{"id":123949,"date":"2025-08-28T17:59:40","date_gmt":"2025-08-28T17:59:40","guid":{"rendered":"https:\/\/express24.ir\/d\/product\/%d8%af%d9%88%d8%b1%d9%87-%d8%a2%d9%be%d8%a7%da%86%db%8c-%d8%a7%d8%b3%d9%be%d8%a7%d8%b1%da%a9-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87%d8%af%d9%87%d9%86%d8%af%da%af%d8%a7%d9%86\/"},"modified":"2025-08-28T17:59:42","modified_gmt":"2025-08-28T17:59:42","slug":"%d8%af%d9%88%d8%b1%d9%87-%d8%a2%d9%be%d8%a7%da%86%db%8c-%d8%a7%d8%b3%d9%be%d8%a7%d8%b1%da%a9-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87%d8%af%d9%87%d9%86%d8%af%da%af%d8%a7%d9%86","status":"publish","type":"product","link":"https:\/\/express24.ir\/d\/product\/%d8%af%d9%88%d8%b1%d9%87-%d8%a2%d9%be%d8%a7%da%86%db%8c-%d8%a7%d8%b3%d9%be%d8%a7%d8%b1%da%a9-%d8%a8%d8%b1%d8%a7%db%8c-%d8%aa%d9%88%d8%b3%d8%b9%d9%87%d8%af%d9%87%d9%86%d8%af%da%af%d8%a7%d9%86\/","title":{"rendered":"\u062f\u0648\u0631\u0647 \u0622\u067e\u0627\u0686\u06cc \u0627\u0633\u067e\u0627\u0631\u06a9 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u062c\u0627\u0648\u0627 \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 Udemy – Apache Spark for Java Developers 2019-4 – <\/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 \u0622\u067e\u0627\u0686\u06cc \u0627\u0633\u067e\u0627\u0631\u06a9 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u062c\u0627\u0648\u0627 \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

\ud83c\udf93 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0628\u06cc\u200c\u0646\u0638\u06cc\u0631 <\/h2>\r\n
    \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 \u0622\u067e\u0627\u0686\u06cc \u0627\u0633\u067e\u0627\u0631\u06a9 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u062c\u0627\u0648\u0627 \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 32GB<\/h1>\n

    \n\u0622\u06cc\u0627 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u067e\u0627\u0686\u06cc \u0627\u0633\u067e\u0627\u0631\u06a9 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u062f\u0631 \u062c\u0627\u0648\u0627 \u0647\u0633\u062a\u06cc\u062f\u061f \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u062c\u0627\u0645\u0639 \u0634\u0645\u0627 \u0631\u0627 \u0628\u0627 \u0627\u0635\u0648\u0644 \u0648 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0627\u0633\u067e\u0627\u0631\u06a9 \u0622\u0634\u0646\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0634\u0645\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0622\u0645\u0627\u062f\u0647 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f. \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0631 \u0631\u0648\u06cc \u06cc\u06a9 \u0641\u0644\u0634 \u0645\u0645\u0648\u0631\u06cc 32 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u062f\u0633\u062a\u0631\u0633\u06cc \u0622\u0633\u0627\u0646 \u0648 \u0633\u0631\u06cc\u0639 \u0628\u0647 \u0645\u062d\u062a\u0648\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0631\u0627 \u0645\u06cc\u200c\u062f\u0647\u062f.\n<\/p>\n

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

    \n\u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0634\u0645\u0627 \u0631\u0627 \u0627\u0632 \u06cc\u06a9 \u0645\u0628\u062a\u062f\u06cc \u0628\u0647 \u06cc\u06a9 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647 \u0627\u0633\u067e\u0627\u0631\u06a9 \u0645\u0627\u0647\u0631 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647\u060c \u0634\u0645\u0627 \u0628\u0627 \u0645\u0641\u0627\u0647\u06cc\u0645 \u06a9\u0644\u06cc\u062f\u06cc \u0627\u0633\u067e\u0627\u0631\u06a9\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 RDD\u0647\u0627 (Resilient Distributed Datasets)\u060c DataFrames\u060c Spark SQL\u060c Spark Streaming \u0648 Spark MLlib \u0622\u0634\u0646\u0627 \u062e\u0648\u0627\u0647\u06cc\u062f \u0634\u062f.\n<\/p>\n

