{"id":14775,"date":"2024-05-19T17:45:50","date_gmt":"2024-05-19T14:15:50","guid":{"rendered":"https:\/\/hamiya.shop\/jurnal\/?p=14775"},"modified":"2024-10-14T13:46:17","modified_gmt":"2024-10-14T10:16:17","slug":"what-is-unsupervised-learning","status":"publish","type":"post","link":"https:\/\/hamiya.shop\/jurnal\/what-is-unsupervised-learning\/","title":{"rendered":"\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0646\u0634\u062f\u0647 (Unsupervised learning): \u06af\u0627\u0645\u06cc \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0633\u0646\u062a\u06cc"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-artificial-intelligence\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a> \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0627\u0645\u0631\u0648\u0632 \u0627\u0647\u0645\u06cc\u062a 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\u0634\u0627\u062e\u0647\u200c\u0647\u0627\u06cc <a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-machine-learning-definition-and-types\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a>\u060c \u06cc\u0639\u0646\u06cc <strong>&#8221; \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0646\u0634\u062f\u0647&#8221;<\/strong> \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u062f. \u0627\u0645\u0631\u0648\u0632\u0647\u060c \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0646\u06cc\u0631\u0648\u06cc \u0645\u062d\u0631\u06a9 \u062f\u0631 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0635\u0646\u0627\u06cc\u0639 \u0638\u0647\u0648\u0631 \u06a9\u0631\u062f\u0647\u200c\u0627\u0633\u062a. \u0627\u0632 \u062a\u0634\u062e\u06cc\u0635 \u0627\u0644\u06af\u0648 \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc 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\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641 \u0622\u0646 \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a. \u062f\u0631 \u0647\u0645\u06cc\u0646 \u0631\u0627\u0633\u062a\u0627\u060c \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc &#8220;\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0646\u0634\u062f\u0647&#8221; \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u062f\u061b \u0631\u0648\u0634\u06cc \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0645\u0627\u0634\u06cc\u0646\u0650 \u0628\u062f\u0648\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631\u060c \u0627\u0644\u06af\u0648\u0647\u0627 \u0648 <a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-black-box-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627\u06cc 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noopener\">\u0647\u0627\u0645\u06cc\u0627 \u0698\u0648\u0631\u0646\u0627\u0644<\/a> \u0628\u0627\u0634\u06cc\u062f \u0648 \u0627\u0632 \u0627\u06cc\u0646 \u0641\u0631\u0635\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0644\u0630\u062a \u0628\u0628\u0631\u06cc\u062f.<\/p>\n\n\n\n<div class=\"wp-block-yoast-seo-table-of-contents yoast-table-of-contents toc\"><h2><strong>\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/strong><\/h2><ul><li><a href=\"#h-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0628\u062f\u0648\u0646-\u0646\u0638\u0627\u0631\u062a-\u0686\u06cc\u0633\u062a\" data-level=\"2\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0686\u06cc\u0633\u062a\u061f<\/a><\/li><li><a href=\"#h-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0628\u062f\u0648\u0646-\u0646\u0638\u0627\u0631\u062a-\u0686\u06af\u0648\u0646\u0647-\u06a9\u0627\u0631-\u0645\u06cc-\u06a9\u0646\u062f\" data-level=\"2\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f\u061f<\/a><\/li><li><a href=\"#h-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0628\u062f\u0648\u0646-\u0646\u0638\u0627\u0631\u062a-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0628\u0627-\u0646\u0638\u0627\u0631\u062a-\u0648-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0646\u06cc\u0645\u0647-\u0646\u0638\u0627\u0631\u062a\u06cc\" data-level=\"2\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0627 \u0646\u0638\u0627\u0631\u062a \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u06cc\u0645\u0647 \u0646\u0638\u0627\u0631\u062a\u06cc<\/a><\/li><li><a href=\"#h-\u062e\u0648\u0634\u0647-\u0628\u0646\u062f\u06cc-\u0648-\u0627\u0646\u0648\u0627\u0639-\u062f\u06cc\u06af\u0631-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0628\u062f\u0648\u0646-\u0646\u0638\u0627\u0631\u062a\" data-level=\"2\">\u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc \u0648 \u0627\u0646\u0648\u0627\u0639 \u062f\u06cc\u06af\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a<\/a><\/li><li><a href=\"#h-\u0645\u0632\u0627\u06cc\u0627\u06cc-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0628\u062f\u0648\u0646-\u0646\u0638\u0627\u0631\u062a\" data-level=\"2\">\u0645\u0632\u0627\u06cc\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a<\/a><\/li><li><a href=\"#h-\u0686\u0627\u0644\u0634-\u0647\u0627\u06cc-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0628\u062f\u0648\u0646-\u0646\u0638\u0627\u0631\u062a\" data-level=\"2\">\u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a<\/a><\/li><li><a href=\"#h-\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0628\u062f\u0648\u0646-\u0646\u0638\u0627\u0631\u062a\" data-level=\"2\">\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a<\/a><\/li><\/ul><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0628\u062f\u0648\u0646-\u0646\u0638\u0627\u0631\u062a-\u0686\u06cc\u0633\u062a\"><strong>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0686\u06cc\u0633\u062a\u061f<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646\u200c\u0646\u0638\u0627\u0631\u062a (\u06cc\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a) \u06cc\u06a9\u06cc \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 (ML) \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI) \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0627\u0644\u06af\u0648\u0647\u0627 \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u06cc\u0627 \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc \u0646\u0634\u062f\u0647\u200c\u0627\u0646\u062f\u060c 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\u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc\u200c\u0646\u0634\u062f\u0647 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0634\u0628\u0627\u0647\u062a\u200c\u0647\u0627 \u0648 \u062a\u0641\u0627\u0648\u062a\u200c\u0647\u0627 \u06af\u0631\u0648\u0647\u200c\u0628\u0646\u062f\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u062d\u062a\u06cc \u0627\u06af\u0631 \u0647\u06cc\u0686 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u062a\u0639\u06cc\u06cc\u0646\u200c\u0634\u062f\u0647\u200c\u0627\u06cc \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u06a9\u0647 \u0642\u0627\u062f\u0631 \u0628\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0647\u0633\u062a\u0646\u062f\u060c \u0627\u063a\u0644\u0628 \u0628\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0648\u0644\u06cc\u062f\u06a9\u0646\u0646\u062f\u0647 \u0645\u0631\u062a\u0628\u0637 \u0647\u0633\u062a\u0646\u062f\u060c \u0627\u06af\u0631\u0686\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u0632 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0646\u06cc\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f \u06a9\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u062d\u062a \u0646\u0638\u0627\u0631\u062a \u0645\u0631\u062a\u0628\u0637 \u0627\u0633\u062a. <a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-a-chatbot-and-how-does-it-work\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627<\/a>\u060c \u062e\u0648\u062f\u0631\u0648\u0647\u0627\u06cc \u062e\u0648\u062f\u0631\u0627\u0646\u060c \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647\u060c \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062e\u0628\u0631\u0647 \u0648 \u0631\u0628\u0627\u062a\u200c\u0647\u0627 \u0627\u0632 \u062c\u0645\u0644\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0627\u0632 \u0631\u0648\u06cc\u06a9\u0631\u062f\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0627 \u0646\u0638\u0627\u0631\u062a \u06cc\u0627 \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/unsupervised-learning-1024x683.webp\" alt=\"\u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a\" class=\"wp-image-14869\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/unsupervised-learning-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/unsupervised-learning-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/unsupervised-learning-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/unsupervised-learning-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/unsupervised-learning-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/unsupervised-learning.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0628\u062f\u0648\u0646-\u0646\u0638\u0627\u0631\u062a-\u0686\u06af\u0648\u0646\u0647-\u06a9\u0627\u0631-\u0645\u06cc-\u06a9\u0646\u062f\"><strong>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 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\u0627\u0633\u062a. \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0646\u0634\u062f\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0647 \u062a\u0646\u0647\u0627\u06cc\u06cc \u0646\u062d\u0648\u0647 \u062c\u062f\u0627\u0633\u0627\u0632\u06cc \u06af\u0631\u0628\u0647 \u0627\u0632 \u0633\u06af \u0631\u0627 \u0628\u0641\u0647\u0645\u062f\u060c \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u0628\u0644\u0647 \u0628\u0627 \u0646\u0698\u0627\u062f\u0647\u0627\u06cc \u063a\u06cc\u0631\u0645\u0639\u0645\u0648\u0644\u060c \u062f\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0646\u0634\u062f\u0647 \u0648 \u0646\u0627\u062e\u0648\u0627\u0633\u062a\u0647\u200c\u0627\u06cc \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u062f \u06a9\u0647 \u0628\u0647 \u062c\u0627\u06cc \u0646\u0638\u0645\u060c \u0628\u0627\u0639\u062b \u0627\u06cc\u062c\u0627\u062f \u0633\u0631\u062f\u0631\u06af\u0645\u06cc \u0634\u0648\u062f.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/supervised-learning-vs.-unsupervised-learning-1-1024x683.webp\" alt=\"\u062a\u0641\u0627\u0648\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0627 \u0646\u0638\u0627\u0631\u062a\" class=\"wp-image-14877\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/supervised-learning-vs.-unsupervised-learning-1-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/supervised-learning-vs.-unsupervised-learning-1-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/supervised-learning-vs.-unsupervised-learning-1-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/supervised-learning-vs.-unsupervised-learning-1-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/supervised-learning-vs.-unsupervised-learning-1-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/supervised-learning-vs.-unsupervised-learning-1.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u062a\u0641\u0627\u0648\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0627 \u0646\u0638\u0627\u0631\u062a<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u06cc\u0627 \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c \u0647\u0627\u06cc \u062e\u0648\u062f \u0627\u0632 \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc\u200c\u0634\u062f\u0647 \u0648 \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647 \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0628\u0647 \u0637\u0648\u0631 \u0645\u0646\u0627\u0633\u0628 &#8220;\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u06cc\u0645\u0647 \u0646\u0638\u0627\u0631\u062a\u06cc&#8221; \u0646\u0627\u0645\u06cc\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u06cc\u0645\u0647 \u0646\u0638\u0627\u0631\u062a\u06cc\u060c \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u0627 \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc\u200c\u0634\u062f\u0647 \u0648 \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u0641\u0631\u0627\u06cc\u0646\u062f \u0628\u0627 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u0627\u062a \u0648 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc\u200c\u0647\u0627\u06cc \u0627\u0646\u0633\u0627\u0646\u06cc \u0622\u063a\u0627\u0632 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0633\u067e\u0633 \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646\u200c\u0646\u0638\u0627\u0631\u062a \u0628\u0631\u0627\u06cc \u06a9\u0645\u06a9 \u0628\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0627 \u0646\u0638\u0627\u0631\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u06cc\u0645\u0647 \u0646\u0638\u0627\u0631\u062a\u06cc \u0627\u06cc\u0646 \u0622\u0632\u0627\u062f\u06cc \u0631\u0627 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u062f\u0631 \u0639\u06cc\u0646 \u062d\u0627\u0644 \u062a\u062d\u062a \u0647\u062f\u0627\u06cc\u062a \u062f\u06cc\u062f\u06af\u0627\u0647 \u0627\u0646\u0633\u0627\u0646\u06cc\u060c \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0631\u0686\u0633\u0628 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u06cc\u06a9 \u062a\u06a9\u0646\u06cc\u06a9 \u062f\u06cc\u06af\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c <a href=\"https:\/\/hamiya.shop\/jurnal\/reinforcement-learning\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc (reinforcement learning)<\/a> \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u067e\u0627\u062f\u0627\u0634 \u062f\u0627\u062f\u0646 \u0628\u0647 \u0631\u0641\u062a\u0627\u0631\u0647\u0627\u06cc \u0645\u0637\u0644\u0648\u0628 \u0648 \u062a\u0646\u0628\u06cc\u0647 \u0631\u0641\u062a\u0627\u0631\u0647\u0627\u06cc \u0646\u0627\u0645\u0637\u0644\u0648\u0628 \u0628\u0646\u0627 \u0634\u062f\u0647\u200c\u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u0641\u0631\u0622\u06cc\u0646\u062f\u060c \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0631\u0648\u0634\u06cc \u0628\u0631\u0627\u06cc \u0627\u062e\u062a\u0635\u0627\u0635 \u062f\u0627\u062f\u0646 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0645\u062b\u0628\u062a \u0628\u0647 \u0627\u0639\u0645\u0627\u0644 \u0645\u0637\u0644\u0648\u0628 \u0648 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0645\u0646\u0641\u06cc \u0628\u0647 \u0631\u0641\u062a\u0627\u0631\u0647\u0627\u06cc \u0646\u0627\u0645\u0637\u0644\u0648\u0628 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n\n\n<div class=\"pgc-sgb-cb wp-block-pgcsimplygalleryblock-slider \" data-gallery-id=\"02847583\"style=&quot;min-height:600px&quot;><div class=\"sgb-preloader\" id=\"pr_02847583\">\n\t<div class=\"sgb-square\" style=\"background:#d4d4d4\"><\/div>\n\t<div class=\"sgb-square\" style=\"background:#d4d4d4\"><\/div>\n\t<div class=\"sgb-square\" 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works\",\"url\":\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/how-supervised-learning-works.webp\",\"link\":\"https:\/\/hamiya.shop\/jurnal\/what-is-unsupervised-learning\/how-supervised-learning-works-2\/\",\"alt\":\"\",\"description\":\"\",\"caption\":\"\",\"mime\":\"image\/webp\",\"type\":\"image\",\"width\":1920,\"height\":1280,\"sizes\":{\"thumbnail\":{\"height\":150,\"width\":150,\"url\":\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/how-supervised-learning-works-150x150.webp\",\"orientation\":\"landscape\"},\"medium\":{\"height\":200,\"width\":300,\"url\":\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/how-supervised-learning-works-300x200.webp\",\"orientation\":\"landscape\"},\"large\":{\"height\":683,\"width\":1024,\"url\":\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/how-supervised-learning-works-1024x683.webp\",\"orientation\":\"landscape\"},\"full\":{\"url\":\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/how-supervised-learning-works.webp\",\"height\":1280,\"width\":1920,\"orientation\":\"landscape\"}},\"imageMeta\":{\"aperture\":\"0\",\"credit\":\"\",\"camera\":\"\",\"caption\":\"\",\"created_timestamp\":\"0\",\"copyright\":\"\",\"focal_length\":\"0\",\"iso\":\"0\",\"shutter_speed\":\"0\",\"title\":\"\",\"orientation\":\"0\",\"keywords\":[]},\"meta\":false,\"postlink\":\"https:\/\/hamiya.shop\/jurnal\/what-is-unsupervised-learning\/how-supervised-learning-works-2\/\"}],\"shareFacebook\":false,\"shareTwitter\":false,\"sharePinterest\":false,\"sliderItemDownload\":false,\"shareCopyLink\":false,\"sliderItemCounterEnable\":false,\"sliderThumbBarEnable\":false,\"sliderSocialShareEnabled\":false,\"sliderZoomEnable\":false,\"sliderFullscreenEnabled\":false,\"itemsMetaDataCollection\":[]}<\/script><script>(function(){if(window.PGC_SGB && window.PGC_SGB.searcher){window.PGC_SGB.searcher.initBlocks()}})()<\/script><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u062e\u0648\u0634\u0647-\u0628\u0646\u062f\u06cc-\u0648-\u0627\u0646\u0648\u0627\u0639-\u062f\u06cc\u06af\u0631-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0628\u062f\u0648\u0646-\u0646\u0638\u0627\u0631\u062a\"><strong>\u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc \u0648 \u0627\u0646\u0648\u0627\u0639 \u062f\u06cc\u06af\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0646\u0634\u062f\u0647 \u0627\u063a\u0644\u0628 \u0628\u0631 \u0631\u0648\u06cc \u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc (clustering) \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u062f. \u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc \u06cc\u0639\u0646\u06cc \u06af\u0631\u0648\u0647 \u0628\u0646\u062f\u06cc \u0627\u0634\u06cc\u0627\u0621 \u06cc\u0627 \u0646\u0642\u0627\u0637 \u062f\u0627\u062f\u0647\u200c\u0627\u06cc \u0645\u0634\u0627\u0628\u0647 \u062f\u0631 \u06cc\u06a9 \u062e\u0648\u0634\u0647 \u0648 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0646 \u0627\u0634\u06cc\u0627\u0621 \u063a\u06cc\u0631\u0645\u0634\u0627\u0628\u0647 \u062f\u0631 \u062e\u0648\u0634\u0647\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0628\u0631\u0627\u06cc \u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f\u060c \u0628\u0647 \u0637\u0648\u0631\u06cc \u06a9\u0647 \u062e\u0648\u062f \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c \u0647\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f\u0634\u0627\u0646 \u062f\u0631 \u062f\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c \u0647\u0627\u06cc \u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u062f\u0631 \u062f\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0632\u06cc\u0631 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc \u0627\u0646\u062d\u0635\u0627\u0631\u06cc (<\/strong><strong>Exclusive clustering<\/strong><strong>):<\/strong> \u0627\u06cc\u0646 \u0634\u06a9\u0644 \u0627\u0632 \u06af\u0631\u0648\u0647 \u0628\u0646\u062f\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0645\u0634\u062e\u0635 \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u06cc\u06a9 \u0646\u0642\u0637\u0647 \u062f\u0627\u062f\u0647 \u0641\u0642\u0637 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u06cc\u06a9 \u062e\u0648\u0634\u0647 \u0648\u062c\u0648\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f.<\/li>\n\n\n\n<li><strong>\u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc \u0647\u0645\u067e\u0648\u0634\u0627\u0646\u06cc (<\/strong><strong>Overlapping clustering<\/strong><strong>):<\/strong> \u0627\u06cc\u0646 \u0634\u06a9\u0644 \u0627\u0632 \u06af\u0631\u0648\u0647 \u0628\u0646\u062f\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0647 \u0646\u0642\u0627\u0637 \u062f\u0627\u062f\u0647 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u0628\u0627 \u0633\u0637\u0648\u062d \u0639\u0636\u0648\u06cc\u062a \u0645\u062a\u0641\u0627\u0648\u062a \u0628\u0647 \u0686\u0646\u062f\u06cc\u0646 \u062e\u0648\u0634\u0647 \u062a\u0639\u0644\u0642 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc \u0633\u0644\u0633\u0644\u0647 \u0645\u0631\u0627\u062a\u0628\u06cc (<\/strong><strong>Hierarchical clustering<\/strong><strong>):<\/strong> \u0627\u06cc\u0646 \u0634\u06a9\u0644 \u0627\u0632 \u06af\u0631\u0648\u0647 \u0628\u0646\u062f\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0647 \u062f\u0648 \u062f\u0633\u062a\u0647 \u062a\u0642\u0633\u06cc\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f: \u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc \u0622\u06af\u0644\u0648\u0645\u0631\u0627\u062a\u06cc\u0648 \u06cc\u0627 \u0631\u0648\u0634 \u067e\u0627\u06cc\u06cc\u0646 \u0628\u0647 \u0628\u0627\u0644\u0627 (agglomerative) \u0648 \u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc \u062a\u0642\u0633\u06cc\u0645\u06cc \u06cc\u0627 \u0628\u0627\u0644\u0627 \u0628\u0647 \u067e\u0627\u06cc\u06cc\u0646 (divisive). \u062f\u0631 \u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc \u0622\u06af\u0644\u0648\u0645\u0631\u0627\u062a\u06cc\u0648\u060c \u0646\u0642\u0627\u0637 \u062f\u0627\u062f\u0647 \u062f\u0631 \u0627\u0628\u062a\u062f\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06af\u0631\u0648\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u062a\u0646\u0638\u06cc\u0645 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0648 \u0628\u0639\u062f\u0627\u064b \u0627\u062f\u063a\u0627\u0645 \u0645\u06cc\u200c \u0634\u0648\u0646\u062f\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc \u062a\u0642\u0633\u06cc\u0645\u06cc \u06cc\u06a9 \u062e\u0648\u0634\u0647 \u062f\u0627\u062f\u0647 \u0648\u0627\u062d\u062f \u0631\u0627 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f \u0648 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0646\u0642\u0627\u0637 \u062f\u0627\u062f\u0647 \u0622\u0646 \u0631\u0627 \u062a\u0642\u0633\u06cc\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc \u0627\u062d\u062a\u0645\u0627\u0644\u06cc (Probabilistic clustering):<\/strong> \u0627\u06cc\u0646 \u0634\u06a9\u0644 \u0627\u0632 \u06af\u0631\u0648\u0647 \u0628\u0646\u062f\u06cc \u0646\u0642\u0627\u0637 \u062f\u0627\u062f\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0627\u062d\u062a\u0645\u0627\u0644 \u062a\u0639\u0644\u0642 \u062f\u0627\u0634\u062a\u0646 \u0622\u0646\u200c\u0647\u0627 \u0628\u0647 \u062a\u0648\u0632\u06cc\u0639 \u062e\u0627\u0635\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0645\u062f\u0644 \u0645\u062e\u0644\u0648\u0637 \u06af\u0627\u0648\u0633\u06cc (<a href=\"https:\/\/builtin.com\/articles\/gaussian-mixture-model#:~:text=A%20Gaussian%20mixture%20model%20is%20a%20soft%20clustering%20technique%20used,clusters%20in%20a%20data%20set.\" target=\"_blank\" rel=\"noreferrer noopener\">Gaussian Mixture Model<\/a>) \u0628\u0647 \u0637\u0648\u0631 \u0645\u0639\u0645\u0648\u0644 \u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u0632\u06cc\u0631\u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0647\u0627\u06cc\u06cc \u062f\u0631\u0648\u0646 \u06a9\u0644 \u062c\u0645\u0639\u06cc\u062a \u0628\u0647 \u06a9\u0627\u0631 \u0645\u06cc\u200c\u0631\u0648\u062f.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0631\u062e\u06cc \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c \u0647\u0627\u06cc \u067e\u0631\u06a9\u0627\u0631\u0628\u0631\u062f\u062a\u0631 \u062f\u0631 \u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632: \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc K-means\u060c \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc K-means \u0641\u0627\u0632\u06cc\u060c \u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc \u0633\u0644\u0633\u0644\u0647 \u0645\u0631\u0627\u062a\u0628\u06cc \u0648 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c \u0647\u0627\u06cc \u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062a\u0631\u0627\u06a9\u0645 (density-based clustering algorithms).