{"id":22225,"date":"2025-10-02T09:51:30","date_gmt":"2025-10-02T06:51:30","guid":{"rendered":"https:\/\/atharhubs.com\/product\/%d8%a7%d9%84%d9%85%d8%b9%d8%b3%d9%83%d8%b1-%d8%a7%d9%84%d8%a7%d8%ad%d8%aa%d8%b1%d8%a7%d9%81%d9%8a-%d9%81%d9%8a-%d9%87%d9%86%d8%af%d8%b3%d8%a9-%d8%a7%d9%84%d8%a8%d9%8a%d8%a7%d9%86%d8%a7%d8%aa\/"},"modified":"2026-02-12T09:29:22","modified_gmt":"2026-02-12T06:29:22","slug":"big-data-bootcamp","status":"publish","type":"product","link":"https:\/\/atharhubs.com\/en\/product\/big-data-bootcamp\/","title":{"rendered":"Professional camp in data engineering(an internship opportunity at IBM and qualification for a professional certificate from Microsoft)"},"content":{"rendered":"<h2 data-start=\"186\" data-end=\"229\">\ud83d\ude80 Professional camp in data engineering<\/h2>\n<h3 data-start=\"230\" data-end=\"293\">\u0641\u0631\u0635\u0629 \u062a\u062f\u0631\u064a\u0628 \u0641\u064a IBM \u0648\u0627\u0644\u062a\u0623\u0647\u064a\u0644 \u0644\u0644\u0634\u0647\u0627\u062f\u0629 \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 \u0645\u0646 Microsoft<\/h3>\n<p data-start=\"401\" data-end=\"572\">\u0627\u0644\u0645\u0639\u0633\u0643\u0631 \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641\u064a \u0641\u064a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0648 \u0628\u0631\u0646\u0627\u0645\u062c \u062a\u062f\u0631\u064a\u0628\u064a \u0634\u0627\u0645\u0644 \u0648\u0645\u0643\u062b\u0651\u0641\u060c \u0645\u0635\u0645\u0645 \u0644\u064a\u0623\u062e\u0630\u0643 <strong data-start=\"479\" data-end=\"536\">\u0645\u0646 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u062d\u062a\u0649 \u062a\u0646\u0641\u064a\u0630 \u062d\u0644\u0648\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0643\u0627\u0645\u0644\u0629 End-to-End<\/strong> \u0643\u0645\u0627 \u064a\u062d\u062f\u062b \u062f\u0627\u062e\u0644 \u0643\u0628\u0631\u0649 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629.<\/p>\n<p data-start=\"574\" data-end=\"755\">\u062e\u0644\u0627\u0644 \u0623\u0643\u062b\u0631 \u0645\u0646 <strong data-start=\"587\" data-end=\"614\">60 \u0633\u0627\u0639\u0629 \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u062a\u0637\u0628\u064a\u0642\u064a\u0629<\/strong>\u060c \u0633\u062a\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629\u060c \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0648\u0627\u0642\u0639\u064a\u0629 \u062a\u062d\u0627\u0643\u064a \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644\u060c \u0648\u062a\u062e\u0631\u062c \u0628\u0645\u0644\u0641 \u0623\u0639\u0645\u0627\u0644 \u0627\u062d\u062a\u0631\u0627\u0641\u064a \u0648\u0634\u0647\u0627\u062f\u0627\u062a \u0642\u0648\u064a\u0629 \u062a\u0639\u0632\u0632 \u0641\u0631\u0635\u0643 \u0627\u0644\u0648\u0638\u064a\u0641\u064a\u0629 \u0645\u062d\u0644\u064a\u064b\u0627 \u0648\u0639\u0627\u0644\u0645\u064a\u064b\u0627.<\/p>\n<hr data-start=\"757\" data-end=\"760\" \/>\n<h2 data-start=\"762\" data-end=\"790\">\ud83d\udcda \u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u0639\u0633\u0643\u0631 \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a<\/h2>\n<h3 data-start=\"792\" data-end=\"824\">1\ufe0f\u20e3 \u0645\u0642\u062f\u0645\u0629 \u0625\u0644\u0649 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h3>\n<p data-start=\"825\" data-end=\"872\">\u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u062c\u0632\u0621 \u0633\u062a\u0628\u0646\u064a \u0627\u0644\u0623\u0633\u0627\u0633 \u0627\u0644\u0635\u062d\u064a\u062d \u0644\u0645\u0633\u0627\u0631\u0643 \u0627\u0644\u0645\u0647\u0646\u064a:<\/p>\n<ul data-start=\"874\" data-end=\"1189\">\n<li data-start=\"874\" data-end=\"951\">\n<p data-start=\"876\" data-end=\"951\">\u0645\u0627\u0647\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0623\u0646\u0648\u0627\u0639\u0647\u0627<br data-start=\"899\" data-end=\"902\" \/><em data-start=\"904\" data-end=\"951\">(Structured \u2013 Semi-Structured \u2013 Unstructured)<\/em><\/p>\n<\/li>\n<li data-start=\"952\" data-end=\"1039\">\n<p data-start=\"954\" data-end=\"1039\">\u062f\u0648\u0631\u0629 \u062d\u064a\u0627\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0627\u062e\u0644 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a:<br data-start=\"987\" data-end=\"990\" \/><strong data-start=\"992\" data-end=\"1039\">\u062c\u0645\u0639 \u2192 \u062a\u062e\u0632\u064a\u0646 \u2192 \u0645\u0639\u0627\u0644\u062c\u0629 \u2192 \u062a\u062d\u0644\u064a\u0644 \u2192 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631<\/strong><\/p>\n<\/li>\n<li data-start=\"1040\" data-end=\"1122\">\n<p data-start=\"1042\" data-end=\"1122\">\u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0623\u062f\u0648\u0627\u0631 \u0641\u0631\u064a\u0642 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<br data-start=\"1072\" data-end=\"1075\" \/>Data Engineer \u2013 Data Analyst \u2013 Data Scientist<\/p>\n<\/li>\n<li data-start=\"1123\" data-end=\"1189\">\n<p data-start=\"1125\" data-end=\"1189\">\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a <em data-start=\"1168\" data-end=\"1189\">(Modern Data Stack)<\/em><\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1191\" data-end=\"1256\">\ud83c\udfaf <strong data-start=\"1194\" data-end=\"1204\">Objective:<\/strong> \u062a\u0643\u0648\u064a\u0646 \u0631\u0624\u064a\u0629 \u0634\u0627\u0645\u0644\u0629 \u0644\u062f\u0648\u0631 \u0645\u0647\u0646\u062f\u0633 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0627\u062e\u0644 \u0623\u064a \u0645\u0624\u0633\u0633\u0629.<\/p>\n<hr data-start=\"1258\" data-end=\"1261\" \/>\n<h3 data-start=\"1263\" data-end=\"1296\">2\ufe0f\u20e3 \ud83d\udc0d Python \u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h3>\n<p data-start=\"1297\" data-end=\"1363\">Python \u0647\u064a \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0641\u0642\u0631\u064a \u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0633\u062a\u062a\u0639\u0644\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0639\u0645\u0644\u064a\u064b\u0627:<\/p>\n<ul data-start=\"1365\" data-end=\"1572\">\n<li data-start=\"1365\" data-end=\"1399\">\n<p data-start=\"1367\" data-end=\"1399\">\u0623\u0633\u0627\u0633\u064a\u0627\u062a Python \u0648\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/p>\n<\/li>\n<li data-start=\"1400\" data-end=\"1437\">\n<p data-start=\"1402\" data-end=\"1437\">\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u0644\u0641\u0627\u062a CSV \u0648JSON \u0648Excel<\/p>\n<\/li>\n<li data-start=\"1438\" data-end=\"1486\">\n<p data-start=\"1440\" data-end=\"1486\">\u062a\u0646\u0638\u064a\u0641 \u0648\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Pandas \u0648NumPy<\/p>\n<\/li>\n<li data-start=\"1487\" data-end=\"1538\">\n<p data-start=\"1489\" data-end=\"1538\">\u062c\u0644\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0639\u0628\u0631 APIs \u0648Web Scraping<\/p>\n<\/li>\n<li data-start=\"1539\" data-end=\"1572\">\n<p data-start=\"1541\" data-end=\"1572\">\u0643\u062a\u0627\u0628\u0629 \u0633\u0643\u0631\u0628\u062a\u0627\u062a \u0623\u062a\u0645\u062a\u0629 \u0644\u0645\u0647\u0627\u0645 ETL<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1574\" data-end=\"1643\">\ud83c\udfaf <strong data-start=\"1577\" data-end=\"1587\">Objective:<\/strong> \u0628\u0646\u0627\u0621 \u0623\u0633\u0627\u0633 \u0642\u0648\u064a \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python \u0641\u064a \u0623\u064a \u0645\u0634\u0631\u0648\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0642\u064a\u0642\u064a.