{"id":365859,"date":"2020-07-01T10:03:08","date_gmt":"2020-07-01T08:03:08","guid":{"rendered":"https:\/\/iotworlds.com\/what-is-the-role-of-machine-learning-in-iot\/"},"modified":"2022-08-25T09:58:38","modified_gmt":"2022-08-25T07:58:38","slug":"what-is-the-role-of-machine-learning-in-iot","status":"publish","type":"post","link":"https:\/\/iotworlds.com\/ar\/what-is-the-role-of-machine-learning-in-iot\/","title":{"rendered":"\u0645\u0627 \u0647\u0648 \u062f\u0648\u0631 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0641\u064a \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621\u061f"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\" id=\"h-what-is-iot-and-its-future\"><strong>\u0645\u0627 \u0647\u0648 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621\u061f \u0648\u0645\u0633\u062a\u0642\u0628\u0644\u0647<\/strong>!<\/h2>\n\n<p>&#8220;\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621&#8221; &#8211; IoT \u060c \u0627\u0644\u0645\u0648\u0635\u0648\u0641 \u062a\u0642\u0646\u064a\u064b\u0627 \u0639\u0644\u0649 \u0623\u0646\u0647 \u062c\u0647\u0627\u0632 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0645\u0632\u0648\u062f \u0628\u0623\u062c\u0647\u0632\u0629 \u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u060c \u064a\u0631\u0633\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u064a\u062a\u0644\u0642\u0649 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0628\u0641\u0636\u0644 \u0627\u062a\u0635\u0627\u0644 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a. \u0644\u0648\u0635\u0641 \u0628\u0645\u0635\u0637\u0644\u062d\u0627\u062a \u063a\u064a\u0631 \u062a\u0642\u0646\u064a\u0629 \u060c \u0645\u0644\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u0627\u062f\u064a\u0629 (\u0627\u0644\u0645\u0632\u0648\u062f\u0629 \u0628\u062c\u0647\u0627\u0632 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\u0625\u0644\u0649 \u0627\u0644\u0623\u063a\u0627\u0646\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0633\u0645\u0627\u0639\u0627\u062a \u0623\u0630\u0646 \u0645\u062a\u0635\u0644\u0629 \u0628\u0647\u0627\u062a\u0641 \u0630\u0643\u064a \u0623\u062b\u0646\u0627\u0621 \u0627\u0646\u0634\u063a\u0627\u0644\u0643 \u0628\u0623\u0634\u064a\u0627\u0621 \u0623\u062e\u0631\u0649 (\u0627\u0644\u0642\u064a\u0627\u062f\u0629) \u060c \u0648\u0647\u0646\u0627\u0643 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0645\u062f\u0639\u0648\u0645 \u0645\u0646 (\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a) AI. <a href=\"https:\/\/iotworlds.com\/ar\/%d8%b3%d9%85%d8%a7%d8%b9%d8%a7%d8%aa-%d8%a7%d8%b3%d8%aa%d8%b4%d8%b9%d8%a7%d8%b1-%d8%a7%d9%84%d8%b9%d8%a7%d8%b7%d9%81%d8%a9-%d9%85%d8%af%d8%b9%d9%88%d9%85-%d9%85%d9%86-%d8%a7%d9%84%d8%aa%d8%b9%d9%84\/\" target=\"_blank\" aria-label=\"undefined (apri in una nuova scheda)\" rel=\"noreferrer noopener\">\u062a\u062e\u064a\u0644 \u0645\u0633\u062a\u0634\u0639\u0631\u0627\u062a \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0641\u064a \u0633\u0645\u0627\u0639\u0627\u062a \u0627\u0644\u0623\u0630\u0646 \u060c \u0648\u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0647\u0627 \u0623\u062e\u0630 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0639\u062f\u0644 \u0636\u0631\u0628\u0627\u062a \u0627\u0644\u0642\u0644\u0628 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643 \u0648\u0628\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u0645\u0643\u0646\u0647\u0627 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0645\u0634\u0627\u0639\u0631\u0643.<\/a> \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u060c \u064a\u0645\u0643\u0646 \u0644\u0647\u0627\u062a\u0641\u0643 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\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0637\u0628\u0642 \u0644\u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0627\u0644\u0645\u0634\u0627\u0639\u0631. \u0643\u0644 \u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0627\u0644\u062a\u0623\u0643\u062f \u0645\u0646\u0647 \u0647\u0648 \u0623\u0646\u0647 \u0645\u062a\u0635\u0644 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a.