{"id":11746,"date":"2021-05-17T08:24:00","date_gmt":"2021-05-17T03:54:00","guid":{"rendered":"https:\/\/shahaab-co.com\/mag\/?p=11746"},"modified":"2021-07-19T17:45:47","modified_gmt":"2021-07-19T13:15:47","slug":"pytorch-for-beginners-course","status":"publish","type":"post","link":"https:\/\/shahaab-co.com\/mag\/courses\/pytorch-for-beginners-course\/","title":{"rendered":"\u062f\u0648\u0631\u0647 \u062c\u0627\u0645\u0639 \u0622\u0645\u0648\u0632\u0634 PyTorch \u0628\u0631\u0627\u06cc \u0645\u0628\u062a\u062f\u06cc\u0627\u0646"},"content":{"rendered":"\n

\u062f\u0648\u0631\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc PyTorch \u0628\u0631\u0627\u06cc \u0645\u0628\u062a\u062f\u06cc\u0627\u0646 \u062a\u0648\u0633\u0637\u00a0Satya Mallick<\/a><\/strong> \u0645\u062f\u06cc\u0631 \u0639\u0627\u0645\u0644 OpenCV \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u0631\u062c\u0639\u06cc \u0631\u0633\u0645\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 PyTorch \u0648 \u06a9\u062f \u0646\u0648\u06cc\u0633\u06cc \u0622\u0646 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u06a9\u0647 \u0628\u0647 \u0645\u0628\u0627\u062d\u062b \u0645\u062e\u062a\u0644\u0641\u06cc \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u060c \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u0648 \u0646\u0627\u062d\u06cc\u0647 \u0628\u0646\u062f\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u062f. \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0631\u0627\u06cc \u0627\u0648\u0644\u06cc\u0646 \u0628\u0627\u0631 \u062a\u0648\u0633\u0637 \u0645\u062c\u0644\u0647 \u0634\u0647\u0627\u0628 \u0628\u0647 \u0632\u0628\u0627\u0646 \u0641\u0627\u0631\u0633\u06cc \u0628\u0631\u0627\u06cc \u0639\u0644\u0627\u0642\u0647 \u0645\u0646\u062f\u0627\u0646 \u0627\u0631\u0627\u0626\u0647 \u06af\u0631\u062f\u06cc\u062f\u0647 \u0627\u0633\u062a.<\/p>\n

\n\n\n\n<\/p>\n

\u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0642\u062f\u0645\u0627\u062a\u06cc \u0634\u0631\u0648\u0639 \u0634\u062f\u0647 \u0648 \u0627\u0628\u062a\u062f\u0627 \u0628\u0647 \u0645\u0639\u0631\u0641\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 PyTorch \u0648 \u0645\u0632\u0627\u06cc\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u067e\u0631\u062f\u0627\u062e\u062a\u0647 \u060c \u0633\u067e\u0633 \u0628\u0627 \u0645\u0627 \u0631\u0627 \u0628\u0627 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0622\u0646 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0622\u0634\u0646\u0627 \u0645\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u06cc\u0627\u062f \u0645\u06cc \u06af\u06cc\u0631\u06cc\u0645 \u0686\u06af\u0648\u0646\u0647 \u0627\u0632 \u0637\u0631\u06cc\u0642 PyTorch \u0627\u0632 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0647 \u0648 \u0645\u062f\u0644 \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627 \u0648 \u0646\u0627\u062d\u06cc\u0647 \u0628\u0646\u062f\u06cc \u062a\u0635\u0648\u06cc\u0631 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u06cc\u0645.<\/p>\n\n

\u062c\u0644\u0633\u0627\u062a \u062f\u0648\u0631\u0647<\/strong><\/h3>\n

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\"\u0622\u0645\u0648\u0632\u0634<\/a>\u062c\u0644\u0633\u0647 \u0627\u0648\u0644 : \u0645\u0628\u0627\u0646\u06cc<\/strong><\/h3>\n

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

\u200c<\/i>\u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628<\/a>\n

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<\/div>\n\n

\"\u0622\u0645\u0648\u0632\u0634<\/a>\u062c\u0644\u0633\u0647 \u062f\u0648\u0645 : \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0627\u0632 \u0642\u0628\u0644 \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647<\/strong><\/h3>\n

