{"id":3476,"date":"2025-05-21T16:08:14","date_gmt":"2025-05-21T16:08:14","guid":{"rendered":"https:\/\/ayadymasriyaa.com\/?post_type=courses&#038;p=3476"},"modified":"2025-05-21T16:13:45","modified_gmt":"2025-05-21T16:13:45","slug":"%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai","status":"publish","type":"courses","link":"https:\/\/ayadymasriyaa.com\/en\/courses\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\/","title":{"rendered":"\u0643\u0640\u0640\u0640\u0648\u0631\u0633 \u0627\u0644\u0640\u0640 Ai"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\u2705 \u0643\u0648\u0631\u0633 \u0628\u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0646\u0638\u0631\u064a \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \ud83d\udc69\u200d\ud83d\udcbb\ud83d\udc68\u200d\ud83d\udcbb<br>\ud83d\udfe4 \u0647\u0646\u062f\u0631\u0633 \u062e\u0644\u0627\u0644 \u0627\u0644\u0643\u0648\u0631\u0633 \u0627\u0644\u0622\u062a\u064a \ud83d\udc47\ud83c\udffb<br>1\ufe0f\u20e3 \u0627\u0644\u062c\u0628\u0631 \u0627\u0644\u062e\u0637\u064a: \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a \u0648\u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a.<br>2\ufe0f\u20e3 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a: \u0646\u0638\u0631\u064a\u0629 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0648\u0627\u0644\u062a\u0648\u0632\u064a\u0639\u0627\u062a.<br>3\ufe0f\u20e3 \u0643\u0648\u0631\u0633 numerical optimization : \u0641\u0647\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644 gradient descent \u0648\u0627\u0644\u0644\u064a \u0647\u0648 \u0627\u0633\u0627\u0633 \u0639\u0644\u0645 \u0627\u0644 machine learning.<br>4\ufe0f\u20e3 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u0645\u0647\u0627\u0631\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a NumPy \u0648Pandas.<br>5\ufe0f\u20e3 \u0639\u0631\u0636 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0628\u062a\u0643\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Matplotlib \u0648Seaborn.<br>6\ufe0f\u20e3 \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 (supervised ML): \u0648\u0627\u0644\u0644\u064a \u0647\u0646\u062f\u0631\u0633 \u0641\u064a\u0647 \u0643\u0644 \u0645\u0627 \u064a\u062e\u0635 \u0627\u0644 Machine learning \u0645\u0646 \u0645\u0639\u0627\u0644\u062c\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062a\u0639\u0644\u0645 \u0627\u0644\u0627\u0644\u0647 \u0632\u064a \u0627\u0644 linear regression, Decision Tree,Random forest \u0648 \u0627\u0644\u0645\u0634\u0627\u0643\u0644 \u0627\u0644\u0644\u064a \u0645\u0645\u0643\u0646 \u062a\u0642\u0627\u0628\u0644\u0646\u0627 \u0648\u062d\u0644\u0648\u0644\u0647\u0627 \u0648\u0627\u0632\u0627\u064a \u0646\u062e\u062a\u0627\u0631 \u0627\u0641\u0636\u0644 algorithm .<br>7\ufe0f\u20e3 \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 (un supervised ML): \u0648\u0627\u0644\u0644\u064a \u0647\u0646\u062f\u0631\u0633 \u0641\u064a\u0647\u0627 \u0627\u0644 clustering \u0648\u0627\u0632\u0627\u064a \u0646\u0645\u064a\u0632 \u0627\u0644 un labeled data \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0645\u0646\u0641\u0635\u0644\u0647.<br>8\ufe0f\u20e3 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 Deep learning: \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0639\u0645\u064a\u0642\u0629\u060c CNN \u0648RNN.<br>9\ufe0f\u20e3 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 computer vision: \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629.<br>1\ufe0f\u20e30\ufe0f\u20e3\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP): \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 LSTM \u0648GRU.<br>1\ufe0f\u20e31\ufe0f\u20e3\ud83d\udc68\ud83c\udffb\u200d\ud83d\udcbb \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u0646\u0647\u0627\u0626\u064a : \u062a\u062d\u062f\u064a \u062d\u0642\u064a\u0642\u064a \u0639\u0644\u0649 Kaggle!