{
    "id": 15363,
    "date": "2025-12-09T16:33:48",
    "date_gmt": "2025-12-09T16:33:48",
    "guid": {
        "rendered": "https:\/\/iltc.edu.sa\/?p=15363"
    },
    "modified": "2025-12-09T16:33:48",
    "modified_gmt": "2025-12-09T16:33:48",
    "slug": "blog-data-analysis",
    "status": "publish",
    "type": "post",
    "link": "https:\/\/iltc.edu.sa\/en_us\/blog-data-analysis\/",
    "title": {
        "rendered": "\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u062f\u0644\u064a\u0644 \u0627\u062d\u062a\u0631\u0627\u0641\u064a \u0644\u0623\u0647\u0645 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a\u060c \u0648\u0623\u0642\u0648\u0649 \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a\u060c \u0648\u0623\u0628\u0631\u0632 \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629"
    },
    "content": {
        "rendered": "<h1>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u062f\u0644\u064a\u0644 \u0627\u062d\u062a\u0631\u0627\u0641\u064a \u0644\u0623\u0647\u0645 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a\u060c \u0648\u0623\u0642\u0648\u0649 \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a\u060c \u0648\u0623\u0628\u0631\u0632 \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629<\/h1>\n<h2><strong>\u0644\u0645\u0627\u0630\u0627 \u0623\u0635\u0628\u062d \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0647\u0627\u0631\u0629 \u0627\u0644\u0639\u0635\u0631\u061f<\/strong><\/h2>\n<p>\u0647\u0644 \u062a\u0633\u0627\u0621\u0644\u062a \u064a\u0648\u0645\u064b\u0627: \u0644\u0645\u0627\u0630\u0627 \u062a\u062a\u0633\u0627\u0628\u0642 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u064a\u0648\u0645 \u0639\u0644\u0649 \u062a\u0648\u0638\u064a\u0641 \u0645\u062d\u0644\u0644\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061f \u0648\u0644\u0645\u0627\u0630\u0627 \u0623\u0635\u0628\u062d \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0645\u0646 \u0623\u0642\u0648\u0649 \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0639\u0627\u0644\u0645\u064a\u064b\u0627\u061f \u0648\u0647\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062c\u0631\u062f \u0623\u0631\u0642\u0627\u0645 \u0648\u0631\u0633\u0648\u0645 \u0628\u064a\u0627\u0646\u064a\u0629\u2026 \u0623\u0645 \u0647\u0648 \u0644\u063a\u0629 \u062c\u062f\u064a\u062f\u0629 \u062a\u0641\u0647\u0645 \u0628\u0647\u0627 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645 \u0645\u0646 \u062d\u0648\u0644\u0647\u0627\u061f \u0648\u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0643 \u0623\u0646\u062a \u0623\u0646 \u062a\u0628\u062f\u0623 \u0648\u062a\u0635\u0628\u062d \u0645\u062d\u062a\u0631\u0641\u064b\u0627 \u0641\u064a\u0647\u061f<\/p>\n<p>\u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u0642\u0627\u0644\u060c \u0633\u0646\u0623\u062e\u0630\u0643 \u0641\u064a \u0631\u062d\u0644\u0629 \u0648\u0627\u0636\u062d\u0629 \u0648\u0639\u0645\u064a\u0642\u0629 \u062f\u0627\u062e\u0644 \u0639\u0627\u0644\u0645 <strong>Data Analysis<\/strong>\u2026 \u0631\u062d\u0644\u0629 \u0633\u062a\u0639\u0631\u0641 \u0645\u0646 \u062e\u0644\u0627\u0644\u0647\u0627 \u0623\u0647\u0645 \u0627\u0644\u0646\u0635\u0627\u0626\u062d\u060c \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a \u0627\u0644\u0623\u0642\u0648\u0649\u060c \u0648\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0623\u0643\u062b\u0631 \u0631\u0628\u062d\u064b\u0627 \u0648\u0646\u0645\u0648\u064b\u0627 \u2014 \u0628\u0623\u0633\u0644\u0648\u0628 \u0628\u0633\u064a\u0637\u060c \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u060c \u0648\u0642\u0631\u064a\u0628 \u0644\u0644\u0648\u0627\u0642\u0639.