\u062f\u0631 \u0627\u06cc\u0646 \u062c\u0644\u0633\u0647 \u0627\u0628\u062a\u062f\u0627 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u0639\u0631\u0648\u0641 \u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647 \u060c \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f \u062e\u0648\u062f\u0645\u0627\u0646 \u0631\u0627 \u062a\u0648\u0633\u0639\u0647 \u0645\u06cc \u062f\u0647\u06cc\u0645. \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u062a\u0641\u0627\u0648\u062a \u0645\u062f\u0644 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0632\u0645\u0627\u0646 \u0627\u0633\u062a\u0646\u0628\u0627\u0637 \u0648 \u062f\u0642\u062a \u0622\u0646 \u0647\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n

<\/i>\u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628<\/a>\n

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<\/div>\n\n

\"\u0622\u0645\u0648\u0632\u0634<\/a>\u062c\u0644\u0633\u0647 \u0633\u0648\u0645 : \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644\u06cc<\/strong><\/h3>\n

\u062f\u0631 \u062c\u0644\u0633\u0647 \u0633\u0648\u0645 \u0645\u06cc \u0622\u0645\u0648\u0632\u06cc\u0645 \u0686\u06af\u0648\u0646\u0647 \u0627\u0632 \u0645\u062f\u0644 ResNet50 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 CalTech265 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645. \u067e\u0633 \u0627\u0632 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0628\u0647 \u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc \u0648 \u0628\u0631\u0631\u0633\u06cc \u0646\u062a\u0627\u06cc\u062c \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u06cc\u0645.<\/p>\n

<\/i>\u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628<\/a>\n

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<\/div>\n

\"\u0622\u0645\u0648\u0632\u0634<\/a><\/strong><\/p>\n\n

\u062c\u0644\u0633\u0647 \u0686\u0647\u0627\u0631\u0645 : \u0627\u0633\u062a\u0646\u0628\u0627\u0637 \u0645\u062f\u0644 \u0628\u0627 ONNX \u0648 Caffe2<\/strong><\/h3>\n

\u062f\u0631 \u0627\u06cc\u0646 \u062c\u0644\u0633\u0647 \u0628\u0627 \u0645\u062f\u0644 \u0686\u0646\u062f \u0645\u0646\u0638\u0648\u0631\u0647 \u0641\u06cc\u0633\u0628\u0648\u06a9 \u06cc\u0639\u0646\u06cc Caffe2 \u0622\u0646\u0634\u0627 \u0645\u06cc \u0634\u0648\u06cc\u0645 \u0648 \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 ONNX \u0631\u0627 \u0645\u06cc \u0622\u0645\u0648\u0632\u06cc\u0645. \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0632\u0645\u0627\u0646 \u0648 \u062f\u0642\u062a \u0627\u0633\u062a\u0646\u0628\u0627\u0637 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n

<\/i>\u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628<\/a>\n

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<\/div>\n\n

\"PyTorch<\/a>\u062c\u0644\u0633\u0647 \u067e\u0646\u062c\u0645 : \u0646\u0627\u062d\u06cc\u0647 \u0628\u0646\u062f\u06cc \u0645\u0639\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Torchvision<\/strong><\/h3>\n

\u062f\u0631 \u0627\u06cc\u0646 \u0642\u0633\u0645\u062a \u0627\u0628\u062a\u062f\u0627 \u0628\u0627 \u0645\u0641\u0647\u0648\u0645 \u0646\u0627\u062d\u06cc\u0647 \u0628\u0646\u062f\u06cc \u0645\u0639\u0646\u0627\u06cc\u06cc ( Semantic Segmentation ) \u0622\u0634\u0646\u0627 \u0634\u062f\u0647 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f \u0647\u0627\u06cc \u0622\u0646 \u0631\u0627 \u0645\u06cc \u0622\u0645\u0648\u0632\u06cc\u0645. \u0633\u067e\u0633 \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0631\u0627 \u062f\u0631 Torchvision \u0622\u0645\u0648\u062e\u062a\u0647 \u0648 \u0646\u062a\u0627\u06cc\u062c \u0622\u0646 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n

<\/i>\u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628<\/a>\n

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<\/div>\n\n

\"\u0622\u0645\u0648\u0632\u0634<\/a>\u062c\u0644\u0633\u0647 \u0634\u0634\u0645 : \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627 \u0628\u0627 Faster R-CNN<\/strong><\/h3>\n

\u062f\u0631 \u062c\u0644\u0633\u0647 \u0634\u0634\u0645 \u0628\u0627 \u062a\u0642\u0627\u0648\u062a \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0648 \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627 \u0622\u0634\u0646\u0627 \u0645\u06cc \u0634\u0648\u06cc\u0645 \u0648 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0633\u067e\u0633 \u0628\u0627 \u0633\u0647 \u0645\u062f\u0644 R-CNN \u0648 Fast R-CNN \u0648 Faster R-CNN \u0622\u0634\u0646\u0627 \u0634\u062f\u0647 \u0648 \u0646\u062d\u0648\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0622\u0646 \u0647\u0627 \u0631\u0627 \u0645\u06cc \u0622\u0645\u0648\u0632\u06cc\u0645. \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0645\u062b\u0627\u0644 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0627\u0632 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0645\u062f\u0644 \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n