\u0641\u064a \u0627\u0644 3 \u0645\u062c\u0627\u0644\u0627\u062a Machine learning , computer vision, NLP<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>","protected":false},"featured_media":3477,"template":"","meta":{"_acf_changed":true,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false},"class_list":["post-3476","courses","type-courses","status-publish","has-post-thumbnail","hentry"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u2705 \u0643\u0648\u0631\u0633 \u0628\u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0646\u0638\u0631\u064a \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \ud83d\udc69\u200d\ud83d\udcbb\ud83d\udc68\u200d\ud83d\udcbb\ud83d\udfe4 \u0647\u0646\u062f\u0631\u0633 \u062e\u0644\u0627\u0644 \u0627\u0644\u0643\u0648\u0631\u0633 \u0627\u0644\u0622\u062a\u064a \ud83d\udc47\ud83c\udffb1\ufe0f\u20e3 \u0627\u0644\u062c\u0628\u0631 \u0627\u0644\u062e\u0637\u064a: \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a \u0648\u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a.2\ufe0f\u20e3 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a: \u0646\u0638\u0631\u064a\u0629 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0648\u0627\u0644\u062a\u0648\u0632\u064a\u0639\u0627\u062a.3\ufe0f\u20e3 \u0643\u0648\u0631\u0633 numerical optimization : \u0641\u0647\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644 gradient descent \u0648\u0627\u0644\u0644\u064a \u0647\u0648 \u0627\u0633\u0627\u0633 \u0639\u0644\u0645 \u0627\u0644 machine learning.4\ufe0f\u20e3 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u0645\u0647\u0627\u0631\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a NumPy \u0648Pandas.5\ufe0f\u20e3 \u0639\u0631\u0636 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0628\u062a\u0643\u0631\u0629\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/ayadymasriyaa.com\/en\/courses\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.0.1\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"\u0623\u064a\u0627\u062f\u0649 \u0645\u0635\u0631\u064a\u0629 -\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\u0643\u0640\u0640\u0640\u0648\u0631\u0633 \u0627\u0644\u0640\u0640 Ai - \u0623\u064a\u0627\u062f\u0649 \u0645\u0635\u0631\u064a\u0629\" \/>\n\t\t<meta property=\"og:description\" content=\"\u2705 \u0643\u0648\u0631\u0633 \u0628\u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0646\u0638\u0631\u064a \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \ud83d\udc69\u200d\ud83d\udcbb\ud83d\udc68\u200d\ud83d\udcbb\ud83d\udfe4 \u0647\u0646\u062f\u0631\u0633 \u062e\u0644\u0627\u0644 \u0627\u0644\u0643\u0648\u0631\u0633 \u0627\u0644\u0622\u062a\u064a \ud83d\udc47\ud83c\udffb1\ufe0f\u20e3 \u0627\u0644\u062c\u0628\u0631 \u0627\u0644\u062e\u0637\u064a: \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a \u0648\u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a.2\ufe0f\u20e3 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a: \u0646\u0638\u0631\u064a\u0629 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0648\u0627\u0644\u062a\u0648\u0632\u064a\u0639\u0627\u062a.3\ufe0f\u20e3 \u0643\u0648\u0631\u0633 numerical optimization : \u0641\u0647\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644 gradient descent \u0648\u0627\u0644\u0644\u064a \u0647\u0648 \u0627\u0633\u0627\u0633 \u0639\u0644\u0645 \u0627\u0644 machine learning.4\ufe0f\u20e3 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u0645\u0647\u0627\u0631\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a NumPy \u0648Pandas.5\ufe0f\u20e3 \u0639\u0631\u0636 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0628\u062a\u0643\u0631\u0629\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/ayadymasriyaa.com\/en\/courses\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\/\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/ayadymasriyaa.com\/wp-content\/uploads\/2025\/05\/Artificial-Intelligence-1-770x400-1.jpg\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/ayadymasriyaa.com\/wp-content\/uploads\/2025\/05\/Artificial-Intelligence-1-770x400-1.jpg\" \/>\n\t\t<meta