{"id":1346,"date":"2025-11-10T16:05:32","date_gmt":"2025-11-10T16:05:32","guid":{"rendered":"https:\/\/skilgy.com\/2025\/11\/10\/how-egypt-is-shaping-the-future-of-artificial-intelligence-the-rise-of-ai-in-egypt-2025-2030-2025-freelance-guide-for-egypt\/"},"modified":"2025-12-12T01:29:49","modified_gmt":"2025-12-12T01:29:49","slug":"%d8%b5%d8%b9%d9%88%d8%af-%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d9%81%d9%8a-%d9%85%d8%b5%d8%b1","status":"publish","type":"post","link":"https:\/\/skilgy.com\/ar\/2025\/11\/10\/%d8%b5%d8%b9%d9%88%d8%af-%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d9%81%d9%8a-%d9%85%d8%b5%d8%b1\/","title":{"rendered":"\u0635\u0639\u0648\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0645\u0635\u0631 2025\u20132030: \u0643\u064a\u0641 \u062a\u0642\u0648\u062f \u0645\u0635\u0631 \u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0640 AI \u0641\u064a \u0627\u0644\u0634\u0631\u0642 \u0627\u0644\u0623\u0648\u0633\u0637\u061f"},"content":{"rendered":"<h2 data-start=\"234\" data-end=\"320\"><strong data-start=\"237\" data-end=\"320\">\u0643\u064a\u0641 \u062a\u0634\u0643\u0651\u0644 \u0645\u0635\u0631 \u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u0635\u0639\u0648\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0645\u0635\u0631 (2025\u20132030)<\/strong><\/h2>\n<p data-start=\"322\" data-end=\"757\">\u062a\u062e\u0637\u0648 \u0645\u0635\u0631\u060c \u0627\u0644\u0628\u0644\u062f \u0630\u0648 \u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0639\u0631\u064a\u0642 \u0648\u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f \u0627\u0644\u0645\u062a\u0646\u0627\u0645\u064a\u060c \u062e\u0637\u0648\u0627\u062a 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\/>\n<h2 data-start=\"764\" data-end=\"807\"><strong data-start=\"767\" data-end=\"807\">\u0627\u0644\u0648\u0636\u0639 \u0627\u0644\u062d\u0627\u0644\u064a \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0645\u0635\u0631<\/strong><\/h2>\n<p data-start=\"809\" data-end=\"1117\">\u0634\u0647\u062f\u062a \u0645\u0635\u0631 \u062e\u0644\u0627\u0644 \u0627\u0644\u0633\u0646\u0648\u0627\u062a \u0627\u0644\u0623\u062e\u064a\u0631\u0629 \u062a\u0642\u062f\u0651\u0645\u064b\u0627 \u0645\u0644\u062d\u0648\u0638\u064b\u0627 \u0641\u064a \u0628\u0646\u0627\u0621 \u0642\u062f\u0631\u0627\u062a\u0647\u0627 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0641\u0642\u062f \u0623\u0637\u0644\u0642\u062a \u0627\u0644\u062d\u0643\u0648\u0645\u0629 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0628\u0627\u062f\u0631\u0627\u062a \u0644\u062a\u0639\u0632\u064a\u0632 \u062a\u0628\u0646\u0651\u064a \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0635\u062d\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0645 \u0648\u0627\u0644\u062a\u0645\u0648\u064a\u0644\u060c \u0645\u0645\u0627 \u0623\u062f\u0649 \u0625\u0644\u0649 \u0625\u0646\u0634\u0627\u0621 \u0645\u0631\u0627\u0643\u0632 \u0623\u0628\u062d\u0627\u062b \u0648\u062d\u0627\u0636\u0646\u0627\u062a \u0627\u0628\u062a\u0643\u0627\u0631 \u062a\u0648\u0641\u0631 \u0628\u064a\u0626\u0629 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629 \u0648\u0631\u0648\u0627\u062f \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0644\u062a\u0637\u0648\u064a\u0631 \u062d\u0644\u0648\u0644\u0647\u0645.