{"id":9356,"date":"2024-05-22T08:00:13","date_gmt":"2024-05-22T04:30:13","guid":{"rendered":"https:\/\/hamrah.academy\/blog\/?p=9356"},"modified":"2026-06-15T20:48:55","modified_gmt":"2026-06-15T17:18:55","slug":"artificial-intelligence-in-trade","status":"publish","type":"post","link":"https:\/\/hamrah.academy\/blog\/artificial-intelligence-in-trade\/","title":{"rendered":"\u0686\u06af\u0648\u0646\u0647 \u0627\u0632 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u062a\u0631\u06cc\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645\u061f"},"content":{"rendered":"<\/p>\n<p>\t\t\t\/*! elementor &#8211; v3.19.0 &#8211; 29-01-2024 *\/<br 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\u0628\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u0628\u0627\u0632\u0627\u0631 \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0646\u0646\u062f\u060c \u0627\u0644\u06af\u0648\u0647\u0627 \u0631\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u0646\u062f \u0648 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0647\u0627\u06cc\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u0646\u062f.<\/p>\n<p>\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0645\u0639\u0627\u0645\u0644\u0647\u200c\u06af\u0631\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u0642\u0627\u0628\u0644\u06cc\u062a \u062e\u0648\u062f\u06a9\u0627\u0631\u0633\u0627\u0632\u06cc \u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0628\u0647\u0631\u0647 \u0628\u0628\u0631\u0646\u062f. \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0645\u0639\u0627\u0645\u0644\u0627\u062a\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u0633\u0631\u0639\u062a \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f\u06cc \u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0631\u0627 \u0628\u06cc\u0634\u062a\u0631 \u06a9\u0631\u062f\u0647 \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u062e\u0637\u0627\u0647\u0627\u06cc \u0627\u0646\u0633\u0627\u0646\u06cc \u0631\u0627 \u06a9\u0627\u0647\u0634 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0634\u0627\u0646\u0633 \u0645\u0648\u0641\u0642\u06cc\u062a \u062a\u0631\u06cc\u062f\u0631\u0647\u0627 \u062f\u0631 \u0628\u0627\u0632\u0627\u0631 \u0641\u0627\u0631\u06a9\u0633 \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n\t<div class=\"abc-course-card abc-course-card--horizontal-default\" data-course-url=\"https:\/\/hamrah.academy\/course\/1017\" data-course-id=\"1017\" data-course-title=\"\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0627\u06cc\u062f\u0647\u200c\u0647\u0627\u06cc \u06a9\u0633\u0628\u200c\u0648\u200c\u06a9\u0627\u0631\">\n\t\t<div class=\"abc-course-card__image-wrap\">\n\t\t\t\t\t\t\t<img decoding=\"async\" class=\"abc-course-card__image\" src=\"https:\/\/asset.hamrah.academy\/filebrowser\/api\/public\/dl\/rduX5NiG\/minio\/dc5a25a5-7db2-4f51-9716-dec5669a5799Artificial%20intelligence%20copy%2015.webp\" alt=\"\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0627\u06cc\u062f\u0647\u200c\u0647\u0627\u06cc \u06a9\u0633\u0628\u200c\u0648\u200c\u06a9\u0627\u0631\">\n\t\t\t\t\t<\/div>\n\t\t<div class=\"abc-course-card__body\">\n\t\t\t\t\t\t\t<div class=\"abc-course-card__meta-row\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"abc-course-card__teacher\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"abc-course-card__teacher-avatar\" src=\"https:\/\/core-storage.hamrah.academy\/academy\/267522ca-420a-4dce-8edd-b2fd424d834b.webp\" alt=\"\u0633\u06cc\u062f \u0645\u0647\u062f\u06cc \u062e\u0644\u06cc\u0642 \u0631\u0636\u0648\u06cc\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>\u0633\u06cc\u062f \u0645\u0647\u062f\u06cc \u062e\u0644\u06cc\u0642 \u0631\u0636\u0648\u06cc<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<span class=\"abc-course-card__category\" style=\"background-color:#72BBC4\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<span class=\"abc-course-card__title \">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0627\u06cc\u062f\u0647\u200c\u0647\u0627\u06cc \u06a9\u0633\u0628\u200c\u0648\u200c\u06a9\u0627\u0631<\/span>\n\t\t\t<div class=\"abc-course-card__meta-row\">\n\t\t\t\t<span>\n    <img decoding=\"async\" class=\"abc-course-card__icon\" src=\"http:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-19.svg\" alt=\"\">\n    \n    <span class=\"abc-course-card__rating-score\">\n        \u06f3,\u06f0    <\/span>\n\n     (\u06f4\u06f5\u06f0 \u0631\u0627\u06cc)<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span><img decoding=\"async\" class=\"abc-course-card__icon\" src=\"http:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-18.svg\" alt=\"\"> 2871 \u0646\u0641\u0631<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span><img decoding=\"async\" class=\"abc-course-card__icon\" src=\"http:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-16.svg\" alt=\"\"> 170 \u0633\u0627\u0639\u062a \u0648 \u06f1\u06f1 \u062f\u0642\u06cc\u0642\u0647<\/span>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"abc-course-card__divider\" role=\"separator\" aria-hidden=\"true\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"abc-course-card__price-row\">\n\t\t\t\t\t\t\t\t<div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"abc-course-card__price\">\u06f3\u06f5\u06f0,\u06f0\u06f0\u06f0 \u062a\u0648\u0645\u0627\u0646<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<button type=\"button\" class=\"abc-course-card__more-btn\" data-course-action=\"more\">\u0628\u06cc\u0634\u062a\u0631<\/button>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t\n<h2>\u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u062a\u0631\u06cc\u062f\u06cc\u0646\u06af<\/h2>\n<p>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI) \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0648 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u0631\u0627\u06cc\u0627\u0646\u0647\u200c\u0627\u06cc \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647\u200c\u0648\u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0627\u0632\u0627\u0631 \u0648 \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0627\u0644\u06af\u0648\u0647\u0627 \u0648 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u0628\u0627\u0632\u0627\u0631 \u0627\u0632 <a href=\"https:\/\/hamrah.academy\/blog\/machine-learning\/\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a>\u060c <a href=\"https:\/\/hamrah.academy\/blog\/natural-language-processing\/\">\u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc<\/a>\u060c \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0648 \u0633\u0627\u06cc\u0631 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\u062a\u062c\u0632\u06cc\u0647\u200c\u0648\u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0627\u0632\u0627\u0631 \u0648 \u0627\u0631\u0627\u0626\u0647 \u0633\u06cc\u06af\u0646\u0627\u0644\u200c\u0647\u0627\u06cc \u0645\u0639\u0627\u0645\u0644\u0627\u062a\u06cc \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0627\u0646\u062f\u06cc\u06a9\u0627\u062a\u0648\u0631 KNN \u062c\u0632\u0648 \u0627\u0646\u062f\u06cc\u06a9\u0627\u062a\u0648\u0631\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u062a\u0631\u06cc\u062f\u06cc\u0646\u06af \u0648\u06cc\u0648 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u0631\u0648\u0634 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 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\u0628\u0644\u0646\u062f\u0645\u062f\u062a \u0639\u0645\u0644\u06a9\u0631\u062f \u062e\u0648\u0628\u06cc \u0646\u062f\u0627\u0631\u062f \u0648 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u06af\u0647\u06af\u0627\u0647 \u0633\u06cc\u06af\u0646\u0627\u0644\u200c\u0647\u0627\u06cc \u0646\u0627\u062f\u0631\u0633\u062a\u06cc \u062f\u0631 \u0628\u0627\u0632\u0627\u0631\u0647\u0627\u06cc \u067e\u0631\u0637\u0631\u0641\u200c\u062f\u0627\u0631 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u062f. \u0628\u0631\u0627\u06cc \u063a\u0644\u0628\u0647 \u0628\u0631 \u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644\u060c \u062a\u0631\u06a9\u06cc\u0628 \u0622\u0646 \u0628\u0627 \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0645\u062a\u062d\u0631\u06a9 \u06cc\u0627 \u0633\u0627\u06cc\u0631 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0631\u0648\u0646\u062f \u0628\u0631\u0627\u06cc \u062a\u0623\u06cc\u06cc\u062f 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\u0622\u0646\u200c\u0647\u0627 \u0647\u0645 \u0628\u0627 \u067e\u0648\u0644 \u0631\u06cc\u0627\u0644\u06cc \u0627\u0645\u06a9\u0627\u0646\u200c\u067e\u0630\u06cc\u0631 \u0646\u06cc\u0633\u062a \u0648 \u0628\u0627\u06cc\u062f \u0633\u0627\u06cc\u0631 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u062e\u0631\u06cc\u062f \u067e\u0631\u200c\u0647\u0632\u06cc\u0646\u0647 \u0645\u062b\u0644 \u062e\u0631\u06cc\u062f \u0628\u0627 \u0627\u0631\u0632 \u062f\u0644\u0627\u0631 \u0631\u0627 \u0627\u0645\u062a\u062d\u0627\u0646 \u06a9\u0646\u06cc\u062f.