property=\"og:image:width\" content=\"770\" \/>\n\t\t<meta property=\"og:image:height\" content=\"400\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2025-05-21T16:08:14+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2025-05-21T16:13:45+00:00\" \/>\n\t\t<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/share\/18GM7RyCca\/\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:title\" content=\"\u0643\u0640\u0640\u0640\u0648\u0631\u0633 \u0627\u0644\u0640\u0640 Ai - \u0623\u064a\u0627\u062f\u0649 \u0645\u0635\u0631\u064a\u0629\" \/>\n\t\t<meta name=\"twitter:description\" content=\"\u2705 \u0643\u0648\u0631\u0633 \u0628\u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0646\u0638\u0631\u064a \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \ud83d\udc69\u200d\ud83d\udcbb\ud83d\udc68\u200d\ud83d\udcbb\ud83d\udfe4 \u0647\u0646\u062f\u0631\u0633 \u062e\u0644\u0627\u0644 \u0627\u0644\u0643\u0648\u0631\u0633 \u0627\u0644\u0622\u062a\u064a \ud83d\udc47\ud83c\udffb1\ufe0f\u20e3 \u0627\u0644\u062c\u0628\u0631 \u0627\u0644\u062e\u0637\u064a: \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a \u0648\u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a.2\ufe0f\u20e3 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a: \u0646\u0638\u0631\u064a\u0629 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0648\u0627\u0644\u062a\u0648\u0632\u064a\u0639\u0627\u062a.3\ufe0f\u20e3 \u0643\u0648\u0631\u0633 numerical optimization : \u0641\u0647\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644 gradient descent \u0648\u0627\u0644\u0644\u064a \u0647\u0648 \u0627\u0633\u0627\u0633 \u0639\u0644\u0645 \u0627\u0644 machine learning.4\ufe0f\u20e3 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u0645\u0647\u0627\u0631\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a NumPy \u0648Pandas.5\ufe0f\u20e3 \u0639\u0631\u0636 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0628\u062a\u0643\u0631\u0629\" \/>\n\t\t<meta name=\"twitter:image\" content=\"https:\/\/ayadymasriyaa.com\/wp-content\/uploads\/2025\/05\/Artificial-Intelligence-1-770x400-1.jpg\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/ayadymasriyaa.com\\\/en\\\/courses\\\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\\\/#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/ayadymasriyaa.com\\\/en#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/ayadymasriyaa.com\\\/en\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/ayadymasriyaa.com\\\/en\\\/courses\\\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\\\/#listItem\",\"name\":\"\\u0643\\u0640\\u0640\\u0640\\u0648\\u0631\\u0633 \\u0627\\u0644\\u0640\\u0640 Ai\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/ayadymasriyaa.com\\\/en\\\/courses\\\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\\\/#listItem\",\"position\":2,\"name\":\"\\u0643\\u0640\\u0640\\u0640\\u0648\\u0631\\u0633 \\u0627\\u0644\\u0640\\u0640 Ai\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/ayadymasriyaa.com\\\/en#listItem\",\"name\":\"Home\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/ayadymasriyaa.com\\\/en\\\/#organization\",\"name\":\"\\u0623\\u064a\\u0627\\u062f\\u0649 \\u0645\\u0635\\u0631\\u064a\\u0629\",\"url\":\"https:\\\/\\\/ayadymasriyaa.com\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/ayadymasriyaa.com\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/Asset-4.png\",\"@id\":\"https:\\\/\\\/ayadymasriyaa.com\\\/en\\\/courses\\\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\\\/#organizationLogo\",\"width\":861,\"height\":772},\"image\":{\"@id\":\"https:\\\/\\\/ayadymasriyaa.com\\\/en\\\/courses\\\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\\\/#organizationLogo\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/share\\\/18GM7RyCca\\\/\",\"https:\\\/\\\/www.instagram.com\\\/ayadymasriyaa?igsh=MXdscXF4MXRxb3R4Ng==\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCosDSHlFsUyMWkE7esJLKTw\"]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/ayadymasriyaa.com\\\/en\\\/courses\\\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\\\/#webpage\",\"url\":\"https:\\\/\\\/ayadymasriyaa.com\\\/en\\\/courses\\\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\\\/\",\"name\":\"\\u0643\\u0640\\u0640\\u0640\\u0648\\u0631\\u0633 \\u0627\\u0644\\u0640\\u0640 Ai - \\u0623\\u064a\\u0627\\u062f\\u0649 \\u0645\\u0635\\u0631\\u064a\\u0629\",\"description\":\"\\u2705 \\u0643\\u0648\\u0631\\u0633 \\u0628\\u064a\\u062c\\u0645\\u0639 \\u0628\\u064a\\u0646 \\u0627\\u0644\\u0646\\u0638\\u0631\\u064a \\u0648\\u0627\\u0644\\u062a\\u0637\\u0628\\u064a\\u0642\\u064a \\u0641\\u064a \\u0645\\u062c\\u0627\\u0644 \\u0627\\u0644\\u0630\\u0643\\u0627\\u0621 \\u0627\\u0644\\u0627\\u0635\\u0637\\u0646\\u0627\\u0639\\u064a \\ud83d\\udc69\\u200d\\ud83d\\udcbb\\ud83d\\udc68\\u200d\\ud83d\\udcbb\\ud83d\\udfe4 \\u0647\\u0646\\u062f\\u0631\\u0633 \\u062e\\u0644\\u0627\\u0644 \\u0627\\u0644\\u0643\\u0648\\u0631\\u0633 \\u0627\\u0644\\u0622\\u062a\\u064a \\ud83d\\udc47\\ud83c\\udffb1\\ufe0f\\u20e3 \\u0627\\u0644\\u062c\\u0628\\u0631 \\u0627\\u0644\\u062e\\u0637\\u064a: \\u0627\\u0644\\u062a\\u0639\\u0627\\u0645\\u0644 \\u0645\\u0639 \\u0627\\u0644\\u0645\\u062a\\u062c\\u0647\\u0627\\u062a \\u0648\\u0627\\u0644\\u0645\\u0635\\u0641\\u0648\\u0641\\u0627\\u062a.2\\ufe0f\\u20e3 \\u0627\\u0644\\u0625\\u062d\\u0635\\u0627\\u0621 \\u0648\\u0627\\u0644\\u0627\\u062d\\u062a\\u0645\\u0627\\u0644\\u0627\\u062a: \\u0646\\u0638\\u0631\\u064a\\u0629 \\u0627\\u0644\\u0627\\u062d\\u062a\\u0645\\u0627\\u0644\\u0627\\u062a \\u0648\\u0627\\u0644\\u062a\\u0648\\u0632\\u064a\\u0639\\u0627\\u062a.3\\ufe0f\\u20e3 \\u0643\\u0648\\u0631\\u0633 numerical optimization : \\u0641\\u0647\\u0645 \\u062e\\u0648\\u0627\\u0631\\u0632\\u0645\\u064a\\u0629 \\u0627\\u0644 gradient descent \\u0648\\u0627\\u0644\\u0644\\u064a \\u0647\\u0648 \\u0627\\u0633\\u0627\\u0633 \\u0639\\u0644\\u0645 \\u0627\\u0644 machine learning.4\\ufe0f\\u20e3 \\u0628\\u0627\\u064a\\u062b\\u0648\\u0646 \\u0644\\u0644\\u0630\\u0643\\u0627\\u0621 \\u0627\\u0644\\u0627\\u0635\\u0637\\u0646\\u0627\\u0639\\u064a: \\u0645\\u0647\\u0627\\u0631\\u0627\\u062a \\u0645\\u062a\\u0642\\u062f\\u0645\\u0629 \\u0641\\u064a NumPy \\u0648Pandas.5\\ufe0f\\u20e3 \\u0639\\u0631\\u0636 \\u0627\\u0644\\u0628\\u064a\\u0627\\u0646\\u0627\\u062a: \\u062a\\u0642\\u0646\\u064a\\u0627\\u062a \\u0645\\u0628\\u062a\\u0643\\u0631\\u0629\",\"inLanguage\":\"en-US\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ayadymasriyaa.com\\\/en\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/ayadymasriyaa.com\\\/en\\\/courses\\\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\\\/#breadcrumblist\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/ayadymasriyaa.com\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/Artificial-Intelligence-1-770x400-1.jpg\",\"@id\":\"https:\\\/\\\/ayadymasriyaa.com\\\/en\\\/courses\\\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\\\/#mainImage\",\"width\":770,\"height\":400},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/ayadymasriyaa.com\\\/en\\\/courses\\\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\\\/#mainImage\"},\"datePublished\":\"2025-05-21T16:08:14+00:00\",\"dateModified\":\"2025-05-21T16:13:45+00:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/ayadymasriyaa.com\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/ayadymasriyaa.com\\\/en\\\/\",\"name\":\"\\u0623\\u064a\\u0627\\u062f\\u0649 \\u0645\\u0635\\u0631\\u064a\\u0629\",\"inLanguage\":\"en-US\",\"publisher\":{\"@id\":\"https:\\\/\\\/ayadymasriyaa.com\\\/en\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"\u0643\u0640\u0640\u0640\u0648\u0631\u0633 \u0627\u0644\u0640\u0640 Ai - \u0623\u064a\u0627\u062f\u0649 \u0645\u0635\u0631\u064a\u0629","description":"\u2705 \u0643\u0648\u0631\u0633 \u0628\u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0646\u0638\u0631\u064a \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \ud83d\udc69\u200d\ud83d\udcbb\ud83d\udc68\u200d\ud83d\udcbb\ud83d\udfe4 \u0647\u0646\u062f\u0631\u0633 \u062e\u0644\u0627\u0644 \u0627\u0644\u0643\u0648\u0631\u0633 \u0627\u0644\u0622\u062a\u064a \ud83d\udc47\ud83c\udffb1\ufe0f\u20e3 \u0627\u0644\u062c\u0628\u0631 \u0627\u0644\u062e\u0637\u064a: \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a \u0648\u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a.2\ufe0f\u20e3 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a: \u0646\u0638\u0631\u064a\u0629 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0648\u0627\u0644\u062a\u0648\u0632\u064a\u0639\u0627\u062a.3\ufe0f\u20e3 \u0643\u0648\u0631\u0633 numerical optimization : \u0641\u0647\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644 gradient descent \u0648\u0627\u0644\u0644\u064a \u0647\u0648 \u0627\u0633\u0627\u0633 \u0639\u0644\u0645 \u0627\u0644 machine learning.4\ufe0f\u20e3 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u0645\u0647\u0627\u0631\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a NumPy \u0648Pandas.5\ufe0f\u20e3 \u0639\u0631\u0636 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0628\u062a\u0643\u0631\u0629","canonical_url":"https:\/\/ayadymasriyaa.com\/en\/courses\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\/","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BreadcrumbList","@id":"https:\/\/ayadymasriyaa.com\/en\/courses\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\/#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/ayadymasriyaa.com\/en#listItem","position":1,"name":"Home","item":"https:\/\/ayadymasriyaa.com\/en","nextItem":{"@type":"ListItem","@id":"https:\/\/ayadymasriyaa.com\/en\/courses\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\/#listItem","name":"\u0643\u0640\u0640\u0640\u0648\u0631\u0633 \u0627\u0644\u0640\u0640 Ai"}},{"@type":"ListItem","@id":"https:\/\/ayadymasriyaa.com\/en\/courses\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\/#listItem","position":2,"name":"\u0643\u0640\u0640\u0640\u0648\u0631\u0633 \u0627\u0644\u0640\u0640 Ai","previousItem":{"@type":"ListItem","@id":"https:\/\/ayadymasriyaa.com\/en#listItem","name":"Home"}}]},{"@type":"Organization","@id":"https:\/\/ayadymasriyaa.com\/en\/#organization","name":"\u0623\u064a\u0627\u062f\u0649 \u0645\u0635\u0631\u064a\u0629","url":"https:\/\/ayadymasriyaa.com\/en\/","logo":{"@type":"ImageObject","url":"https:\/\/ayadymasriyaa.com\/wp-content\/uploads\/2025\/05\/Asset-4.png","@id":"https:\/\/ayadymasriyaa.com\/en\/courses\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\/#organizationLogo","width":861,"height":772},"image":{"@id":"https:\/\/ayadymasriyaa.com\/en\/courses\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\/#organizationLogo"},"sameAs":["https:\/\/www.facebook.com\/share\/18GM7RyCca\/","https:\/\/www.instagram.com\/ayadymasriyaa?igsh=MXdscXF4MXRxb3R4Ng==","https:\/\/www.youtube.com\/channel\/UCosDSHlFsUyMWkE7esJLKTw"]},{"@type":"WebPage","@id":"https:\/\/ayadymasriyaa.com\/en\/courses\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\/#webpage","url":"https:\/\/ayadymasriyaa.com\/en\/courses\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\/","name":"\u0643\u0640\u0640\u0640\u0648\u0631\u0633 \u0627\u0644\u0640\u0640 Ai - \u0623\u064a\u0627\u062f\u0649 \u0645\u0635\u0631\u064a\u0629","description":"\u2705 \u0643\u0648\u0631\u0633 \u0628\u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0646\u0638\u0631\u064a \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \ud83d\udc69\u200d\ud83d\udcbb\ud83d\udc68\u200d\ud83d\udcbb\ud83d\udfe4 \u0647\u0646\u062f\u0631\u0633 \u062e\u0644\u0627\u0644 \u0627\u0644\u0643\u0648\u0631\u0633 \u0627\u0644\u0622\u062a\u064a \ud83d\udc47\ud83c\udffb1\ufe0f\u20e3 \u0627\u0644\u062c\u0628\u0631 \u0627\u0644\u062e\u0637\u064a: \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a \u0648\u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a.2\ufe0f\u20e3 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a: \u0646\u0638\u0631\u064a\u0629 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0648\u0627\u0644\u062a\u0648\u0632\u064a\u0639\u0627\u062a.3\ufe0f\u20e3 \u0643\u0648\u0631\u0633 numerical optimization : \u0641\u0647\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644 gradient descent \u0648\u0627\u0644\u0644\u064a \u0647\u0648 \u0627\u0633\u0627\u0633 \u0639\u0644\u0645 \u0627\u0644 machine learning.4\ufe0f\u20e3 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u0645\u0647\u0627\u0631\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a NumPy \u0648Pandas.5\ufe0f\u20e3 \u0639\u0631\u0636 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0628\u062a\u0643\u0631\u0629","inLanguage":"en-US","isPartOf":{"@id":"https:\/\/ayadymasriyaa.com\/en\/#website"},"breadcrumb":{"@id":"https:\/\/ayadymasriyaa.com\/en\/courses\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\/#breadcrumblist"},"image":{"@type":"ImageObject","url":"https:\/\/ayadymasriyaa.com\/wp-content\/uploads\/2025\/05\/Artificial-Intelligence-1-770x400-1.jpg","@id":"https:\/\/ayadymasriyaa.com\/en\/courses\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\/#mainImage","width":770,"height":400},"primaryImageOfPage":{"@id":"https:\/\/ayadymasriyaa.com\/en\/courses\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\/#mainImage"},"datePublished":"2025-05-21T16:08:14+00:00","dateModified":"2025-05-21T16:13:45+00:00"},{"@type":"WebSite","@id":"https:\/\/ayadymasriyaa.com\/en\/#website","url":"https:\/\/ayadymasriyaa.com\/en\/","name":"\u0623\u064a\u0627\u062f\u0649 \u0645\u0635\u0631\u064a\u0629","inLanguage":"en-US","publisher":{"@id":"https:\/\/ayadymasriyaa.com\/en\/#organization"}}]},"og:locale":"en_US","og:site_name":"\u0623\u064a\u0627\u062f\u0649 \u0645\u0635\u0631\u064a\u0629 -","og:type":"article","og:title":"\u0643\u0640\u0640\u0640\u0648\u0631\u0633 \u0627\u0644\u0640\u0640 Ai - \u0623\u064a\u0627\u062f\u0649 \u0645\u0635\u0631\u064a\u0629","og:description":"\u2705 \u0643\u0648\u0631\u0633 \u0628\u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0646\u0638\u0631\u064a \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \ud83d\udc69\u200d\ud83d\udcbb\ud83d\udc68\u200d\ud83d\udcbb\ud83d\udfe4 \u0647\u0646\u062f\u0631\u0633 \u062e\u0644\u0627\u0644 \u0627\u0644\u0643\u0648\u0631\u0633 \u0627\u0644\u0622\u062a\u064a \ud83d\udc47\ud83c\udffb1\ufe0f\u20e3 \u0627\u0644\u062c\u0628\u0631 \u0627\u0644\u062e\u0637\u064a: \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a \u0648\u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a.2\ufe0f\u20e3 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a: \u0646\u0638\u0631\u064a\u0629 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0648\u0627\u0644\u062a\u0648\u0632\u064a\u0639\u0627\u062a.3\ufe0f\u20e3 \u0643\u0648\u0631\u0633 numerical optimization : \u0641\u0647\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644 gradient descent \u0648\u0627\u0644\u0644\u064a \u0647\u0648 \u0627\u0633\u0627\u0633 \u0639\u0644\u0645 \u0627\u0644 machine learning.4\ufe0f\u20e3 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u0645\u0647\u0627\u0631\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a NumPy \u0648Pandas.5\ufe0f\u20e3 \u0639\u0631\u0636 