062a\u0627\u0628-\u0645\u062f\u06cc\u0631-\u0647\u0648\u0634\u0645\u0646\u062f-150x19.webp 150w, https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/\u0628\u0646\u0631-\u062a\u0628\u0644\u06cc\u063a\u0627\u062a\u06cc-\u0633\u0627\u06cc\u062a-\u062e\u0628\u0631\u06cc-\u06a9\u062a\u0627\u0628-\u0645\u062f\u06cc\u0631-\u0647\u0648\u0634\u0645\u0646\u062f-768x96.webp 768w, https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/\u0628\u0646\u0631-\u062a\u0628\u0644\u06cc\u063a\u0627\u062a\u06cc-\u0633\u0627\u06cc\u062a-\u062e\u0628\u0631\u06cc-\u06a9\u062a\u0627\u0628-\u0645\u062f\u06cc\u0631-\u0647\u0648\u0634\u0645\u0646\u062f-18x2.webp 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/a><\/p>\n<h3 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%DA%86%D9%87_%DA%A9%D8%A7%D8%B1%DB%8C_%D8%A7%D9%86%D8%AC%D8%A7%D9%85_%D9%85%DB%8C%E2%80%8C%D8%AF%D9%87%D8%AF%D8%9F\"><\/span>\u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0686\u0647 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\u0628\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647\u200c\u0637\u0648\u0631 \u0645\u0624\u062b\u0631 \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u0646\u062f<\/li>\n<li><strong>\u0622\u0632\u0645\u0648\u0646 \u0648 \u0628\u0647\u0628\u0648\u062f \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627:<\/strong> \u062a\u0633\u062a \u0648 \u0628\u0647\u0628\u0648\u062f \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u062f\u0642\u062a \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0637\u0645\u06cc\u0646\u0627\u0646<\/li>\n<li><strong>\u0647\u0645\u06a9\u0627\u0631\u06cc \u062a\u06cc\u0645\u06cc:<\/strong> \u0647\u0645\u06a9\u0627\u0631\u06cc \u0628\u0627 \u062a\u06cc\u0645\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647\u060c \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0648 \u0645\u062f\u06cc\u0631\u0627\u0646 \u0645\u062d\u0635\u0648\u0644 \u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0627\u06cc\u062f\u0647\u200c\u0647\u0627 \u0628\u0647 \u0631\u0627\u0647\u200c\u062d\u0644\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/li>\n<\/ul>\n<p style=\"text-align: right;\">\u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u062a\u0642\u0627\u0637\u0639 \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \u0648 \u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u0646\u062f. \u062f\u0631 \u062d\u0627\u0644\u06cc\u200c\u06a9\u0647 \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647 \u0628\u0631 \u067e\u0698\u0648\u0647\u0634 \u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0628\u06cc\u0646\u0634\u200c\u0647\u0627 \u062a\u0645\u0631\u06a9\u0632 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u060c \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u06cc\u0646 \u0628\u06cc\u0646\u0634\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0648 \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u0622\u0646\u200c\u0647\u0627 \u062a\u0636\u0645\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u06a9\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0635\u0631\u0641\u0627\u064b \u0646\u0638\u0631\u06cc \u0646\u0628\u0627\u0634\u062f\u060c \u0628\u0644\u06a9\u0647 \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u0634\u0648\u062f \u0648 \u0647\u0631 \u0686\u06cc\u0632\u06cc \u0627\u0632 \u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627 \u0648 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u0648\u0635\u06cc\u0647\u200c\u06af\u0631 \u062a\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0644\u0627\u0645\u062a \u0648 \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u062e\u0648\u062f\u0631\u0627\u0646 \u0631\u0627 \u062a\u0648\u0627\u0646\u0645\u0646\u062f \u06a9\u0646\u062f.<\/p>\n<blockquote>\n<p style=\"text-align: center;\" data-pm-slice=\"1 1 []\"><strong><span dir=\"auto\">\u0634\u0631\u06a9\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0626\u0627\u0644 \u0631\u0628\u0627\u062a <\/span><span dir=\"auto\">\u0628\u0647 \u062f\u0644\u06cc\u0644 \u062a\u062e\u0635\u0635 \u0627\u0633\u062a\u062b\u0646\u0627\u06cc\u06cc \u062e\u0648\u062f \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0647\u0628\u0631\u0627\u0646 \u0627\u06cc\u0646 \u0635\u0646\u0639\u062a \u062f\u0631 \u0627\u06cc\u0631\u0627\u0646 \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<br \/>\n\u062c\u0647\u062a \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u0634\u0627\u0648\u0631\u0647 \u0628\u0627 \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u062a\u0639\u0631\u06cc\u0641 \u067e\u0631\u0648\u0698\u0647 \u062e\u0648\u062f <a href=\"tel:09148672173\">Call<\/a>.<br \/>\n<\/span><\/strong><\/p>\n<\/blockquote>\n<p style=\"text-align: center;\" data-pm-slice=\"1 1 []\"><a href=\"https:\/\/realrobot.ir\/en\/contact\/\"><img decoding=\"async\" class=\"wp-image-18937 size-full aligncenter\" src=\"https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/\u0639\u06a9\u0633-\u0634\u0627\u062e\u0635.jpg\" alt=\"\" width=\"680\" height=\"400\" title=\"\" srcset=\"https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/\u0639\u06a9\u0633-\u0634\u0627\u062e\u0635.jpg 680w, https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/\u0639\u06a9\u0633-\u0634\u0627\u062e\u0635-150x88.jpg 150w, https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/\u0639\u06a9\u0633-\u0634\u0627\u062e\u0635-18x12.jpg 18w\" sizes=\"(max-width: 680px) 100vw, 680px\" \/><\/a><\/p>\n<h3 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"%D9%85%D8%B3%D8%A6%D9%88%D9%84%DB%8C%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span>\u0645\u0633\u0626\u0648\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0686\u06cc\u0633\u062a\u061f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: right;\">\u062f\u0631 \u0627\u062f\u0627\u0645\u0647\u060c \u062a\u0641\u06a9\u06cc\u06a9 \u0645\u0633\u0626\u0648\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u06cc\u06a9 \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0627\u0628\u0639\u0627\u062f \u0645\u062e\u062a\u0644\u0641 \u0622\u0645\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"1_%D9%85%D8%B3%D8%A6%D9%88%D9%84%DB%8C%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%81%D9%86%DB%8C_%D8%A7%D8%B5%D9%84%DB%8C\"><\/span>1. \u0645\u0633\u0626\u0648\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc \u0627\u0635\u0644\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p style=\"text-align: right;\">\u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u0627\u0633\u0627\u064b \u0645\u0633\u0626\u0648\u0644 \u0637\u0631\u0627\u062d\u06cc\u060c \u0633\u0627\u062e\u062a \u0648 \u0646\u06af\u0647\u062f\u0627\u0634\u062a \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0645\u0633\u0627\u0626\u0644 \u0648\u0627\u0642\u0639\u06cc \u0631\u0627 \u062d\u0644 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n<ul style=\"text-align: right;\">\n<li><strong>\u062a\u0648\u0633\u0639\u0647 \u0645\u062f\u0644:<\/strong> \u0637\u0631\u0627\u062d\u06cc \u0648 \u062a\u0648\u0633\u0639\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\/\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u06a9\u0647 \u0628\u0627 \u0627\u0647\u062f\u0627\u0641 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u06cc \u0648 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0647\u0645\u200c\u0633\u0648 \u0628\u0627\u0634\u0646\u062f<\/li>\n<li><strong>\u0622\u0645\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647:<\/strong> \u0627\u0646\u062c\u0627\u0645 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc\u060c \u067e\u0627\u06a9\u200c\u0633\u0627\u0632\u06cc\u060c \u067e\u06cc\u0634\u200c\u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u0645\u0647\u0646\u062f\u0633\u06cc \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0627\u06a9\u06cc\u0641\u06cc\u062a \u062c\u0647\u062a \u0622\u0645\u0648\u0632\u0634 \u0648 \u062a\u062d\u0644\u06cc\u0644<\/li>\n<li><strong>\u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645:<\/strong> \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0648 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u0646\u0627\u0633\u0628\u200c\u062a\u0631\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0645\u0639\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0648 \u0641\u0631\u06cc\u0645\u200c\u0648\u0631\u06a9\u200c\u0647\u0627 \u0645\u0627\u0646\u0646\u062f TensorFlow\u060c PyTorch\u060c Keras \u06cc\u0627 Scikit-learn<\/li>\n<li><strong>\u0622\u0645\u0648\u0632\u0634 \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u062f\u0644:<\/strong> \u0622\u0645\u0648\u0632\u0634\u060c \u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc \u0648 \u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 \u0645\u062f\u0644\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u062f\u0642\u062a\u060c \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0648 \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631\u06cc<\/li>\n<li><strong>\u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0648 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647\u200c\u0633\u0627\u0632\u06cc:<\/strong> \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0631\u0627\u0647\u200c\u062d\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0627\u0632 \u0637\u0631\u06cc\u0642 API\u0647\u0627\u060c \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627\u06cc \u0627\u0628\u0631\u06cc (AWS\u060c Azure\u060c GCP) \u06cc\u0627 \u062f\u0633\u062a\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u0644\u0628\u0647<\/li>\n<li><strong>\u0645\u062f\u06cc\u0631\u06cc\u062a \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646 \u062f\u0627\u062f\u0647:<\/strong> \u0633\u0627\u062e\u062a \u0648 \u0646\u06af\u0647\u062f\u0627\u0634\u062a \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646\u200c\u0647\u0627\u06cc ETL \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af\u200c\u0645\u0642\u06cc\u0627\u0633 \u06cc\u0627 \u0628\u0644\u0627\u062f\u0631\u0646\u06af<\/li>\n<li><strong>\u067e\u0627\u06cc\u0634 \u0645\u062f\u0644:<\/strong> \u067e\u0627\u06cc\u0634 \u067e\u06cc\u0648\u0633\u062a\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062f\u0631\u06cc\u0641\u062a\u060c \u0633\u0648\u06af\u06cc\u0631\u06cc \u06cc\u0627 \u0627\u0641\u062a \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u0627\u0639\u0645\u0627\u0644 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc\u200c\u0647\u0627 \u062c\u0647\u062a \u062d\u0641\u0638 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0637\u0645\u06cc\u0646\u0627\u0646<\/li>\n<li><strong>\u062e\u0648\u062f\u06a9\u0627\u0631\u0633\u0627\u0632\u06cc \u0648 MLOps:<\/strong> \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0631\u0648\u06cc\u0647\u200c\u0647\u0627\u06cc MLOps (\u06cc\u06a9\u067e\u0627\u0631\u0686\u06af\u06cc \u0648 \u062a\u062d\u0648\u06cc\u0644 \u067e\u06cc\u0648\u0633\u062a\u0647 \u0628\u0631\u0627\u06cc ML) \u0628\u0631\u0627\u06cc \u062a\u0633\u0647\u06cc\u0644 \u0622\u0632\u0645\u0627\u06cc\u0634\u060c \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0648 \u0646\u0633\u062e\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u0645\u062f\u0644\u200c\u0647\u0627<\/li>\n<\/ul>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"2_%D9%85%D8%B3%D8%A6%D9%88%D9%84%DB%8C%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1%D8%AF%DB%8C_%D9%88_%D8%B1%D9%88_%D8%A8%D9%87_%DA%A9%D8%B3%D8%A8%E2%80%8C%D9%88%DA%A9%D8%A7%D8%B1\"><\/span>2. \u0645\u0633\u0626\u0648\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648 \u0631\u0648 \u0628\u0647 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p style=\"text-align: right;\">\u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc\u060c \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u06a9\u0647 \u0631\u0627\u0647\u200c\u062d\u0644\u200c\u0647\u0627 \u0627\u062b\u0631 \u0642\u0627\u0628\u0644 \u0627\u0646\u062f\u0627\u0632\u0647\u200c\u06af\u06cc\u0631\u06cc \u0628\u0631 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u0646\u062f.<\/p>\n<ul style=\"text-align: right;\">\n<li><strong>\u06af\u0631\u062f\u0622\u0648\u0631\u06cc \u0646\u06cc\u0627\u0632\u0645\u0646\u062f\u06cc\u200c\u0647\u0627:<\/strong> \u0647\u0645\u06a9\u0627\u0631\u06cc \u0628\u0627 \u062a\u06cc\u0645\u200c\u0647\u0627\u06cc \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631 \u0628\u0631\u0627\u06cc \u0641\u0647\u0645 \u0686\u0627\u0644\u0634\u200c\u0647\u0627 \u0648 \u062a\u0628\u062f\u06cc\u0644 \u0622\u0646\u200c\u0647\u0627 \u0628\u0647 \u0631\u0627\u0647\u200c\u062d\u0644\u200c\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/li>\n<li><strong>\u0646\u0645\u0648\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0648 \u0627\u062b\u0628\u0627\u062a \u0645\u0641\u0647\u0648\u0645\u06cc:<\/strong> \u062a\u0648\u0633\u0639\u0647 \u0646\u0645\u0648\u0646\u0647\u200c\u0647\u0627\u06cc \u0627\u0648\u0644\u06cc\u0647 (POC) \u0628\u0631\u0627\u06cc \u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc \u0627\u0645\u06a9\u0627\u0646\u200c\u067e\u0630\u06cc\u0631\u06cc \u067e\u06cc\u0634 \u0627\u0632 \u0645\u0642\u06cc\u0627\u0633\u200c\u06a9\u0631\u062f\u0646 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627<\/li>\n<li><strong>\u0647\u0645\u06a9\u0627\u0631\u06cc:<\/strong> \u0645\u0634\u0627\u0631\u06a9\u062a \u0628\u0627 \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647\u060c \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0648 \u0645\u062f\u06cc\u0631\u0627\u0646 \u0645\u062d\u0635\u0648\u0644 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0627\u0646\u062a\u0647\u0627 \u0628\u0647 \u0627\u0646\u062a\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/li>\n<li><strong>\u0645\u0633\u062a\u0646\u062f\u0633\u0627\u0632\u06cc:<\/strong> \u0627\u06cc\u062c\u0627\u062f \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0634\u0641\u0627\u0641 \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u060c \u062c\u0631\u06cc\u0627\u0646\u200c\u06a9\u0627\u0631\u0647\u0627 \u0648 API\u0647\u0627 \u062c\u0647\u062a \u062a\u0636\u0645\u06cc\u0646 \u0628\u0627\u0632\u062a\u0648\u0644\u06cc\u062f\u067e\u0630\u06cc\u0631\u06cc \u0648 \u0627\u0646\u0637\u0628\u0627\u0642<\/li>\n<li><strong>\u0627\u062f\u063a\u0627\u0645 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u06cc:<\/strong> \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0647\u0645\u200c\u0633\u0648\u06cc\u06cc \u0631\u0627\u0647\u200c\u062d\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0627 \u0634\u0627\u062e\u0635\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f (KPI\u0647\u0627) \u0648 \u0627\u0647\u062f\u0627\u0641 \u0633\u0627\u0632\u0645\u0627\u0646\u06cc<\/li>\n<\/ul>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"3_%D9%85%D8%B3%D8%A6%D9%88%D9%84%DB%8C%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%BE%DA%98%D9%88%D9%87%D8%B4_%D9%88_%D9%86%D9%88%D8%A2%D9%88%D8%B1%DB%8C\"><\/span>3. \u0645\u0633\u0626\u0648\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u067e\u0698\u0648\u0647\u0634 \u0648 \u0646\u0648\u0622\u0648\u0631\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p style=\"text-align: right;\">\u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u062e\u0637 \u0645\u0642\u062f\u0645 \u0646\u0648\u0622\u0648\u0631\u06cc \u0647\u0633\u062a\u0646\u062f \u0648 \u0631\u0648\u06cc\u06a9\u0631\u062f\u0647\u0627 \u0648 \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0631\u0627 \u0645\u06cc\u200c\u06a9\u0627\u0648\u0646\u062f.<\/p>\n<ul style=\"text-align: right;\">\n<li><strong>\u06a9\u0627\u0648\u0634 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0646\u0648\u0638\u0647\u0648\u0631:<\/strong> \u0622\u0632\u0645\u0627\u06cc\u0634 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0648\u0644\u062f\u060c \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af (LLM\u0647\u0627)\u060c LangChain\u060c Hugging Face\u060c \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646\u200c\u0647\u0627\u06cc RAG \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc AutoML<\/li>\n<li><strong>\u067e\u0630\u06cc\u0631\u0634 \u067e\u0698\u0648\u0647\u0634:<\/strong> \u0628\u0647\u200c\u0631\u0648\u0632\u0645\u0627\u0646\u062f\u0646 \u0628\u0627 \u062c\u062f\u06cc\u062f\u062a\u0631\u06cc\u0646 \u0645\u0642\u0627\u0644\u0627\u062a \u067e\u0698\u0648\u0647\u0634\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u06a9\u0646\u0641\u0631\u0627\u0646\u0633\u200c\u0647\u0627 \u0648 \u0646\u0648\u0622\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u0628\u0631\u0627\u06cc \u0627\u062f\u063a\u0627\u0645 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627<\/li>\n<li><strong>\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u062f\u0627\u0645\u0646\u0647\u200c\u0627\u06cc:<\/strong> \u0628\u0647\u200c\u06a9\u0627\u0631\u06af\u06cc\u0631\u06cc \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u0645\u0627\u0646\u0646\u062f \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u060c \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc\u060c \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u0648\u0635\u06cc\u0647\u200c\u06af\u0631\u060c \u0631\u0628\u0627\u062a\u06cc\u06a9 \u0648 \u0633\u0627\u0645\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u062e\u0648\u062f\u0631\u0627\u0646<\/li>\n<li><strong>\u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631\u06cc \u0648 \u0646\u0648\u0622\u0648\u0631\u06cc:<\/strong> \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0641\u0631\u0635\u062a\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0646\u0648\u0622\u0648\u0631\u06cc \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u0648 \u062e\u062f\u0645\u0627\u062a<\/li>\n<\/ul>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"4_%D9%85%D8%B3%D8%A6%D9%88%D9%84%DB%8C%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%A7%D8%AE%D9%84%D8%A7%D9%82%DB%8C_%D9%88_%D8%AD%DA%A9%D9%85%D8%B1%D8%A7%D9%86%DB%8C\"><\/span>4. \u0645\u0633\u0626\u0648\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u062e\u0644\u0627\u0642\u06cc \u0648 \u062d\u06a9\u0645\u0631\u0627\u0646\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p style=\"text-align: right;\">\u0631\u0648\u06cc\u0647\u200c\u0647\u0627\u06cc \u0645\u0633\u0626\u0648\u0644\u0627\u0646\u0647 \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u067e\u0630\u06cc\u0631\u0634 \u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f \u0622\u0646 \u062d\u06cc\u0627\u062a\u06cc\u200c\u0627\u0646\u062f.