<\/p>\n\t<div class=\"abc-course-card abc-course-card--horizontal-default\" data-course-url=\"https:\/\/hamrah.academy\/course\/1101\" data-course-id=\"1101\" data-course-title=\"\u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646\">\n\t\t<div class=\"abc-course-card__image-wrap\">\n\t\t\t\t\t\t\t<img decoding=\"async\" class=\"abc-course-card__image\" src=\"https:\/\/asset.hamrah.academy\/filebrowser\/api\/public\/dl\/rduX5NiG\/minio\/2278914a-74e6-4907-b3f3-f9f991814a82Artboard%201%20copy%205.webp\" alt=\"\u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646\">\n\t\t\t\t\t<\/div>\n\t\t<div class=\"abc-course-card__body\">\n\t\t\t\t\t\t\t<div class=\"abc-course-card__meta-row\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"abc-course-card__teacher\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"abc-course-card__teacher-avatar\" src=\"https:\/\/core-storage.hamrah.academy\/academy\/cbc2c22b-036b-4fe8-b9a4-340805ee590d.webp\" alt=\"\u062c\u0645\u0627\u0644 \u06a9\u0632\u0627\u0632\u06cc\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>\u062c\u0645\u0627\u0644 \u06a9\u0632\u0627\u0632\u06cc<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<span class=\"abc-course-card__category\" style=\"background-color:#72BBC4\">\u0647\u0648\u0634 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src=\"http:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-16.svg\" alt=\"\"> 738 \u0633\u0627\u0639\u062a \u0648 \u06f3\u06f7 \u062f\u0642\u06cc\u0642\u0647<\/span>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"abc-course-card__divider\" role=\"separator\" aria-hidden=\"true\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"abc-course-card__price-row\">\n\t\t\t\t\t\t\t\t<div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"abc-course-card__price\">\u06f1,\u06f4\u06f0\u06f0,\u06f0\u06f0\u06f0 \u062a\u0648\u0645\u0627\u0646<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<button type=\"button\" class=\"abc-course-card__more-btn\" data-course-action=\"more\">\u0628\u06cc\u0634\u062a\u0631<\/button>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t\n<h2>\u06cc\u06a9 \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u0634\u062e\u0635\u06cc \u0634\u06af\u0641\u062a\u200c\u0627\u0646\u06af\u06cc\u0632<\/h2>\n<p>\u0628\u0627 \u0627\u06cc\u0646\u200c\u06a9\u0647 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\u0634\u0645\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0648\u0631\u0648\u062f \u0628\u0647 \u062f\u0646\u06cc\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0628\u0647\u200c\u06a9\u0627\u0631\u06af\u06cc\u0631\u06cc \u0622\u0646 \u062f\u0631 \u062a\u0631\u06cc\u062f \u0627\u0631\u0632\u0647\u0627\u06cc \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0622\u0645\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u0628\u0627 \u0634\u0631\u06a9\u062a \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u06cc\u06a9 \u0642\u062f\u0645 \u0627\u0632 \u06a9\u0633\u0627\u0646\u06cc \u06a9\u0647 \u0647\u0646\u0648\u0632 \u0627\u0647\u0645\u06cc\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0627\u0645\u0631\u0648\u0632\u06cc \u0631\u0627 \u062f\u0631\u06a9 \u0646\u06a9\u0631\u062f\u0647\u200c\u0627\u0646\u062f\u060c \u062c\u0644\u0648 \u0627\u0641\u062a\u0627\u062f\u0647 \u0648 \u0627\u0632 \u0627\u06cc\u0646 \u0637\u0631\u06cc\u0642 \u0631\u0648\u06cc \u062e\u0648\u062f \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/hamrah.academy\/blog\/ai-tools\/\" target=\"_blank\" rel=\"noopener\"><br \/>\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2024\/08\/451-81.gif\" alt=\"\u0628\u0646\u0631 \u0645\u0648\u0628\u0627\u06cc\u0644 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\" \/>\t\t\t\t\t\t\t\t<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\/*! elementor &#8211; v3.19.0 &#8211; 29-01-2024 *\/ 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