<\/p>\n\n<p>\u0648\u0641\u0642\u064b\u0627 \u0644\u0640 <a aria-label=\"undefined (apri in una nuova scheda)\" href=\"https:\/\/www.businessinsider.com\/internet-of-things-report?IR=T)\" target=\"_blank\" rel=\"noreferrer noopener\">Business Insider<\/a> \u060c \u0633\u064a\u0643\u0648\u0646 \u0647\u0646\u0627\u0643 \u0623\u0643\u062b\u0631 \u0645\u0646 41 \u0645\u0644\u064a\u0627\u0631 \u062c\u0647\u0627\u0632 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0628\u062d\u0644\u0648\u0644 \u0639\u0627\u0645 2027 \u060c \u0627\u0631\u062a\u0641\u0627\u0639\u064b\u0627 \u0645\u0646 \u062d\u0648\u0627\u0644\u064a 8 \u0645\u0644\u064a\u0627\u0631\u0627\u062a \u0641\u064a \u0639\u0627\u0645 2019. \u062a\u0645 \u0625\u0646\u0634\u0627\u0621 \u0647\u0630\u0627 \u0627\u0644\u0627\u0633\u062a\u0637\u0644\u0627\u0639 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0631\u062f\u0648\u062f 400 \u0645\u0646 \u0643\u0628\u0627\u0631 \u0627\u0644\u0645\u062f\u064a\u0631\u064a\u0646 \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u064a\u064a\u0646 \u062d\u0648\u0644 \u0627\u0644\u0639\u0627\u0644\u0645. \u062a\u0634\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0634\u0631\u0643\u0627\u062a Alibaba \u0648 Alphabet \u0648 Amazon \u0648 Apple \u0648 VMWare \u0648 Verizon \u0648\u0645\u0627 \u0625\u0644\u0649 \u0630\u0644\u0643. \u0648\u062a\u0646\u0635 \u0643\u0630\u0644\u0643 \u0639\u0644\u0649 \u0623\u0646\u0647 \u0628\u062d\u0644\u0648\u0644 \u0639\u0627\u0645 2027 \u060c \u0633\u062a\u0635\u0644 \u062c\u0645\u064a\u0639 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062a\u0628\u0642\u064a\u0629 \u0644\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u060c \u0648\u0633\u0648\u0642 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u064a\u0646\u0645\u0648 \u0625\u0644\u0649 \u0623\u0643\u062b\u0631 \u0645\u0646 2.4 \u062a\u0631\u064a\u0644\u064a\u0648\u0646 \u062f\u0648\u0644\u0627\u0631 \u0633\u0646\u0648\u064a\u064b\u0627.<\/p>\n\n<p>\u064a\u0645\u0643\u0646 \u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628 \u0645\u0639 \u0623\u0643\u062b\u0631 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI) \u0623\u0646 \u064a\u062c\u0639\u0644 \u0646\u0638\u0627\u0645 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0646\u0641\u0633\u0647 \u0623\u0643\u062b\u0631 \u0630\u0643\u0627\u0621\u064b \u0648\u064a\u0645\u0643\u0646\u0647 \u0628\u0633\u0647\u0648\u0644\u0629 \u0645\u062d\u0627\u0643\u0627\u0629 \u0646\u0634\u0627\u0637 \u0627\u0644\u0625\u0646\u0633\u0627\u0646.<\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-role-of-artificial-intelligence-in-iot\"><strong>\u062f\u0648\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621<\/strong><\/h2>\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p><em>&#8220;AI + IoT = AIoT&#8221;<\/em><\/p><\/blockquote>\n\n<p>\u064a\u064f\u0639\u0631\u0651\u0641 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0623\u0646\u0647 \u0639\u0645\u0644\u064a\u0629 \u062c\u0639\u0644 \u0627\u0644\u0622\u0644\u0627\u062a \u0630\u0643\u064a\u0629 \u0628\u0645\u0627 \u064a\u0643\u0641\u064a \u0644\u0644\u0642\u064a\u0627\u0645 \u0628\u0627\u0644\u0645\u0647\u0627\u0645 \u062f\u0648\u0646 \u0623\u064a \u062a\u062f\u062e\u0644 \u0628\u0634\u0631\u064a. \u062a\u062c\u0645\u0639 \u062c\u0645\u064a\u0639 \u0623\u062c\u0647\u0632\u0629 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0645\u0639\u064b\u0627 \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u062e\u0645\u0629 \u060c \u0648\u0645\u0646 \u0646\u0627\u062d\u064a\u0629 \u0623\u062e\u0631\u0649 \u0644\u0628\u0646\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062d\u062f\u064a\u062b \u060c \u0641\u0625\u0646\u0647 \u064a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u062e\u0645\u0629. \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u060c \u0641\u0625\u0646 \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u0647\u0627\u062a\u064a\u0646 \u0627\u0644\u0637\u0631\u064a\u0642\u062a\u064a\u0646 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u062a\u064a\u0646 \u064a\u062c\u0639\u0644 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0627\u0644\u0631\u062a\u064a\u0628 \u0641\u064a \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0627\u0644\u0630\u0643\u064a (\u0645\u0647\u0627\u0645 \u0630\u0643\u064a\u0629 \u062f\u0648\u0646 \u062a\u062f\u062e\u0644 \u0628\u0634\u0631\u064a). \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0627\u0644\u0645\u0632\u064a\u062c \u0627\u0644\u0642\u0648\u064a \u0628\u064a\u0646 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0625\u0646\u062c\u0627\u0632\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u062d\u064a\u0627\u0629 \u0627\u0644\u0628\u0634\u0631.<\/p>\n\n<p>\u0644\u0630\u0644\u0643 \u060c \u0639\u0646\u062f\u0645\u0627 \u0646\u062a\u062d\u062f\u062b \u0639\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI) \u060c \u064a\u0644\u0639\u0628 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a (ML) \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 (DL) \u062f\u0648\u0631\u064b\u0627 \u0623\u0643\u062b\u0631 \u062d\u064a\u0648\u064a\u0629 \u0646\u0638\u0631\u064b\u0627 \u0644\u0623\u0646 DL \u0648 ML \u0647\u064a \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0641\u0631\u0639\u064a\u0629 \u0645\u0646 AI.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/ML_AI_DL_01-1.png\" alt=\"\" class=\"wp-image-394165\" width=\"301\" height=\"292\" srcset=\"https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/ML_AI_DL_01-1.png 817w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/ML_AI_DL_01-1-300x290.png 300w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/ML_AI_DL_01-1-768x743.png 768w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/ML_AI_DL_01-1-414x400.png 414w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/ML_AI_DL_01-1-585x566.png 585w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/ML_AI_DL_01-1-696x673.png 696w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/ML_AI_DL_01-1-434x420.png 434w\" sizes=\"(max-width: 301px) 100vw, 301px\" \/><\/figure>\n<\/div>\n<p><strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a (ML):<\/strong> \u064a\u062d\u062a\u0648\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0639\u0644\u0649 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0623\u0648 \u062a\u0642\u0646\u064a\u0627\u062a \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0641\u064a \u0634\u0643\u0644 \u0628\u0631\u0646\u0627\u0645\u062c \u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u064a\u062a\u0639\u0644\u0645 \u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u062a\u0643\u0631\u0631 \u0623\u0648 \u0628\u0645\u0641\u0631\u062f\u0647 \u0623\u0648 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u062a\u064a \u0646\u0630\u0643\u0631\u0647\u0627. \u0647\u0646\u0627\u0643 \u062b\u0644\u0627\u062b\u0629 \u0623\u0646\u0648\u0627\u0639 \u0631\u0626\u064a\u0633\u064a\u0629 \u0645\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0647\u064a: \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u063a\u064a\u0631 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641. \u062f\u0639\u0648\u0646\u0627 \u0646\u0631\u0649 \u0628\u0639\u0636 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0623\u0648 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621.<\/p>\n\n<p><strong>\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631:<\/strong> \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0647\u0648 \u0627\u0644\u0645\u0641\u0647\u0648\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u064a\u0642\u0639 \u0636\u0645\u0646 \u0641\u0626\u0629 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 \u062d\u064a\u062b \u064a\u062a\u0645 \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0625\u062f\u062e\u0627\u0644 (\u0645\u064a\u0632\u0629 \u0645\u0633\u062a\u0642\u0644\u0629) \u0648\u062a\u0633\u0645\u064a\u0627\u062a \u0627\u0644\u0625\u062e\u0631\u0627\u062c (\u0645\u064a\u0632\u0629 \u062a\u0627\u0628\u0639\u0629). \u064a\u062a\u0645 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0639\u0644\u0649 \u0627\u0644\u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0647\u0646\u0627\u0643 \u0646\u0648\u0639\u0627\u0646 \u0645\u0646 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0648\u0647\u0645\u0627 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0648\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u063a\u064a\u0631 \u0627\u0644\u062e\u0637\u064a.