{"id":117417,"date":"2025-08-15T05:52:27","date_gmt":"2025-08-15T05:52:27","guid":{"rendered":"https:\/\/express24.ir\/d\/product\/%d8%af%d9%88%d8%b1%d9%87-%d8%ad%d9%81%d8%a7%d8%b8%d8%aa-%d8%af%d8%a7%d8%af%d9%87-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d9%88-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7\/"},"modified":"2025-08-15T05:52:30","modified_gmt":"2025-08-15T05:52:30","slug":"%d8%af%d9%88%d8%b1%d9%87-%d8%ad%d9%81%d8%a7%d8%b8%d8%aa-%d8%af%d8%a7%d8%af%d9%87-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d9%88-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7","status":"publish","type":"product","link":"https:\/\/express24.ir\/d\/product\/%d8%af%d9%88%d8%b1%d9%87-%d8%ad%d9%81%d8%a7%d8%b8%d8%aa-%d8%af%d8%a7%d8%af%d9%87-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d8%ad%d9%84%db%8c%d9%84-%d9%88-%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7\/","title":{"rendered":"\u062f\u0648\u0631\u0647 \u062d\u0641\u0627\u0638\u062a \u062f\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 2024-2025 \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 32GB"},"content":{"rendered":"\n\n\n\n\n\n
\u0646\u0627\u0645 \u0645\u062d\u0635\u0648\u0644 \u0628\u0647 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc<\/th>\n LinkedIn – Protecting Data for Analysis and Machine Learning 2024-5 – <\/td>\n<\/tr>\n
\u0646\u0627\u0645 \u0645\u062d\u0635\u0648\u0644 \u0628\u0647 \u0641\u0627\u0631\u0633\u06cc<\/th>\n\u062f\u0648\u0631\u0647 \u062d\u0641\u0627\u0638\u062a \u062f\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 2024-2025 \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 32GB<\/td>\n<\/tr>\n
\u0632\u0628\u0627\u0646<\/th>\n\u0627\u0646\u06af\u0644\u06cc\u0633\u06cc \u0628\u0627 \u0632\u06cc\u0631\u0646\u0648\u06cc\u0633 \u0641\u0627\u0631\u0633\u06cc<\/td>\n<\/tr>\n
\u0646\u0648\u0639 \u0645\u062d\u0635\u0648\u0644<\/th>\n\u0622\u0645\u0648\u0632\u0634 \u0648\u06cc\u062f\u06cc\u0648\u06cc\u06cc<\/td>\n<\/tr>\n
\u0646\u062d\u0648\u0647 \u062a\u062d\u0648\u06cc\u0644<\/th>\n\u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 \u0645\u0645\u0648\u0631\u06cc<\/td>\n<\/tr>\n<\/table>\n
\r\n

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    \r\n
  • \u0632\u06cc\u0631\u0646\u0648\u06cc\u0633 \u06a9\u0627\u0645\u0644\u0627\u064b \u0641\u0627\u0631\u0633\u06cc<\/strong> \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0622\u0633\u0627\u0646 \u0648 \u0633\u0631\u06cc\u0639<\/li>\r\n
  • \u0627\u0631\u0627\u0626\u0647\u200c\u0634\u062f\u0647 \u0631\u0648\u06cc \u0641\u0644\u0634 32 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc<\/strong><\/li>\r\n
  • \u0622\u0645\u0627\u062f\u0647 \u0627\u0631\u0633\u0627\u0644 \u0641\u0648\u0631\u06cc \u0628\u0647 \u0633\u0631\u0627\u0633\u0631 \u06a9\u0634\u0648\u0631<\/li>\r\n\r\n <\/ul>\r\n

    \r\n \ud83d\udcda \u0634\u0631\u0648\u0639 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0647\u0645\u06cc\u0646 \u0627\u0645\u0631\u0648\u0632 \u2014 \u0641\u0631\u0635\u062a \u0631\u0634\u062f \u0631\u0627 \u0627\u0632 \u062f\u0633\u062a \u0646\u062f\u0647!\r\n <\/p>\r\n\t\r\n\t

    \r\n \u062c\u0647\u062a \u067e\u06cc\u06af\u06cc\u0631\u06cc \u0633\u0641\u0627\u0631\u0634\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0648\u0627\u062a\u0633\u200c\u0627\u067e \u0628\u0627 \u0634\u0645\u0627\u0631\u0647 09395106248<\/strong> \u06cc\u0627 \u0622\u06cc\u062f\u06cc \u062a\u0644\u06af\u0631\u0627\u0645\u06cc @ma_limbs<\/strong> \u062f\u0631 \u062a\u0645\u0627\u0633 \u0628\u0627\u0634\u06cc\u062f.\r\n <\/p>\r\n<\/div>\n