      \n
    • \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0622\u067e\u0627\u0686\u06cc \u0627\u0633\u067e\u0627\u0631\u06a9:<\/b> \u062f\u0631\u06a9 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0627\u0633\u0627\u0633\u06cc \u0627\u0633\u067e\u0627\u0631\u06a9\u060c \u0645\u0639\u0645\u0627\u0631\u06cc \u0648 \u0627\u062c\u0632\u0627\u06cc \u0622\u0646.<\/li>\n
    • \u06a9\u0627\u0631 \u0628\u0627 RDD\u0647\u0627:<\/b> \u0646\u062d\u0648\u0647 \u0627\u06cc\u062c\u0627\u062f\u060c \u062a\u0628\u062f\u06cc\u0644 \u0648 \u0639\u0645\u0644 \u0628\u0631 \u0631\u0648\u06cc RDD\u0647\u0627.<\/li>\n
    • DataFrames \u0648 Spark SQL:<\/b> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 DataFrames \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0627\u062e\u062a\u200c\u06cc\u0627\u0641\u062a\u0647 \u0648 \u0627\u062c\u0631\u0627\u06cc \u06a9\u0648\u0626\u0631\u06cc\u200c\u0647\u0627 \u0628\u0627 Spark SQL.<\/li>\n
    • Spark Streaming:<\/b> \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062c\u0631\u06cc\u0627\u0646\u06cc \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc.<\/li>\n
    • Spark MLlib:<\/b> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u067e\u0627\u0631\u06a9 \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u0633\u0627\u062e\u062a \u0645\u062f\u0644\u200c\u0647\u0627.<\/li>\n
    • \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc:<\/b> \u062a\u0645\u0631\u06cc\u0646 \u0648 \u062a\u062c\u0631\u0628\u0647 \u0639\u0645\u0644\u06cc \u0628\u0627 \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc.<\/li>\n
    • \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u0633\u067e\u0627\u0631\u06a9:<\/b> \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u0633\u0631\u0639\u062a \u0648 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u0627\u0633\u067e\u0627\u0631\u06a9.<\/li>\n<\/ul>\n

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

      \n \u0634\u0631\u06a9\u062a \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0645\u0632\u0627\u06cc\u0627\u06cc \u0645\u062a\u0639\u062f\u062f\u06cc \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u062e\u0648\u0627\u0647\u062f \u062f\u0627\u0634\u062a:\n <\/p>\n

        \n
      • \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc:<\/b> \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0622\u067e\u0627\u0686\u06cc \u0627\u0633\u067e\u0627\u0631\u06a9.<\/li>\n
      • \u0628\u0647\u0628\u0648\u062f \u0686\u0634\u0645\u200c\u0627\u0646\u062f\u0627\u0632 \u0634\u063a\u0644\u06cc:<\/b> \u062a\u0642\u0627\u0636\u0627\u06cc \u0632\u06cc\u0627\u062f \u0628\u0631\u0627\u06cc \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u0627\u0633\u067e\u0627\u0631\u06a9 \u062f\u0631 \u0628\u0627\u0632\u0627\u0631 \u06a9\u0627\u0631.<\/li>\n
      • \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u0644\u06cc:<\/b> \u0622\u0645\u0648\u0632\u0634 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0648 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc.<\/li>\n
      • \u062f\u0633\u062a\u0631\u0633\u06cc \u0622\u0633\u0627\u0646:<\/b> \u062f\u0648\u0631\u0647\u200c\u0647\u0627 \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 \u0645\u0645\u0648\u0631\u06cc 32 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/li>\n
      • \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc:<\/b> \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0648 \u0631\u0641\u0639 \u0627\u0634\u06a9\u0627\u0644 \u062f\u0631 \u0637\u0648\u0644 \u062f\u0648\u0631\u0647.<\/li>\n<\/ul>\n<\/div>\n

        \u067e\u06cc\u0634\u200c\u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u062f\u0648\u0631\u0647<\/h2>\n