<\/p>\n\n\n<div class=\"pgc-sgb-cb wp-block-pgcsimplygalleryblock-slider \" data-gallery-id=\"cd282872\"style=&quot;min-height:700px&quot;><div class=\"sgb-preloader\" id=\"pr_cd282872\">\n\t<div class=\"sgb-square\" style=\"background:#d4d4d4\"><\/div>\n\t<div class=\"sgb-square\" style=\"background:#d4d4d4\"><\/div>\n\t<div class=\"sgb-square\" style=\"background:#d4d4d4\"><\/div>\n\t<div class=\"sgb-square\" style=\"background:#d4d4d4\"><\/div><\/div><div class=\"simply-gallery-amp pgc_sgb_slider \"><noscript><div class=\"sgb-gallery\"><div class=\"sgb-item\"><a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-unsupervised-learning\/exclusive-clustering\/\" target=\"_blank\"><img decoding=\"async\" alt=\"\" width=\"300\" height=\"200\" loading=\"lazy\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/Exclusive-clustering-300x200.webp\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/Exclusive-clustering-300x200.webp 300w,https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/Exclusive-clustering-1024x683.webp 1024w,https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/Exclusive-clustering.webp 1920w\" sizes=\"auto, 250px\"\/><\/a><\/div><div class=\"sgb-item\"><a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-unsupervised-learning\/hierarchical-agglomerative-clustering\/\" target=\"_blank\"><img decoding=\"async\" alt=\"\" width=\"300\" height=\"200\" loading=\"lazy\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/Hierarchical-Agglomerative-Clustering-300x200.webp\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/Hierarchical-Agglomerative-Clustering-300x200.webp 300w,https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/Hierarchical-Agglomerative-Clustering-1024x683.webp 1024w,https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/Hierarchical-Agglomerative-Clustering.webp 1920w\" sizes=\"auto, 250px\"\/><\/a><\/div><div class=\"sgb-item\"><a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-unsupervised-learning\/overlapping-clustering\/\" target=\"_blank\"><img decoding=\"async\" alt=\"\" width=\"300\" height=\"200\" loading=\"lazy\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/05\/Overlapping-clustering-300x200.webp\" 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\u0645\u0646\u0627\u0633\u0628\u200c\u062a\u0631 \u0627\u0633\u062a.<\/strong> \u062f\u0631 \u062c\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0627\u0648\u0644\u06cc\u0647\u060c \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631 \u0648 \u0628\u062f\u0648\u0646 \u0633\u0627\u062e\u062a\u0627\u0631 \u0647\u0633\u062a\u0646\u062f\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0646\u0633\u0628\u062a \u0628\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0627 \u0646\u0638\u0627\u0631\u062a \u0645\u0641\u06cc\u062f\u062a\u0631 \u0627\u0633\u062a.<\/li>\n\n\n\n<li><strong>\u0646\u06cc\u0627\u0632 \u0628\u0647 \u062a\u0641\u0633\u06cc\u0631 \u0628\u0631\u0686\u0633\u0628\u200c\u0647\u0627 \u0646\u06cc\u0633\u062a.<\/strong> \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647 \u0645\u0633\u0626\u0648\u0644\u06cc\u062a \u0639\u0628\u0648\u0631 \u062f\u0627\u062f\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c \u0647\u0627 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0631 \u0639\u0647\u062f\u0647 \u062f\u0627\u0631\u0646\u062f\u060c \u0627\u0645\u0627 \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u062a\u0641\u0633\u06cc\u0631 \u0628\u0631\u0686\u0633\u0628 \u0628\u0631\u0627\u06cc \u062a\u06a9 \u062a\u06a9 \u0646\u0642\u0627\u0637 \u062f\u0627\u062f\u0647 \u0646\u062f\u0627\u0631\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u0645\u0639\u0627\u0646\u06cc \u0631\u0627 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/strong> \u0627\u0628\u0632\u0627\u0631\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0627\u0646\u0633\u0627\u0646\u060c \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 \u0631\u0627 \u062f\u0627\u0631\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0627\u0638\u0631 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0632\u0645\u06cc\u0646\u0647\u200c\u0627\u06cc \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0633\u0627\u062e\u062a\u0627\u0631 \u0645\u0641\u06cc\u062f \u0627\u0633\u062a.<\/strong> \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0639\u0648\u0627\u0645\u0644 \u0645\u0634\u062a\u0631\u06a9 \u0628\u06cc\u0646 \u062d\u062c\u0645 \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u0646\u0642\u0627\u0637 \u062f\u0627\u062f\u0647\u200c\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0628\u0647 \u06a9\u0627\u0631 \u0628\u0631\u062f.<\/li>\n\n\n\n<li><strong>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u062f\u0631 \u0644\u062d\u0638\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f.<\/strong> \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0646\u0634\u062f\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0644\u062d\u0638\u0647\u200c\u0627\u06cc \u0648 \u0622\u0646\u06cc \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0627\u0644\u06af\u0648\u0647\u0627 \u06a9\u0627\u0631 \u06a9\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0647\u0632\u06cc\u0646\u0647 \u06a9\u0645\u062a\u0631\u06cc \u0646\u0633\u0628\u062a \u0628\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0627 \u0646\u0638\u0627\u0631\u062a \u062f\u0627\u0631\u062f.