    \n

    \u062f\u0648\u0631\u0647 \u062d\u0641\u0627\u0638\u062a \u062f\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u06f2\u06f0\u06f2\u06f4-\u06f2\u06f0\u06f2\u06f5 \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 \u06f3\u06f2GB<\/h1>\n
    \n

    \u062f\u0631 \u0639\u0635\u0631 \u062d\u0627\u0636\u0631 \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062d\u06a9\u0645 \u0637\u0644\u0627\u06cc \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0631\u0627 \u062f\u0627\u0631\u0646\u062f\u060c \u062d\u0641\u0627\u0638\u062a \u0627\u0632 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0648 \u0627\u0645\u0646\u06cc\u062a \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u060c \u0628\u06cc\u0634 \u0627\u0632 \u0647\u0631 \u0632\u0645\u0627\u0646 \u062f\u06cc\u06af\u0631\u06cc \u062d\u06cc\u0627\u062a\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0628\u0627 \u0631\u0634\u062f \u0631\u0648\u0632\u0627\u0641\u0632\u0648\u0646 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647<\/span> \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/span>\u060c \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0646\u062d\u0648\u0647 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc\u060c \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc\u060c \u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u0646\u06cc\u0632 \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0645\u0642\u0631\u0631\u0627\u062a \u0633\u062e\u062a\u06af\u06cc\u0631\u0627\u0646\u0647\u200c\u0627\u06cc \u0645\u0627\u0646\u0646\u062f GDPR\u060c CCPA \u0648 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0645\u0634\u0627\u0628\u0647 \u062f\u0631 \u0633\u0631\u0627\u0633\u0631 \u062c\u0647\u0627\u0646\u060c \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627 \u0631\u0627 \u0645\u0644\u0632\u0645 \u0628\u0647 \u0631\u0639\u0627\u06cc\u062a \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f\u0647\u0627\u06cc \u062d\u0641\u0627\u0638\u062a \u0627\u0632 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n

    \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u062c\u0627\u0645\u0639 \u0627\u0632 LinkedIn Learning\u060c \u0628\u0627 \u0639\u0646\u0648\u0627\u0646 “Protecting Data for Analysis and Machine Learning 2024-5”<\/span>\u060c \u067e\u0627\u0633\u062e\u06cc \u0628\u0647 \u0627\u06cc\u0646 \u0646\u06cc\u0627\u0632 \u0645\u0628\u0631\u0645 \u0627\u0633\u062a. \u0634\u0645\u0627 \u0628\u0627 \u0634\u0631\u06a9\u062a \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647\u060c \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0637\u0631\u0627\u062d\u06cc \u0648 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u0631\u0627 \u0628\u0627 \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0646 \u0627\u0635\u0648\u0644 \u062d\u0641\u0627\u0638\u062a \u0627\u0632 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0648 \u0627\u0645\u0646\u06cc\u062a\u060c \u0641\u0631\u0627 \u062e\u0648\u0627\u0647\u06cc\u062f \u06af\u0631\u0641\u062a.<\/p>\n

    \u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc \u0628\u0647 \u0635\u0648\u0631\u062a \u063a\u06cc\u0631\u0642\u0627\u0628\u0644 \u062f\u0627\u0646\u0644\u0648\u062f<\/span> \u0648 \u0641\u0642\u0637 \u0628\u0631 \u0631\u0648\u06cc \u06cc\u06a9 \u0641\u0644\u0634 \u0645\u0645\u0648\u0631\u06cc \u06f3\u06f2 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc<\/span> \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u06af\u0631\u062f\u062f \u062a\u0627 \u0627\u0632 \u0627\u0635\u0627\u0644\u062a \u0648 \u06a9\u06cc\u0641\u06cc\u062a \u0645\u062d\u062a\u0648\u0627 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0641\u0631\u0645\u062a \u0639\u0631\u0636\u0647\u060c \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u0627\u06cc\u062f\u0627\u0631 \u0648 \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0631\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u0646\u062f\u06af\u0627\u0646 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u0622\u0648\u0631\u062f.<\/p>\n<\/div>\n

    \u0686\u0647 \u0686\u06cc\u0632\u06cc \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u0622\u0645\u0648\u062e\u062a\u061f<\/h2>\n
    \n