<\/p>\n\n<p>\u064a\u062a\u0645 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0639\u0646\u062f\u0645\u0627 \u064a\u0643\u0648\u0646 \u0647\u0646\u0627\u0643 \u062e\u0637\u064a \u0641\u064a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0625\u062f\u062e\u0627\u0644. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644 \u060c \u0639\u0646\u062f\u0645\u0627 \u064a\u062a\u0645 \u062a\u063a\u064a\u064a\u0631 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a x \u064a\u062c\u0628 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0647\u0646\u0627\u0643 \u062a\u063a\u064a\u064a\u0631 \u0645\u062d\u062a\u0645\u0644 \u0641\u064a \u0627\u0644\u0646\u0627\u062a\u062c y. \u0627\u0644\u0645\u0639\u0627\u062f\u0644\u0629 \u0627\u0644\u062a\u064a \u064a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0645\u0639\u0637\u0627\u0629 \u0628\u0640 Y = <sub>1<\/sub> + \u03b8 <sub>2<\/sub> X <sub>1<\/sub> . \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644 \u060c \u062e\u0630 \u0627\u0646\u0628\u0639\u0627\u062b\u0627\u062a \u062b\u0627\u0646\u064a \u0623\u0643\u0633\u064a\u062f <sub>\u0627\u0644\u0643\u0631\u0628\u0648\u0646<\/sub> \u0641\u064a \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062d\u062c\u0645 \u0627\u0644\u0645\u062d\u0631\u0643 \u0648\u0639\u062f\u062f \u0627\u0644\u0623\u0633\u0637\u0648\u0627\u0646\u0627\u062a. \u0645\u0639\u062f\u0644 \u0627\u0644\u0627\u0646\u0628\u0639\u0627\u062b \u0644\u0647 \u0639\u0644\u0627\u0642\u0629 \u062e\u0637\u064a\u0629 \u0645\u0639 \u062d\u062c\u0645 \u0627\u0644\u0645\u062d\u0631\u0643 \u0648\u0639\u062f\u062f \u0627\u0644\u0627\u0633\u0637\u0648\u0627\u0646\u0627\u062a.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/linear-regression.png\" alt=\"&#x645;&#x633;&#x62A;&#x648;&#x649; &#x645;&#x646;&#x62E;&#x641;&#x636; &#x645;&#x646; TensorFlow &#x644;&#x645;&#x634;&#x627;&#x643;&#x644; &#x627;&#x644;&#x627;&#x646;&#x62D;&#x62F;&#x627;&#x631; (&#x62A;&#x633;&#x639;&#x64A;&#x631; &#x627;&#x644;&#x645;&#x646;&#x632;&#x644;).\" class=\"wp-image-394177\" width=\"386\" height=\"289\" srcset=\"https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/linear-regression.png 640w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/linear-regression-300x225.png 300w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/linear-regression-533x400.png 533w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/linear-regression-585x439.png 585w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/linear-regression-560x420.png 560w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/linear-regression-80x60.png 80w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/linear-regression-265x198.png 265w\" sizes=\"(max-width: 386px) 100vw, 386px\" \/><figcaption><strong> \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a<\/strong><\/figcaption><\/figure>\n<\/div>\n<p>\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u063a\u064a\u0631 \u0627\u0644\u062e\u0637\u064a \u060c \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644 \u060c \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062f\u062e\u0644 \u0627\u0644\u0645\u062d\u0644\u064a \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a \u0644\u0644\u0635\u064a\u0646 (GDI) \u0633\u0646\u0648\u064a\u064b\u0627. \u0647\u0646\u0627 \u0627\u0644\u0645\u064a\u0632\u0629 \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0629 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u064a \u0633\u0646\u0648\u0627\u062a \u0648\u0627\u0644\u0645\u064a\u0632\u0629 \u0627\u0644\u062a\u0627\u0628\u0639\u0629 \u0623\u0648 \u0627\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0648\u0642\u0639 \u0647\u064a GDI. \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u0646 \u0646\u0631\u0649 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u063a\u064a\u0631 \u0627\u0644\u062e\u0637\u064a\u0629 \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a. \u064a\u062a\u0645 \u0625\u0639\u0637\u0627\u0621 \u0645\u0639\u0627\u062f\u0644\u0629 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u063a\u064a\u0631 \u0627\u0644\u062e\u0637\u064a \u0628\u0648\u0627\u0633\u0637\u0629 Y = <sub>1<\/sub> + \u03b8 <sub>2<\/sub> (X <sub>1<\/sub> ) <sup>2<\/sup> .<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/non-linear-regression.png\" alt=\"&#x627;&#x644;&#x62E;&#x637;&#x648;&#x627;&#x62A; &#x627;&#x644;&#x623;&#x648;&#x644;&#x649; &#x645;&#x639; &#x627;&#x644;&#x627;&#x646;&#x62D;&#x62F;&#x627;&#x631; &#x63A;&#x64A;&#x631; &#x627;&#x644;&#x62E;&#x637;&#x64A; &#x641;&#x64A; R | R- &#x627;&#x644;&#x645;&#x62F;&#x648;&#x646;&#x648;&#x646;\" class=\"wp-image-394179\" width=\"466\" height=\"324\" srcset=\"https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/non-linear-regression.png 450w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/non-linear-regression-300x209.png 300w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/non-linear-regression-100x70.png 100w\" sizes=\"(max-width: 466px) 100vw, 466px\" \/><figcaption><strong> \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u063a\u064a\u0631 \u0627\u0644\u062e\u0637\u064a<\/strong><\/figcaption><\/figure>\n<\/div>\n<p><strong>\u0627\u0644\u062a\u0635\u0646\u064a\u0641:<\/strong> \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0647\u0648 \u0623\u0633\u0644\u0648\u0628 \u062a\u0639\u0644\u0645 \u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641. \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0641\u064a \u062a\u0635\u0646\u064a\u0641 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u063a\u064a\u0631 \u0627\u0644\u0645\u0639\u0631\u0648\u0641\u0629 \u0625\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646\u0641\u0635\u0644\u0629 \u0645\u0646 \u0627\u0644\u0641\u0626\u0627\u062a. \u062a\u062a\u0639\u0631\u0641 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0639\u0644\u0649 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0645\u062a\u063a\u064a\u0631 \u0645\u064a\u0632\u0629 \u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0648\u0627\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641 \u0630\u064a \u0627\u0644\u0627\u0647\u062a\u0645\u0627\u0645. \u0627\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u0647\u062f\u0641 \u0642\u0627\u0637\u0639 \u0645\u0639 \u0642\u064a\u0645 discreate. \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0634\u0647\u064a\u0631\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0647\u064a <strong>K-Nearest Neighbours \u060c \u0648\u0634\u062c\u0631\u0629 \u0627\u0644\u0642\u0631\u0627\u0631 \u060c \u0648\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a \u060c \u0648\u0622\u0644\u0629 \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a \u0627\u0644\u062f\u0627\u0639\u0645\u0629.<\/strong><\/p>\n\n<p><strong>\u0627\u0644\u062a\u062c\u0645\u064a\u0639:<\/strong> \u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u064a\u0639\u0646\u064a \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u060c \u0628\u0623\u0633\u0644\u0648\u0628 \u063a\u064a\u0631 \u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641. \u064a\u062a\u0645 \u062a\u0639\u0631\u064a\u0641 \u0627\u0644\u0643\u062a\u0644\u0629 \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0646\u0642\u0627\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0634\u0628\u0647 \u0643\u0627\u0626\u0646\u0627\u062a \u0623\u062e\u0631\u0649 \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u060c \u0648\u062a\u062e\u062a\u0644\u0641 \u0639\u0646 \u0646\u0642\u0627\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0623\u062e\u0631\u0649. \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0647\u064a \u0645\u062c\u0645\u0648\u0639\u0627\u062a <strong>K-mean \u060c \u0648\u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0647\u0631\u0645\u064a \u0648\u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0643\u062b\u0627\u0641\u0629.