<\/strong> \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646\u200c\u0646\u0638\u0627\u0631\u062a \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u06a9\u0627\u0631\u0650 \u062f\u0633\u062a\u06cc \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0646\u062f\u0627\u0631\u062f\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0627 \u0646\u0638\u0627\u0631\u062a \u0628\u0647 \u0622\u0646 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0686\u0627\u0644\u0634-\u0647\u0627\u06cc-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0628\u062f\u0648\u0646-\u0646\u0638\u0627\u0631\u062a\"><strong>\u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0627 \u0648\u062c\u0648\u062f \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0645\u0641\u06cc\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0646\u0634\u062f\u0647 \u060c \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627 \u0628\u0627\u06cc\u062f \u0645\u0639\u0627\u06cc\u0628 \u0622\u0646 \u0631\u0627 \u0646\u06cc\u0632 \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u0646\u062f\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0646\u062a\u0627\u06cc\u062c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u063a\u06cc\u0631\u0642\u0627\u0628\u0644 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0628\u0627\u0634\u0646\u062f.<\/strong> \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u062f\u0642\u062a \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u062f\u0634\u0648\u0627\u0631 \u0627\u0633\u062a\u060c \u0632\u06cc\u0631\u0627 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc\u200c\u0634\u062f\u0647\u200c\u0627\u06cc \u0628\u0631\u0627\u06cc \u062a\u0623\u06cc\u06cc\u062f \u0646\u062a\u0627\u06cc\u062c \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u062f.<\/li>\n\n\n\n<li><strong>\u0632\u0645\u0627\u0646 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0646\u06cc\u0627\u0632 \u0627\u0633\u062a.<\/strong> \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u062e\u0631\u0648\u062c\u06cc \u0628\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc \u0628\u0632\u0631\u06af\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0632\u0645\u0627\u0646\u200c\u0628\u0631 \u0628\u0627\u0634\u062f.<\/li>\n\n\n\n<li><strong>\u06a9\u0645\u0628\u0648\u062f \u0628\u06cc\u0646\u0634:<\/strong> \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u067e\u0646\u0647\u0627\u0646 \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0646\u0634\u062f\u0647 \u0628\u0632\u0631\u06af\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0641\u0631\u0622\u06cc\u0646\u062f \u0622\u0645\u0648\u0632\u0634 \u0631\u0627 \u062f\u0634\u0648\u0627\u0631\u062a\u0631 \u06a9\u0646\u062f.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u06a9\u0646\u0627\u0631 \u0645\u0639\u0627\u06cc\u0628 \u06a9\u0644\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646\u200c\u0646\u0638\u0627\u0631\u062a \u060c \u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc \u0646\u06cc\u0632 \u06cc\u06a9 \u0646\u0642\u0637\u0647\u200c\u0636\u0639\u0641 \u062f\u06cc\u06af\u0631 \u062f\u0627\u0631\u062f. \u062a\u062d\u0644\u06cc\u0644 \u062e\u0648\u0634\u0647\u200c\u0627\u06cc (cluster analysis) \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0634\u0628\u0627\u0647\u062a\u200c\u0647\u0627\u06cc \u0645\u06cc\u0627\u0646 \u0627\u0634\u06cc\u0627\u0621 \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u0628\u0631\u0622\u0648\u0631\u062f \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0627\u0645\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0645\u0646\u062c\u0631 \u0628\u0647 \u0646\u0627\u062f\u06cc\u062f\u0647 \u06af\u0631\u0641\u062a\u0646 \u0646\u0642\u0627\u0637 \u062f\u0627\u062f\u0647\u200c\u06cc \u0645\u0646\u062d\u0635\u0631\u0628\u0647\u200c\u0641\u0631\u062f \u06a9\u0647 \u062f\u0631 \u0628\u0631\u062e\u06cc \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627 \u0645\u062b\u0644 \u0628\u062e\u0634\u200c\u0628\u0646\u062f\u06cc \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0627\u0647\u0645\u06cc\u062a \u062f\u0627\u0631\u0646\u062f\u060c \u0634\u0648\u062f. \u0686\u0631\u0627 \u06a9\u0647 \u0647\u062f\u0641 \u062f\u0631 \u0628\u062e\u0634\u200c\u0628\u0646\u062f\u06cc \u0645\u0634\u062a\u0631\u06cc\u0627\u0646\u060c \u062f\u0631\u06a9 \u062a\u06a9 \u062a\u06a9 \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0648 \u0639\u0627\u062f\u0627\u062a \u062e\u0631\u06cc\u062f \u0645\u0646\u062d\u0635\u0631\u0628\u0647\u200c\u0641\u0631\u062f \u0622\u0646\u200c\u0647\u0627\u0633\u062a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0628\u062f\u0648\u0646-\u0646\u0638\u0627\u0631\u062a\"><strong>\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u062d\u0644\u06cc\u0644 \u0627\u06a9\u062a\u0634\u0627\u0641\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 (exploratory analysis) \u0648 \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f (dimensionality reduction) \u062f\u0648 \u0645\u0648\u0631\u062f \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0631\u0627\u06cc\u062c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0647\u0633\u062a\u0646\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u062d\u0644\u06cc\u0644 \u0627\u06a9\u062a\u0634\u0627\u0641\u06cc\u060c \u06a9\u0647 \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c \u0647\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0634\u0641 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0646\u0627\u0634\u0646\u0627\u062e\u062a\u0647 \u0642\u0628\u0644\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u062f\u0627\u0645\u0646\u0647\u200c\u0627\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0633\u0627\u0632\u0645\u0627\u0646\u06cc \u062f\u0627\u0631\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u062a\u062d\u0644\u06cc\u0644 \u0627\u06a9\u062a\u0634\u0627\u0641\u06cc \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0646\u0642\u0637\u0647\u200c\u06cc \u0634\u0631\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u062a\u0644\u0627\u0634\u200c\u0647\u0627\u06cc \u0628\u062e\u0634\u200c\u0628\u0646\u062f\u06cc \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u06a9\u0627\u0647\u0634 \u062d\u062c\u0645 \u0627\u0628\u0639\u0627\u062f (dimensionality reduction)\u060c \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c \u0647\u0627 \u062a\u0639\u062f\u0627\u062f \u0645\u062a\u063a\u06cc\u0631\u0647\u0627 \u06cc\u0627 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 (\u0627\u0628\u0639\u0627\u062f) \u062f\u0631\u0648\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u06a9\u0627\u0647\u0634 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u062a\u0627 \u0628\u062a\u0648\u0627\u0646 \u0631\u0648\u06cc \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u0628\u0631\u0627\u06cc \u0627\u0647\u062f\u0627\u0641 \u0645\u062e\u062a\u0644\u0641 \u062a\u0645\u0631\u06a9\u0632 \u06a9\u0631\u062f. \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0628\u0627 \u06af\u0641\u062a\u0646 \u0627\u06cc\u0646\u06a9\u0647 \u06a9\u0627\u0647\u0634 \u062d\u062c\u0645 \u062f\u0627\u062f\u0647\u060c \u0646\u0648\u06cc\u0632 \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u062d\u0630\u0641 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u062a\u0648\u0636\u06cc\u062d \u0645\u06cc\u200c\u062f\u0647\u0646\u062f. \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u063a\u0644\u0628 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c \u0647\u0627\u06cc \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u067e\u0646\u0647\u0627\u0646 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062f\u0644 (latent variable model) \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u06cc\u06a9 \u0633\u0627\u0632\u0645\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u0632 \u06a9\u0627\u0647\u0634 \u062d\u062c\u0645 \u062f\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u062a\u0635\u0627\u0648\u06cc\u0631 \u062a\u0627\u0631 \u0628\u0627 \u06a9\u0627\u0647\u0634 \u062c\u0632\u0626\u06cc\u0627\u062a \u067e\u0633\u200c\u0632\u0645\u06cc\u0646\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u0632\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u0634\u062e\u06cc\u0635 \u0646\u0627\u0647\u0646\u062c\u0627\u0631\u06cc \u062e\u0648\u0634\u0647\u200c\u0628\u0646\u062f\u06cc (Clustering anomaly detection):<\/strong> \u0627\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9 \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646\u200c\u0646\u0638\u0627\u0631\u062a \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u067e\u0631\u062a (outlier) \u062f\u0631 \u06cc\u06a9 \u06af\u0631\u0648\u0647 \u0628\u0646\u062f\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u060c \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0642\u0648\u0627\u0646\u06cc\u0646 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc (Association rule mining):<\/strong> \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u060c \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u067e\u06cc\u0634\u200c\u0622\u0645\u062f\u0647\u0627 (occurrence pattern) \u0631\u0627 \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0648 \u0686\u06af\u0648\u0646\u06af\u06cc \u062a\u0623\u062b\u06cc\u0631\u06af\u0630\u0627\u0631\u06cc \u0622\u0646\u200c\u0647\u0627 \u0628\u0631 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f \u0627\u063a\u0644\u0628 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0641\u0639\u0627\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0645\u0634\u06a9\u0648\u06a9\u060c \u0639\u0644\u0627\u0626\u0645 \u0628\u06cc\u0645\u0627\u0631\u06cc \u0648 \u0639\u0627\u062f\u0627\u062a \u062e\u0631\u06cc\u062f \u0645\u0634\u062a\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/li>\n\n\n\n<li><strong>\u0627\u0645\u0646\u06cc\u062a \u0633\u0627\u06cc\u0628\u0631\u06cc (Cybersecurity):<\/strong> \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u0627\u0645\u0646\u06cc\u062a \u0633\u0627\u06cc\u0628\u0631\u06cc \u06a9\u0647 \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647\u200c\u0627\u0646\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0632\u0645\u0627\u0646\u060c \u0645\u06a9\u0627\u0646 \u0648 \u0646\u062d\u0648\u0647 \u0648\u0642\u0648\u0639 \u0627\u062d\u062a\u0645\u0627\u0644\u06cc \u06cc\u06a9 \u062d\u0645\u0644\u0647 \u0633\u0627\u06cc\u0628\u0631\u06cc \u06a9\u0645\u06a9 \u06a9\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u0628\u062e\u0634\u200c\u0628\u0646\u062f\u06cc \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 (Customer segmentation):<\/strong> \u06af\u0631\u0648\u0647\u200c\u0647\u0627\u06cc \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc\u060c \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u200c\u0647\u0627\u06cc \u062a\u0628\u0644\u06cc\u063a\u0627\u062a\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u0634\u062a\u0631\u06cc\u0627\u0646\u0634\u0627\u0646 \u062f\u0631 \u0622\u0646 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f\u060c \u0634\u062e\u0635\u06cc\u200c\u0633\u0627\u0632\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u062a\u0635\u0648\u06cc\u0631\u0628\u0631\u062f\u0627\u0631\u06cc \u067e\u0632\u0634\u06a9\u06cc (Medical imaging):<\/strong> \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627\u06cc \u0645\u0631\u0627\u0642\u0628\u062a\u200c\u0647\u0627\u06cc \u0628\u0647\u062f\u0627\u0634\u062a\u06cc \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u062f\u0631 \u062f\u0633\u062a\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u0631\u0627\u062f\u06cc\u0648\u0644\u0648\u0698\u06cc \u0648 \u067e\u0627\u062a\u0648\u0644\u0648\u0698\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0645\u06a9 \u0628\u0647 \u062a\u0634\u062e\u06cc\u0635 \u0648 \u062f\u0631\u0645\u0627\u0646 \u0628\u06cc\u0645\u0627\u0631\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u0627\u0639\u062a\u0628\u0627\u0631 \u067e\u06cc\u0634\u200c\u0622\u06af\u0647\u06cc (Prognostic validity)<sup data-fn=\"c32d9d69-33a7-4d3c-819c-78b02b97b7bc\" class=\"fn\"><a id=\"c32d9d69-33a7-4d3c-819c-78b02b97b7bc-link\" href=\"#c32d9d69-33a7-4d3c-819c-78b02b97b7bc\">1<\/a><\/sup>:<\/strong> \u0627\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f \u06a9\u0647 \u0627\u063a\u0644\u0628 \u062f\u0631 \u0645\u0631\u0627\u0642\u0628\u062a\u200c\u0647\u0627\u06cc \u062f\u0631\u0645\u0627\u0646\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0628\u06cc\u0645\u0627\u0631\u0627\u0646\u0650 \u0628\u0627 \u0645\u0634\u06a9\u0644\u0627\u062a \u0633\u0644\u0627\u0645\u062a\u06cc \u0645\u0634\u0627\u0628\u0647 \u0631\u0627 \u06af\u0631\u0648\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0648\u0636\u0639\u06cc\u062a \u0627\u06cc\u0646 \u0628\u06cc\u0645\u0627\u0631\u0627\u0646 \u062f\u0631 \u0637\u0648\u0644 \u0632\u0645\u0627\u0646 \u0686\u06af\u0648\u0646\u0647 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f.