<\/p>\n<p data-start=\"1119\" data-end=\"1385\">\u0648\u0648\u0641\u0642\u064b\u0627 \u0644\u062a\u0642\u0631\u064a\u0631 \u0635\u0627\u062f\u0631 \u0639\u0646 \u0645\u0624\u0633\u0633\u0629 IDC\u060c \u0641\u0625\u0646 \u0633\u0648\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0645\u0635\u0631 \u0645\u0631\u0634\u062d \u0644\u0644\u0646\u0645\u0648 \u0645\u0646 <strong data-start=\"1198\" data-end=\"1253\">113 \u0645\u0644\u064a\u0648\u0646 \u062f\u0648\u0644\u0627\u0631 \u0641\u064a 2020 \u0625\u0644\u0649 335 \u0645\u0644\u064a\u0648\u0646 \u062f\u0648\u0644\u0627\u0631 \u0641\u064a 2025<\/strong>\u060c \u0628\u0645\u0639\u062f\u0644 \u0646\u0645\u0648 \u0633\u0646\u0648\u064a \u0645\u0631\u0643\u0651\u0628 \u064a\u0628\u0644\u063a <strong data-start=\"1281\" data-end=\"1290\">24.5%<\/strong>. \u0648\u064a\u0639\u0648\u062f \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648 \u0627\u0644\u0645\u062a\u0633\u0627\u0631\u0639 \u0625\u0644\u0649 \u0627\u0644\u0637\u0644\u0628 \u0627\u0644\u0645\u062a\u0632\u0627\u064a\u062f \u0639\u0644\u0649 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u062f\u0651\u0629 \u0642\u0637\u0627\u0639\u0627\u062a\u060c \u0623\u0628\u0631\u0632\u0647\u0627:<\/p>\n<h3 data-start=\"1387\" data-end=\"1409\"><strong data-start=\"1391\" data-end=\"1409\">\u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629<\/strong><\/h3>\n<p data-start=\"1410\" data-end=\"1492\">\u2013 \u062a\u062d\u0633\u064a\u0646 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0645\u0631\u0636\u0649<br data-start=\"1430\" data-end=\"1433\" \/>\u2013 \u062a\u0633\u0631\u064a\u0639 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0627\u0644\u0639\u064a\u0627\u062f\u0627\u062a<br data-start=\"1462\" data-end=\"1465\" \/>\u2013 \u0631\u0641\u0639 \u062c\u0648\u062f\u0629 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0635\u062d\u064a\u0629<\/p>\n<h3 data-start=\"1494\" data-end=\"1509\"><strong data-start=\"1498\" data-end=\"1509\">\u0627\u0644\u062a\u0639\u0644\u064a\u0645<\/strong><\/h3>\n<p data-start=\"1510\" data-end=\"1591\">\u2013 \u062a\u062e\u0635\u064a\u0635 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u062a\u0639\u0644\u0645<br data-start=\"1530\" data-end=\"1533\" \/>\u2013 \u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u0637\u0644\u0627\u0628<br data-start=\"1552\" data-end=\"1555\" \/>\u2013 \u062a\u0637\u0648\u064a\u0631 \u062a\u062c\u0631\u0628\u0629 \u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0623\u0643\u062b\u0631 \u062a\u0641\u0627\u0639\u0644\u0627\u064b<\/p>\n<h3 data-start=\"1593\" data-end=\"1614\"><strong data-start=\"1597\" data-end=\"1614\">\u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0645\u0627\u0644\u064a<\/strong><\/h3>\n<p data-start=\"1615\" data-end=\"1687\">\u2013 \u0643\u0634\u0641 \u0648\u0645\u0646\u0639 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644<br data-start=\"1634\" data-end=\"1637\" \/>\u2013 \u062a\u062d\u0633\u064a\u0646 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631<br data-start=\"1658\" data-end=\"1661\" \/>\u2013 \u0627\u0644\u0627\u0631\u062a\u0642\u0627\u0621 \u0628\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621<\/p>\n<hr