<\/strong><\/p>\n\n<p><strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 (DL):<\/strong> \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0647\u0648 \u0645\u062c\u0627\u0644 \u0641\u0631\u0639\u064a \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u060c \u062a\u0645 \u062a\u0635\u0645\u064a\u0645\u0647 \u0628\u0625\u0644\u0647\u0627\u0645 \u0645\u0646 \u0627\u0644\u062f\u0645\u0627\u063a \u0627\u0644\u0628\u0634\u0631\u064a \u0648\u064a\u0633\u0645\u0649 \u0628\u0627\u0633\u0645 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 (ANN). \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u060c \u0641\u0625\u0646 \u0627\u0644\u062a\u0642\u062f\u0645 \u0641\u064a \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0639\u0645\u064a\u0642\u0629 \u064a\u062c\u0639\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0641\u064a \u0628\u064a\u0626\u0629 \u0645\u0639\u0642\u062f\u0629 \u0628\u0634\u0643\u0644 \u0623\u0633\u0631\u0639 \u0645\u0646 \u0627\u0644\u0628\u0634\u0631 \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/perceptron.png\" alt=\"Perceptrons - &#x627;&#x644;&#x634;&#x643;&#x644; &#x627;&#x644;&#x623;&#x633;&#x627;&#x633;&#x64A; &#x644;&#x644;&#x634;&#x628;&#x643;&#x629; &#x627;&#x644;&#x639;&#x635;&#x628;&#x64A;&#x629; &#xB7; &#x62A;&#x637;&#x628;&#x64A;&#x642; Go\" class=\"wp-image-394195\" width=\"301\" height=\"246\" srcset=\"https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/perceptron.png 610w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/perceptron-300x245.png 300w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/perceptron-489x400.png 489w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/perceptron-585x479.png 585w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/perceptron-513x420.png 513w\" sizes=\"(max-width: 301px) 100vw, 301px\" \/><figcaption>                        <strong>\u0628\u064a\u0631\u0633\u0628\u062a\u0631\u0648\u0646<\/strong><\/figcaption><\/figure>\n<\/div>\n<p><strong>\u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629:<\/strong> \u062a\u0645 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0645\u0646 \u062b\u0644\u0627\u062b \u0637\u0628\u0642\u0627\u062a \u060c \u0648\u0647\u064a <strong>\u0637\u0628\u0642\u0629 \u0625\u062f\u062e\u0627\u0644 \u060c \u0648\u0637\u0628\u0642\u0629 \u0645\u062e\u0641\u064a\u0629 \u060c \u0648\u0637\u0628\u0642\u0629 \u0625\u062e\u0631\u0627\u062c.<\/strong> \u064a\u062a\u0645 \u0636\u0631\u0628 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0645\u0646 \u0627\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 (\u0637\u0628\u0642\u0629 \u0627\u0644\u0625\u062f\u062e\u0627\u0644) \u0628\u0627\u0644\u0648\u0632\u0646 \u0648\u0627\u0644\u062a\u062d\u064a\u0632 \u0627\u0644\u0625\u0636\u0627\u0641\u064a. \u0627\u0644\u062a\u062d\u064a\u0632 \u0648\u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0641\u064a \u0627\u0644\u0628\u062f\u0627\u064a\u0629. \u062b\u0645 \u062a\u0645\u0631 \u0647\u0630\u0647 \u0627\u0644\u0642\u064a\u0645 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0628\u0639\u0636 \u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u062a\u0646\u0634\u064a\u0637 (ReLU \u060c Sigmoid \u060c Tanh \u060c \u0625\u0644\u062e) \u062b\u0645 \u062a\u0646\u062a\u0642\u0644 \u0625\u0644\u0649 \u0627\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u062d\u062a\u0649 \u0637\u0628\u0642\u0629 \u0627\u0644\u0625\u062e\u0631\u0627\u062c. \u064a\u0645\u0643\u0646 \u062a\u0643\u0631\u0627\u0631 \u0647\u0630\u0627 \u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0644\u0644\u0639\u0645\u0644\u064a\u0629 \u062d\u062a\u0649 \u0646\u062d\u0635\u0644 \u0639\u0644\u0649 \u0627\u0644\u0623\u062f\u0627\u0621 \/ \u0627\u0644\u062f\u0642\u0629 \u0627\u0644\u0645\u062b\u0644\u0649.