<\/p>\n<hr data-start=\"1645\" data-end=\"1648\" \/>\n<h3 data-start=\"1650\" data-end=\"1672\">3\ufe0f\u20e3 \ud83d\udc27 Linux \u0648 Git<\/h3>\n<p data-start=\"1673\" data-end=\"1712\">\u0627\u0644\u0639\u0645\u0644 \u062f\u0627\u062e\u0644 \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0633\u064a\u0631\u0641\u0631 \u0648\u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0628\u062b\u0642\u0629:<\/p>\n<ul data-start=\"1714\" data-end=\"1845\">\n<li data-start=\"1714\" data-end=\"1755\">\n<p data-start=\"1716\" data-end=\"1755\">\u0623\u0648\u0627\u0645\u0631 Linux \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0648\u0627\u0644\u0635\u0644\u0627\u062d\u064a\u0627\u062a<\/p>\n<\/li>\n<li data-start=\"1756\" data-end=\"1789\">\n<p data-start=\"1758\" data-end=\"1789\">\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0633\u0643\u0631\u0628\u062a\u0627\u062a \u0648\u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0645\u0647\u0627\u0645<\/p>\n<\/li>\n<li data-start=\"1790\" data-end=\"1845\">\n<p data-start=\"1792\" data-end=\"1845\">\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Git \u0648GitHub \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062c\u0645\u0627\u0639\u064a<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1847\" data-end=\"1901\">\ud83c\udfaf <strong data-start=\"1850\" data-end=\"1860\">Objective:<\/strong> \u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f \u0644\u0644\u0639\u0645\u0644 \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629.<\/p>\n<hr data-start=\"1903\" data-end=\"1906\" \/>\n<h3 data-start=\"1908\" data-end=\"1945\">4\ufe0f\u20e3 \ud83d\udcbe \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a SQL \u0648 NoSQL<\/h3>\n<p data-start=\"1946\" data-end=\"1990\">\u0625\u062a\u0642\u0627\u0646 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u062e\u062a\u0644\u0641 \u0623\u0646\u0648\u0627\u0639 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/p>\n<ul data-start=\"1992\" data-end=\"2174\">\n<li data-start=\"1992\" data-end=\"2083\">\n<p data-start=\"1994\" data-end=\"2083\">SQL \u0645\u0646 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u062a\u0642\u062f\u0645<br data-start=\"2030\" data-end=\"2033\" \/><em data-start=\"2035\" data-end=\"2083\">(JOINs \u2013 Subqueries \u2013 Indexing \u2013 Optimization)<\/em><\/p>\n<\/li>\n<li data-start=\"2084\" data-end=\"2119\">\n<p data-start=\"2086\" data-end=\"2119\">\u062a\u0635\u0645\u064a\u0645 \u0642\u0648\u0627\u0639\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621<\/p>\n<\/li>\n<li data-start=\"2120\" data-end=\"2174\">\n<p data-start=\"2122\" data-end=\"2174\">\u0641\u0647\u0645 NoSQL \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 MongoDB \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0646\u0629<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2176\" data-end=\"2231\">\ud83c\udfaf <strong data-start=\"2179\" data-end=\"2189\">Objective:<\/strong> \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0643\u0641\u0627\u0621\u0629 \u0648\u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629.<\/p>\n<hr data-start=\"2233\" data-end=\"2236\" \/>\n<h3 data-start=\"2238\" data-end=\"2285\">5\ufe0f\u20e3 \ud83c\udfe2 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Warehousing)<\/h3>\n<p data-start=\"2286\" data-end=\"2315\">\u062a\u0646\u0638\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631:<\/p>\n<ul data-start=\"2317\" data-end=\"2470\">\n<li data-start=\"2317\" data-end=\"2336\">\n<p data-start=\"2319\" data-end=\"2336\">\u0645\u0641\u0627\u0647\u064a\u0645 ETL \u0648ELT<\/p>\n<\/li>\n<li data-start=\"2337\" data-end=\"2361\">\n<p data-start=\"2339\" data-end=\"2361\">\u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 OLTP \u0648OLAP<\/p>\n<\/li>\n<li data-start=\"2362\" data-end=\"2401\">\n<p data-start=\"2364\" data-end=\"2401\">\u062a\u0635\u0645\u064a\u0645 Star Schema \u0648Snowflake Schema<\/p>\n<\/li>\n<li data-start=\"2402\" data-end=\"2470\">\n<p data-start=\"2404\" data-end=\"2470\">\u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062b\u0644<br data-start=\"2434\" data-end=\"2437\" \/>BigQuery \u0648Redshift \u0648Snowflake<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2472\" data-end=\"2527\">\ud83c\udfaf <strong data-start=\"2475\" data-end=\"2485\">Objective:<\/strong> \u0628\u0646\u0627\u0621 \u0628\u064a\u0626\u0629 \u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0642\u0648\u064a\u0629 \u062a\u062e\u062f\u0645 \u0645\u062a\u062e\u0630\u064a \u0627\u0644\u0642\u0631\u0627\u0631.<\/p>\n<hr data-start=\"2529\" data-end=\"2532\" \/>\n<h3 data-start=\"2534\" data-end=\"2583\">6\ufe0f\u20e3 \u2728 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Hadoop \u0648 Spark<\/h3>\n<p data-start=\"2584\" data-end=\"2614\">\u0627\u0644\u062f\u062e\u0648\u0644 \u0644\u0639\u0627\u0644\u0645 Big Data \u0627\u0644\u062d\u0642\u064a\u0642\u064a:<\/p>\n<ul data-start=\"2616\" data-end=\"2745\">\n<li data-start=\"2616\" data-end=\"2663\">\n<p data-start=\"2618\" data-end=\"2663\">\u0645\u0643\u0648\u0646\u0627\u062a Hadoop<br data-start=\"2631\" data-end=\"2634\" \/><em data-start=\"2636\" data-end=\"2663\">(HDFS \u2013 YARN \u2013 MapReduce)<\/em><\/p>\n<\/li>\n<li data-start=\"2664\" data-end=\"2697\">\n<p data-start=\"2666\" data-end=\"2697\">\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Apache Spark \u0648PySpark<\/p>\n<\/li>\n<li data-start=\"2698\" data-end=\"2745\">\n<p data-start=\"2700\" data-end=\"2745\">\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Partitioning \u0648Caching<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2747\" data-end=\"2805\">\ud83c\udfaf <strong data-start=\"2750\" data-end=\"2760\">Objective:<\/strong> \u0645\u0639\u0627\u0644\u062c\u0629 \u0643\u0645\u064a\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0643\u0641\u0627\u0621\u0629 \u0639\u0627\u0644\u064a\u0629.<\/p>\n<hr data-start=\"2807\" data-end=\"2810\" \/>\n<h3 data-start=\"2812\" data-end=\"2838\">7\ufe0f\u20e3 \u2699\ufe0f Kafka \u0648 Airflow<\/h3>\n<p data-start=\"2839\" data-end=\"2883\">\u0628\u0646\u0627\u0621 \u062e\u0637\u0648\u0637 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 \u062a\u0639\u0645\u0644 \u0623\u0648\u062a\u0648\u0645\u0627\u062a\u064a\u0643\u064a\u064b\u0627:<\/p>\n<ul data-start=\"2885\" data-end=\"3013\">\n<li data-start=\"2885\" data-end=\"2926\">\n<p data-start=\"2887\" data-end=\"2926\">Apache Kafka \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0644\u062d\u0638\u064a\u0629<\/p>\n<\/li>\n<li data-start=\"2927\" data-end=\"2975\">\n<p data-start=\"2929\" data-end=\"2975\">Apache Airflow \u0644\u062c\u062f\u0648\u0644\u0629 \u0648\u0645\u0631\u0627\u0642\u0628\u0629 Data Pipelines<\/p>\n<\/li>\n<li data-start=\"2976\" data-end=\"3013\">\n<p data-start=\"2978\" data-end=\"3013\">\u0628\u0646\u0627\u0621 \u062d\u0644\u0648\u0644 End-to-End \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0648\u0633\u0639<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3015\" data-end=\"3077\">\ud83c\udfaf <strong data-start=\"3018\" data-end=\"3028\">Objective:<\/strong> \u062a\u0634\u063a\u064a\u0644 \u0623\u0646\u0638\u0645\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0633\u062a\u0642\u0631\u0629 \u0643\u0645\u0627 \u0641\u064a \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0643\u0628\u0631\u0649.