data-start=\"1689\" data-end=\"1692\" \/>\n<h2 data-start=\"1694\" data-end=\"1740\"><strong data-start=\"1697\" data-end=\"1740\">\u0641\u0631\u0635 \u0627\u0644\u0639\u0645\u0644 \u0644\u0644\u0645\u0628\u0631\u0645\u062c\u064a\u0646 \u0648\u0627\u0644\u0641\u0631\u064a\u0644\u0627\u0646\u0633\u0631\u0632 \u0641\u064a \u0645\u0635\u0631<\/strong><\/h2>\n<p data-start=\"1742\" data-end=\"1932\">\u064a\u0639\u0643\u0633 \u0635\u0639\u0648\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0645\u0635\u0631 \u0641\u0631\u0635\u064b\u0627 \u0636\u062e\u0645\u0629 \u0644\u0644\u0645\u062a\u062e\u0635\u0635\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u064a\u0646 \u0648\u0627\u0644\u0645\u0628\u0631\u0645\u062c\u064a\u0646. \u0641\u0645\u0639 \u062a\u0632\u0627\u064a\u062f \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u062a\u0628\u062d\u062b \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0639\u0646 \u0645\u062d\u062a\u0631\u0641\u064a\u0646 \u0642\u0627\u062f\u0631\u064a\u0646 \u0639\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u0648\u062a\u0637\u0628\u064a\u0642 \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a.<\/p>\n<p data-start=\"1934\" data-end=\"2069\">\u0648\u0648\u0641\u0642\u064b\u0627 \u0644\u0645\u0633\u062d \u0623\u062c\u0631\u062a\u0647 \u0648\u0632\u0627\u0631\u0629 \u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0635\u0631\u064a\u0629\u060c \u0641\u0625\u0646 \u0623\u0643\u062b\u0631 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u0634\u0645\u0644 \u0627\u0644\u0645\u0647\u0646 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<h3 data-start=\"2071\" data-end=\"2109\"><strong data-start=\"2075\" data-end=\"2109\">\u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u0631\u0648\u0627\u062a\u0628 (\u0628\u0627\u0644\u062c\u0646\u064a\u0647 \u0627\u0644\u0645\u0635\u0631\u064a)<\/strong><\/h3>\n<div class=\"TyagGW_tableContainer\">\n<div class=\"group TyagGW_tableWrapper flex w-fit flex-col-reverse\" tabindex=\"-1\">\n<table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"2111\" data-end=\"2352\">\n<thead data-start=\"2111\" data-end=\"2151\">\n<tr data-start=\"2111\" data-end=\"2151\">\n<th data-start=\"2111\" data-end=\"2128\" data-col-size=\"sm\">\u0627\u0644\u0645\u0633\u0645\u0649 \u0627\u0644\u0648\u0638\u064a\u0641\u064a<\/th>\n<th data-start=\"2128\" data-end=\"2151\" data-col-size=\"sm\">\u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u0631\u0627\u062a\u0628 \u0627\u0644\u0633\u0646\u0648\u064a<\/th>\n<\/tr>\n<\/thead>\n<tbody data-start=\"2194\" data-end=\"2352\">\n<tr data-start=\"2194\" data-end=\"2236\">\n<td data-start=\"2194\" data-end=\"2215\" data-col-size=\"sm\">\u0645\u0647\u0646\u062f\u0633 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/td>\n<td data-col-size=\"sm\" data-start=\"2215\" data-end=\"2236\">120,000 \u2013 180,000<\/td>\n<\/tr>\n<tr data-start=\"2237\" data-end=\"2275\">\n<td data-start=\"2237\" data-end=\"2254\" data-col-size=\"sm\">\u0645\u0647\u0646\u062f\u0633 \u062a\u0639\u0644\u0645 \u0622\u0644\u064a<\/td>\n<td data-col-size=\"sm\" data-start=\"2254\" data-end=\"2275\">150,000 \u2013 250,000<\/td>\n<\/tr>\n<tr data-start=\"2276\" data-end=\"2311\">\n<td