    \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0631\u0627\u06cc \u062a\u062c\u0647\u06cc\u0632 \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u062f\u0627\u062f\u0647 \u0648 \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0627 \u062f\u0627\u0646\u0634 \u0648 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u0633\u0626\u0648\u0644\u0627\u0646\u0647 \u0648 \u0627\u06cc\u0645\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u067e\u0633 \u0627\u0632 \u0627\u062a\u0645\u0627\u0645 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647\u060c \u0634\u0645\u0627 \u0642\u0627\u062f\u0631 \u062e\u0648\u0627\u0647\u06cc\u062f \u0628\u0648\u062f:<\/p>\n

      \n
    • \u0627\u0635\u0648\u0644 \u0627\u0633\u0627\u0633\u06cc \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u062f\u0627\u062f\u0647<\/span>\u060c \u0642\u0648\u0627\u0646\u06cc\u0646 \u0648 \u0645\u0642\u0631\u0631\u0627\u062a \u0645\u0631\u0628\u0648\u0637\u0647 \u0645\u0627\u0646\u0646\u062f GDPR \u0648 CCPA \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0627\u0645\u0644 \u062f\u0631\u06a9 \u06a9\u0646\u06cc\u062f.<\/li>\n
    • \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0646\u0627\u0634\u0646\u0627\u0633\u200c\u0633\u0627\u0632\u06cc (Anonymization)<\/span> \u0648 \u0634\u0628\u0647\u200c\u0646\u0627\u0634\u0646\u0627\u0633\u200c\u0633\u0627\u0632\u06cc (Pseudonymization)<\/span> \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0627\u0632 \u062c\u0645\u0644\u0647 \u067e\u0646\u0647\u0627\u0646\u200c\u0633\u0627\u0632\u06cc (Masking)\u060c \u0646\u0634\u0627\u0646\u0647\u200c\u06af\u0630\u0627\u0631\u06cc (Tokenization)\u060c K-Anonymity \u0648 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0627\u0641\u062a\u0631\u0627\u0642\u06cc (Differential Privacy)<\/span> \u0628\u0647 \u06a9\u0627\u0631 \u0628\u0628\u0646\u062f\u06cc\u062f.<\/li>\n
    • \u0628\u0647\u062a\u0631\u06cc\u0646 \u0634\u06cc\u0648\u0647\u200c\u0647\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0627\u0645\u0646 \u062f\u0627\u062f\u0647<\/span> \u062f\u0631 \u062a\u0645\u0627\u0645 \u0645\u0631\u0627\u062d\u0644 \u0686\u0631\u062e\u0647 \u0639\u0645\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0627\u0632 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u062a\u0627 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0631\u0627 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f.<\/li>\n
    • \u062a\u0647\u062f\u06cc\u062f\u0627\u062a \u0627\u0645\u0646\u06cc\u062a\u06cc \u0648 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u062f\u0631 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0631\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0646\u06cc\u062f \u0648 \u0631\u0627\u0647\u06a9\u0627\u0631\u0647\u0627\u06cc \u0645\u0642\u0627\u0628\u0644\u0647 \u0628\u0627 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u06cc\u0627\u0645\u0648\u0632\u06cc\u062f.<\/li>\n
    • \u0628\u0627 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0648 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062d\u0627\u0641\u0638 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc (Privacy-Preserving Machine Learning – PPML)<\/span> \u0627\u0632 \u062c\u0645\u0644\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0641\u062f\u0631\u0627\u0644\u06cc (Federated Learning) \u0648 \u0631\u0645\u0632\u0646\u06af\u0627\u0631\u06cc \u0647\u0645\u200c\u0631\u06cc\u062e\u062a (Homomorphic Encryption) \u0622\u0634\u0646\u0627 \u0634\u0648\u06cc\u062f.<\/li>\n
    • \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0648 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u067e\u0631\u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u062d\u0641\u0627\u0638\u062a \u0627\u0632 \u062f\u0627\u062f\u0647 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0645\u0646 \u0631\u0627 \u0628\u0647 \u06a9\u0627\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f.<\/li>\n<\/ul>\n<\/div>\n

      \u0645\u0632\u0627\u06cc\u0627\u06cc \u0634\u0631\u06a9\u062a \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647<\/h2>\n
      \n

      \u0634\u0631\u06a9\u062a \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u062a\u062e\u0635\u0635\u06cc \u0645\u0632\u0627\u06cc\u0627\u06cc \u0645\u062a\u0639\u062f\u062f\u06cc \u0628\u0631\u0627\u06cc \u0645\u0633\u06cc\u0631 \u0634\u063a\u0644\u06cc \u0648 \u062f\u0627\u0646\u0634 \u062d\u0631\u0641\u0647\u200c\u0627\u06cc \u0634\u0645\u0627 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u062e\u0648\u0627\u0647\u062f \u062f\u0627\u0634\u062a:<\/p>\n