<\/p>\n<blockquote><p><strong>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u064a \u0627\u0644\u0646\u0641\u0637 \u0627\u0644\u062c\u062f\u064a\u062f\u2026 \u0644\u0643\u0646 \u0642\u064a\u0645\u062a\u0647\u0627 \u0644\u0627 \u062a\u0638\u0647\u0631 \u0625\u0644\u0627 \u0644\u0645\u0646 \u064a\u0639\u0631\u0641 \u0643\u064a\u0641 \u064a\u062d\u0644\u0644\u0647\u0627.<\/strong><\/p><\/blockquote>\n<hr \/>\n<h1><strong>\ud83d\udd39 \u0645\u0627 \u0647\u0648 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0644\u0645\u0627\u0630\u0627 \u0647\u0648 \u0645\u0647\u0645\u061f<\/strong><\/h1>\n<p>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0648 \u0628\u0628\u0633\u0627\u0637\u0629 &#8220;\u0641\u0646 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u0639\u0646\u0649 \u0645\u0646 \u0627\u0644\u0623\u0631\u0642\u0627\u0645&#8221;.<br \/>\n\u0647\u0648 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u0648\u0644 \u0627\u0644\u062c\u062f\u0627\u0648\u0644\u060c \u0648\u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0627\u0644\u062e\u0627\u0645\u060c \u0648\u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629\u060c \u0625\u0644\u0649 \u0631\u0624\u064a\u0629 \u0648\u0627\u0636\u062d\u0629 \u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0639\u0644\u0649 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u062f\u0642\u064a\u0642\u0629.<\/p>\n<p>\u062a\u062e\u064a\u0651\u0644 \u0623\u0646 \u0644\u062f\u064a\u0643 \u062e\u0631\u064a\u0637\u0629\u2026<br \/>\n\u0644\u0643\u0646 \u0628\u0644\u0627 \u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0633\u062a\u0643\u0648\u0646 \u0645\u062c\u0631\u062f \u0648\u0631\u0642\u0629.<br \/>\n\u0648\u0645\u0639 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u061f \u062a\u0635\u0628\u062d \u062f\u0644\u064a\u0644\u064b\u0627 \u064a\u0648\u0635\u0644\u0643 \u0644\u0623\u0633\u0631\u0639 \u0637\u0631\u064a\u0642\u060c \u0648\u0623\u0642\u0644 \u062a\u0643\u0644\u0641\u0629\u060c \u0648\u0623\u0639\u0644\u0649 \u0631\u0628\u062d.<\/p>\n<hr \/>\n<h1><strong>\ud83d\udd39 \u0623\u0647\u0645 \u0627\u0644\u0646\u0635\u0627\u0626\u062d \u0644\u0644\u0646\u062c\u0627\u062d \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong><\/h1>\n<h2><strong>\u00a0\u0627\u0628\u062f\u0623 \u0628\u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a\u060c \u0648\u0644\u0627 \u062a\u062a\u062c\u0627\u0648\u0632\u0647\u0627<\/strong><\/h2>\n<p>\u0643\u0644 \u0645\u062d\u062a\u0631\u0641 \u0643\u0628\u064a\u0631 \u0628\u062f\u0623 \u0645\u0646 \u0646\u0642\u0637\u0629 \u0635\u063a\u064a\u0631\u0629.<\/p>\n<p>\u0627\u0628\u062f\u0623 \u0628\u0640:<\/p>\n<ul>\n<li><strong>Excel<\/strong><\/li>\n<li><strong>Google Sheets<\/strong><\/li>\n<li>\u0645\u0628\u0627\u062f\u0626 <strong>Data Cleaning<\/strong><\/li>\n<\/ul>\n<blockquote><p>\u0627\u0644\u0645\u0646\u0647\u062c\u064a\u0629 \u0623\u0647\u0645 \u0645\u0646 \u0627\u0644\u0633\u0631\u0639\u0629\u2026 \u0648\u0627\u0644\u0627\u062a\u0642\u0627\u0646 \u0623\u0647\u0645 \u0645\u0646 \u0643\u0645\u064a\u0629 \u0627\u0644\u0623\u062f\u0648\u0627\u062a.