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0628\u062a\u0643\u0631\u0629","og:url":"https:\/\/ayadymasriyaa.com\/en\/courses\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\/","og:image":"https:\/\/ayadymasriyaa.com\/wp-content\/uploads\/2025\/05\/Artificial-Intelligence-1-770x400-1.jpg","og:image:secure_url":"https:\/\/ayadymasriyaa.com\/wp-content\/uploads\/2025\/05\/Artificial-Intelligence-1-770x400-1.jpg","og:image:width":770,"og:image:height":400,"article:published_time":"2025-05-21T16:08:14+00:00","article:modified_time":"2025-05-21T16:13:45+00:00","article:publisher":"https:\/\/www.facebook.com\/share\/18GM7RyCca\/","twitter:card":"summary_large_image","twitter:title":"\u0643\u0640\u0640\u0640\u0648\u0631\u0633 \u0627\u0644\u0640\u0640 Ai - \u0623\u064a\u0627\u062f\u0649 \u0645\u0635\u0631\u064a\u0629","twitter:description":"\u2705 \u0643\u0648\u0631\u0633 \u0628\u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0646\u0638\u0631\u064a \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \ud83d\udc69\u200d\ud83d\udcbb\ud83d\udc68\u200d\ud83d\udcbb\ud83d\udfe4 \u0647\u0646\u062f\u0631\u0633 \u062e\u0644\u0627\u0644 \u0627\u0644\u0643\u0648\u0631\u0633 \u0627\u0644\u0622\u062a\u064a \ud83d\udc47\ud83c\udffb1\ufe0f\u20e3 \u0627\u0644\u062c\u0628\u0631 \u0627\u0644\u062e\u0637\u064a: \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a \u0648\u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a.2\ufe0f\u20e3 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a: \u0646\u0638\u0631\u064a\u0629 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0648\u0627\u0644\u062a\u0648\u0632\u064a\u0639\u0627\u062a.3\ufe0f\u20e3 \u0643\u0648\u0631\u0633 numerical optimization : \u0641\u0647\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644 gradient descent \u0648\u0627\u0644\u0644\u064a \u0647\u0648 \u0627\u0633\u0627\u0633 \u0639\u0644\u0645 \u0627\u0644 machine learning.4\ufe0f\u20e3 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u0645\u0647\u0627\u0631\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a NumPy \u0648Pandas.5\ufe0f\u20e3 \u0639\u0631\u0636 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0628\u062a\u0643\u0631\u0629","twitter:image":"https:\/\/ayadymasriyaa.com\/wp-content\/uploads\/2025\/05\/Artificial-Intelligence-1-770x400-1.jpg"},"aioseo_meta_data":{"post_id":"3476","title":null,"description":null,"keywords":null,"keyphrases":{"focus":[],"additional":[]},"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":"","og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"WebPage","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":"-1","robots_max_videopreview":"-1","robots_max_imagepreview":"large","priority":null,"frequency":"default","local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"ai":null,"created":"2025-05-21 16:08:15","updated":"2026-08-17 11:39:43","focus_keyword":null,"additional_keywords":null,"truseo_locale":null,"seo_analyzer_scan_date":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/ayadymasriyaa.com\/en\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t\u0643\u0640\u0640\u0640\u0648\u0631\u0633 \u0627\u0644\u0640\u0640 Ai\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/ayadymasriyaa.com\/en"},{"label":"\u0643\u0640\u0640\u0640\u0648\u0631\u0633 \u0627\u0644\u0640\u0640 Ai","link":"https:\/\/ayadymasriyaa.com\/en\/courses\/%d9%83%d9%80%d9%80%d9%80%d9%88%d8%b1%d8%b3-%d8%a7%d9%84%d9%80%d9%80-ai\/"}],"_links":{"self":[{"href":"https:\/\/ayadymasriyaa.com\/en\/wp-json\/wp\/v2\/courses\/3476","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ayadymasriyaa.com\/en\/wp-json\/wp\/v2\/courses"}],"about":[{"href":"https:\/\/ayadymasriyaa.com\/en\/wp-json\/wp\/v2\/types\/courses"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ayadymasriyaa.com\/en\/wp-json\/wp\/v2\/media\/3477"}],"wp:attachment":[{"href":"https:\/\/ayadymasriyaa.com\/en\/wp-json\/wp\/v2\/media?parent=3476"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}