<\/p>\n<hr data-start=\"3079\" data-end=\"3082\" \/>\n<h3 data-start=\"3084\" data-end=\"3111\">8\ufe0f\u20e3 \ud83e\udde9 Microsoft Fabric<\/h3>\n<p data-start=\"3112\" data-end=\"3153\">\u0627\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062c\u062f\u064a\u062f \u0645\u0646 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/p>\n<ul data-start=\"3155\" data-end=\"3294\">\n<li data-start=\"3155\" data-end=\"3198\">\n<p data-start=\"3157\" data-end=\"3198\">\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 Microsoft Fabric \u0643\u0645\u0646\u0635\u0629 \u0645\u0648\u062d\u062f\u0629<\/p>\n<\/li>\n<li data-start=\"3199\" data-end=\"3214\">\n<p data-start=\"3201\" data-end=\"3214\">\u0641\u0647\u0645 OneLake<\/p>\n<\/li>\n<li data-start=\"3215\" data-end=\"3248\">\n<p data-start=\"3217\" data-end=\"3248\">\u0627\u0644\u0639\u0645\u0644 \u0645\u0639 Lakehouse \u0648Warehouse<\/p>\n<\/li>\n<li data-start=\"3249\" data-end=\"3294\">\n<p data-start=\"3251\" data-end=\"3294\">\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Notebooks \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3296\" data-end=\"3370\">\ud83c\udfaf <strong data-start=\"3299\" data-end=\"3309\">Objective:<\/strong> \u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f \u0644\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u0623\u062d\u062f\u062b \u062a\u0642\u0646\u064a\u0627\u062a Microsoft \u0641\u064a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n<hr data-start=\"3372\" data-end=\"3375\" \/>\n<h3 data-start=\"3377\" data-end=\"3420\">9\ufe0f\u20e3 \ud83c\udfd7\ufe0f \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629<\/h3>\n<ul data-start=\"3421\" data-end=\"3537\">\n<li data-start=\"3421\" data-end=\"3455\">\n<p data-start=\"3423\" data-end=\"3455\">\u062a\u0635\u0645\u064a\u0645 \u062d\u0644\u0648\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0648\u0633\u0639<\/p>\n<\/li>\n<li data-start=\"3456\" data-end=\"3498\">\n<p data-start=\"3458\" data-end=\"3498\">\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u0628\u0646\u0627\u0621 \u0628\u0646\u064a\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u062d\u062f\u064a\u062b\u0629<\/p>\n<\/li>\n<li data-start=\"3499\" data-end=\"3537\">\n<p data-start=\"3501\" data-end=\"3537\">\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0628\u064a\u0646 \u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3539\" data-end=\"3598\">\ud83c\udfaf <strong data-start=\"3542\" data-end=\"3552\">Objective:<\/strong> \u0628\u0646\u0627\u0621 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a \u0627\u0644\u0635\u062d\u064a\u062d \u0644\u0645\u0647\u0646\u062f\u0633 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n<p><strong>\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u0639\u0633\u0643\u0631:<\/strong><\/p>\n<ul>\n<li><strong>\u062a\u062f\u0631\u064a\u0628 \u0645\u0643\u062b\u0641 \u0648\u0647\u062c\u064a\u0646<\/strong><strong> 60 <\/strong><strong>\u0633\u0627\u0639\u0629 \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0645\u0633\u062c\u0644\u0629 + \u0645\u062d\u0627\u0636\u0631\u0627\u062a \u0645\u0628\u0627\u0634\u0631\u0629 \u0623\u0633\u0628\u0648\u0639\u064a\u0627\u064b \u0644\u0645\u062f\u0629 \u0634\u0647\u0631 \u0643\u0627\u0645\u0644<\/strong><\/li>\n<li><strong>\u062f\u0639\u0645 \u0641\u0646\u064a \u0645\u0645\u062a\u062f<\/strong> <strong>\u0645\u062a\u0627\u0628\u0639\u0629 \u0645\u0633\u062a\u0645\u0631\u0629 \u0644\u0645\u062f\u0629 3 \u0634\u0647\u0648\u0631 \u0628\u0639\u062f \u0627\u0646\u062a\u0647\u0627\u0621 \u0627\u0644\u0645\u0639\u0633\u0643\u0631 \u0644\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0648\u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a<\/strong><\/li>\n<li><strong>\u062a\u0637\u0628\u064a\u0642 \u0639\u0645\u0644\u064a \u0634\u0627\u0645\u0644<\/strong> <strong>\u062a\u0646\u0641\u064a\u0630 \u0623\u0643\u062b\u0631 \u0645\u0646 <\/strong><strong>10<\/strong><strong> \u0645\u0634\u0627\u0631\u064a\u0639 <\/strong><\/li>\n<li><strong>\u062e\u0628\u0631\u0629 \u0639\u0645\u0644\u064a\u0629 \u062d\u0642\u064a\u0642\u064a\u0629<\/strong> <strong>\u0646\u062e\u0628\u0629 \u0645\u0646 \u0627\u0644\u0645\u062f\u0631\u0628\u064a\u0646 \u0628\u062e\u0628\u0631\u0629 \u062a\u062a\u062c\u0627\u0648\u0632 5 \u0633\u0646\u0648\u0627\u062a \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0627\u062e\u0644 \u0643\u0628\u0631\u0649 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0641\u064a \u0627\u0644\u0633\u0648\u0642 \u0627\u0644\u0633\u0639\u0648\u062f\u064a<\/strong><\/li>\n<li><strong>\u0627\u0644\u062a\u0623\u0647\u064a\u0644 \u0627\u0644\u0648\u0638\u064a\u0641\u064a<\/strong> <strong>\u0628\u0646\u0627\u0621 \u0645\u0639\u0631\u0636 \u0623\u0639\u0645\u0627\u0644<\/strong><strong> Portfolio <\/strong><strong>\u0644\u0639\u0631\u0636\u0647 \u0639\u0644\u0649 \u0634\u0628\u0643\u0629 \u0634\u0631\u0643\u0627\u0626\u0646\u0627 \u0641\u064a \u0627\u0644\u062a\u0648\u0638\u064a\u0641<\/strong><\/li>\n<li><strong>An internship opportunity at<\/strong><strong> IBM <\/strong><strong>\u0641\u0631\u0635\u0629 \u062d\u0635\u0631\u064a\u0629 \u0644\u0623\u0635\u062d\u0627\u0628 \u0623\u0639\u0644\u0649 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0628\u0639\u062f \u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u062e\u062a\u064a\u0627\u0631\u064a \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0641\u064a \u0634\u0631\u0643\u0629<\/strong><strong> IBM<\/strong><\/li>\n<li><strong>\u062a\u062c\u0647\u064a\u0632 \u0643\u0627\u0645\u0644 \u0644\u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644<\/strong> <strong>\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0633\u064a\u0631\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0645\u0646 \u0627\u0644\u0635\u0641\u0631\u060c \u062a\u062d\u0633\u064a\u0646 \u0645\u0644\u0641<\/strong><strong> LinkedIn<\/strong><strong>\u060c \u0648\u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 \u0642\u0628\u0644 \u0627\u0644\u062a\u0642\u062f\u064a\u0645 \u0639\u0644\u0649 \u0627\u0644\u0641\u0631\u0635<\/strong><\/li>\n<li><strong>\u062f\u0639\u0645 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u062f\u0648\u0644\u064a\u0629<\/strong> <strong>\u062e\u0635\u0645 60% \u0639\u0644\u0649 \u0627\u0645\u062a\u062d\u0627\u0646<\/strong><strong> Microsoft <\/strong><strong>\u0627\u0644\u0631\u0633\u0645\u064a \u0648\u062e\u0635\u0645 100% \u0644\u0644\u0645\u062a\u0641\u0648\u0642\u064a\u0646<\/strong><\/li>\n<li><strong>Limited