        \n
      • \u0627\u0641\u0632\u0627\u06cc\u0634 \u0627\u0639\u062a\u0628\u0627\u0631 \u062d\u0631\u0641\u0647\u200c\u0627\u06cc:<\/span> \u062a\u0633\u0644\u0637 \u0628\u0631 \u062d\u0641\u0627\u0638\u062a \u0627\u0632 \u062f\u0627\u062f\u0647\u060c \u06cc\u06a9 \u0645\u0647\u0627\u0631\u062a \u0628\u0633\u06cc\u0627\u0631 \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u062f\u0631 \u0628\u0627\u0632\u0627\u0631 \u06a9\u0627\u0631 \u0627\u0645\u0631\u0648\u0632 \u0627\u0633\u062a.<\/li>\n
      • \u06a9\u0627\u0647\u0634 \u0631\u06cc\u0633\u06a9:<\/span> \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0634\u0645\u0627 \u062f\u0631 \u0637\u0631\u0627\u062d\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0645\u0637\u0627\u0628\u0642 \u0628\u0627 \u0645\u0642\u0631\u0631\u0627\u062a\u060c \u0628\u0647 \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627 \u062f\u0631 \u0627\u062c\u062a\u0646\u0627\u0628 \u0627\u0632 \u062c\u0631\u06cc\u0645\u0647\u200c\u0647\u0627\u06cc \u0633\u0646\u06af\u06cc\u0646 \u0648 \u0622\u0633\u06cc\u0628 \u0628\u0647 \u0627\u0639\u062a\u0628\u0627\u0631 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/li>\n
      • \u067e\u06cc\u0634\u0631\u0641\u062a \u0634\u063a\u0644\u06cc:<\/span> \u0645\u0648\u0642\u0639\u06cc\u062a\u200c\u0647\u0627\u06cc \u0634\u063a\u0644\u06cc \u062c\u062f\u06cc\u062f\u06cc \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u06cc \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc\u060c \u0645\u0647\u0646\u062f\u0633\u06cc \u0627\u0645\u0646\u06cc\u062a \u062f\u0627\u062f\u0647 \u0648 \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u0627\u0646\u0637\u0628\u0627\u0642 \u0628\u0627\u0632 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/li>\n
      • \u062f\u0627\u0646\u0634 \u0639\u0645\u0644\u06cc:<\/span> \u062f\u0648\u0631\u0647 \u0628\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f \u0639\u0645\u0644\u06cc \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627 \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u062f \u0648 \u0634\u0645\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u0648\u0627\u062c\u0647\u0647 \u0628\u0627 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0622\u0645\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/li>\n
      • \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u0627\u06cc\u062f\u0627\u0631:<\/span> \u0645\u062d\u062a\u0648\u0627\u06cc \u062f\u0648\u0631\u0647 \u0631\u0648\u06cc \u0641\u0644\u0634 \u0645\u0645\u0648\u0631\u06cc \u06f3\u06f2 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0648 \u0628\u0627 \u0633\u0631\u0639\u062a \u0628\u0627\u0644\u0627 \u0628\u0647 \u062a\u0645\u0627\u0645\u06cc \u0633\u0631\u0641\u0635\u0644\u200c\u0647\u0627 \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/li>\n<\/ul>\n<\/div>\n

        \u067e\u06cc\u0634\u200c\u0646\u06cc\u0627\u0632\u0647\u0627<\/h2>\n
        \n

        \u0628\u0631\u0627\u06cc \u0628\u0647\u0631\u0647\u200c\u0628\u0631\u062f\u0627\u0631\u06cc \u062d\u062f\u0627\u06a9\u062b\u0631\u06cc \u0627\u0632 \u0645\u062d\u062a\u0648\u0627\u06cc \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647\u060c \u062f\u0627\u0634\u062a\u0646 \u067e\u06cc\u0634\u200c\u0632\u0645\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0632\u06cc\u0631 \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f:<\/p>\n

          \n
        • \u0622\u0634\u0646\u0627\u06cc\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0628\u0627 \u0645\u0641\u0627\u0647\u06cc\u0645 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647<\/span> \u06cc\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/span>.<\/li>\n
        • \u062f\u0627\u0646\u0634 \u067e\u0627\u06cc\u0647 \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646<\/span>\u060c \u0628\u0647 \u062e\u0635\u0648\u0635 \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc.<\/li>\n
        • \u0622\u0634\u0646\u0627\u06cc\u06cc \u06a9\u0644\u06cc \u0628\u0627 \u0627\u0635\u0648\u0644 \u0627\u0645\u0646\u06cc\u062a \u0627\u0637\u0644\u0627\u0639\u0627\u062a<\/span>.<\/li>\n<\/ul>\n<\/div>\n