<\/p><\/blockquote>\n<h2><strong>\u00a0\u062a\u0639\u0644\u0645 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u0643\u062b\u0631 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u064b\u0627<\/strong><\/h2>\n<p>\u0644\u0627 \u064a\u0643\u0641\u064a \u0623\u0646 \u062a\u062d\u0641\u0638 \u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u064a\u062c\u0628 \u0623\u0646 \u062a\u0639\u0631\u0641 <em>\u0645\u062a\u0649 \u062a\u0633\u062a\u062e\u062f\u0645 \u0643\u0644 \u0623\u062f\u0627\u0629<\/em>.<\/p>\n<p>\u0623\u0647\u0645 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0644:<\/p>\n<ul>\n<li><strong>Python<\/strong><\/li>\n<li><strong>SQL<\/strong><\/li>\n<li><strong>Power BI<\/strong><\/li>\n<li><strong>Tableau<\/strong><\/li>\n<\/ul>\n<h2><strong>\u00a0\u0627\u062d\u062a\u0631\u0641 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a \u0642\u0628\u0644 \u062a\u0639\u0644\u0645 \u0627\u0644\u0623\u0643\u0648\u0627\u062f<\/strong><\/h2>\n<p>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a = \u0637\u0631\u064a\u0642\u0629 \u062a\u0641\u0643\u064a\u0631 \u0642\u0628\u0644 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0628\u0631\u0646\u0627\u0645\u062c.<\/p>\n<p>\u0627\u0633\u0623\u0644 \u062f\u0627\u0626\u0645\u064b\u0627:<\/p>\n<ul>\n<li>\u0645\u0627\u0630\u0627 \u062a\u0639\u0646\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061f<\/li>\n<li>\u0645\u0627 \u0627\u0644\u0630\u064a \u062a\u062d\u0627\u0648\u0644 \u0623\u0646 \u062a\u062e\u0628\u0631\u0646\u064a \u0628\u0647\u061f<\/li>\n<li>\u0643\u064a\u0641 \u0623\u062c\u062f \u0627\u0644\u0646\u0645\u0637 \u0627\u0644\u0645\u062e\u062a\u0641\u064a\u061f<\/li>\n<\/ul>\n<h2><strong>\u00a0\u0627\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u062d\u0642\u064a\u0642\u064a\u0629<\/strong><\/h2>\n<p>\u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0623\u0647\u0645 \u0645\u0646 \u0623\u064a \u062f\u0648\u0631\u0629.<\/p>\n<p>\u062c\u0631\u0628:<\/p>\n<ul>\n<li>\u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0628\u064a\u0639\u0627\u062a \u0645\u062a\u062c\u0631 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a<\/li>\n<li>\u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0632\u0648\u0627\u0631 \u0645\u0648\u0642\u0639<\/li>\n<li>\u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0634\u0631\u0643\u0627\u062a \u0645\u0646 Kaggle<\/li>\n<\/ul>\n<h2><strong>\u00a0\u062a\u0639\u0644\u0645 \u0643\u064a\u0641 \u062a\u0642\u062f\u0651\u0645 Insights \u0648\u0644\u064a\u0633 Charts \u0641\u0642\u0637<\/strong><\/h2>\n<p>\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0644\u0627 \u062a\u062d\u062a\u0627\u062c &#8220;\u0631\u0633\u0648\u0645 \u0628\u064a\u0627\u0646\u064a\u0629&#8221;\u060c \u0628\u0644 &#8220;\u0642\u0631\u0627\u0631\u0627\u062a&#8221; \u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0648\u0627\u0636\u062d.<\/p>\n<p>\u0627\u0643\u062a\u0628 \u062f\u0627\u0626\u0645\u064b\u0627:<\/p>\n<ul>\n<li>\u0645\u0627\u0630\u0627 \u0648\u062c\u062f\u062a\u061f<\/li>\n<li>\u0645\u0627\u0630\u0627 \u064a\u0639\u0646\u064a \u0647\u0630\u0627 \u0644\u0644\u0645\u0634\u0631\u0648\u0639\u061f<\/li>\n<li>\u0645\u0627\u0630\u0627 \u064a\u062c\u0628 \u0623\u0646 \u0646\u0641\u0639\u0644 \u0627\u0644\u0622\u0646\u061f<\/li>\n<\/ul>\n<hr \/>\n<h1><strong>\ud83d\udd39 \u0623\u0642\u0648\u0649 \u0648\u0623\u0641\u0636\u0644 \u062a\u062e\u0635\u0635\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong><\/h1>\n<h2><strong>\u00a0Data Analyst<\/strong><\/h2>\n<p>\u0627\u0644\u0623\u0643\u062b\u0631 \u0627\u0646\u062a\u0634\u0627\u0631\u064b\u0627\u060c \u0645\u0646\u0627\u0633\u0628 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646.