<\/p>\n<ul style=\"text-align: right;\">\n<li><strong>\u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u062f\u0627\u062f\u0647 \u0648 \u0627\u0646\u0637\u0628\u0627\u0642:<\/strong> \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0627\u0646\u0637\u0628\u0627\u0642 \u0628\u0627 \u0642\u0648\u0627\u0646\u06cc\u0646 \u062d\u0641\u0627\u0638\u062a \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0645\u0627\u0646\u0646\u062f GDPR\u060c HIPAA \u0648 CCPA \u0647\u0646\u06af\u0627\u0645 \u06a9\u0627\u0631 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062d\u0633\u0627\u0633<\/li>\n<li><strong>\u0633\u0648\u06af\u06cc\u0631\u06cc \u0648 \u0627\u0646\u0635\u0627\u0641:<\/strong> \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc\u060c \u0633\u0646\u062c\u0634 \u0648 \u06a9\u0627\u0647\u0634 \u0633\u0648\u06af\u06cc\u0631\u06cc \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0648 \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627\u06cc \u0645\u062f\u0644<\/li>\n<li><strong>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u0636\u06cc\u062d (XAI):<\/strong> \u0633\u0627\u062e\u062a \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0630\u06cc\u200c\u0646\u0641\u0639\u0627\u0646 \u063a\u06cc\u0631 \u0641\u0646\u06cc \u0642\u0627\u0628\u0644 \u062a\u0641\u0633\u06cc\u0631\u060c \u0634\u0641\u0627\u0641 \u0648 \u062a\u0648\u0636\u06cc\u062d\u200c\u067e\u0630\u06cc\u0631 \u0628\u0627\u0634\u0646\u062f<\/li>\n<li><strong>\u0631\u0648\u06cc\u0647\u200c\u0647\u0627\u06cc \u0645\u0633\u0626\u0648\u0644\u0627\u0646\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc:<\/strong> \u062d\u0645\u0627\u06cc\u062a \u0627\u0632 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u062e\u0644\u0627\u0642\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u0628\u0647 \u062d\u062f\u0627\u0642\u0644 \u0631\u0633\u0627\u0646\u062f\u0646 \u067e\u06cc\u0627\u0645\u062f\u0647\u0627\u06cc \u0646\u0627\u062e\u0648\u0627\u0633\u062a\u0647 \u0648 \u062a\u0636\u0645\u06cc\u0646 \u067e\u0627\u0633\u062e\u06af\u0648\u06cc\u06cc<\/li>\n<\/ul>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"5_%D9%85%D8%B3%D8%A6%D9%88%D9%84%DB%8C%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%85%D8%AF%DB%8C%D8%B1%DB%8C%D8%AA%DB%8C_%D9%88_%D8%A8%DB%8C%D9%86%E2%80%8C%D9%88%D8%B8%DB%8C%D9%81%D9%87%E2%80%8C%D8%A7%DB%8C\"><\/span>5. \u0645\u0633\u0626\u0648\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a\u06cc \u0648 \u0628\u06cc\u0646\u200c\u0648\u0638\u06cc\u0641\u0647\u200c\u0627\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p style=\"text-align: right;\">\u0628\u0627 \u0645\u0642\u06cc\u0627\u0633\u200c\u06af\u0631\u0641\u062a\u0646 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u063a\u0627\u0644\u0628\u0627\u064b \u0646\u0642\u0634\u200c\u0647\u0627\u06cc \u0631\u0647\u0628\u0631\u06cc \u0648 \u0647\u0645\u06a9\u0627\u0631\u06cc \u0631\u0627 \u0628\u0631\u0639\u0647\u062f\u0647 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f.<\/p>\n<ul style=\"text-align: right;\">\n<li><strong>\u0647\u0645\u06a9\u0627\u0631\u06cc \u0628\u0627 \u0630\u06cc\u200c\u0646\u0641\u0639\u0627\u0646:<\/strong> \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0645\u0634\u062a\u0631\u06cc\u0627\u0646\u060c \u0645\u062f\u06cc\u0631\u0627\u0646 \u0627\u0631\u0634\u062f \u0648 \u062a\u062d\u0644\u06cc\u0644\u200c\u06af\u0631\u0627\u0646 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631 \u0628\u0631\u0627\u06cc \u0647\u0645\u200c\u0633\u0648\u06cc\u06cc \u0627\u0628\u062a\u06a9\u0627\u0631\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0627 \u0627\u0647\u062f\u0627\u0641 \u0648 \u0631\u0627\u0647\u0628\u0631\u062f\u0647\u0627\u06cc \u0633\u0627\u0632\u0645\u0627\u0646\u06cc<\/li>\n<li><strong>\u0631\u0647\u0628\u0631\u06cc \u062a\u06cc\u0645:<\/strong> \u0645\u0631\u0628\u06cc\u200c\u06af\u0631\u06cc \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u062c\u0648\u0627\u0646\u060c \u06a9\u0627\u0631\u0622\u0645\u0648\u0632\u0627\u0646 \u0648 \u062a\u06cc\u0645\u200c\u0647\u0627\u06cc \u0628\u06cc\u0646\u200c\u0648\u0638\u06cc\u0641\u0647\u200c\u0627\u06cc \u062f\u0631 \u0631\u0648\u06cc\u0647\u200c\u0647\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/li>\n<li><strong>\u0627\u0634\u062a\u0631\u0627\u06a9 \u062f\u0627\u0646\u0634:<\/strong> \u0628\u0631\u06af\u0632\u0627\u0631\u06cc \u06a9\u0627\u0631\u06af\u0627\u0647\u200c\u0647\u0627 \u06cc\u0627 \u062f\u0648\u0631\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0628\u0631\u0627\u06cc \u0627\u0631\u062a\u0642\u0627\u06cc \u0633\u0648\u0627\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627<\/li>\n<li><strong>\u06af\u0632\u0627\u0631\u0634\u200c\u062f\u0647\u06cc \u0648 \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a:<\/strong> \u0627\u0631\u0627\u0626\u0647 \u0646\u062a\u0627\u06cc\u062c \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u0628\u06cc\u0646\u0634\u200c\u0647\u0627 \u0648 \u0633\u0646\u062c\u0647\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627\u060c \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627 \u0648 \u0627\u0631\u0627\u0626\u0647\u200c\u0647\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a\u06cc<\/li>\n<li><strong>\u0645\u062f\u06cc\u0631\u06cc\u062a \u067e\u0631\u0648\u0698\u0647:<\/strong> \u0646\u0638\u0627\u0631\u062a \u0628\u0631 \u0632\u0645\u0627\u0646\u200c\u0628\u0646\u062f\u06cc\u200c\u0647\u0627\u060c \u0645\u0646\u0627\u0628\u0639 \u0648 \u062a\u062d\u0648\u06cc\u0644 \u0627\u0628\u062a\u06a9\u0627\u0631\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0647\u0645\u06a9\u0627\u0631\u06cc \u0628\u0627 \u0645\u062f\u06cc\u0631\u0627\u0646 \u067e\u0631\u0648\u0698\u0647 \u0628\u0631\u0627\u06cc \u062a\u0636\u0645\u06cc\u0646 \u0627\u062c\u0631\u0627\u06cc \u0628\u06cc\u200c\u0646\u0642\u0635<\/li>\n<\/ul>\n<h2 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"%DA%86%D9%87_%D9%85%D9%87%D8%A7%D8%B1%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%AA%D8%A8%D8%AF%DB%8C%D9%84_%D8%B4%D8%AF%D9%86_%D8%A8%D9%87_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D9%84%D8%A7%D8%B2%D9%85_%D8%A7%D8%B3%D8%AA%D8%9F\"><\/span>\u0686\u0647 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0646 \u0628\u0647 \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0644\u0627\u0632\u0645 \u0627\u0633\u062a\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: center;\"><a href=\"https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/Artificial-Intelligence-1-1.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-18958 aligncenter\" src=\"https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/Artificial-Intelligence-1-1.jpg\" alt=\"\u0686\u0647 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0646 \u0628\u0647 \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0644\u0627\u0632\u0645 \u0627\u0633\u062a\u061f\" width=\"640\" height=\"400\" title=\"\" srcset=\"https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/Artificial-Intelligence-1-1.jpg 640w, https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/Artificial-Intelligence-1-1-150x94.jpg 150w, https:\/\/realrobot.ir\/wp-content\/uploads\/2025\/11\/Artificial-Intelligence-1-1-18x12.jpg 18w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/a><\/p>\n<p style=\"text-align: right;\">\u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0646 \u0628\u0647 \u06cc\u06a9<strong> \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong>\u060c \u0628\u0647 \u0628\u0646\u06cc\u0627\u0646\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc \u0642\u0648\u06cc\u060c \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0646\u0631\u0645 \u0636\u0631\u0648\u0631\u06cc \u0648 \u062a\u062e\u0635\u0635\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f \u062a\u0627 \u0631\u0627\u0647\u200c\u062d\u0644\u200c\u0647\u0627\u06cc \u0627\u062b\u0631\u06af\u0630\u0627\u0631 \u0631\u0627 \u0637\u0631\u0627\u062d\u06cc\u060c \u0645\u0633\u062a\u0642\u0631 \u0648 \u0645\u0642\u06cc\u0627\u0633\u200c\u062f\u0647\u06cc \u06a9\u0646\u06cc\u062f. \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639<strong> \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong> \u0622\u0645\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<h3 