          \u0633\u0631\u0641\u0635\u0644\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u062f\u0648\u0631\u0647<\/h2>\n
          \n

          \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0627\u0698\u0648\u0644\u0627\u0631 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0648 \u0634\u0627\u0645\u0644 \u0633\u0631\u0641\u0635\u0644\u200c\u0647\u0627\u06cc \u0632\u06cc\u0631 \u0627\u0633\u062a:<\/p>\n

            \n
          • \u0645\u0627\u0698\u0648\u0644 \u06f1: \u0645\u0628\u0627\u0646\u06cc \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u062f\u0627\u062f\u0647<\/strong>\n
              \n
            • \u0645\u0642\u062f\u0645\u0647\u200c\u0627\u06cc \u0628\u0631 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0648 \u0627\u0645\u0646\u06cc\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/li>\n
            • \u0645\u0631\u0648\u0631\u06cc \u0628\u0631 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0648 \u0645\u0642\u0631\u0631\u0627\u062a \u062c\u0647\u0627\u0646\u06cc (GDPR\u060c CCPA\u060c HIPAA)<\/li>\n
            • \u0686\u0631\u062e\u0647 \u0639\u0645\u0631 \u062f\u0627\u062f\u0647 \u0648 \u0646\u0642\u0627\u0637 \u0636\u0639\u0641 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc<\/li>\n
            • \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u062e\u0644\u0627\u0642\u06cc \u062f\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/li>\n<\/ul>\n<\/li>\n
            • \u0645\u0627\u0698\u0648\u0644 \u06f2: \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0646\u0627\u0634\u0646\u0627\u0633\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647<\/strong>\n
                \n
              • \u067e\u0646\u0647\u0627\u0646\u200c\u0633\u0627\u0632\u06cc (Masking)\u060c \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646\u06cc (Substitution) \u0648 \u0646\u0634\u0627\u0646\u0647\u200c\u06af\u0630\u0627\u0631\u06cc (Tokenization)<\/li>\n
              • \u0645\u0641\u0627\u0647\u06cc\u0645 K-Anonymity\u060c L-Diversity \u0648 T-Closeness<\/li>\n
              • \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0627\u0641\u062a\u0631\u0627\u0642\u06cc (Differential Privacy)<\/span>: \u0627\u0635\u0648\u0644\u060c \u0645\u06a9\u0627\u0646\u06cc\u0633\u0645\u200c\u0647\u0627 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627<\/li>\n
              • \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646<\/li>\n<\/ul>\n<\/li>\n
              • \u0645\u0627\u0698\u0648\u0644 \u06f3: \u0645\u062f\u06cc\u0631\u06cc\u062a \u0627\u0645\u0646 \u062f\u0627\u062f\u0647 \u062f\u0631 \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646\u200c\u0647\u0627\u06cc ML<\/strong>\n
                  \n
                • \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u0648 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u0645\u0646 \u062f\u0627\u062f\u0647<\/li>\n
                • \u06a9\u0646\u062a\u0631\u0644 \u062f\u0633\u062a\u0631\u0633\u06cc \u0648 \u0631\u0645\u0632\u0646\u06af\u0627\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062f\u0631 \u062d\u0627\u0644 \u0633\u06a9\u0648\u0646 \u0648 \u062f\u0631 \u062d\u0627\u0644 \u0627\u0646\u062a\u0642\u0627\u0644<\/li>\n
                • \u0627\u0645\u0646\u06cc\u062a \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0622\u0645\u0648\u0632\u0634 \u0648 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062f\u0644<\/li>\n
                • \u067e\u06cc\u0634\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0646\u0634\u062a \u062f\u0627\u062f\u0647 (Data Leakage)<\/li>\n<\/ul>\n<\/li>\n
                • \u0645\u0627\u0698\u0648\u0644 \u06f4: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062d\u0627\u0641\u0638 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc (PPML)<\/strong>\n
                    \n
                  • \u0645\u0642\u062f\u0645\u0647\u200c\u0627\u06cc \u0628\u0631 PPML \u0648 \u0645\u0632\u0627\u06cc\u0627\u06cc \u0622\u0646<\/li>\n
                  • \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0641\u062f\u0631\u0627\u0644\u06cc (Federated Learning)<\/span>: \u0645\u0639\u0645\u0627\u0631\u06cc \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627 (\u0645\u062b\u0627\u0644: \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u062d\u0644\u06cc \u06af\u0648\u0634\u06cc\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0628\u062f\u0648\u0646 \u0627\u0641\u0634\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627)<\/li>\n
                  • \u0631\u0645\u0632\u0646\u06af\u0627\u0631\u06cc \u0647\u0645\u200c\u0631\u06cc\u062e\u062a (Homomorphic Encryption)<\/span>: \u0627\u0646\u062c\u0627\u0645 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0631\u0648\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0631\u0645\u0632\u0646\u06af\u0627\u0631\u06cc \u0634\u062f\u0647<\/li>\n
                  • \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0686\u0646\u062f\u062c\u0627\u0646\u0628\u0647 \u0627\u0645\u0646 (Secure Multi-Party Computation – SMC)<\/li>\n<\/ul>\n<\/li>\n
                  • \u0645\u0627\u0698\u0648\u0644 \u06f5: \u0627\u0646\u0637\u0628\u0627\u0642 \u0648 \u062d\u06a9\u0645\u0631\u0627\u0646\u06cc \u062f\u0627\u062f\u0647<\/strong>\n
                      \n
                    • \u0633\u0627\u062e\u062a \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u062f\u0627\u062f\u0647<\/li>\n
                    • \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u062a\u0623\u062b\u06cc\u0631 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc (Privacy Impact Assessment – PIA)<\/li>\n
                    • \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0631\u06cc\u0632\u06cc \u0648 \u0648\u0627\u06a9\u0646\u0634 \u0628\u0647 \u0646\u0642\u0636 \u062f\u0627\u062f\u0647 (Data Breach Response)<\/li>\n
                    • \u0645\u0645\u06cc\u0632\u06cc \u0648 \u0646\u0638\u0627\u0631\u062a \u0628\u0631\u0627\u06cc \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0627\u0646\u0637\u0628\u0627\u0642<\/li>\n<\/ul>\n<\/li>\n
                    • \u0645\u0627\u0698\u0648\u0644 \u06f6: \u0645\u0637\u0627\u0644\u0639\u0627\u062a \u0645\u0648\u0631\u062f\u06cc \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc<\/strong>\n
                        \n
                      • \u06a9\u0627\u0631\u0628\u0631\u062f \u0645\u0641\u0627\u0647\u06cc\u0645 \u062f\u0631 \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0635\u0646\u0639\u062a\u06cc<\/li>\n
                      • \u0645\u0639\u0631\u0641\u06cc \u0648 \u06a9\u0627\u0631 \u0628\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062d\u0641\u0627\u0638\u062a \u0627\u0632 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc (PETs)<\/li>\n
                      • \u0645\u0631\u0648\u0631\u06cc \u0628\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u0627\u0646\u0646\u062f PySyft<\/span> \u0648 TensorFlow Privacy<\/span> \u0628\u0631\u0627\u06cc \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc PPML \u0648 Differential Privacy.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n