number<\/strong> <strong>\u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u062a\u062a\u0643\u0648\u0646 \u0645\u0646 30 \u0625\u0644\u0649 40 \u0645\u062a\u062f\u0631\u0628\u0627\u064b \u0644\u0636\u0645\u0627\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0634\u0631\u062d \u0648\u0627\u0644\u0645\u062a\u0627\u0628\u0639\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0644\u0643\u0644 \u0645\u062a\u062f\u0631\u0628<\/strong><\/li>\n<li><strong>\u0645\u0631\u0648\u0646\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645<\/strong> <strong>\u0648\u0635\u0648\u0644 \u0645\u062c\u0627\u0646\u064a \u0644\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u0633\u062c\u0644 \u0644\u0645\u062f\u0629 \u0639\u0627\u0645 \u0643\u0627\u0645\u0644 \u0645\u0639 \u062a\u062d\u062f\u064a\u062b \u0643\u0644 3 \u0623\u0634\u0647\u0631\u060c \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u062a\u062c\u062f\u064a\u062f \u0627\u0644\u0633\u0646\u0648\u064a \u0628\u0631\u0633\u0648\u0645 \u0631\u0645\u0632\u064a\u0629 50 \u0631\u064a\u0627\u0644 \u0641\u0642\u0637<\/strong><\/li>\n<\/ul>\n<p><strong>\ud83c\udf81<\/strong><strong>A special gift<\/strong> <strong>\u0628\u0631\u0646\u0627\u0645\u062c \u0625\u0636\u0627\u0641\u064a \u0645\u062c\u0627\u0646\u064a \u0645\u0633\u062c\u0644<\/strong><strong> &#8220;<\/strong><strong>\u062f\u0648\u0631\u0629 \u0631\u0627\u0626\u062f \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong><strong>&#8221; <\/strong><strong>\u062a\u0634\u0645\u0644 \u0625\u0639\u062f\u0627\u062f \u062f\u0631\u0627\u0633\u0629 \u062c\u062f\u0648\u0649 + \u0625\u0646\u0634\u0627\u0621 \u062a\u0637\u0628\u064a\u0642 + \u062a\u0623\u0633\u064a\u0633 \u0634\u0631\u0643\u062a\u0643 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <\/strong><strong>AI<\/strong><\/p>\n<hr data-start=\"3928\" data-end=\"3931\" \/>\n<h2 data-start=\"3933\" data-end=\"3967\">\ud83d\udcc1 Practical projects (Portfolio)<\/h2>\n<ul data-start=\"3968\" data-end=\"4092\">\n<li data-start=\"3968\" data-end=\"4008\">\n<p data-start=\"3970\" data-end=\"4008\">More than <strong data-start=\"3978\" data-end=\"4006\">10 \u0645\u0634\u0627\u0631\u064a\u0639 \u062a\u0637\u0628\u064a\u0642\u064a\u0629 \u0648\u0627\u0642\u0639\u064a\u0629<\/strong><\/p>\n<\/li>\n<li data-start=\"4009\" data-end=\"4055\">\n<p data-start=\"4011\" data-end=\"4055\">\u0645\u0634\u0627\u0631\u064a\u0639 \u062a\u062d\u0627\u0643\u064a \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u062f\u0627\u062e\u0644 \u0627\u0644\u0634\u0631\u0643\u0627\u062a<\/p>\n<\/li>\n<li data-start=\"4056\" data-end=\"4092\">\n<p data-start=\"4058\" data-end=\"4092\">Portfolio \u0627\u062d\u062a\u0631\u0627\u0641\u064a \u064a\u0639\u0632\u0632 \u0641\u0631\u0635 \u0627\u0644\u062a\u0648\u0638\u064a\u0641<\/p>\n<\/li>\n<\/ul>\n<hr data-start=\"4094\" data-end=\"4097\" \/>\n<h2 data-start=\"4099\" data-end=\"4129\">\ud83c\udfc6 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u0635\u0644 \u0639\u0644\u064a\u0647\u0627<\/h2>\n<ul data-start=\"4130\" data-end=\"4475\">\n<li data-start=\"4130\" data-end=\"4201\">\n<p data-start=\"4132\" data-end=\"4201\">Certified certificate from <strong data-start=\"4148\" data-end=\"4173\">AtharHub Academy\u00a0 <\/strong>In partnership with <strong data-start=\"4186\" data-end=\"4199\">Microsoft<\/strong><\/p>\n<\/li>\n<li data-start=\"4202\" data-end=\"4269\">\n<p data-start=\"4204\" data-end=\"4269\">Certified certificate from <strong data-start=\"4220\" data-end=\"4245\">AtharHub Academy\u00a0 <\/strong>In partnership with <strong data-start=\"4258\" data-end=\"4267\">Cisco<\/strong><\/p>\n<\/li>\n<li data-start=\"4270\" data-end=\"4309\">\n<p data-start=\"4272\" data-end=\"4309\">\u0634\u0647\u0627\u062f\u0629 \u0625\u062a\u0645\u0627\u0645 \u0627\u0644\u0645\u0639\u0633\u0643\u0631 \u0645\u0646 \u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0623\u062b\u0631<\/p>\n<\/li>\n<li data-start=\"4310\" data-end=\"4356\">\n<p data-start=\"4312\" data-end=\"4356\">\u0627\u0644\u062a\u0623\u0647\u064a\u0644 \u0644\u0627\u062c\u062a\u064a\u0627\u0632 \u0634\u0647\u0627\u062f\u0629 <strong data-start=\"4334\" data-end=\"4354\">Microsoft DP-700<\/strong><\/p>\n<\/li>\n<li data-start=\"4357\" data-end=\"4399\">\n<p data-start=\"4359\" data-end=\"4399\">More than <strong data-start=\"4367\" data-end=\"4397\">20 Badge \u0631\u0633\u0645\u064a \u0645\u0646 Microsoft<\/strong><\/p>\n<\/li>\n<li data-start=\"4400\" data-end=\"4432\">\n<p data-start=\"4402\" data-end=\"4432\">Official nomination letter from Microsoft<\/p>\n<\/li>\n<li data-start=\"4433\" data-end=\"4475\">\n<p data-start=\"4435\" data-end=\"4475\">\u0634\u0647\u0627\u062f\u0629 \u062a\u0648\u062b\u064a\u0642 \u0633\u0627\u0639\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0645\u0646 Microsoft<\/p>\n<\/li>\n<\/ul>\n<hr data-start=\"4590\" data-end=\"4593\" \/>\n<h2 data-start=\"4595\" data-end=\"4615\">\u2753 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/h2>\n<p data-start=\"4617\" data-end=\"4695\"><strong data-start=\"4617\" data-end=\"4648\">Is the camp suitable for beginners<\/strong><br data-start=\"4648\" data-end=\"4651\" \/>\u0646\u0639\u0645\u060c \u064a\u0628\u062f\u0623 \u0645\u0646 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0648\u0644\u0627 \u064a\u062a\u0637\u0644\u0628 \u062e\u0628\u0631\u0629 \u0645\u0633\u0628\u0642\u0629.<\/p>\n<p data-start=\"4697\" data-end=\"4783\"><strong data-start=\"4697\" data-end=\"4720\">\u0647\u0644 \u064a\u0648\u062c\u062f \u062a\u0637\u0628\u064a\u0642 \u0639\u0645\u0644\u064a\u061f<\/strong><br data-start=\"4720\" data-end=\"4723\" \/>\u0646\u0639\u0645\u060c \u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u062d\u0627\u0648\u0631 \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0645\u0634\u0627\u0631\u064a\u0639 \u062d\u0642\u064a\u0642\u064a\u0629 \u062a\u064f\u0636\u0627\u0641 \u0625\u0644\u0649 Portfolio.<\/p>\n<p data-start=\"4785\" data-end=\"4805\"><strong data-start=\"4785\" data-end=\"4805\">\u0644\u0645\u0646 \u0647\u0630\u0627 \u0627\u0644\u0645\u0639\u0633\u0643\u0631\u061f<\/strong><\/p>\n<ul data-start=\"4806\" data-end=\"4919\">\n<li data-start=\"4806\" data-end=\"4850\">\n<p data-start=\"4808\" data-end=\"4850\">\u0627\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u0627\u0644\u0631\u0627\u063a\u0628\u064a\u0646 \u0641\u064a \u062f\u062e\u0648\u0644 \u0645\u062c\u0627\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/p>\n<\/li>\n<li data-start=\"4851\" data-end=\"4919\">\n<p data-start=\"4853\" data-end=\"4919\">\u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0648\u0645\u062d\u0644\u0644\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0631\u0627\u063a\u0628\u064a\u0646 \u0641\u064a \u0627\u0644\u062a\u062d\u0648\u0644 \u0625\u0644\u0649 Data Engineering<\/p>\n<\/li>\n<\/ul>\n<hr data-start=\"4921\" data-end=\"4924\" \/>\n<h2 data-start=\"4926\" data-end=\"4947\">\ud83d\ude80 \u0627\u0628\u062f\u0623 \u0631\u062d\u0644\u062a\u0643 \u0627\u0644\u0622\u0646<\/h2>\n<p data-start=\"4948\" data-end=\"5032\">Register now at <strong data-start=\"4961\" data-end=\"5000\">Professional camp in data engineering<\/strong> \u0648\u0627\u0628\u062f\u0623 \u0628\u0646\u0627\u0621 \u0645\u0633\u062a\u0642\u0628\u0644\u0643 \u0627\u0644\u0645\u0647\u0646\u064a \u0628\u062b\u0642\u0629.