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

          \n
        • \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u062c\u0627\u0648\u0627:<\/b> \u062f\u0631\u06a9 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0627\u0633\u0627\u0633\u06cc \u062c\u0627\u0648\u0627\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 \u06a9\u0644\u0627\u0633\u200c\u0647\u0627\u060c \u0627\u0634\u06cc\u0627\u0621 \u0648 \u062d\u0644\u0642\u0647\u200c\u0647\u0627.<\/li>\n
        • \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0645\u0641\u0627\u0647\u06cc\u0645 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647:<\/b> \u062f\u0631\u06a9 \u0645\u0641\u0627\u0647\u06cc\u0645 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0648 SQL.<\/li>\n
        • \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0633\u06cc\u0633\u062a\u0645\u200c\u0639\u0627\u0645\u0644 \u0644\u06cc\u0646\u0648\u06a9\u0633:<\/b> \u062f\u0627\u0646\u0634 \u067e\u0627\u06cc\u0647 \u062f\u0631 \u0645\u0648\u0631\u062f \u0633\u06cc\u0633\u062a\u0645\u200c\u0639\u0627\u0645\u0644 \u0644\u06cc\u0646\u0648\u06a9\u0633 (\u0627\u062e\u062a\u06cc\u0627\u0631\u06cc\u060c \u0627\u0645\u0627 \u0645\u0641\u06cc\u062f).<\/li>\n
        • \u062a\u0645\u0627\u06cc\u0644 \u0628\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc:<\/b> \u0639\u0644\u0627\u0642\u0647 \u0628\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af.<\/li>\n<\/ul>\n

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

          \n \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0647 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u062a\u0642\u0633\u06cc\u0645 \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0647\u0631 \u06a9\u062f\u0627\u0645 \u0628\u0647 \u06cc\u06a9 \u062c\u0646\u0628\u0647 \u0627\u0632 \u0622\u067e\u0627\u0686\u06cc \u0627\u0633\u067e\u0627\u0631\u06a9 \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u062f. \u062f\u0631 \u0627\u062f\u0627\u0645\u0647\u060c \u0628\u0647 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0633\u0631\u0641\u0635\u0644\u200c\u0647\u0627\u06cc \u0645\u0647\u0645 \u062f\u0648\u0631\u0647 \u0627\u0634\u0627\u0631\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645:\n <\/p>\n

          \u0628\u062e\u0634 1: \u0645\u0642\u062f\u0645\u0647<\/h3>\n
            \n
          • \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0622\u067e\u0627\u0686\u06cc \u0627\u0633\u067e\u0627\u0631\u06a9 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0622\u0646<\/li>\n
          • \u0645\u0639\u0645\u0627\u0631\u06cc \u0627\u0633\u067e\u0627\u0631\u06a9<\/li>\n
          • \u0646\u0635\u0628 \u0648 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u0627\u0633\u067e\u0627\u0631\u06a9<\/li>\n
          • \u0645\u062d\u06cc\u0637 \u062a\u0648\u0633\u0639\u0647 (IDE)<\/li>\n<\/ul>\n

            \u0628\u062e\u0634 2: \u06a9\u0627\u0631 \u0628\u0627 RDD\u0647\u0627<\/h3>\n
              \n
            • \u0645\u0641\u0627\u0647\u06cc\u0645 RDD (Resilient Distributed Datasets)<\/li>\n
            • \u0627\u06cc\u062c\u0627\u062f RDD\u0647\u0627 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0645\u062e\u062a\u0644\u0641 \u062f\u0627\u062f\u0647<\/li>\n
            • \u062a\u0628\u062f\u06cc\u0644\u200c\u0647\u0627 \u0648 \u0639\u0645\u0644\u06af\u0631\u0647\u0627\u06cc RDD<\/li>\n
            • \u0639\u0645\u0644\u06af\u0631\u0647\u0627\u06cc Action \u062f\u0631 RDD<\/li>\n
            • \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc: \u0634\u0645\u0627\u0631\u0634 \u06a9\u0644\u0645\u0627\u062a\u060c \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0631\u062f\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/li>\n<\/ul>\n