<\/li>\n\n\n\n<li><strong>\u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u0648\u0635\u06cc\u0647\u200c\u06af\u0631 (Recommendation engines):<\/strong> \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u062a\u0627\u0631\u06cc\u062e\u0686\u0647\u200c\u06cc \u062c\u0633\u062a\u062c\u0648\u06cc \u0622\u0646\u0644\u0627\u06cc\u0646\u060c \u062e\u0631\u06cc\u062f \u0648 \u0628\u0627\u0632\u062e\u0648\u0631\u062f \u0627\u0641\u0631\u0627\u062f \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u062a\u0627 \u0645\u062d\u062a\u0648\u0627\u06cc \u0634\u062e\u0635\u06cc\u200c\u0633\u0627\u0632\u06cc\u200c\u0634\u062f\u0647 \u0631\u0627 \u0628\u0647 \u0622\u0646\u200c\u0647\u0627 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f.<a id=\"_msocom_1\"><\/a><\/li>\n<\/ul>\n\n\n<ol class=\"wp-block-footnotes\"><li id=\"c32d9d69-33a7-4d3c-819c-78b02b97b7bc\">\u0627\u0639\u062a\u0628\u0627\u0631 \u067e\u06cc\u0634 \u0622\u06af\u0647\u06cc \u0628\u0647 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u06cc\u06a9 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06cc\u0627 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0627\u062d\u062a\u0645\u0627\u0644 \u0648\u0642\u0648\u0639 \u06cc\u06a9 \u0631\u0648\u06cc\u062f\u0627\u062f \u062f\u0631 \u0622\u06cc\u0646\u062f\u0647 \u0627\u0634\u0627\u0631\u0647 \u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u0645\u0641\u0647\u0648\u0645 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0627\u0632 \u062c\u0645\u0644\u0647 \u067e\u0632\u0634\u06a9\u06cc\u060c \u0631\u0648\u0627\u0646\u0634\u0646\u0627\u0633\u06cc \u0648 \u0639\u0644\u0648\u0645 \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u062f. <a href=\"#c32d9d69-33a7-4d3c-819c-78b02b97b7bc-link\" aria-label=\"\u0631\u0641\u062a\u0646 \u0628\u0647 \u0645\u0631\u062c\u0639 \u067e\u0627\u0648\u0631\u0642\u06cc 1\">\u21a9\ufe0e<\/a><\/li><\/ol>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n<div style='text-align:center' class='yasr-auto-insert-visitor'><!--Yasr Visitor Votes Shortcode--><div id='yasr_visitor_votes_0aab7e6928f92' class='yasr-visitor-votes'><div class=\"yasr-custom-text-vv-before yasr-custom-text-vv-before-14775\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!<\/div><div id='yasr-vv-second-row-container-0aab7e6928f92'\r\n                                        class='yasr-vv-second-row-container'><div id='yasr-visitor-votes-rater-0aab7e6928f92'\r\n                                      class='yasr-rater-stars-vv'\r\n                                      data-rater-postid='14775'\r\n                                      data-rating='5'\r\n                                      data-rater-starsize='24'\r\n                                      data-rater-readonly='false'\r\n                                      data-rater-nonce='73bd71f607'\r\n                                      data-issingular='false'\r\n                                    ><\/div><div class=\"yasr-vv-stats-text-container\" id=\"yasr-vv-stats-text-container-0aab7e6928f92\"><span id=\"yasr-vv-text-container-0aab7e6928f92\" class=\"yasr-vv-text-container\"><strong><span id=\"yasr-vv-votes-number-container-0aab7e6928f92\">3<\/span> \/ <span id=\"yasr-vv-average-container-0aab7e6928f92\">5<\/span><\/strong><\/span><\/div><div id='yasr-vv-loader-0aab7e6928f92' class='yasr-vv-container-loader'><\/div><\/div><div id='yasr-vv-bottom-container-0aab7e6928f92'\r\n                              class='yasr-vv-bottom-container'\r\n                              style='display:none'><\/div><\/div><!--End Yasr Visitor Votes Shortcode--><\/div>","protected":false},"excerpt":{"rendered":"<p>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0627\u0645\u0631\u0648\u0632 \u0627\u0647\u0645\u06cc\u062a \u0628\u0633\u06cc\u0627\u0631 \u0632\u06cc\u0627\u062f\u06cc \u062f\u0627\u0631\u062f \u0648 \u0646\u0642\u0634\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u062f\u0631 \u0632\u0646\u062f\u06af\u06cc \u0631\u0648\u0632\u0645\u0631\u0647 \u0645\u0627 \u0627\u06cc\u0641\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc \u0686\u0634\u0645\u06af\u06cc\u0631 \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0648\u0632\u0647\u060c \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0627\u0635\u0644\u06cc \u0648 \u062f\u0631\u06a9 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0627\u0633\u062a\u0627\u060c \u0645\u0642\u0627\u0644\u0647 \u062d\u0627\u0636\u0631 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u0634\u0627\u062e\u0647\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u06cc\u0639\u0646\u06cc &#8221; \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0638\u0627\u0631\u062a \u0646\u0634\u062f\u0647&#8221; \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u062f. \u0627\u0645\u0631\u0648\u0632\u0647\u060c \u0647\u0648\u0634 &hellip;<\/p>\n","protected":false},"author":30,"featured_media":14868,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","pgc_sgb_lightbox_settings":"","yasr_overall_rating":0,"yasr_post_is_review":"","yasr_auto_insert_disabled":"","yasr_review_type":"","footnotes":"[{\"content\":\"\u0627\u0639\u062a\u0628\u0627\u0631 \u067e\u06cc\u0634 \u0622\u06af\u0647\u06cc \u0628\u0647 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