<\/p>\n<p data-start=\"5034\" data-end=\"5107\">\u26a0\ufe0f <strong data-start=\"5037\" data-end=\"5077\">\u0627\u0644\u0645\u0642\u0627\u0639\u062f \u0645\u062d\u062f\u0648\u062f\u0629 (30 \u0645\u062a\u062f\u0631\u0628 \u0641\u0642\u0637 \u0634\u0647\u0631\u064a\u064b\u0627)<\/strong> \u0644\u0636\u0645\u0627\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u0645\u062a\u0627\u0628\u0639\u0629.<\/p>","protected":false},"excerpt":{"rendered":"<h2 data-start=\"234\" data-end=\"277\">\ud83e\udded \u0627\u0644\u0645\u0639\u0633\u0643\u0631 \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641\u064a \u0641\u064a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h2>\n<h3 data-start=\"278\" data-end=\"356\">\ud83d\ude80 \u0627\u0644\u0637\u0631\u064a\u0642 \u0627\u0644\u0623\u0633\u0631\u0639 \u0644\u062a\u0635\u0628\u062d \u0645\u0647\u0646\u062f\u0633 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u062a\u0631\u0641 \u0648\u062c\u0627\u0647\u0632 \u0644\u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u062d\u0644\u064a \u0648\u0627\u0644\u0639\u0627\u0644\u0645\u064a<\/h3>\n<p data-start=\"358\" data-end=\"551\">\u0627\u0644\u0645\u0639\u0633\u0643\u0631 \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641\u064a \u0641\u064a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0648 \u0628\u0631\u0646\u0627\u0645\u062c \u062a\u062f\u0631\u064a\u0628\u064a \u0645\u0643\u062b\u0651\u0641 \u0648\u0645\u062a\u0643\u0627\u0645\u0644\u060c \u064a\u0623\u062e\u0630\u0643 <strong data-start=\"432\" data-end=\"501\">\u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629 \u0645\u0646 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0648\u062d\u062a\u0649 \u0628\u0646\u0627\u0621 \u0623\u0646\u0638\u0645\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0643\u0627\u0645\u0644\u0629 End-to-End<\/strong> \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062d\u062f\u062b \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0627\u0644\u0645\u064a\u064b\u0627.<\/p>\n<p data-start=\"553\" data-end=\"670\">\u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u0639\u0633\u0643\u0631 \u0628\u0639\u0646\u0627\u064a\u0629 \u0644\u064a\u0644\u0628\u0651\u064a \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a <strong data-start=\"605\" data-end=\"630\">Saudi Arabia, the Gulf and Egypt<\/strong>\u060c \u0648\u064a\u0624\u0647\u0644\u0643 \u0644\u0644\u0639\u0645\u0644 \u0641\u064a \u0623\u062f\u0648\u0627\u0631 \u0645\u0637\u0644\u0648\u0628\u0629 \u0628\u0634\u062f\u0629 \u0645\u062b\u0644:<\/p>\n<ul data-start=\"672\" data-end=\"850\">\n<li data-start=\"672\" data-end=\"714\">\n<p data-start=\"674\" data-end=\"714\">\ud83e\uddd1\u200d\ud83d\udcbb <strong data-start=\"680\" data-end=\"712\">Data Engineer<\/strong><\/p>\n<\/li>\n<li data-start=\"715\" data-end=\"767\">\n<p data-start=\"717\" data-end=\"767\">\ud83d\udcca <strong data-start=\"720\" data-end=\"765\">\u0645\u062d\u0644\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0642\u062f\u0645 (Advanced Data Analyst)<\/strong><\/p>\n<\/li>\n<li data-start=\"768\" data-end=\"816\">\n<p data-start=\"770\" data-end=\"816\">\ud83e\udde0 <strong data-start=\"773\" data-end=\"814\">\u0645\u0647\u0646\u062f\u0633 \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u062e\u0645\u0629 (Big Data Engineer)<\/strong><\/p>\n<\/li>\n<li data-start=\"817\" data-end=\"850\">\n<p data-start=\"819\" data-end=\"850\">\u2601\ufe0f <strong data-start=\"822\" data-end=\"850\">\u0645\u0647\u0646\u062f\u0633 \u062d\u0644\u0648\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0633\u062d\u0627\u0628\u064a\u0629<\/strong><\/p>\n<\/li>\n<\/ul>\n<p data-start=\"852\" data-end=\"1003\">\u0627\u0644\u0645\u0639\u0633\u0643\u0631 \u064a\u062c\u0645\u0639 \u0628\u064a\u0646 <strong data-start=\"869\" data-end=\"943\">\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0639\u0645\u0644\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a\u060c \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629\u060c \u0648\u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u062f\u0648\u0644\u064a\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629<\/strong> \u0644\u064a\u0645\u0646\u062d\u0643 \u0645\u0647\u0627\u0631\u0627\u062a \u062d\u0642\u064a\u0642\u064a\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0648\u0638\u064a\u0641 \u0641\u0648\u0631\u064b\u0627 \u0641\u064a \u0633\u0648\u0642 \u0633\u0631\u064a\u0639 \u0627\u0644\u0646\u0645\u0648.<\/p>\n<p data-start=\"1005\" data-end=\"1137\">\u23f1\ufe0f <strong data-start=\"1008\" data-end=\"1033\">Total training hours:<\/strong> More than <strong data-start=\"1042\" data-end=\"1068\">60 hours of intensive training<\/strong><br data-start=\"1068\" data-end=\"1071\" \/>(\u062c\u0644\u0633\u0627\u062a \u0645\u0628\u0627\u0634\u0631\u0629 + \u0645\u0634\u0627\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 + \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0627\u0642\u0639\u064a\u0629 + \u0645\u062d\u062a\u0648\u0649 \u0645\u0633\u062c\u0651\u0644 \u0645\u0631\u062c\u0639\u064a)<\/p>\n<hr data-start=\"1139\" data-end=\"1142\" \/>\n<h2 data-start=\"1144\" data-end=\"1194\">\ud83d\udfe6 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0623\u0648\u0644\u0649: \u0645\u062f\u062e\u0644 \u0625\u0644\u0649 \u0639\u0627\u0644\u0645 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h2>\n<p data-start=\"1195\" data-end=\"1264\">\u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062a\u0623\u0633\u064a\u0633\u064a\u0629 \u0633\u062a\u0628\u0646\u064a \u0627\u0644\u0641\u0647\u0645 \u0627\u0644\u0635\u062d\u064a\u062d \u0644\u0645\u0646\u0638\u0648\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u062f\u064a\u062b\u0629:<\/p>\n<ul data-start=\"1266\" data-end=\"1553\">\n<li data-start=\"1266\" data-end=\"1343\">\n<p data-start=\"1268\" data-end=\"1343\">\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (\u0645\u0646\u0638\u0645\u0629 \u2013 \u0634\u0628\u0647 \u0645\u0646\u0638\u0645\u0629 \u2013 \u063a\u064a\u0631 \u0645\u0646\u0638\u0645\u0629) \u0648\u062f\u0648\u0631\u0629 \u062d\u064a\u0627\u062a\u0647\u0627 \u062f\u0627\u062e\u0644 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a<\/p>\n<\/li>\n<li data-start=\"1344\" data-end=\"1396\">\n<p data-start=\"1346\" data-end=\"1396\">\u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0648\u0627\u062c\u0647 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0639 \u062a\u0636\u062e\u0645 \u062d\u062c\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/p>\n<\/li>\n<li data-start=\"1397\" data-end=\"1480\">\n<p data-start=\"1399\" data-end=\"1480\">\u062f\u0648\u0631 \u0645\u0647\u0646\u062f\u0633 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0627\u062e\u0644 \u0641\u0631\u0642 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0645\u062d\u0644\u0644\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0639\u0644\u0645\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/p>\n<\/li>\n<li data-start=\"1481\" data-end=\"1553\">\n<p data-start=\"1483\" data-end=\"1553\">\u0646\u0638\u0631\u0629 \u0639\u0645\u0644\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a <em data-start=\"1530\" data-end=\"1551\">(Modern Data Stack)<\/em><\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1555\" data-end=\"1620\">\ud83c\udfaf <strong data-start=\"1558\" data-end=\"1568\">Objective:<\/strong> \u062a\u0643\u0648\u064a\u0646 \u0631\u0624\u064a\u0629 \u0634\u0627\u0645\u0644\u0629 \u0644\u062f\u0648\u0631\u0643 \u0643\u0645\u0647\u0646\u062f\u0633 \u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0627\u062e\u0644 \u0623\u064a \u0645\u0624\u0633\u0633\u0629.