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"1_%D9%85%D9%87%D8%A7%D8%B1%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%81%D9%86%DB%8C_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C\"><\/span>1. \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"I_%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\"><\/span>I. \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul style=\"text-align: right;\">\n<li><strong>\u062a\u0633\u0644\u0637 \u0628\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646:<\/strong> \u0632\u0628\u0627\u0646 \u0627\u0635\u0644\u06cc \u0628\u0631\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\/\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/li>\n<li><strong>\u062f\u0627\u0646\u0634 R\u060c \u062c\u0627\u0648\u0627 \u06cc\u0627 C++:<\/strong> \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc<\/li>\n<li><strong>\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 SQL:<\/strong> \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0648 \u06a9\u0648\u0626\u0631\u06cc\u200c\u0647\u0627<\/li>\n<li><strong>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Git\/GitHub:<\/strong> \u0628\u0631\u0627\u06cc \u06a9\u0646\u062a\u0631\u0644 \u0646\u0633\u062e\u0647 \u0648 \u0647\u0645\u06a9\u0627\u0631\u06cc<\/li>\n<\/ul>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"II_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D9%85%D8%A7%D8%B4%DB%8C%D9%86_ML_%D9%88_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D8%B9%D9%85%DB%8C%D9%82_DL\"><\/span>II. \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 (ML) \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 (DL)<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul style=\"text-align: right;\">\n<li><strong>\u062f\u0631\u06a9 \u0627\u0646\u0648\u0627\u0639 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc:<\/strong> \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647\u060c \u0646\u0638\u0627\u0631\u062a\u200c\u0646\u0634\u062f\u0647 \u0648 \u062a\u0642\u0648\u06cc\u062a\u06cc<\/li>\n<li><strong>\u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627:<\/strong> \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc\u060c \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0648 \u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc<\/li>\n<li><strong>\u062a\u062c\u0631\u0628\u0647 \u0639\u0645\u0644\u06cc \u0628\u0627 \u0641\u0631\u06cc\u0645\u200c\u0648\u0631\u06a9\u200c\u0647\u0627:<\/strong> TensorFlow\u060c Keras \u0648 PyTorch<\/li>\n<li><strong>\u062f\u0627\u0646\u0634 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627:<\/strong> \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc (NLP) \u0648 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631<\/li>\n<\/ul>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"III_%D9%85%D8%AF%DB%8C%D8%B1%DB%8C%D8%AA_%D9%88_%D8%AA%D8%AD%D9%84%DB%8C%D9%84_%D8%AF%D8%A7%D8%AF%D9%87\"><\/span>III. \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul style=\"text-align: right;\">\n<li><strong>\u0645\u0647\u0627\u0631\u062a \u062f\u0631 \u067e\u06cc\u0634\u200c\u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u067e\u0627\u06a9\u200c\u0633\u0627\u0632\u06cc:<\/strong> \u0648 \u062a\u0628\u062f\u06cc\u0644 \u062f\u0627\u062f\u0647<\/li>\n<li><strong>\u062a\u0633\u0644\u0637 \u0628\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627:<\/strong> NumPy\u060c Pandas \u0648 Scikit-learn<\/li>\n<li><strong>\u062a\u062c\u0631\u0628\u0647 \u062f\u0631 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc:<\/strong> Matplotlib\u060c Seaborn\u060c Power BI\u060c Tableau<\/li>\n<li><strong>\u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0631 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0648 \u0628\u0644\u0627\u062f\u0631\u0646\u06af:<\/strong> \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647<\/li>\n<\/ul>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"IV_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85%E2%80%8C%D9%87%D8%A7_%D9%88_%D8%B3%D8%A7%D8%AE%D8%AA%D9%85%D8%A7%D9%86_%D8%AF%D8%A7%D8%AF%D9%87%E2%80%8C%D9%87%D8%A7\"><\/span>IV. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0648 \u0633\u0627\u062e\u062a\u0645\u0627\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul style=\"text-align: right;\">\n<li><strong>\u062f\u0631\u06a9 \u0642\u0648\u06cc:<\/strong> \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u200c\u0633\u0627\u0632\u06cc\u060c \u062c\u0633\u062a\u062c\u0648\u060c \u06af\u0631\u0627\u0641 \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc<\/li>\n<li><strong>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632:<\/strong> \u0647\u0634\u06cc\u0646\u06af\u060c \u062f\u0631\u062e\u062a\u200c\u0647\u0627 \u0648 \u0635\u0641\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644<\/li>\n<li><strong>\u062f\u0631\u06a9 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc:<\/strong> \u0628\u0631\u0627\u06cc \u0631\u0627\u0647\u200c\u062d\u0644\u200c\u0647\u0627\u06cc \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/li>\n<\/ul>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"V_%D8%B3%D8%B1%D9%88%DB%8C%D8%B3%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D9%88_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D9%85%D8%A7%D8%B4%DB%8C%D9%86\"><\/span>V. \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul style=\"text-align: right;\">\n<li><strong>\u062a\u062c\u0631\u0628\u0647 \u0628\u0627 \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc \u0627\u0628\u0631\u06cc:<\/strong> AWS SageMaker\u060c Azure AI\u060c Google AI Platform<\/li>\n<li><strong>\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 API\u0647\u0627 \u0648 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0627\u0632\u067e\u06cc\u0634\u200c\u0622\u0645\u0648\u0632\u0634\u200c\u062f\u06cc\u062f\u0647:<\/strong> \u0628\u0631\u0627\u06cc \u0646\u0645\u0648\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0633\u0631\u06cc\u0639<\/li>\n<li><strong>\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0645\u062e\u0627\u0632\u0646 \u0645\u062a\u0646\u200c\u0628\u0627\u0632:<\/strong> \u0645\u062f\u0644\u200c\u0647\u0627\u06cc Hugging Face \u0648 \u0633\u0627\u06cc\u0631 \u0645\u062e\u0627\u0632\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/li>\n<\/ul>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"VI_%D8%A7%D8%B3%D8%AA%D9%82%D8%B1%D8%A7%D8%B1_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D9%88_DevOps_MLOps\"><\/span>VI. \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 DevOps (MLOps)<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul style=\"text-align: right;\">\n<li><strong>\u062f\u0627\u0646\u0634 Docker\u060c Kubernetes \u0648 MLflow:<\/strong> \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062f\u0644<\/li>\n<li><strong>\u0645\u0647\u0627\u0631\u062a \u062f\u0631 \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646\u200c\u0647\u0627\u06cc CI\/CD:<\/strong> \u0628\u0631\u0627\u06cc \u06cc\u06a9\u067e\u0627\u0631\u0686\u06af\u06cc \u0648 \u062a\u062d\u0648\u06cc\u0644 \u067e\u06cc\u0648\u0633\u062a\u0647<\/li>\n<li><strong>\u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u067e\u0627\u06cc\u0634 \u0648 \u0628\u0627\u0632\u0622\u0645\u0648\u0632\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u0633\u062a\u0642\u0631:<\/strong> \u0628\u0631\u0627\u06cc \u062b\u0628\u0627\u062a \u0639\u0645\u0644\u06a9\u0631\u062f<\/li>\n<\/ul>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"VII_%D8%A7%D9%85%D9%86%DB%8C%D8%AA_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C\"><\/span>VII. \u0627\u0645\u0646\u06cc\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul style=\"text-align: right;\">\n<li><strong>\u062f\u0631\u06a9 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u062f\u0627\u062f\u0647 \u0648 \u0627\u0633\u062a\u062d\u06a9\u0627\u0645 \u0645\u062f\u0644:<\/strong> \u0648 \u062d\u0645\u0644\u0627\u062a \u062e\u0635\u0645\u0627\u0646\u0647<\/li>\n<li><strong>\u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646\u200c\u0647\u0627\u06cc \u0627\u0645\u0646:<\/strong> \u0628\u0631\u0627\u06cc \u0627\u0646\u0637\u0628\u0627\u0642 \u0628\u0627 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f\u0647\u0627\u06cc \u062d\u06a9\u0645\u0631\u0627\u0646\u06cc<\/li>\n<li><strong>\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0686\u0627\u0631\u0686\u0648\u0628\u200c\u0647\u0627:<\/strong> \u0628\u0631\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u062e\u0644\u0627\u0642\u06cc \u0648 \u0645\u0633\u0626\u0648\u0644\u0627\u0646\u0647<\/li>\n<\/ul>\n<h3 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"2_%D9%85%D9%87%D8%A7%D8%B1%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%BA%DB%8C%D8%B1_%D9%81%D9%86%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%85%D9%87%D9%86%D8%AF%D8%B3%D8%A7%D9%86_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C\"><\/span>2. \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u063a\u06cc\u0631 \u0641\u0646\u06cc \u0628\u0631\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"I_%D8%A7%D8%B1%D8%AA%D8%A8%D8%A7%D8%B7%D8%A7%D8%AA_%D9%88_%D9%87%D9%85%DA%A9%D8%A7%D8%B1%DB%8C\"><\/span>I. \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u0648 \u0647\u0645\u06a9\u0627\u0631\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul style=\"text-align: right;\">\n<li><strong>\u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u062a\u0648\u0636\u06cc\u062d \u0645\u0641\u0627\u0647\u06cc\u0645 \u0641\u0646\u06cc:<\/strong> \u0628\u0631\u0627\u06cc \u0630\u06cc\u200c\u0646\u0641\u0639\u0627\u0646 \u063a\u06cc\u0631 \u0641\u0646\u06cc<\/li>\n<li><strong>\u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u0648 \u0645\u0633\u062a\u0646\u062f\u0633\u0627\u0632\u06cc \u0642\u0648\u06cc<\/strong><\/li>\n<li><strong>\u0647\u0645\u06a9\u0627\u0631\u06cc \u0628\u06cc\u0646\u200c\u0648\u0638\u06cc\u0641\u0647\u200c\u0627\u06cc:<\/strong> \u0628\u0627 \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647\u060c \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0648 \u0631\u0647\u0628\u0631\u0627\u0646 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631<\/li>\n<\/ul>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"II_%D8%AD%D9%84_%D9%85%D8%B3%D8%A6%D9%84%D9%87_%D9%88_%D8%AA%D9%81%DA%A9%D8%B1_%D8%A7%D9%86%D8%AA%D9%82%D8%A7%D8%AF%DB%8C\"><\/span>II. \u062d\u0644 \u0645\u0633\u0626\u0644\u0647 \u0648 \u062a\u0641\u06a9\u0631 \u0627\u0646\u062a\u0642\u0627\u062f\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul style=\"text-align: right;\">\n<li><strong>\u0630\u0647\u0646\u06cc\u062a \u062a\u062d\u0644\u06cc\u0644\u06cc:<\/strong> \u0628\u0631\u0627\u06cc \u0639\u06cc\u0628\u200c\u06cc\u0627\u0628\u06cc \u0648 \u0628\u0647\u0628\u0648\u062f \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627<\/li>\n<li><strong>\u062e\u0644\u0627\u0642\u06cc\u062a \u062f\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc:<\/strong> \u0628\u0631\u0627\u06cc \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631<\/li>\n<li><strong>\u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0627\u06cc\u062c\u0627\u062f \u062a\u0639\u0627\u062f\u0644:<\/strong> \u0628\u06cc\u0646 \u062f\u0642\u062a\u060c \u0633\u0631\u0639\u062a \u0648 \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631\u06cc \u062f\u0631 \u0631\u0627\u0647\u200c\u062d\u0644\u200c\u0647\u0627<\/li>\n<\/ul>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"III_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D9%BE%DB%8C%D9%88%D8%B3%D8%AA%D9%87_%D9%88_%D8%B3%D8%A7%D8%B2%DA%AF%D8%A7%D8%B1%DB%8C\"><\/span>III. \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u067e\u06cc\u0648\u0633\u062a\u0647 \u0648 \u0633\u0627\u0632\u06af\u0627\u0631\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul style=\"text-align: right;\">\n<li><strong>\u0628\u0647\u200c\u0631\u0648\u0632\u0645\u0627\u0646\u062f\u0646:<\/strong> \u0628\u0627 \u062c\u062f\u06cc\u062f\u062a\u0631\u06cc\u0646 \u067e\u0698\u0648\u0647\u0634\u200c\u0647\u0627\u060c \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0648 \u0641\u0631\u06cc\u0645\u200c\u0648\u0631\u06a9\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/li>\n<li><strong>\u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631\u06cc \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0633\u0631\u06cc\u0639:<\/strong> \u0632\u0628\u0627\u0646\u200c\u0647\u0627 \u06cc\u0627 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc<\/li>\n<li><strong>\u0627\u0646\u0637\u0628\u0627\u0642 \u0628\u0627 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u062f\u0631 \u062d\u0627\u0644 \u062a\u063a\u06cc\u06cc\u0631:<\/strong> \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631 \u0648 \u0641\u0646\u0627\u0648\u0631\u06cc<\/li>\n<\/ul>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"IV_%D8%AF%D8%A7%D9%86%D8%B4_%D8%AF%D8%A7%D9%85%D9%86%D9%87%E2%80%8C%D8%A7%DB%8C\"><\/span>IV. \u062f\u0627\u0646\u0634 \u062f\u0627\u0645\u0646\u0647\u200c\u0627\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul style=\"text-align: right;\">\n<li><strong>\u062f\u0631\u06a9 \u0628\u0633\u062a\u0631 \u0635\u0646\u0639\u062a:<\/strong> \u0633\u0644\u0627\u0645\u062a\u060c \u0645\u0627\u0644\u06cc\u060c \u062e\u0631\u062f\u0647\u200c\u0641\u0631\u0648\u0634\u06cc\u060c \u062a\u0648\u0644\u06cc\u062f \u0648 \u063a\u06cc\u0631\u0647<\/li>\n<li><strong>\u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0637\u0631\u0627\u062d\u06cc \u0631\u0627\u0647\u200c\u062d\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc:<\/strong> \u0647\u0645\u200c\u0633\u0648 \u0628\u0627 \u0627\u0647\u062f\u0627\u0641 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631<\/li>\n<li><strong>\u0622\u06af\u0627\u0647\u06cc \u0627\u0632 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0645\u0642\u0631\u0631\u0627\u062a\u06cc \u0648 \u0627\u062e\u0644\u0627\u0642\u06cc:<\/strong> \u062f\u0631 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/li>\n<\/ul>\n<h3 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"3_%D9%85%D9%87%D8%A7%D8%B1%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%BE%DB%8C%D8%B4%D8%B1%D9%81%D8%AA%D9%87_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%85%D9%87%D9%86%D8%AF%D8%B3%DB%8C_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C\"><\/span>3. \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0628\u0631\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"I_%D8%B1%DB%8C%D8%A7%D8%B6%DB%8C%D8%A7%D8%AA_%D9%BE%DB%8C%D8%B4%D8%B1%D9%81%D8%AA%D9%87\"><\/span>I. \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a \u067e\u06cc\u0634\u0631\u0641\u062a\u0647<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul style=\"text-align: right;\">\n<li><strong>\u062f\u0627\u0646\u0634 \u0642\u0648\u06cc:<\/strong> \u062c\u0628\u0631 \u062e\u0637\u06cc\u060c \u062d\u0633\u0627\u0628\u0627\u0646\u060c \u0627\u062d\u062a\u0645\u0627\u0644 \u0648 \u0622\u0645\u0627\u0631<\/li>\n<li><strong>\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc:<\/strong> \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/li>\n<li><strong>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0628\u06cc\u0632\u06cc:<\/strong> \u0648 \u0645\u062f\u0644\u200c\u0633\u0627\u0632\u06cc \u0622\u0645\u0627\u0631\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647<\/li>\n<\/ul>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"II_%D9%85%D8%B9%D9%85%D8%A7%D8%B1%DB%8C%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%B4%D8%A8%DA%A9%D9%87_%D8%B9%D8%B5%D8%A8%DB%8C\"><\/span>II. \u0645\u0639\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul style=\"text-align: right;\">\n<li><strong>\u062f\u0631\u06a9 \u0639\u0645\u06cc\u0642:<\/strong> CNN\u0647\u0627\u060c RNN\u0647\u0627\u060c LSTM\u0647\u0627\u060c GAN\u0647\u0627 \u0648 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627<\/li>\n<li><strong>\u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0633\u0627\u062e\u062a \u0645\u0639\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc:<\/strong> \u0628\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641 \u062a\u062e\u0635\u0635\u06cc<\/li>\n<li><strong>\u062a\u062c\u0631\u0628\u0647 \u0639\u0645\u0644\u06cc:<\/strong> \u0628\u0627 \u0645\u06a9\u0627\u0646\u06cc\u0632\u0645\u200c\u0647\u0627\u06cc \u062a\u0648\u062c\u0647 \u0648 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0686\u0646\u062f\u0648\u062c\u0647\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/li>\n<\/ul>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"III_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D9%85%D9%88%D9%84%D8%AF_%D9%88_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D8%AA%D9%82%D9%88%DB%8C%D8%AA%DB%8C\"><\/span>III. \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0648\u0644\u062f \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul style=\"text-align: right;\">\n<li><strong>\u062a\u0633\u0644\u0637 \u0628\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u0648\u0644\u062f:<\/strong> GPT\u060c Stable Diffusion\u060c DALL\u00b7E<\/li>\n<li><strong>\u062f\u0627\u0646\u0634 \u0686\u0627\u0631\u0686\u0648\u0628\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc:<\/strong> OpenAI Gym\u060c RLlib<\/li>\n<li><strong>\u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631\u0633\u0627\u0632\u06cc\u060c \u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc\u200c\u0647\u0627 \u0648 \u0631\u0627\u0647\u200c\u062d\u0644\u200c\u0647\u0627\u06cc \u062e\u0644\u0627\u0642\u0627\u0646\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong><\/li>\n<\/ul>\n<h3 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"%DA%86%D8%B4%D9%85%E2%80%8C%D8%A7%D9%86%D8%AF%D8%A7%D8%B2_%D8%A2%DB%8C%D9%86%D8%AF%D9%87_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%85%D9%87%D9%86%D8%AF%D8%B3%D8%A7%D9%86_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C\"><\/span>\u0686\u0634\u0645\u200c\u0627\u0646\u062f\u0627\u0632 \u0622\u06cc\u0646\u062f\u0647 \u0628\u0631\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: right;\">\u0686\u0634\u0645\u200c\u0627\u0646\u062f\u0627\u0632 \u0622\u06cc\u0646\u062f\u0647 \u0628\u0631\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647\u200c\u0637\u0631\u0632 \u0686\u0634\u0645\u06af\u06cc\u0631\u06cc \u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u06a9\u0646\u0646\u062f\u0647 \u0627\u0633\u062a \u0648 \u062a\u0642\u0627\u0636\u0627 \u062f\u0631 \u0633\u0631\u0627\u0633\u0631 \u0635\u0646\u0627\u06cc\u0639 \u062c\u0647\u0627\u0646 \u062f\u0631 \u062d\u0627\u0644 \u0634\u062a\u0627\u0628 \u06af\u0631\u0641\u062a\u0646 \u0627\u0633\u062a. \u0637\u0628\u0642 \u06af\u0641\u062a\u0647 Veritone\u060c \u062f\u0631 \u0633\u0647\u200c\u0645\u0627\u0647\u0647 \u0627\u0648\u0644 2025\u060c \u0627\u06cc\u0627\u0644\u0627\u062a \u0645\u062a\u062d\u062f\u0647 35,445 \u0645\u0648\u0642\u0639\u06cc\u062a \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0634\u0627\u0647\u062f \u0628\u0648\u062f \u06a9\u0647 \u0646\u0633\u0628\u062a \u0628\u0647 \u0633\u0647\u200c\u0645\u0627\u0647\u0647 \u0627\u0648\u0644 2024\u060c 25.2% \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0627\u0634\u062a. \u0646\u0642\u0634<strong> \u00ab\u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u00bb<\/strong> \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631\u06cc\u0646 \u062c\u0627\u06cc\u06af\u0627\u0647 \u062f\u0631 \u062d\u0627\u0644 \u0631\u0634\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 41.8% \u0633\u0627\u0644\u200c\u0628\u0647\u200c\u0633\u0627\u0644 \u0634\u0646\u0627\u062e\u062a\u0647 \u0634\u062f. \u0627\u06cc\u0646 \u0631\u0648\u0646\u062f \u0628\u0627\u0632\u062a\u0627\u0628\u06cc \u0627\u0632 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062c\u0647\u0627\u0646\u06cc \u0627\u0633\u062a\u060c \u0632\u06cc\u0631\u0627 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627 \u0628\u0647\u200c\u0637\u0648\u0631 \u0641\u0632\u0627\u06cc\u0646\u062f\u0647\u200c\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u062f\u0631 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631 \u0627\u062f\u063a\u0627\u0645 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 \u0631\u0648\u06cc \u0627\u0633\u062a\u0639\u062f\u0627\u062f\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n<p style=\"text-align: right;\">\u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u0634\u0631\u06a9\u062a\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0647\u0645\u0686\u0646\u0627\u0646 \u0631\u0648 \u0628\u0647 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0627\u0633\u062a\u061b \u06cc\u06a9 \u0646\u0638\u0631\u0633\u0646\u062c\u06cc \u0627\u0632 McKinsey \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 92% \u0627\u0632 \u0645\u062f\u06cc\u0631\u0627\u0646 \u0627\u062c\u0631\u0627\u06cc\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u062f\u0627\u0631\u0646\u062f \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0637\u06cc \u0633\u0647 \u0633\u0627\u0644 \u0622\u06cc\u0646\u062f\u0647 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u0646\u062f\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc\u200c\u06a9\u0647 \u0628\u06cc\u0634 \u0627\u0632 \u0646\u06cc\u0645\u06cc \u0627\u0646\u062a\u0638\u0627\u0631 \u062f\u0627\u0631\u0646\u062f \u0628\u0648\u062f\u062c\u0647\u200c\u0647\u0627 \u0631\u0627 \u062d\u062f\u0627\u0642\u0644 10% \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u0646\u062f.<\/p>\n<p style=\"text-align: right;\">\u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0647\u0627\u06cc \u0628\u0627\u0632\u0627\u0631 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u06a9\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062a\u0627 \u0633\u0627\u0644 2030 \u062a\u0627 19.9 \u062a\u0631\u06cc\u0644\u06cc\u0648\u0646 \u062f\u0644\u0627\u0631 \u0628\u0647 \u0627\u0642\u062a\u0635\u0627\u062f \u062c\u0647\u0627\u0646\u06cc \u06a9\u0645\u06a9 \u06a9\u0646\u062f\u061b \u0645\u062d\u0631\u06a9 \u0627\u06cc\u0646 \u0631\u0634\u062f\u060c \u0628\u0647\u0631\u0647\u200c\u0648\u0631\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634\u200c\u06cc\u0627\u0641\u062a\u0647\u060c \u062e\u0648\u062f\u06a9\u0627\u0631\u0633\u0627\u0632\u06cc \u0648 \u0638\u0647\u0648\u0631 \u0639\u0645\u0648\u062f\u06cc\u200c\u0647\u0627\u06cc \u0635\u0646\u0639\u062a\u06cc \u062c\u062f\u06cc\u062f \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u0631\u0642\u0627\u0645 \u0647\u0645 \u062a\u0642\u0627\u0636\u0627\u06cc \u0641\u0648\u0631\u06cc \u0648 \u0647\u0645 \u067e\u0627\u06cc\u062f\u0627\u0631\u06cc \u0628\u0644\u0646\u062f\u0645\u062f\u062a \u0645\u0633\u06cc\u0631\u0647\u0627\u06cc \u0634\u063a\u0644\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0631\u062c\u0633\u062a\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n<p style=\"text-align: right;\">\u0686\u0634\u0645\u200c\u0627\u0646\u062f\u0627\u0632 \u0628\u0631\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647\u200c\u0634\u062f\u062a \u0645\u062b\u0628\u062a \u0628\u0627\u0642\u06cc \u0645\u06cc\u200c\u0645\u0627\u0646\u062f. \u0631\u0647\u0628\u0631\u0627\u0646 \u0635\u0646\u0639\u062a\u060c \u0645\u0627\u0646\u0646\u062f \u06af\u0648\u06af\u0644\u060c \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u00ab\u0634\u062a\u0627\u0628\u200c\u062f\u0647\u0646\u062f\u0647 \u0628\u0647\u0631\u0647\u200c\u0648\u0631\u06cc\u00bb \u0628\u0631\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u062a\u0648\u0635\u06cc\u0641 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u061b \u0627\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc \u0628\u0647 \u062d\u0631\u0641\u0647\u200c\u0627\u06cc\u200c\u0647\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0627\u0631\u0647\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0627 \u062f\u0631 \u0632\u0645\u0627\u0646 \u06a9\u0645\u062a\u0631 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u0646\u062f\u060c \u0646\u0647 \u0627\u06cc\u0646\u06a9\u0647 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647\u200c\u0637\u0648\u0631 \u06a9\u0627\u0645\u0644 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0646\u062f.<\/p>\n<h3 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"%D8%A2%D8%A8%D9%86%D8%AF%D9%87_%D8%B4%D8%BA%D9%84%DB%8C_%D9%88_%D8%AF%D8%B1%D8%A2%D9%85%D8%AF_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%DA%86%D9%82%D8%AF%D8%B1_%D8%A7%D8%B3%D8%AA%D8%9F\"><\/span>\u0622\u0628\u0646\u062f\u0647 \u0634\u063a\u0644\u06cc \u0648 \u062f\u0631\u0622\u0645\u062f \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0686\u0642\u062f\u0631 \u0627\u0633\u062a\u061f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: right;\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u062d\u0627\u0644 \u0628\u0627\u0632\u0622\u0641\u0631\u06cc\u0646\u06cc \u0635\u0646\u0627\u06cc\u0639 \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u062c\u0647\u0627\u0646\u06cc \u0627\u0633\u062a \u0648 \u062a\u0642\u0627\u0636\u0627 \u0628\u0631\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0645\u0627\u0647\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0647\u200c\u0634\u062f\u062a \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f. 78% \u0627\u0632 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627\u06cc \u062c\u0647\u0627\u0646\u06cc \u0627\u06a9\u0646\u0648\u0646 \u062f\u0631 \u062d\u062f\u0627\u0642\u0644 \u06cc\u06a9 \u0639\u0645\u0644\u06a9\u0631\u062f \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u06cc \u0627\u0632 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u060c \u06a9\u0647 \u0646\u0633\u0628\u062a \u0628\u0647 \u0633\u0627\u0644 \u06af\u0630\u0634\u062a\u0647 55% \u0627\u0641\u0632\u0627\u06cc\u0634 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a.<\/p>\n<blockquote><p><strong> \u0622\u06af\u0647\u06cc\u200c\u0647\u0627\u06cc \u0634\u063a\u0644\u06cc \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0627\u06cc\u0627\u0644\u0627\u062a \u0645\u062a\u062d\u062f\u0647 \u062f\u0631 \u0633\u0647\u200c \u0645\u0627\u0647\u0647 \u0627\u0648\u0644 2025 \u0646\u0633\u0628\u062a \u0628\u0647 \u0633\u0647\u200c\u0645\u0627\u0647\u0647 \u0627\u0648\u0644 2024\u060c 25.2% \u0631\u0634\u062f \u062f\u0627\u0634\u062a\u0647\u200c \u0648 \u062d\u0642\u0648\u0642 \u0645\u06cc\u0627\u0646\u0647 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0646\u0642\u0634\u200c\u0647\u0627 \u0628\u0647<span style=\"color: #ff0000;\"> 156,998\u062f\u0644\u0627\u0631<\/span> \u0631\u0633\u06cc\u062f\u0647 \u0627\u0633\u062a.