              \u0628\u062e\u0634 3: DataFrames \u0648 Spark SQL<\/h3>\n
                \n
              • \u0645\u0641\u0627\u0647\u06cc\u0645 DataFrames \u0648 DataSet<\/li>\n
              • \u0627\u06cc\u062c\u0627\u062f DataFrames \u0627\u0632 RDD\u0647\u0627 \u0648 \u0645\u0646\u0627\u0628\u0639 \u062f\u0627\u062f\u0647 \u062f\u06cc\u06af\u0631<\/li>\n
              • Spark SQL \u0648 \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646<\/li>\n
              • \u0639\u0645\u0644\u06cc\u0627\u062a CRUD (Create, Read, Update, Delete) \u0628\u0627 Spark SQL<\/li>\n
              • \u0627\u062c\u0631\u0627\u06cc \u06a9\u0648\u0626\u0631\u06cc\u200c\u0647\u0627 \u0628\u0627 SQL<\/li>\n<\/ul>\n

                \u0628\u062e\u0634 4: Spark Streaming<\/h3>\n
                  \n
                • \u0645\u0641\u0627\u0647\u06cc\u0645 Spark Streaming<\/li>\n
                • \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062c\u0631\u06cc\u0627\u0646\u06cc \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0645\u062e\u062a\u0644\u0641<\/li>\n
                • \u067e\u0646\u062c\u0631\u0647\u200c\u0647\u0627\u06cc \u0632\u0645\u0627\u0646\u06cc (Windowing)<\/li>\n
                • \u0639\u0645\u0644\u06af\u0631\u0647\u0627\u06cc Windowing<\/li>\n
                • \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062c\u0631\u06cc\u0627\u0646\u06cc<\/li>\n<\/ul>\n

                  \u0628\u062e\u0634 5: Spark MLlib<\/h3>\n
                    \n
                  • \u0645\u0639\u0631\u0641\u06cc MLlib (\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u067e\u0627\u0631\u06a9)<\/li>\n
                  • \u067e\u06cc\u0634\u200c\u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/li>\n
                  • \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 (\u0631\u06af\u0631\u0633\u06cc\u0648\u0646\u060c \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc\u060c \u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc)<\/li>\n
                  • \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u062f\u0644\u200c\u0647\u0627<\/li>\n
                  • \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc: \u0633\u0627\u062e\u062a \u0645\u062f\u0644 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc<\/li>\n<\/ul>\n

                    \u0628\u062e\u0634 6: \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u0633\u067e\u0627\u0631\u06a9<\/h3>\n
                      \n
                    • \u062a\u0646\u0638\u06cc\u0645\u0627\u062a SparkConf \u0648 SparkContext<\/li>\n
                    • \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/li>\n
                    • \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u067e\u0627\u0631\u062a\u06cc\u0634\u0646\u200c\u0628\u0646\u062f\u06cc<\/li>\n
                    • \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u062d\u0627\u0641\u0638\u0647<\/li>\n<\/ul>\n<\/div>\n

                      \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0648 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627<\/h2>\n

                      \n\u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0634\u0627\u0645\u0644 \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0648 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0628\u0647\u062a\u0631 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0648 \u062a\u0633\u0644\u0637 \u0628\u0631 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0627\u0633\u067e\u0627\u0631\u06a9 \u0627\u0633\u062a. \u062f\u0631 \u0637\u0648\u0644 \u062f\u0648\u0631\u0647\u060c \u0634\u0645\u0627 \u0628\u0627 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0632\u06cc\u0631 \u0622\u0634\u0646\u0627 \u062e\u0648\u0627\u0647\u06cc\u062f \u0634\u062f:\n<\/p>\n

                        \n
                      • \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u0628\u200c\u0633\u0627\u06cc\u062a:<\/b> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0633\u067e\u0627\u0631\u06a9 \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u0628\u200c\u0633\u0627\u06cc\u062a \u0648 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0627\u0644\u06af\u0648\u0647\u0627.<\/li>\n
                      • \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0646\u0633\u0648\u0631:<\/b> \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a\u06cc \u0627\u0632 \u0633\u0646\u0633\u0648\u0631\u0647\u0627 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Spark Streaming.<\/li>\n
                      • \u0633\u0627\u062e\u062a \u0633\u06cc\u0633\u062a\u0645 \u062a\u0648\u0635\u06cc\u0647 \u06af\u0631:<\/b> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 MLlib \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u062a\u0648\u0635\u06cc\u0647 \u06af\u0631 \u0628\u0631 \u0627\u0633\u0627\u0633 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f.<\/li>\n
                      • \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc:<\/b> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0633\u067e\u0627\u0631\u06a9 \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u0648 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u062a\u0631\u0646\u062f\u0647\u0627.<\/li>\n<\/ul>\n