                        \u0646\u06a9\u0627\u062a \u0628\u0631\u062c\u0633\u062a\u0647 \u0648 \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc<\/h2>\n
                        \n

                        \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0647 \u062c\u0627\u06cc \u062a\u0645\u0631\u06a9\u0632 \u0635\u0631\u0641 \u0628\u0631 \u062a\u0626\u0648\u0631\u06cc\u060c \u0628\u0631 \u062c\u0646\u0628\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648 \u0639\u0645\u0644\u06cc \u062a\u0623\u06a9\u06cc\u062f \u062f\u0627\u0631\u062f. \u0634\u0645\u0627 \u0628\u0627 \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u0632\u0646\u062f\u0647 \u0648 \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc\u060c \u0646\u062d\u0648\u0647 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u062d\u0641\u0627\u0638\u062a \u0627\u0632 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0641\u0631\u0627 \u062e\u0648\u0627\u0647\u06cc\u062f \u06af\u0631\u0641\u062a:<\/p>\n

                          \n
                        • \u062e\u0648\u0627\u0647\u06cc\u062f \u0622\u0645\u0648\u062e\u062a \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Differential Privacy<\/span> \u0646\u0648\u06cc\u0632 \u06a9\u0646\u062a\u0631\u0644 \u0634\u062f\u0647\u200c\u0627\u06cc \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0627\u0641\u0631\u0627\u062f \u0628\u0647 \u0634\u062f\u062a \u06a9\u0627\u0647\u0634 \u06cc\u0627\u0628\u062f\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0647\u0645\u0686\u0646\u0627\u0646 \u0628\u062a\u0648\u0627\u0646\u06cc\u062f \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u06a9\u0644\u06cc \u0631\u0627 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u06cc\u062f. \u0645\u062b\u0644\u0627\u064b\u060c \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0622\u0645\u0627\u0631 \u062f\u0642\u06cc\u0642 \u0628\u0627\u0632\u062f\u06cc\u062f\u06a9\u0646\u0646\u062f\u06af\u0627\u0646 \u06cc\u06a9 \u0648\u0628\u200c\u0633\u0627\u06cc\u062a \u0631\u0627 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u06a9\u0646\u06cc\u062f \u0628\u062f\u0648\u0646 \u0627\u06cc\u0646\u06a9\u0647 \u0628\u062a\u0648\u0627\u0646\u06cc\u062f \u0631\u0641\u062a\u0627\u0631 \u062a\u06a9\u200c\u062a\u06a9 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u0627 \u0631\u062f\u06cc\u0627\u0628\u06cc \u06a9\u0646\u06cc\u062f.<\/li>\n
                        • \u0628\u0627 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc Federated Learning<\/span>\u060c \u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u06cc\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0631 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062a\u0648\u0632\u06cc\u0639\u200c\u0634\u062f\u0647 \u062f\u0631 \u062f\u0633\u062a\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 (\u0645\u0627\u0646\u0646\u062f \u06af\u0648\u0634\u06cc\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f) \u0622\u0645\u0648\u0632\u0634 \u0628\u0628\u06cc\u0646\u0646\u062f\u060c \u0628\u062f\u0648\u0646 \u0627\u06cc\u0646\u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 \u0647\u0631 \u062f\u0633\u062a\u06af\u0627\u0647 \u0645\u0631\u06a9\u0632\u06cc \u0634\u0648\u0646\u062f. \u0627\u06cc\u0646 \u0627\u0645\u0631 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u0627 \u062d\u0641\u0638 \u06a9\u0631\u062f\u0647 \u0648 \u062f\u0631 \u0639\u06cc\u0646 \u062d\u0627\u0644 \u0628\u0647 \u0628\u0647\u0628\u0648\u062f \u0645\u062f\u0644 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/li>\n