data-start=\"2276\" data-end=\"2290\" data-col-size=\"sm\">\u0639\u0627\u0644\u0645 \u0628\u064a\u0627\u0646\u0627\u062a<\/td>\n<td data-col-size=\"sm\" data-start=\"2290\" data-end=\"2311\">180,000 \u2013 300,000<\/td>\n<\/tr>\n<tr data-start=\"2312\" data-end=\"2352\">\n<td data-start=\"2312\" data-end=\"2331\" data-col-size=\"sm\">\u0645\u0637\u0648\u0651\u0631 \u0630\u0643\u0627\u0621 \u0623\u0639\u0645\u0627\u0644<\/td>\n<td data-col-size=\"sm\" data-start=\"2331\" data-end=\"2352\">100,000 \u2013 150,000<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<hr data-start=\"2354\" data-end=\"2357\" \/>\n<h2 data-start=\"2359\" data-end=\"2412\"><strong data-start=\"2362\" data-end=\"2412\">\u062f\u0644\u064a\u0644 \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629 \u0644\u0644\u0628\u062f\u0621 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong><\/h2>\n<h3 data-start=\"2414\" data-end=\"2470\"><strong data-start=\"2418\" data-end=\"2468\">1. \u062a\u0639\u0644\u0645 \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/strong><\/h3>\n<p data-start=\"2471\" data-end=\"2565\">\u0627\u0628\u062f\u0623 \u0628\u062a\u0639\u0644\u0651\u0645 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0645\u062b\u0644 Python \u0648R\u060c \u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0623\u064f\u0637\u0631 \u0627\u0644\u0639\u0645\u0644 \u0645\u062b\u0644 TensorFlow \u0648PyTorch.<\/p>\n<h3 data-start=\"2567\" data-end=\"2615\"><strong data-start=\"2571\" data-end=\"2613\">2. \u062a\u0637\u0648\u064a\u0631 \u0645\u0647\u0627\u0631\u0627\u062a \u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644<\/strong><\/h3>\n<p data-start=\"2616\" data-end=\"2686\">\u062a\u0639\u0644\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629\u060c \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u064a.<\/p>\n<h3 data-start=\"2688\" data-end=\"2735\"><strong data-start=\"2692\" data-end=\"2733\">3. \u0627\u0643\u062a\u0633\u0627\u0628 \u062e\u0628\u0631\u0629 \u0639\u0645\u0644\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639<\/strong><\/h3>\n<p data-start=\"2736\" data-end=\"2798\">\u0634\u0627\u0631\u0643 \u0641\u064a \u0645\u0634\u0627\u0631\u064a\u0639 \u0648\u0645\u0633\u0627\u0628\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0628\u0646\u0627\u0621 \u0645\u0639\u0631\u0636 \u0623\u0639\u0645\u0627\u0644 \u0642\u0648\u064a.<\/p>\n<h3 data-start=\"2800\" data-end=\"2832\"><strong data-start=\"2804\" data-end=\"2830\">4. \u062a\u0648\u0633\u064a\u0639 \u0634\u0628\u0643\u062a\u0643 \u0627\u0644\u0645\u0647\u0646\u064a\u0629<\/strong><\/h3>\n<p data-start=\"2833\" data-end=\"2922\">\u0627\u062d\u0636\u0631 \u0627\u0644\u0645\u0624\u062a\u0645\u0631\u0627\u062a \u0648\u0627\u0644\u0641\u0639\u0627\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0635\u0629 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0622\u062e\u0631 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0648\u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0645\u062d\u062a\u0631\u0641\u064a\u0646 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644.