<br \/>\n\u062a\u0631\u0643\u0651\u0632 \u0639\u0644\u0649:<\/p>\n<ul>\n<li>\u0627\u0644\u062a\u0646\u0638\u064a\u0641<\/li>\n<li>\u0627\u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641<\/li>\n<li>\u062a\u0642\u0627\u0631\u064a\u0631 Power BI<\/li>\n<li>Insights<\/li>\n<\/ul>\n<h2><strong>\u00a0Business Analyst<\/strong><\/h2>\n<p>\u0627\u0644\u0645\u0643\u0627\u0646 \u0627\u0644\u0645\u062b\u0627\u0644\u064a \u0644\u0645\u0646 \u064a\u062d\u0628 \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 <strong>\u0627\u0644\u062a\u062d\u0644\u064a\u0644 + \u0627\u0644\u0628\u0632\u0646\u0633<\/strong>.<\/p>\n<p>\u0647\u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639:<\/p>\n<ul>\n<li>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646<\/li>\n<li>\u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0627\u0644\u0645\u0627\u0644\u064a\u0629<\/li>\n<li>\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a<\/li>\n<\/ul>\n<h2><strong>\u00a0Data Scientist<\/strong><\/h2>\n<p>\u0645\u0633\u062a\u0648\u0649 \u0623\u0639\u0644\u0649\u060c \u064a\u062d\u062a\u0627\u062c:<\/p>\n<ul>\n<li>Python<\/li>\n<li>Machine Learning<\/li>\n<li>\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li>\n<\/ul>\n<h2><strong>\u00a0Marketing Data Analyst<\/strong><\/h2>\n<p>\u0627\u0644\u0623\u0633\u0631\u0639 \u0637\u0644\u0628\u064b\u0627 \u0641\u064a \u0627\u0644\u0634\u0631\u0642 \u0627\u0644\u0623\u0648\u0633\u0637.<br \/>\n\u0644\u0623\u0646 \u0623\u063a\u0644\u0628 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0625\u0639\u0644\u0627\u0646\u0627\u062a \u0645\u0645\u0648\u0644\u0629\u060c \u0648\u062a\u062d\u062a\u0627\u062c \u0645\u0646 \u064a\u0642\u064a\u0633:<\/p>\n<ul>\n<li>ROAS<\/li>\n<li>\u062a\u062d\u0648\u064a\u0644\u0627\u062a \u0627\u0644\u062d\u0645\u0644\u0627\u062a<\/li>\n<li>\u0633\u0644\u0648\u0643 \u0627\u0644\u0639\u0645\u0644\u0627\u0621<\/li>\n<\/ul>\n<h2><strong>\u00a0Financial Data Analyst<\/strong><\/h2>\n<p>\u0645\u0646\u0627\u0633\u0628 \u0644\u0645\u0646 \u064a\u062d\u0628 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f \u0648\u0627\u0644\u0623\u0631\u0642\u0627\u0645.<br \/>\n\u062a\u0631\u0643\u0651\u0632 \u0639\u0644\u0649:<\/p>\n<ul>\n<li>\u0627\u0644\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629<\/li>\n<li>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062e\u0627\u0637\u0631<\/li>\n<li>\u0627\u0644\u062a\u0648\u0642\u0639\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629<\/li>\n<\/ul>\n<hr \/>\n<h1><strong>\ud83d\udd39 \u0623\u0647\u0645 \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong><\/h1>\n<h2><strong>\u00a0\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629<\/strong><\/h2>\n<p>\u0645\u062b\u0644 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u0627\u0644\u0645\u0646\u0635\u0627\u062a\u060c \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629.