                        • \u06a9\u0627\u0631 \u0628\u0627 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u0639\u062a\u0628\u0631\u06cc \u0645\u0627\u0646\u0646\u062f OpenMined PySyft<\/span> \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0641\u062f\u0631\u0627\u0644\u06cc \u0648 TensorFlow Privacy<\/span> \u0628\u0631\u0627\u06cc \u0627\u0639\u0645\u0627\u0644 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0627\u0641\u062a\u0631\u0627\u0642\u06cc \u0628\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc TensorFlow\u060c \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u0627\u06cc\u0646 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0631\u0627 \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u0628\u0647 \u06a9\u0627\u0631 \u0628\u0628\u0631\u06cc\u062f.<\/li>\n<\/ul>\n<\/div>\n

                          \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0631\u0627\u06cc \u0686\u0647 \u06a9\u0633\u0627\u0646\u06cc \u0645\u0641\u06cc\u062f \u0627\u0633\u062a\u061f<\/h2>\n
                          \n

                          \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0631\u0627\u06cc \u0637\u06cc\u0641 \u0648\u0633\u06cc\u0639\u06cc \u0627\u0632 \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u062d\u0648\u0632\u0647 \u062f\u0627\u062f\u0647 \u0648 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0627\u0632 \u062c\u0645\u0644\u0647:<\/p>\n

                            \n
                          • \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647 (Data Scientists)<\/span><\/li>\n
                          • \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 (Machine Learning Engineers)<\/span><\/li>\n
                          • \u062a\u062d\u0644\u06cc\u0644\u06af\u0631\u0627\u0646 \u062f\u0627\u062f\u0647 (Data Analysts)<\/span><\/li>\n
                          • \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u062f\u0627\u062f\u0647 (Data Engineers)<\/span><\/li>\n
                          • \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc (Privacy Engineers)<\/span><\/li>\n
                          • \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u0627\u0645\u0646\u06cc\u062a (Security Professionals)<\/span><\/li>\n
                          • \u0647\u0631 \u06a9\u0633\u06cc \u06a9\u0647 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u06cc\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0633\u0631\u0648\u06a9\u0627\u0631 \u062f\u0627\u0631\u062f.<\/li>\n<\/ul>\n<\/div>\n
                            \n

                            \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0627\u0645\u0631\u0648\u0632 \u06a9\u0647 \u062d\u0641\u0627\u0638\u062a \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0646\u0647 \u062a\u0646\u0647\u0627 \u06cc\u06a9 \u0627\u0644\u0632\u0627\u0645 \u0642\u0627\u0646\u0648\u0646\u06cc \u0628\u0644\u06a9\u0647 \u06cc\u06a9 \u0645\u0633\u0626\u0648\u0644\u06cc\u062a \u0627\u062e\u0644\u0627\u0642\u06cc \u0627\u0633\u062a\u060c \u062a\u0633\u0644\u0637 \u0628\u0631 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0648 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0645\u0637\u0631\u062d \u0634\u062f\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0627\u0645\u0631\u06cc \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a. \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc \u0646\u0647 \u062a\u0646\u0647\u0627 \u062f\u0627\u0646\u0634 \u0646\u0638\u0631\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f\u060c \u0628\u0644\u06a9\u0647 \u0634\u0645\u0627 \u0631\u0627 \u0628\u0627 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0641\u0638\u062a \u0627\u0632 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062d\u0633\u0627\u0633 \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062a\u0648\u0627\u0646\u0645\u0646\u062f \u0645\u06cc\u200c\u0633\u0627\u0632\u062f.<\/p>\n