<\/p>\n<h3 data-start=\"2924\" data-end=\"2974\"><strong data-start=\"2928\" data-end=\"2972\">5. \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0641\u064a \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0634\u0647\u0627\u062f\u0627\u062a \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629<\/strong><\/h3>\n<p data-start=\"2975\" data-end=\"3061\">\u0645\u062b\u0644:<br data-start=\"2979\" data-end=\"2982\" \/>\u2013 Certified Data Scientist (CDS)<br data-start=\"3014\" data-end=\"3017\" \/>\u2013 Certified Machine Learning Engineer (CMLE)<\/p>\n<p data-start=\"3063\" data-end=\"3114\">\u0647\u0630\u0647 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u062a\u0639\u0632\u0632 \u062b\u0642\u062a\u0643 \u0641\u064a \u0627\u0644\u0633\u0648\u0642 \u0648\u062a\u0632\u064a\u062f \u0641\u0631\u0635\u0643 \u0627\u0644\u0645\u0647\u0646\u064a\u0629.<\/p>\n<hr data-start=\"3116\" data-end=\"3119\" \/>\n<blockquote data-start=\"3121\" data-end=\"3338\">\n<p data-start=\"3123\" data-end=\"3338\"><em data-start=\"3123\" data-end=\"3287\">&#8220;\u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0645\u0635\u0631 \u0645\u0644\u064a\u0621 \u0628\u0627\u0644\u0641\u0631\u0635. \u0648\u0645\u0639 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0635\u062d\u064a\u062d\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0641\u0631\u064a\u0644\u0627\u0646\u0633\u0631\u0632 \u0648\u0627\u0644\u0645\u0628\u0631\u0645\u062c\u064a\u0646 \u0623\u0646 \u064a\u0633\u0627\u0647\u0645\u0648\u0627 \u0641\u064a \u062a\u0634\u0643\u064a\u0644 \u0647\u0630\u0627 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u0648\u062f\u0639\u0645 \u0646\u0645\u0648 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f \u0627\u0644\u0645\u0635\u0631\u064a.&#8221;<\/em><br data-start=\"3287\" data-end=\"3290\" \/>\u2014 <strong data-start=\"3294\" data-end=\"3338\">\u0623\u062d\u0645\u062f \u0627\u0644\u0633\u064a\u062f\u060c \u0627\u0644\u0631\u0626\u064a\u0633 \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u064a \u0644\u0634\u0631\u0643\u0629 Skilgy<\/strong><\/p>\n<\/blockquote>\n<hr data-start=\"3340\" data-end=\"3343\" \/>\n<h2 data-start=\"3345\" data-end=\"3400\"><strong data-start=\"3348\" data-end=\"3400\">\u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0648\u0627\u062c\u0647 \u062a\u0637\u0648\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0645\u0635\u0631<\/strong><\/h2>\n<p data-start=\"3402\" data-end=\"3473\">\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0627\u0644\u0641\u0631\u0635 \u0627\u0644\u0643\u0628\u064a\u0631\u0629\u060c \u0647\u0646\u0627\u0643 \u0639\u062f\u062f \u0645\u0646 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0647\u0627:<\/p>\n<h3 data-start=\"3475\" data-end=\"3509\"><strong data-start=\"3479\" data-end=\"3507\">1. \u0646\u0642\u0635 \u0627\u0644\u0643\u0641\u0627\u0621\u0627\u062a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629<\/strong><\/h3>\n<p data-start=\"3510\" data-end=\"3568\">\u064a\u0648\u062c\u062f \u0641\u062c\u0648\u0629 \u0628\u064a\u0646 \u0627\u0644\u0637\u0644\u0628 \u0648\u0627\u0644\u0639\u0631\u0636 \u0641\u064a \u0633\u0648\u0642 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 AI\/ML.