<br \/>\n\u0643\u0644 \u0636\u063a\u0637\u0629 \u0632\u0631 \u0641\u064a\u0647\u0627\u2026 \u062a\u0639\u062a\u0628\u0631 \u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n<h2><strong>\u00a0\u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0627\u0644\u0631\u0642\u0645\u064a<\/strong><\/h2>\n<p>\u0623\u063a\u0644\u0628 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u062a\u0639\u062a\u0645\u062f \u0643\u0644\u064a\u064b\u0627 \u0639\u0644\u0649:<\/p>\n<ul>\n<li>Google Analytics<\/li>\n<li>Meta Ads Data<\/li>\n<li>CRM Reports<\/li>\n<\/ul>\n<h2><strong>\u00a0\u0627\u0644\u0628\u0646\u0648\u0643 \u0648\u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0645\u0627\u0644\u064a<\/strong><\/h2>\n<p>\u0645\u0646 \u0623\u0643\u062b\u0631 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a \u062a\u0648\u0638\u064a\u0641\u064b\u0627 \u0644\u0644\u0645\u062d\u0644\u0644\u064a\u0646 \u0628\u0633\u0628\u0628:<\/p>\n<ul>\n<li>\u0627\u0644\u0645\u062e\u0627\u0637\u0631<\/li>\n<li>\u0627\u0644\u0627\u0626\u062a\u0645\u0627\u0646<\/li>\n<li>\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0631\u0628\u062d\u064a\u0629<\/li>\n<\/ul>\n<h2><strong>\u00a0\u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629<\/strong><\/h2>\n<p>\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0647\u0646\u0627 = \u0630\u0647\u0628.<br \/>\n\u0644\u0623\u0646 \u0643\u0644 \u0634\u064a\u0621 \u064a\u0645\u0643\u0646 \u0642\u064a\u0627\u0633\u0647:<\/p>\n<ul>\n<li>\u0637\u0644\u0628\u0627\u062a<\/li>\n<li>\u0632\u064a\u0627\u0631\u0627\u062a<\/li>\n<li>\u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u0633\u0644\u0629<\/li>\n<li>\u0645\u0639\u062f\u0644 \u0627\u0644\u062a\u062d\u0648\u064a\u0644<\/li>\n<\/ul>\n<h2><strong>\u00a0\u0642\u0637\u0627\u0639 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629<\/strong><\/h2>\n<p>\u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0636\u0649\u060c \u0627\u0644\u0641\u062d\u0648\u0635\u0627\u062a\u060c \u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0633\u062a\u0634\u0641\u064a\u0627\u062a.<\/p>\n<hr \/>\n<h1><strong>\ud83d\udd39 \u0645\u0645\u064a\u0632\u0627\u062a \u0645\u062c\u0627\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong><\/h1>\n<ul>\n<li>\u0637\u0644\u0628 \u0639\u0627\u0644\u064a \u0639\u0644\u0649 \u0627\u0644\u0648\u0638\u0627\u0626\u0641<\/li>\n<li>\u0631\u0648\u0627\u062a\u0628 \u0642\u0648\u064a\u0629<\/li>\n<li>\u064a\u0645\u0643\u0646 \u0627\u0644\u0639\u0645\u0644 Remote \u0628\u0633\u0647\u0648\u0644\u0629<\/li>\n<li>\u0633\u0631\u0639\u0629 \u0627\u0644\u062a\u0631\u0642\u0651\u064a \u0641\u064a \u0627\u0644\u0648\u0638\u0627\u0626\u0641<\/li>\n<li>\u0645\u0646\u0627\u0633\u0628 \u0644\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u0646 \u0623\u064a \u0645\u062c\u0627\u0644 \u0622\u062e\u0631<\/li>\n<\/ul>\n<blockquote><p><strong>\u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0642\u0648\u0629\u2026 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0647\u0648 \u0645\u0641\u062a\u0627\u062d \u062a\u0634\u063a\u064a\u0644 \u0647\u0630\u0647 \u0627\u0644\u0642\u0648\u0629.<\/strong><\/p><\/blockquote>\n<hr \/>\n<h1><strong>\ud83d\udd39 \u0647\u0644 \u064a\u062d\u062a\u0627\u062c \u0627\u0644\u0645\u062c\u0627\u0644 \u0634\u0647\u0627\u062f\u0627\u062a\u061f<\/strong><\/h1>\n<p>\u0627\u0644\u062e\u0628\u0631 \u0627\u0644\u0633\u0627\u0631: \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0628\u062f\u0623 \u0628\u062f\u0648\u0646 \u0634\u0647\u0627\u062f\u0629 \u062c\u0627\u0645\u0639\u064a\u0629.<br \/>\n\u0627\u0644\u062e\u0628\u0631 \u0627\u0644\u0623\u062c\u0645\u0644: \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u062a\u0647\u062a\u0645 \u0628\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0627\u0644\u0623\u0648\u0631\u0627\u0642.