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i1.wp.com\/www.iotworlds.com\/wp-content\/uploads\/2020\/07\/ANN.png?fit=696%2C455&amp;ssl=1\" alt=\"&#x627;&#x644;&#x62A;&#x639;&#x644;&#x645; &#x627;&#x644;&#x639;&#x645;&#x64A;&#x642; &#x627;&#x644;&#x62A;&#x637;&#x628;&#x64A;&#x642;&#x64A; - &#x627;&#x644;&#x62C;&#x632;&#x621; 1: &#x627;&#x644;&#x634;&#x628;&#x643;&#x627;&#x62A; &#x627;&#x644;&#x639;&#x635;&#x628;&#x64A;&#x629; &#x627;&#x644;&#x627;&#x635;&#x637;&#x646;&#x627;&#x639;&#x64A;&#x629;\" class=\"wp-image-3602\" width=\"432\" height=\"282\" srcset=\"https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/ANN.png 1318w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/ANN-300x196.png 300w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/ANN-1024x670.png 1024w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/ANN-768x502.png 768w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/ANN-960x628.png 960w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/ANN-612x400.png 612w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/ANN-585x383.png 585w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/ANN-696x455.png 696w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/ANN-1068x698.png 1068w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/ANN-642x420.png 642w, https:\/\/iotworlds.com\/wp-content\/uploads\/2020\/07\/ANN-741x486.png 741w\" sizes=\"(max-width: 432px) 100vw, 432px\" \/><figcaption><em> <\/em><strong> \u0634\u0628\u0643\u0629 \u0627\u0639\u0635\u0627\u0628 \u0635\u0646\u0627\u0639\u064a\u0629<\/strong><\/figcaption><\/figure>\n<\/div>\n<h2 class=\"wp-block-heading\" id=\"h-applications-of-machine-learning-to-iot\"><strong>\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621<\/strong><\/h2>\n\n<p>\u064a\u0648\u062c\u062f \u0627\u0644\u064a\u0648\u0645 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a ML \u0627\u0644\u0645\u0637\u0628\u0642\u0629 \u0641\u064a \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621. \u062a\u0639\u062a\u0645\u062f \u062a\u0637\u0628\u064a\u0642\u0627\u062a ML \u0647\u0630\u0647 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u0627\u0644\u0645\u062c\u0627\u0644 \u0627\u0644\u0645\u0637\u0628\u0642. \u0647\u0646\u0627\u0643 \u0639\u062f\u0629 \u0623\u0633\u0628\u0627\u0628 \u0648\u0631\u0627\u0621 \u062a\u0623\u062b\u064a\u0631 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0639\u0644\u0649 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621. \u0648\u0644\u0643\u0646 \u0645\u0627 \u0627\u0644\u0630\u064a \u064a\u062d\u062f\u062b \u0623\u0648\u0644\u0627\u064b \u0625\u0630\u0627 \u062a\u0645 \u062a\u0646\u0641\u064a\u0630 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0628\u062f\u0648\u0646 ML\u061f \u064a\u062c\u0628 \u0623\u0646 \u064a\u0648\u0627\u062c\u0647 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\u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0645\u0639 \u0627\u0644\u0631\u0628\u0637 \u0627\u0644\u0628\u064a\u0646\u064a \u0644\u0644\u0623\u062c\u0647\u0632\u0629 \u0628\u0647\u062f\u0641 \u0631\u0626\u064a\u0633\u064a \u0647\u0648 \u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a (\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a). \u0643\u0627\u0646\u062a \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u064a \u0627\u0644\u0633\u0628\u0628 \u0627\u0644\u0642\u064a\u0627\u0633\u064a \u0627\u0644\u0630\u064a \u064a\u062c\u0639\u0644 ML \u0623\u0643\u062b\u0631 \u0642\u0648\u0629 \u060c \u0645\u0645\u0627 \u064a\u0632\u064a\u062f \u0645\u0646 \u0643\u0641\u0627\u0621\u0629 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621. \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u0633\u0627\u0647\u0645 \u0628\u0647\u0627 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