<\/p>\n<hr data-start=\"1622\" data-end=\"1625\" \/>\n<h2 data-start=\"1627\" data-end=\"1673\">\ud83d\udc0d \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629: \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python<\/h2>\n<p data-start=\"1674\" data-end=\"1745\">\u0633\u062a\u062a\u0639\u0644\u0651\u0645 \u0644\u063a\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u064b\u0627 \u0641\u064a \u0639\u0627\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062a\u0635\u0628\u062d \u0642\u0627\u062f\u0631\u064b\u0627 \u0639\u0644\u0649:<\/p>\n<ul data-start=\"1747\" data-end=\"1956\">\n<li data-start=\"1747\" data-end=\"1794\">\n<p data-start=\"1749\" data-end=\"1794\">\u0643\u062a\u0627\u0628\u0629 \u0633\u0643\u0631\u0628\u062a\u0627\u062a \u0644\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062a\u0639\u062f\u062f\u0629<\/p>\n<\/li>\n<li data-start=\"1795\" data-end=\"1833\">\n<p data-start=\"1797\" data-end=\"1833\">\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629<\/p>\n<\/li>\n<li data-start=\"1834\" data-end=\"1882\">\n<p data-start=\"1836\" data-end=\"1882\">\u062a\u0646\u0638\u064a\u0641 \u0648\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Pandas \u0648NumPy<\/p>\n<\/li>\n<li data-start=\"1883\" data-end=\"1956\">\n<p data-start=\"1885\" data-end=\"1956\">\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u064a\u0629 (APIs) \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Web Scraping \u0644\u062c\u0644\u0628 \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0642\u0639\u064a\u0629<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1958\" data-end=\"2020\">\ud83c\udfaf <strong data-start=\"1961\" data-end=\"1971\">Objective:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python \u0644\u0628\u0646\u0627\u0621 \u0623\u0633\u0627\u0633 \u0623\u064a \u0645\u0634\u0631\u0648\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0642\u064a\u0642\u064a.<\/p>\n<hr data-start=\"2022\" data-end=\"2025\" \/>\n<h2 data-start=\"2027\" data-end=\"2061\">\ud83e\uddf0 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u0627\u0644\u062b\u0629: Linux \u0648 Git<\/h2>\n<p data-start=\"2062\" data-end=\"2125\">\u0633\u062a\u062a\u0642\u0646 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0645\u0647\u0646\u062f\u0633\u0648 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062d\u062a\u0631\u0641\u0648\u0646:<\/p>\n<ul data-start=\"2127\" data-end=\"2245\">\n<li data-start=\"2127\" data-end=\"2184\">\n<p data-start=\"2129\" data-end=\"2184\">\u0627\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u0623\u0646\u0638\u0645\u0629 Linux \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0648\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0633\u0643\u0631\u0628\u062a\u0627\u062a<\/p>\n<\/li>\n<li data-start=\"2185\" data-end=\"2245\">\n<p data-start=\"2187\" data-end=\"2245\">\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Git \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0641\u064a \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2247\" data-end=\"2310\">\ud83c\udfaf <strong data-start=\"2250\" data-end=\"2260\">Objective:<\/strong> \u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f \u0627\u0644\u0643\u0627\u0645\u0644 \u0644\u0644\u0639\u0645\u0644 \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0633\u064a\u0631\u0641\u0631 \u0648\u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/p>\n<hr data-start=\"2312\" data-end=\"2315\" \/>\n<h2 data-start=\"2317\" data-end=\"2366\">\ud83e\uddee \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0631\u0627\u0628\u0639\u0629: \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a SQL \u0648 NoSQL<\/h2>\n<p data-start=\"2367\" data-end=\"2419\">\u0633\u062a\u0635\u0628\u062d \u0645\u062a\u0645\u0643\u0646\u064b\u0627 \u0645\u0646 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629:<\/p>\n<ul data-start=\"2421\" data-end=\"2612\">\n<li data-start=\"2421\" data-end=\"2513\">\n<p data-start=\"2423\" data-end=\"2513\">SQL \u0645\u0646 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u062a\u0642\u062f\u0645<br data-start=\"2459\" data-end=\"2462\" \/><em data-start=\"2464\" data-end=\"2511\">(JOIN \u2013 Subqueries \u2013 Indexing \u2013 Optimization)<\/em><\/p>\n<\/li>\n<li data-start=\"2514\" data-end=\"2549\">\n<p data-start=\"2516\" data-end=\"2549\">\u062a\u0635\u0645\u064a\u0645 \u0642\u0648\u0627\u0639\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621<\/p>\n<\/li>\n<li data-start=\"2550\" data-end=\"2612\">\n<p data-start=\"2552\" data-end=\"2612\">NoSQL: \u0641\u0647\u0645 MongoDB \u0648\u0628\u0646\u0627\u0621 \u062d\u0644\u0648\u0644 \u0645\u0631\u0646\u0629 \u0648\u0633\u0631\u064a\u0639\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2614\" data-end=\"2669\">\ud83c\udfaf <strong data-start=\"2617\" data-end=\"2627\">Objective:<\/strong> \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0643\u0641\u0627\u0621\u0629 \u0648\u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629.<\/p>\n<hr data-start=\"2671\" data-end=\"2674\" \/>\n<h2 data-start=\"2676\" data-end=\"2716\">\ud83c\udfd7\ufe0f \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062e\u0627\u0645\u0633\u0629: Data Warehousing<\/h2>\n<p data-start=\"2717\" data-end=\"2779\">\u062a\u0639\u0644\u0645 \u0628\u0646\u0627\u0621 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 \u062a\u062f\u0639\u0645 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631:<\/p>\n<ul data-start=\"2781\" data-end=\"2927\">\n<li data-start=\"2781\" data-end=\"2818\">\n<p data-start=\"2783\" data-end=\"2818\">\u0645\u0641\u0627\u0647\u064a\u0645 ETL \u0648ELT \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a<\/p>\n<\/li>\n<li data-start=\"2819\" data-end=\"2858\">\n<p data-start=\"2821\" data-end=\"2858\">\u062a\u0635\u0645\u064a\u0645 Star Schema \u0648Snowflake Schema<\/p>\n<\/li>\n<li data-start=\"2859\" data-end=\"2927\">\n<p data-start=\"2861\" data-end=\"2927\">\u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062b\u0644<br data-start=\"2891\" data-end=\"2894\" \/>BigQuery \u0648Redshift \u0648Snowflake<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2929\" data-end=\"2990\">\ud83c\udfaf <strong data-start=\"2932\" data-end=\"2942\">Objective:<\/strong> \u0628\u0646\u0627\u0621 \u0628\u064a\u0626\u0629 \u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0642\u0648\u064a\u0629 \u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0624\u0633\u0633\u064a.