                            \u0628\u0627 \u062a\u0647\u06cc\u0647 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 \u0645\u0645\u0648\u0631\u06cc \u06f3\u06f2 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc<\/span>\u060c \u06af\u0627\u0645\u06cc \u0645\u062d\u06a9\u0645 \u062f\u0631 \u062c\u0647\u062a \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0646 \u0628\u0647 \u06cc\u06a9 \u0645\u062a\u062e\u0635\u0635 \u062f\u0627\u062f\u0647 \u0645\u0633\u0626\u0648\u0644\u06cc\u062a\u200c\u067e\u0630\u06cc\u0631 \u0648 \u0645\u062a\u0628\u062d\u0631 \u0628\u0631\u062f\u0627\u0631\u06cc\u062f \u0648 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u062f\u0627\u0646\u0634 \u0634\u0645\u0627 \u0647\u0645\u0648\u0627\u0631\u0647 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0648 \u0628\u0647 \u0631\u0648\u0632 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f. \u0627\u06cc\u0646 \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u062f\u0631 \u062f\u0627\u0646\u0634 \u0634\u0645\u0627\u060c \u0627\u0645\u0646\u06cc\u062a \u0648 \u0627\u0639\u062a\u0628\u0627\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647\u200c\u062a\u0627\u0646 \u0631\u0627 \u062a\u0636\u0645\u06cc\u0646 \u062e\u0648\u0627\u0647\u062f \u06a9\u0631\u062f.<\/p>\n<\/div>\n<\/article>\n","protected":false},"excerpt":{"rendered":"

                            \u0646\u0627\u0645 \u0645\u062d\u0635\u0648\u0644 \u0628\u0647 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc LinkedIn – Protecting Data for Analysis and Machine Learning 2024-5 – \u0646\u0627\u0645 \u0645\u062d\u0635\u0648\u0644 \u0628\u0647 \u0641\u0627\u0631\u0633\u06cc \u062f\u0648\u0631\u0647 […]<\/p>\n","protected":false},"featured_media":113382,"comment_status":"open","ping_status":"closed","template":"","meta":{"pmpro_default_level":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}}},"product_cat":[1225],"product_tag":[29784,2664,65857,227,74914,5984,1253,630,52105,18355,1154,39383,2813,1735,25752,1580,1621,88578,19,42948,88577,56869,50390,5183,1727,18758,9228,501,30079,924,49527,49525,88579,88580,1013,910,65738,261,267],"class_list":{"0":"post-117417","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-1225","7":"product_tag-29784","8":"product_tag-2664","9":"product_tag-32gb","10":"product_tag-ai","11":"product_tag-analysis","12":"product_tag-cloud-security","13":"product_tag-course","14":"product_tag-cybersecurity","15":"product_tag-data-privacy","16":"product_tag-data-protection","17":"product_tag-data-science","18":"product_tag-data-security","19":"product_tag-digital-security","20":"product_tag-information-security","21":"product_tag-it-security","22":"product_tag-linkedin","23":"product_tag-linkedin-learning","24":"product_tag-linkedin-","25":"product_tag-machine-learning","26":"product_tag-ml","27":"product_tag-protecting-data","28":"product_tag-training","29":"product_tag-50390","30":"product_tag-5183","31":"product_tag-1727","32":"product_tag-18758","33":"product_tag-9228","34":"product_tag-501","35":"product_tag-30079","36":"product_tag-924","37":"product_tag-49527","38":"product_tag-49525","39":"product_tag-88579","40":"product_tag-88580","41":"product_tag-1013","42":"product_tag-910","43":"product_tag-65738","44":"product_tag-261","45":"product_tag-267","46":"pmpro-has-access","47":"desktop-align-left","48":"tablet-align-left","49":"mobile-align-left","51":"first","52":"instock","53":"shipping-taxable","54":"purchasable","55":"product-type-variable"},"yoast_head":"\n\u062f\u0648\u0631\u0647 \u062d\u0641\u0627\u0638\u062a \u062f\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 2024-2025 \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 32GB - 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