<\/p>\n<h3 data-start=\"3570\" data-end=\"3601\"><strong data-start=\"3574\" data-end=\"3599\">2. \u0636\u0639\u0641 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629<\/strong><\/h3>\n<p data-start=\"3602\" data-end=\"3679\">\u0642\u0644\u0629 \u062a\u0648\u0641\u0631 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0636\u062e\u0645 \u064a\u0624\u062b\u0631 \u0639\u0644\u0649 \u062a\u0646\u0641\u064a\u0630 \u0645\u0634\u0627\u0631\u064a\u0639 AI.<\/p>\n<h3 data-start=\"3681\" data-end=\"3716\"><strong data-start=\"3685\" data-end=\"3714\">3. \u063a\u064a\u0627\u0628 \u0627\u0644\u062a\u0634\u0631\u064a\u0639\u0627\u062a \u0627\u0644\u0648\u0627\u0636\u062d\u0629<\/strong><\/h3>\n<p data-start=\"3717\" data-end=\"3804\">\u0647\u0646\u0627\u0643 \u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0642\u0648\u0627\u0646\u064a\u0646 \u062a\u0646\u0638\u0645 \u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u060c \u0648\u0623\u062e\u0644\u0627\u0642\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n<hr data-start=\"3806\" data-end=\"3809\" \/>\n<h2 data-start=\"3811\" data-end=\"3825\"><strong data-start=\"3814\" data-end=\"3825\">\u0627\u0644\u062e\u0644\u0627\u0635\u0629<\/strong><\/h2>\n<p data-start=\"3827\" data-end=\"4067\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0645\u0635\u0631 \u064a\u0633\u064a\u0631 \u0628\u062e\u0637\u0649 \u0633\u0631\u064a\u0639\u0629 \u0646\u062d\u0648 \u0645\u0633\u062a\u0642\u0628\u0644 \u0648\u0627\u0639\u062f. \u0648\u0645\u0639 \u062a\u0632\u0627\u064a\u062f \u0627\u0644\u0645\u0628\u0627\u062f\u0631\u0627\u062a \u0627\u0644\u062d\u0643\u0648\u0645\u064a\u0629 \u0648\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629\u060c \u062a\u0638\u0647\u0631 \u0641\u0631\u0635 \u0636\u062e\u0645\u0629 \u0644\u0644\u0641\u0631\u064a\u0644\u0627\u0646\u0633\u0631\u0632 \u0648\u0627\u0644\u0645\u0628\u0631\u0645\u062c\u064a\u0646. \u0627\u0644\u0628\u062f\u0621 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u064a\u062a\u0637\u0644\u0628 \u062a\u0639\u0644\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a\u060c \u0627\u0643\u062a\u0633\u0627\u0628 \u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629\u060c \u0648\u0631\u0628\u0645\u0627 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0634\u0647\u0627\u062f\u0627\u062a \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629.<\/p>\n<p data-start=\"4069\" data-end=\"4253\">\u0625\u0630\u0627 \u0643\u0646\u062a \u0645\u0647\u062a\u0645\u064b\u0627 \u0628\u062a\u0639\u0644\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u062f\u062e\u0648\u0644 \u0628\u0642\u0648\u0629 \u0625\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644\u060c \u0642\u0645 \u0628\u0632\u064a\u0627\u0631\u0629 \u0645\u0646\u0635\u0629 <strong data-start=\"4165\" data-end=\"4175\">Skilgy<\/strong> \u062d\u064a\u062b \u0633\u062a\u062c\u062f \u062f\u0648\u0631\u0627\u062a \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0634\u0627\u0645\u0644\u0629 \u062a\u0633\u0627\u0639\u062f\u0643 \u0639\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0648\u0627\u0644\u0627\u0646\u0637\u0644\u0627\u0642 \u0646\u062d\u0648 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644.<\/p>\n<p data-start=\"4255\" data-end=\"4370\">\ud83d\ude80 <strong data-start=\"4258\" data-end=\"4299\">\u0627\u0631\u062a\u0642\u0650 \u0628\u0645\u0633\u064a\u0631\u062a\u0643 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