<\/p>\n<p>\u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0641\u064a\u062f\u0629:<\/p>\n<ul>\n<li>Google Data Analytics<\/li>\n<li>Microsoft Power BI<\/li>\n<li>Udacity Data Analysis<\/li>\n<\/ul>\n<p>\u0644\u0643\u0646 \u0627\u0644\u0623\u0647\u0645: <strong>Portfolio \u0642\u0648\u064a<\/strong>.<\/p>\n<hr \/>\n<h1><strong>\ud83d\udd39 \u0647\u0644 \u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u062f\u062e\u0648\u0644 \u0627\u0644\u0645\u062c\u0627\u0644\u061f<\/strong><\/h1>\n<p>\u0646\u0639\u0645 \u2014 \u0628\u0644 \u0647\u0648 \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u062b\u0627\u0644\u064a.<\/p>\n<p>\u0644\u0623\u0646:<\/p>\n<ul>\n<li>\u0627\u0644\u0633\u0648\u0642 \u064a\u0646\u0645\u0648 \u0628\u0633\u0631\u0639\u0629<\/li>\n<li>\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u062a\u0639\u062a\u0645\u062f \u0623\u0643\u062b\u0631 \u0639\u0644\u0649 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li>\n<li>\u0627\u0644\u0645\u0646\u0627\u0641\u0633\u0629 \u0644\u064a\u0633\u062a \u0643\u0628\u064a\u0631\u0629 \u0645\u062b\u0644 \u0627\u0644\u0628\u0631\u0645\u062c\u0629<\/li>\n<\/ul>\n<hr \/>\n<h1><strong>\ud83d\udd39 \u0647\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0648 \u0645\u0633\u062a\u0642\u0628\u0644\u0643\u061f<\/strong><\/h1>\n<p>\u0641\u064a \u0628\u062f\u0627\u064a\u0629 \u0627\u0644\u0645\u0642\u0627\u0644\u060c \u0637\u0631\u062d\u0646\u0627 \u0623\u0633\u0626\u0644\u0629:<br \/>\n\u0647\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062c\u0627\u0644 \u062a\u0646\u0627\u0641\u0633\u064a\u061f \u0647\u0644 \u064a\u0633\u062a\u062d\u0642 \u0623\u0646 \u062a\u0628\u062f\u0623 \u0628\u0647\u061f \u0648\u0647\u0644 \u0641\u0631\u0635\u0647 \u0642\u0648\u064a\u0629\u061f<\/p>\n<p>\u0627\u0644\u0622\u0646 \u0644\u062f\u064a\u0643 \u0627\u0644\u0625\u062c\u0627\u0628\u0629:<\/p>\n<p>\u0646\u0639\u0645\u060c \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0623\u0642\u0648\u0649 \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a\u060c \u0648\u0623\u0643\u062b\u0631\u0647\u0627 \u0646\u0645\u0648\u064b\u0627\u060c \u0648\u0623\u0633\u0647\u0644\u0647\u0627 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u0628\u062f\u0621\u060c \u0648\u0623\u0633\u0631\u0639\u0647\u0627 \u0641\u064a \u062a\u0648\u0641\u064a\u0631 \u0648\u0638\u064a\u0641\u0629 \u062c\u064a\u062f\u0629.<br \/>\n\u0648\u0625\u0646 \u0643\u0646\u062a \u062a\u0641\u0643\u0631 \u0641\u064a \u0645\u062c\u0627\u0644 \u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0645\u0646\u0637\u0642\u060c \u0648\u0627\u0644\u0625\u0628\u062f\u0627\u0639\u060c \u0648\u0627\u0644\u0623\u0631\u0642\u0627\u0645\u060c \u0648\u0635\u0646\u0627\u0639\u0629 \u0627\u0644\u0642\u0631\u0627\u0631\u2026 \u0641\u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u0645\u0643\u0627\u0646 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u0643.<\/p>\n<p>\u0627\u0628\u062f\u0623 \u0627\u0644\u0622\u0646\u060c \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629\u060c \u0648\u062a\u0630\u0643\u0651\u0631 \u062f\u0627\u0626\u0645\u064b\u0627:<\/p>\n<blockquote><p><strong>\u0644\u064a\u0633\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u064a \u0645\u0627 \u064a\u0635\u0646\u0639 \u0627\u0644\u0641\u0627\u0631\u0642\u2026 \u0628\u0644 \u0645\u0646 \u064a\u0639\u0631\u0641 \u0643\u064a\u0641 \u064a\u0642\u0631\u0623\u0647\u0627.<\/strong><\/p><\/blockquote>",
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