<\/p>\n<hr data-start=\"2992\" data-end=\"2995\" \/>\n<h2 data-start=\"2997\" data-end=\"3059\">\ud83e\udde0 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0633\u0627\u062f\u0633\u0629: \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Hadoop \u0648 Spark<\/h2>\n<p data-start=\"3060\" data-end=\"3107\">\u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0633\u062a\u062f\u062e\u0644 \u0639\u0627\u0644\u0645 \u0627\u0644\u0640 Big Data \u0627\u0644\u062d\u0642\u064a\u0642\u064a:<\/p>\n<ul data-start=\"3109\" data-end=\"3276\">\n<li data-start=\"3109\" data-end=\"3169\">\n<p data-start=\"3111\" data-end=\"3169\">\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0645\u0646\u0638\u0648\u0645\u0629 Hadoop<br data-start=\"3135\" data-end=\"3138\" \/><em data-start=\"3140\" data-end=\"3167\">(HDFS \u2013 YARN \u2013 MapReduce)<\/em><\/p>\n<\/li>\n<li data-start=\"3170\" data-end=\"3228\">\n<p data-start=\"3172\" data-end=\"3228\">\u0627\u0633\u062a\u062e\u062f\u0627\u0645 PySpark \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0648\u062a\u062d\u0644\u064a\u0644 \u0643\u0645\u064a\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/p>\n<\/li>\n<li data-start=\"3229\" data-end=\"3276\">\n<p data-start=\"3231\" data-end=\"3276\">\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Partitioning \u0648Caching<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3278\" data-end=\"3352\">\ud83c\udfaf <strong data-start=\"3281\" data-end=\"3291\">Objective:<\/strong> \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u062e\u0645\u0629 \u0644\u0627 \u062a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627.<\/p>\n<hr data-start=\"3354\" data-end=\"3357\" \/>\n<h2 data-start=\"3359\" data-end=\"3397\">\ud83d\udd04 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0633\u0627\u0628\u0639\u0629: Kafka \u0648 Airflow<\/h2>\n<p data-start=\"3398\" data-end=\"3443\">\u0633\u062a\u062a\u0639\u0644\u0651\u0645 \u0628\u0646\u0627\u0621 \u062e\u0637\u0648\u0637 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 End-to-End:<\/p>\n<ul data-start=\"3445\" data-end=\"3629\">\n<li data-start=\"3445\" data-end=\"3508\">\n<p data-start=\"3447\" data-end=\"3508\">Kafka: \u0628\u062b \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0632\u0645\u0646 \u0627\u0644\u062d\u0642\u064a\u0642\u064a <em data-start=\"3483\" data-end=\"3506\">(Real-Time Streaming)<\/em><\/p>\n<\/li>\n<li data-start=\"3509\" data-end=\"3564\">\n<p data-start=\"3511\" data-end=\"3564\">Airflow: \u062c\u062f\u0648\u0644\u0629 \u0648\u062a\u0646\u0638\u064a\u0645 \u0645\u0647\u0627\u0645 ETL \u0648\u0628\u0646\u0627\u0621 Data Pipelines<\/p>\n<\/li>\n<li data-start=\"3565\" data-end=\"3629\">\n<p data-start=\"3567\" data-end=\"3629\">\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0648\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0625\u0644\u0649 \u0645\u0646\u0638\u0648\u0645\u0627\u062a \u0645\u0631\u0646\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0648\u0633\u0639<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3631\" data-end=\"3703\">\ud83c\udfaf <strong data-start=\"3634\" data-end=\"3644\">Objective:<\/strong> \u062a\u0634\u063a\u064a\u0644 \u0623\u0646\u0638\u0645\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0633\u062a\u0642\u0631\u0629 \u0645\u062b\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0643\u0628\u0631\u0649.<\/p>\n<hr data-start=\"3705\" data-end=\"3708\" \/>\n<h2 data-start=\"3710\" data-end=\"3749\">\ud83e\udde9 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u0627\u0645\u0646\u0629: Microsoft Fabric<\/h2>\n<p data-start=\"3750\" data-end=\"3804\">\u0627\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062c\u062f\u064a\u062f \u0645\u0646 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 Microsoft:<\/p>\n<ul data-start=\"3806\" data-end=\"3960\">\n<li data-start=\"3806\" data-end=\"3858\">\n<p data-start=\"3808\" data-end=\"3858\">\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 Microsoft Fabric \u0643\u0645\u0646\u0635\u0629 \u0645\u0648\u062d\u062f\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/p>\n<\/li>\n<li data-start=\"3859\" data-end=\"3880\">\n<p data-start=\"3861\" data-end=\"3880\">\u0641\u0647\u0645 \u0645\u0641\u0647\u0648\u0645 OneLake<\/p>\n<\/li>\n<li data-start=\"3881\" data-end=\"3914\">\n<p data-start=\"3883\" data-end=\"3914\">\u0627\u0644\u0639\u0645\u0644 \u0645\u0639 Lakehouse \u0648Warehouse<\/p>\n<\/li>\n<li data-start=\"3915\" data-end=\"3960\">\n<p data-start=\"3917\" data-end=\"3960\">\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Notebooks \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3962\" data-end=\"4036\">\ud83c\udfaf <strong data-start=\"3965\" data-end=\"3975\">Objective:<\/strong> \u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f \u0644\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u0623\u062d\u062f\u062b \u062a\u0642\u0646\u064a\u0627\u062a Microsoft \u0641\u064a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n<hr data-start=\"4038\" data-end=\"4041\" \/>\n<h2 data-start=\"4043\" data-end=\"4077\">\ud83e\uddea Practical projects (Portfolio)<\/h2>\n<p data-start=\"4078\" data-end=\"4175\">During the camp will be carried out <strong data-start=\"4098\" data-end=\"4133\">\u0623\u0643\u062b\u0631 \u0645\u0646 10 \u0645\u0634\u0627\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u0645\u062a\u0643\u0627\u0645\u0644\u0629<\/strong> \u062a\u063a\u0637\u064a \u062c\u0645\u064a\u0639 \u0645\u0631\u0627\u062d\u0644 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0645\u0646 \u0628\u064a\u0646\u0647\u0627:<\/p>\n<ul data-start=\"4177\" data-end=\"4384\">\n<li data-start=\"4177\" data-end=\"4233\">\n<p data-start=\"4179\" data-end=\"4233\">\ud83d\uddc4\ufe0f \u0628\u0646\u0627\u0621 \u0645\u0633\u062a\u0648\u062f\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0643\u0627\u0645\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0642\u064a\u0642\u064a\u0629<\/p>\n<\/li>\n<li data-start=\"4234\" data-end=\"4296\">\n<p data-start=\"4236\" data-end=\"4296\">\ud83d\udd04 \u0625\u0646\u0634\u0627\u0621 Data Pipeline \u0643\u0627\u0645\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Airflow \u0648Spark \u0648Kafka<\/p>\n<\/li>\n<li data-start=\"4297\" data-end=\"4336\">\n<p data-start=\"4299\" data-end=\"4336\">\ud83d\udcca \u0645\u0639\u0627\u0644\u062c\u0629 \u0648\u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u062e\u0645\u0629 \u0648\u0627\u0642\u0639\u064a\u0629<\/p>\n<\/li>\n<li data-start=\"4337\" data-end=\"4384\">\n<p data-start=\"4339\" data-end=\"4384\">\ud83d\udc0d \u0628\u0646\u0627\u0621 \u0633\u0643\u0631\u0628\u062a\u0627\u062a Python \u0644\u062c\u0644\u0628 \u0648\u062a\u062d\u0636\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4386\" data-end=\"4504\">\u0643\u0644 \u0645\u0634\u0631\u0648\u0639 \u064a\u062d\u0627\u0643\u064a \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0648\u064a\u064f\u0636\u0627\u0641 \u0645\u0628\u0627\u0634\u0631\u0629 \u0625\u0644\u0649 <strong data-start=\"4445\" data-end=\"4471\">Your business file (Portfolio)<\/strong> \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u0627\u062a \u0627\u0644\u0648\u0638\u064a\u0641\u064a\u0629.