<\/i>\u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628<\/a>\n

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<\/div>\n\n

\"\u0622\u0645\u0648\u0632\u0634<\/a>\u062c\u0644\u0633\u0647 \u0647\u0641\u062a\u0645 : \u0646\u0627\u062d\u06cc\u0647 \u0628\u0646\u062f\u06cc \u0646\u0645\u0648\u0646\u0647 \u0628\u0627 Mask R-CNN<\/strong><\/h3>\n

\u062f\u0631 \u0622\u062e\u0631\u06cc\u0646 \u0642\u0633\u0645\u062a \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0627 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0646\u0627\u062d\u06cc\u0647 \u0628\u0646\u062f\u06cc \u0646\u0645\u0648\u0646\u0647 ( Instance Segmentation ) \u0622\u0634\u0646\u0627 \u0645\u06cc \u0634\u0648\u06cc\u0645 \u0648 \u0627\u0632 \u0645\u062f\u0644 Mask R-CNN \u0628\u0631\u0627\u06cc \u0646\u0627\u062d\u06cc\u0647 \u0628\u0646\u062f\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u062e\u062a\u0644\u0641 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0632\u0645\u0627\u0646 \u0627\u0633\u062a\u0646\u0628\u0627\u0637 \u0622\u0646 \u0631\u0627 \u0628\u0631 \u0631\u0648\u06cc CPU \u0648 GPU \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n

<\/i>\u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628<\/a>\n

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\u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u06cc\u0645 \u0645\u0637\u0627\u0644\u0639\u0647 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0645\u0641\u06cc\u062f \u0628\u0648\u062f\u0647 \u0628\u0627\u0634\u062f \u0648 \u0634\u0645\u0627 \u0628\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u0622\u0645\u0648\u0632\u0634 \u0647\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f. \u062f\u0631 \u0635\u0648\u0631\u062a\u06cc \u06a9\u0647 \u062a\u062c\u0631\u0628\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 PyTorch \u062f\u0631 \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u062f\u0627\u0631\u06cc\u062f \u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u0639\u0644\u0627\u0642\u0647 \u0645\u0646\u062f\u0627\u0646 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0628\u06af\u0630\u0627\u0631\u06cc\u062f.<\/p>\n

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\n \u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!<\/span>\n <\/div>\n <\/div>\n","protected":false},"excerpt":{"rendered":"

\u062f\u0648\u0631\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc PyTorch \u0628\u0631\u0627\u06cc \u0645\u0628\u062a\u062f\u06cc\u0627\u0646 \u062a\u0648\u0633\u0637\u00a0Satya Mallick \u0645\u062f\u06cc\u0631 \u0639\u0627\u0645\u0644 OpenCV \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u0631\u062c\u0639\u06cc \u0631\u0633\u0645\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 PyTorch \u0648 \u06a9\u062f \u0646\u0648\u06cc\u0633\u06cc \u0622\u0646 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u06a9\u0647 \u0628\u0647 \u0645\u0628\u0627\u062d\u062b \u0645\u062e\u062a\u0644\u0641\u06cc \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u060c \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u0648 \u0646\u0627\u062d\u06cc\u0647 \u0628\u0646\u062f\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u062f. \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0631\u0627\u06cc \u0627\u0648\u0644\u06cc\u0646 \u0628\u0627\u0631 \u062a\u0648\u0633\u0637 \u0645\u062c\u0644\u0647 \u0634\u0647\u0627\u0628 \u0628\u0647 \u0632\u0628\u0627\u0646 \u0641\u0627\u0631\u0633\u06cc \u0628\u0631\u0627\u06cc \u0639\u0644\u0627\u0642\u0647 \u0645\u0646\u062f\u0627\u0646 …<\/p>\n","protected":false},"author":7,"featured_media":11777,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[231],"tags":[84,147,97,101,86],"class_list":["post-11746","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-courses","tag-84","tag-147","tag-97","tag-101","tag-86"],"_links":{"self":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/11746","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/comments?post=11746"}],"version-history":[{"count":0,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/11746\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media\/11777"}],"wp:attachment":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media?parent=11746"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/categories?post=11746"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/tags?post=11746"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}