<\/strong><\/p><\/blockquote>\n<h3 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"%D9%BE%D8%B1%D8%B3%D8%B4%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%85%D8%AA%D8%AF%D8%A7%D9%88%D9%84\"><\/span>common questions<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"1_%D8%A2%DB%8C%D8%A7_%D9%85%D9%87%D9%86%D8%AF%D8%B3%DB%8C_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%B4%D8%BA%D9%84_%D8%AE%D9%88%D8%A8%DB%8C_%D8%A7%D8%B3%D8%AA%D8%9F\"><\/span>1. \u0622\u06cc\u0627 \u0645\u0647\u0646\u062f\u0633\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0634\u063a\u0644 \u062e\u0648\u0628\u06cc \u0627\u0633\u062a\u061f<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p style=\"text-align: right;\">\u0628\u0644\u0647\u060c \u0645\u0647\u0646\u062f\u0633\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631\u06cc\u0646 \u0645\u0633\u06cc\u0631\u0647\u0627\u06cc \u0634\u063a\u0644\u06cc \u062f\u0631 \u062d\u0627\u0644 \u0631\u0634\u062f \u0627\u0633\u062a \u06a9\u0647 \u062a\u0642\u0627\u0636\u0627\u06cc \u0628\u0627\u0644\u0627\u060c \u062f\u0633\u062a\u0645\u0632\u062f\u0647\u0627\u06cc \u062c\u0630\u0627\u0628 \u0648 \u0641\u0631\u0635\u062a\u200c\u0647\u0627 \u062f\u0631 \u0635\u0646\u0627\u06cc\u0639 \u0645\u062e\u062a\u0644\u0641 \u0627\u0632 \u062c\u0645\u0644\u0647 \u0633\u0644\u0627\u0645\u062a\u060c \u0645\u0627\u0644\u06cc\u060c \u062e\u0631\u062f\u0647\u200c\u0641\u0631\u0648\u0634\u06cc \u0648 \u0641\u0646\u0627\u0648\u0631\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0628\u0627 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0627\u0641\u0632\u0648\u062f\u0646 \u062a\u0631\u06cc\u0644\u06cc\u0648\u0646\u200c\u0647\u0627 \u062f\u0644\u0627\u0631 \u062a\u0648\u0633\u0637 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647 \u0627\u0642\u062a\u0635\u0627\u062f \u062c\u0647\u0627\u0646\u06cc\u060c \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0645\u0627\u0647\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0646\u062a\u0638\u0627\u0631 \u0631\u0634\u062f \u0628\u0644\u0646\u062f\u0645\u062f\u062a \u0642\u0648\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f.<\/p>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"2_%D8%A2%DB%8C%D8%A7_%D9%85%D9%87%D9%86%D8%AF%D8%B3%DB%8C_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%B3%D8%AE%D8%AA_%D8%A7%D8%B3%D8%AA%D8%9F\"><\/span>2. \u0622\u06cc\u0627 \u0645\u0647\u0646\u062f\u0633\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0633\u062e\u062a \u0627\u0633\u062a\u061f<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p style=\"text-align: right;\">\u0645\u0647\u0646\u062f\u0633\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0686\u0627\u0644\u0634\u200c\u0628\u0631\u0627\u0646\u06af\u06cc\u0632 \u0628\u0627\u0634\u062f \u0632\u06cc\u0631\u0627 \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc\u060c \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a \u0648 \u062d\u0644 \u0645\u0633\u0626\u0644\u0647 \u0627\u0633\u062a. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0633\u0627\u062e\u062a\u0627\u0631\u0645\u0646\u062f\u060c \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0648 \u062a\u0645\u0631\u06cc\u0646 \u0645\u062f\u0627\u0648\u0645\u060c \u0642\u0627\u0628\u0644 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u06cc\u200c\u0634\u0648\u062f. \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u0646\u062f\u06af\u0627\u0646 \u0628\u0627 \u0646\u0642\u0634\u0647\u200c\u0631\u0627\u0647 \u062f\u0631\u0633\u062a \u0628\u0647\u200c\u0637\u0648\u0631 \u0645\u0648\u0641\u0642\u06cc\u062a\u200c\u0622\u0645\u06cc\u0632 \u06af\u0630\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"3_%DA%86%D9%82%D8%AF%D8%B1_%D8%B7%D9%88%D9%84_%D9%85%DB%8C%E2%80%8C%DA%A9%D8%B4%D8%AF_%D8%AA%D8%A7_%D8%A8%D9%87_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%AA%D8%A8%D8%AF%DB%8C%D9%84_%D8%B4%D9%88%DB%8C%D9%85%D8%9F\"><\/span>3. \u0686\u0642\u062f\u0631 \u0637\u0648\u0644 \u0645\u06cc\u200c\u06a9\u0634\u062f \u062a\u0627 \u0628\u0647 \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0634\u0648\u06cc\u0645\u061f<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p style=\"text-align: right;\">\u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0627 \u062f\u0648\u0631\u0647\u200c\u0647\u0627\u06cc \u0622\u0646\u0644\u0627\u06cc\u0646 \u06cc\u0627 \u0628\u0648\u062a\u200c\u06a9\u0645\u067e\u200c\u0647\u0627\u06cc \u0645\u062a\u0645\u0631\u06a9\u0632\u060c 1 \u062a\u0627 2 \u0633\u0627\u0644 \u0637\u0648\u0644 \u0645\u06cc\u200c\u06a9\u0634\u062f\u060c \u06cc\u0627 \u0628\u0627 \u0645\u062f\u0631\u06a9 \u06a9\u0627\u0631\u0634\u0646\u0627\u0633\u06cc 4 \u0633\u0627\u0644. \u0627\u0641\u0632\u0648\u062f\u0646 \u0645\u062f\u0631\u06a9 \u06a9\u0627\u0631\u0634\u0646\u0627\u0633\u06cc \u0627\u0631\u0634\u062f \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u06cc\u0646 \u0645\u062f\u062a \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u062f. \u0632\u0645\u0627\u0646\u200c\u0628\u0646\u062f\u06cc \u0628\u0647 \u067e\u06cc\u0634\u06cc\u0646\u0647 \u0634\u0645\u0627\u060c \u0633\u0631\u0639\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0648 \u062a\u0639\u0647\u062f \u0628\u0647 \u0633\u0627\u062e\u062a \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627 \u0648 \u06a9\u0633\u0628 \u062a\u062c\u0631\u0628\u0647 \u0648\u0627\u0642\u0639\u06cc \u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u062f.<\/p>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"4_%DA%86%D9%87_%D8%B5%D9%84%D8%A7%D8%AD%DB%8C%D8%AA%E2%80%8C%D9%87%D8%A7%DB%8C%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%AA%D8%A8%D8%AF%DB%8C%D9%84_%D8%B4%D8%AF%D9%86_%D8%A8%D9%87_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D9%84%D8%A7%D8%B2%D9%85_%D8%A7%D8%B3%D8%AA%D8%9F\"><\/span>4. \u0686\u0647 \u0635\u0644\u0627\u062d\u06cc\u062a\u200c\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0646 \u0628\u0647 \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0644\u0627\u0632\u0645 \u0627\u0633\u062a\u061f<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p style=\"text-align: right;\">\u0645\u062f\u0631\u06a9 \u06a9\u0627\u0631\u0634\u0646\u0627\u0633\u06cc \u062f\u0631 \u0639\u0644\u0648\u0645 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u060c \u0639\u0644\u0645 \u062f\u0627\u062f\u0647\u060c \u0641\u0646\u0627\u0648\u0631\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06cc\u0627 \u0631\u0634\u062a\u0647\u200c\u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u0631\u0627\u06cc\u062c \u0627\u0633\u062a. \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0636\u0631\u0648\u0631\u06cc \u0634\u0627\u0645\u0644 \u067e\u0627\u06cc\u062a\u0648\u0646\u060c ML\/DL\u060c \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a \u0648 \u0641\u0631\u06cc\u0645\u200c\u0648\u0631\u06a9\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a. \u06af\u0648\u0627\u0647\u06cc\u0646\u0627\u0645\u0647\u200c\u0647\u0627 \u062f\u0631 \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0627\u0628\u0631\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0686\u0634\u0645\u200c\u0627\u0646\u062f\u0627\u0632\u0647\u0627\u06cc \u0634\u063a\u0644\u06cc \u0648 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u200c\u067e\u0630\u06cc\u0631\u06cc \u0631\u0627 \u062a\u0642\u0648\u06cc\u062a \u06a9\u0646\u0646\u062f.<\/p>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"5_%D8%A2%DB%8C%D8%A7_%D8%A8%D8%AF%D9%88%D9%86_%D9%85%D8%AF%D8%B1%DA%A9_%D8%B9%D9%84%D9%88%D9%85_%DA%A9%D8%A7%D9%85%D9%BE%DB%8C%D9%88%D8%AA%D8%B1_%D9%85%DB%8C%E2%80%8C%D8%AA%D9%88%D8%A7%D9%86_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%B4%D8%AF%D8%9F\"><\/span>5. \u0622\u06cc\u0627 \u0628\u062f\u0648\u0646 \u0645\u062f\u0631\u06a9 \u0639\u0644\u0648\u0645 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0634\u062f\u061f<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p style=\"text-align: right;\">\u0628\u0644\u0647\u060c \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0632 \u0632\u0645\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a\u060c \u0641\u06cc\u0632\u06cc\u06a9 \u06cc\u0627 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631 \u0645\u06cc\u200c\u0622\u06cc\u0646\u062f. \u0622\u0646\u0686\u0647 \u0628\u06cc\u0634 \u0627\u0632 \u0647\u0645\u0647 \u0627\u0647\u0645\u06cc\u062a \u062f\u0627\u0631\u062f\u060c \u062a\u0648\u0627\u0646\u0645\u0646\u062f\u06cc \u0641\u0646\u06cc \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646\u060c ML\/DL \u0648 \u062d\u0644 \u0645\u0633\u0626\u0644\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062f\u0648\u0631\u0647\u200c\u0647\u0627\u06cc \u0622\u0646\u0644\u0627\u06cc\u0646\u060c \u06af\u0648\u0627\u0647\u06cc\u0646\u0627\u0645\u0647\u200c\u0647\u0627 \u0648 \u06a9\u0627\u0631 \u0631\u0648\u06cc \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627 \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f.