                        \u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc<\/h2>\n

                        \n\u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u06cc\u06a9 \u0641\u0631\u0635\u062a \u0639\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0622\u067e\u0627\u0686\u06cc \u0627\u0633\u067e\u0627\u0631\u06a9 \u0648 \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0646 \u0628\u0647 \u06cc\u06a9 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647 \u0645\u0627\u0647\u0631 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0627\u0633\u062a. \u0628\u0627 \u0634\u0631\u06a9\u062a \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647\u060c \u0634\u0645\u0627 \u0646\u0647 \u062a\u0646\u0647\u0627 \u062f\u0627\u0646\u0634 \u0648 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0644\u0627\u0632\u0645 \u0631\u0627 \u0628\u0647 \u062f\u0633\u062a \u062e\u0648\u0627\u0647\u06cc\u062f \u0622\u0648\u0631\u062f\u060c \u0628\u0644\u06a9\u0647 \u0628\u0627 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0648 \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc\u060c \u062a\u062c\u0631\u0628\u0647 \u0627\u0631\u0632\u0634\u0645\u0646\u062f\u06cc \u0646\u06cc\u0632 \u06a9\u0633\u0628 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f. \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 \u0645\u0645\u0648\u0631\u06cc 32 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u06a9\u0647 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u062f\u0631 \u0647\u0631 \u0632\u0645\u0627\u0646 \u0648 \u0645\u06a9\u0627\u0646\u06cc \u0628\u0647 \u0645\u0637\u0627\u0644\u0628 \u0622\u0645\u0648\u0632\u0634\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f. \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u06cc\u06a9 \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0634\u063a\u0644\u06cc \u0634\u0645\u0627 \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f.\n<\/p>\n<\/article>\n","protected":false},"excerpt":{"rendered":"

                        \u0646\u0627\u0645 \u0645\u062d\u0635\u0648\u0644 \u0628\u0647 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc Udemy – Apache Spark for Java Developers 2019-4 – \u0646\u0627\u0645 \u0645\u062d\u0635\u0648\u0644 \u0628\u0647 \u0641\u0627\u0631\u0633\u06cc \u062f\u0648\u0631\u0647 \u0622\u067e\u0627\u0686\u06cc \u0627\u0633\u067e\u0627\u0631\u06a9 […]<\/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":[8162,1284,1283,8166,65856,6802,51347,65753,713,58645,135869,1243,65747,8151,65787,8152,1779,1275,8186,66141,6563,1013,71787,65738,1277,1436],"class_list":{"0":"post-123949","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-1225","7":"product_tag-apache-spark","8":"product_tag-big-data","9":"product_tag-data-engineering","10":"product_tag-distributed-computing","11":"product_tag-flash-drive","12":"product_tag-java","13":"product_tag-java-developers","14":"product_tag-offline-learning","15":"product_tag-programming","16":"product_tag-spark","17":"product_tag-spark-for-java","18":"product_tag-udemy","19":"product_tag-usb-course","20":"product_tag-8151","21":"product_tag-65787","22":"product_tag-8152","23":"product_tag-1779","24":"product_tag-1275","25":"product_tag-8186","26":"product_tag-66141","27":"product_tag-6563","28":"product_tag-1013","29":"product_tag-71787","30":"product_tag-65738","31":"product_tag-1277","32":"product_tag-1436","33":"pmpro-has-access","34":"desktop-align-left","35":"tablet-align-left","36":"mobile-align-left","38":"first","39":"instock","40":"shipping-taxable","41":"purchasable","42":"product-type-variable"},"yoast_head":"\n\u062f\u0648\u0631\u0647 \u0622\u067e\u0627\u0686\u06cc \u0627\u0633\u067e\u0627\u0631\u06a9 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u062c\u0627\u0648\u0627 \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 32GB - 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