<\/p>\n<hr data-start=\"4506\" data-end=\"4509\" \/>\n<h2 data-start=\"4511\" data-end=\"4544\">\ud83c\udfc5 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0648\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629<\/h2>\n<p data-start=\"4545\" data-end=\"4570\">\u0628\u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u0645\u0639\u0633\u0643\u0631 \u0633\u062a\u062d\u0635\u0644 \u0639\u0644\u0649:<\/p>\n<ul data-start=\"4572\" data-end=\"4869\">\n<li data-start=\"4572\" data-end=\"4646\">\n<p data-start=\"4574\" data-end=\"4646\">\ud83d\udccc \u0634\u0647\u0627\u062f\u0629 \u0645\u0639\u062a\u0645\u062f\u0629 \u0645\u0646 <strong data-start=\"4593\" data-end=\"4618\">AtharHub Academy <\/strong>In partnership with <strong data-start=\"4631\" data-end=\"4644\">Microsoft<\/strong><\/p>\n<\/li>\n<li data-start=\"4647\" data-end=\"4717\">\n<p data-start=\"4649\" data-end=\"4717\">\ud83d\udccc \u0634\u0647\u0627\u062f\u0629 \u0645\u0639\u062a\u0645\u062f\u0629 \u0645\u0646 <strong data-start=\"4668\" data-end=\"4693\">AtharHub Academy <\/strong>In partnership with <strong data-start=\"4706\" data-end=\"4715\">Cisco<\/strong><\/p>\n<\/li>\n<li data-start=\"4718\" data-end=\"4760\">\n<p data-start=\"4720\" data-end=\"4760\">\ud83d\udccc \u0634\u0647\u0627\u062f\u0629 \u0625\u062a\u0645\u0627\u0645 \u0627\u0644\u0645\u0639\u0633\u0643\u0631 \u0645\u0646 \u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0623\u062b\u0631<\/p>\n<\/li>\n<li data-start=\"4761\" data-end=\"4810\">\n<p data-start=\"4763\" data-end=\"4810\">\ud83c\udfaf \u0627\u0644\u062a\u0623\u0647\u064a\u0644 \u0644\u0627\u062c\u062a\u064a\u0627\u0632 \u0634\u0647\u0627\u062f\u0629 <strong data-start=\"4788\" data-end=\"4808\">Microsoft DP-700<\/strong><\/p>\n<\/li>\n<li data-start=\"4811\" data-end=\"4869\">\n<p data-start=\"4813\" data-end=\"4869\">\ud83c\udf93 \u0627\u0644\u062a\u062d\u0636\u064a\u0631 \u0644\u0644\u0627\u0645\u062a\u062d\u0627\u0646 \u0645\u0639 <strong data-start=\"4836\" data-end=\"4847\">\u062e\u0635\u0645 60%<\/strong> \u0639\u0644\u0649 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0631\u0633\u0645\u064a<\/p>\n<\/li>\n<\/ul>\n<hr data-start=\"4871\" data-end=\"4874\" \/>\n<h2 data-start=\"4876\" data-end=\"4906\">\u0644\u0645\u0627\u0630\u0627 why is this camp different<\/h2>\n<ul data-start=\"4907\" data-end=\"5160\">\n<li data-start=\"4907\" data-end=\"4959\">\n<p data-start=\"4909\" data-end=\"4959\">\ud83e\udded \u0645\u0646\u0647\u062c \u0645\u062a\u0643\u0627\u0645\u0644 \u064a\u062c\u0645\u0639 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0648\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629<\/p>\n<\/li>\n<li data-start=\"4960\" data-end=\"5020\">\n<p data-start=\"4962\" data-end=\"5020\">\ud83c\uddf8\ud83c\udde6 \u0645\u0635\u0645\u0645 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629 \u0648\u0627\u0644\u062e\u0644\u064a\u062c<\/p>\n<\/li>\n<li data-start=\"5021\" data-end=\"5064\">\n<p data-start=\"5023\" data-end=\"5064\">\ud83e\udde0 \u062a\u0631\u0643\u064a\u0632 \u0639\u0645\u0644\u064a \u062d\u0642\u064a\u0642\u064a \u0648\u0644\u064a\u0633 \u0645\u062d\u062a\u0648\u0649 \u0646\u0638\u0631\u064a \u0641\u0642\u0637<\/p>\n<\/li>\n<li data-start=\"5065\" data-end=\"5107\">\n<p data-start=\"5067\" data-end=\"5107\">\ud83e\uddea \u0645\u0634\u0627\u0631\u064a\u0639 \u0648\u0627\u0642\u0639\u064a\u0629 + \u0634\u0647\u0627\u062f\u0627\u062a \u062f\u0648\u0644\u064a\u0629 \u0645\u0639\u062a\u0645\u062f\u0629<\/p>\n<\/li>\n<li data-start=\"5108\" data-end=\"5160\">\n<p data-start=\"5110\" data-end=\"5160\">\ud83d\udcbc \u0628\u0648\u0627\u0628\u0629 \u0645\u0628\u0627\u0634\u0631\u0629 \u0644\u0645\u0633\u0627\u0631 \u0645\u0647\u0646\u064a \u0642\u0648\u064a \u0641\u064a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/p>\n<\/li>\n<\/ul>\n<hr data-start=\"5162\" data-end=\"5165\" \/>\n<h2 data-start=\"5167\" data-end=\"5187\">\ud83d\udcdd The next step<\/h2>\n<p data-start=\"5188\" data-end=\"5288\">Don't just watch from afar\u2026<br data-start=\"5215\" data-end=\"5218\" \/>\u0627\u0628\u062f\u0623 \u0627\u0644\u0622\u0646 \u0631\u062d\u0644\u062a\u0643 \u0627\u0644\u0645\u0647\u0646\u064a\u0629 \u0641\u064a \u0648\u0627\u062d\u062f \u0645\u0646 \u0623\u0643\u062b\u0631 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0637\u0644\u0628\u064b\u0627 \u0648\u0646\u0645\u0648\u064b\u0627 \u0639\u0627\u0644\u0645\u064a\u064b\u0627.<\/p>\n<p data-start=\"5290\" data-end=\"5379\">\ud83c\udfaf <strong data-start=\"5293\" data-end=\"5345\">\u0633\u062c\u0651\u0644 \u0627\u0644\u0622\u0646 \u0641\u064a \u0627\u0644\u0645\u0639\u0633\u0643\u0631 \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641\u064a \u0641\u064a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong><br data-start=\"5345\" data-end=\"5348\" \/>\u0648\u0627\u0628\u062f\u0623 \u0628\u0646\u0627\u0621 \u0645\u0633\u062a\u0642\u0628\u0644\u0643 \u0628\u062b\u0642\u0629 \u0648\u0645\u0647\u0627\u0631\u0629.<\/p>\n<p data-start=\"5381\" data-end=\"5461\">\u23f3 <strong data-start=\"5383\" data-end=\"5423\">\u0627\u0644\u0645\u0642\u0627\u0639\u062f \u0645\u062d\u062f\u0648\u062f\u0629 (30 \u0645\u062a\u062f\u0631\u0628 \u0641\u0642\u0637 \u0634\u0647\u0631\u064a\u064b\u0627)<\/strong> \u0644\u0636\u0645\u0627\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u0645\u062a\u0627\u0628\u0639\u0629 \u0627\u0644\u0641\u0631\u062f\u064a\u0629.<\/p>","protected":false},"featured_media":22816,"comment_status":"open","ping_status":"closed","template":"","meta":{"_acf_changed":false},"product_brand":[],"product_cat":[687],"product_tag":[],"class_list":{"0":"post-22225","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-live-courses","8":"first","9":"instock","10":"sale","11":"virtual","12":"sold-individually","13":"purchasable","14":"product-type-simple"},"acf":[],"_links":{"self":[{"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/product\/22225","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/types\/product"}],"replies":[{"embeddable":true,"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/comments?post=22225"}],"version-history":[{"count":29,"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/product\/22225\/revisions"}],"predecessor-version":[{"id":22528,"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/product\/22225\/revisions\/22528"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/media\/22816"}],"wp:attachment":[{"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/media?parent=22225"}],"wp:term":[{"taxonomy":"product_brand","embeddable":true,"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/product_brand?post=22225"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/product_cat?post=22225"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/atharhubs.com\/en\/wp-json\/wp\/v2\/product_tag?post=22225"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}