<\/p>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"6_%DA%86%DA%AF%D9%88%D9%86%D9%87_%D9%88%D8%A7%D8%B1%D8%AF_%D8%AD%D9%88%D8%B2%D9%87_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%B4%D9%88%DB%8C%D9%85%D8%9F\"><\/span>6. \u0686\u06af\u0648\u0646\u0647 \u0648\u0627\u0631\u062f \u062d\u0648\u0632\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0634\u0648\u06cc\u0645\u061f<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p style=\"text-align: right;\">\u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646\u060c \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a \u0628\u0631\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0645\u0628\u0627\u0646\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f. \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0628\u0633\u0627\u0632\u06cc\u062f\u060c \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u067e\u0648\u0631\u062a\u0641\u0648\u0644\u06cc\u0648 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0647\u06cc\u062f \u0648 \u0628\u0631\u0627\u06cc \u0627\u0631\u062a\u0642\u0627\u06cc \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u060c \u06af\u0648\u0627\u0647\u06cc\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f. \u0634\u0628\u06a9\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0631 \u0644\u06cc\u0646\u06a9\u062f\u06cc\u0646\u060c \u0634\u0631\u06a9\u062a \u062f\u0631 \u0631\u0642\u0627\u0628\u062a\u200c\u0647\u0627\u06cc Kaggle \u0648 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u0627\u0631\u0622\u0645\u0648\u0632\u06cc \u0628\u0647 \u06a9\u0633\u0628 \u062a\u062c\u0631\u0628\u0647 \u0648\u0627\u0642\u0639\u06cc \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"7_%D8%AA%D9%81%D8%A7%D9%88%D8%AA_%D8%A8%DB%8C%D9%86_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C%D8%8C_%D8%AF%D8%A7%D9%86%D8%B4%D9%85%D9%86%D8%AF_%D8%AF%D8%A7%D8%AF%D9%87_%D9%88_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D9%85%D8%A7%D8%B4%DB%8C%D9%86_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span>7. \u062a\u0641\u0627\u0648\u062a \u0628\u06cc\u0646 \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u062f\u0627\u0646\u0634\u0645\u0646\u062f \u062f\u0627\u062f\u0647 \u0648 \u0645\u0647\u0646\u062f\u0633 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0686\u06cc\u0633\u062a\u061f<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul style=\"text-align: right;\">\n<li><strong>\u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc:<\/strong> \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627 \u0648 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f \u0648 \u0645\u0633\u062a\u0642\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/li>\n<li><strong>\u062f\u0627\u0646\u0634\u0645\u0646\u062f \u062f\u0627\u062f\u0647:<\/strong> \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0628\u06cc\u0646\u0634 \u062a\u062d\u0644\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0645\u062f\u0644 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0627\u0645\u0627 \u06a9\u0645\u062a\u0631 \u0628\u0631 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u062f.<\/li>\n<li><strong>\u0645\u0647\u0646\u062f\u0633 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646:<\/strong> \u062f\u0631 \u0637\u0631\u0627\u062d\u06cc\u060c \u0622\u0645\u0648\u0632\u0634 \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u062a\u062e\u0635\u0635 \u062f\u0627\u0631\u062f.<\/li>\n<\/ul>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"8_%DA%A9%D8%AF%D8%A7%D9%85_%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%A8%DB%8C%D8%B4%D8%AA%D8%B1%DB%8C%D9%86_%D8%AA%D9%82%D8%A7%D8%B6%D8%A7_%D8%B1%D8%A7_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%85%D9%87%D9%86%D8%AF%D8%B3%D8%A7%D9%86_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%AF%D8%A7%D8%B1%D9%86%D8%AF%D8%9F\"><\/span>8. \u06a9\u062f\u0627\u0645 \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u062a\u0642\u0627\u0636\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0627\u0631\u0646\u062f\u061f<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p style=\"text-align: right;\">\u067e\u0627\u06cc\u062a\u0648\u0646 \u067e\u0631\u062a\u0642\u0627\u0636\u0627\u062a\u0631\u06cc\u0646 \u0627\u0633\u062a\u061b \u067e\u0633 \u0627\u0632 \u0622\u0646 R (\u0628\u0631\u0627\u06cc \u0622\u0645\u0627\u0631)\u060c \u062c\u0627\u0648\u0627 (\u0628\u0631\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0633\u0627\u0632\u0645\u0627\u0646\u06cc)\u060c C++ (\u0628\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641 \u0628\u0627 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0627\u0644\u0627 \u0645\u0627\u0646\u0646\u062f \u0631\u0628\u0627\u062a\u06cc\u06a9) \u0648 SQL (\u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u062f\u0627\u062f\u0647). \u062f\u0627\u0646\u0634 \u0641\u0631\u06cc\u0645\u200c\u0648\u0631\u06a9\u200c\u0647\u0627 (TensorFlow\u060c PyTorch) \u0628\u0647 \u0647\u0645\u0627\u0646 \u0627\u0646\u062f\u0627\u0632\u0647 \u0645\u0647\u0645 \u0627\u0633\u062a.<\/p>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"9_%D9%86%D9%85%D9%88%D9%86%D9%87%E2%80%8C_%D9%BE%D8%B1%D9%88%DA%98%D9%87_%D9%87%D8%A7%DB%8C_%D9%BE%D8%B1%D8%AA%D9%82%D8%A7%D8%B6%D8%A7%DB%8C_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C\"><\/span>9. \u0646\u0645\u0648\u0646\u0647\u200c \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u067e\u0631\u062a\u0642\u0627\u0636\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul style=\"text-align: right;\">\n<li><strong>\u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u062e\u062f\u0645\u0627\u062a \u0645\u0634\u062a\u0631\u06cc<\/strong><\/li>\n<li><strong>\u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631<\/strong> (\u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u06cc\u0627 \u0627\u0634\u06cc\u0627)<\/li>\n<li><strong>\u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc<\/strong><\/li>\n<li><strong>\u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u0648\u0635\u06cc\u0647\u200c\u06af\u0631 \u0628\u0631\u0627\u06cc \u062a\u062c\u0627\u0631\u062a \u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc\u06a9<\/strong><\/li>\n<li><strong>\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0628\u0631\u0627\u06cc \u0641\u0631\u0648\u0634\u060c \u0633\u0644\u0627\u0645\u062a \u06cc\u0627 \u0645\u0627\u0644\u06cc<\/strong><\/li>\n<\/ul>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"10_%D9%85%D9%84%D8%A7%D8%AD%D8%B8%D8%A7%D8%AA_%D8%A7%D8%AE%D9%84%D8%A7%D9%82%DB%8C_%D9%85%D9%87%D9%86%D8%AF%D8%B3%DB%8C_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span>10. \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u062e\u0644\u0627\u0642\u06cc \u0645\u0647\u0646\u062f\u0633\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0686\u06cc\u0633\u062a\u061f<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p style=\"text-align: right;\">\u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0627\u06cc\u062f \u0627\u0646\u0635\u0627\u0641 \u0631\u0627 \u062a\u0636\u0645\u06cc\u0646 \u06a9\u0646\u0646\u062f\u060c \u0627\u0632 \u0633\u0648\u06af\u06cc\u0631\u06cc \u062f\u0648\u0631\u06cc \u06a9\u0646\u0646\u062f\u060c \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u062f\u0627\u062f\u0647 \u0631\u0627 \u062d\u0641\u0638 \u06a9\u0646\u0646\u062f \u0648 \u0645\u062f\u0644\u200c\u0647\u0627 \u0631\u0627 \u0634\u0641\u0627\u0641 \u0648 \u062a\u0648\u0636\u06cc\u062d\u200c\u067e\u0630\u06cc\u0631 \u0633\u0627\u0632\u0646\u062f. \u067e\u06cc\u0631\u0648\u06cc \u0627\u0632 \u0645\u0642\u0631\u0631\u0627\u062a (\u0645\u0627\u0646\u0646\u062f GDPR) \u0648 \u062a\u0631\u0648\u06cc\u062c \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u0633\u0626\u0648\u0644\u0627\u0646\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0627\u0639\u062a\u0645\u0627\u062f \u06a9\u0644\u06cc\u062f\u06cc \u0627\u0633\u062a.<\/p>\n<h4 style=\"text-align: right;\"><span class=\"ez-toc-section\" id=\"11_%DA%86%DA%AF%D9%88%D9%86%D9%87_%D8%A8%D8%B9%D8%AF_%D8%A7%D8%B2_%D8%AF%D9%88%D8%A7%D8%B2%D8%AF%D9%87%D9%85_%D8%A8%D9%87_%D9%85%D9%87%D9%86%D8%AF%D8%B3_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%AA%D8%A8%D8%AF%DB%8C%D9%84_%D8%B4%D9%88%DB%8C%D9%85%D8%9F\"><\/span>11. \u0686\u06af\u0648\u0646\u0647 \u0628\u0639\u062f \u0627\u0632 \u062f\u0648\u0627\u0632\u062f\u0647\u0645 \u0628\u0647 \u0645\u0647\u0646\u062f\u0633 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0634\u0648\u06cc\u0645\u061f<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p style=\"text-align: right;\">\u06cc\u06a9 \u0645\u062f\u0631\u06a9 \u06a9\u0627\u0631\u0634\u0646\u0627\u0633\u06cc \u062f\u0631 \u0639\u0644\u0648\u0645 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u060c \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \u06cc\u0627 \u0641\u0646\u0627\u0648\u0631\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f. \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u0645\u0628\u0627\u0646\u06cc \u0631\u06cc\u0627\u0636\u06cc \u0631\u0627 \u0627\u0632 \u0647\u0645\u0627\u0646 \u0627\u0628\u062a\u062f\u0627 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f. \u062f\u0648\u0631\u0647\u200c\u0647\u0627\u06cc \u0631\u0627\u06cc\u06af\u0627\u0646 \u06cc\u0627 \u067e\u0648\u0644\u06cc<strong> \u0647\u0648\u0634 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