{"id":10101,"date":"2021-01-18T15:59:07","date_gmt":"2021-01-18T12:29:07","guid":{"rendered":"https:\/\/shahaab-co.com\/mag\/?p=10101"},"modified":"2021-01-18T16:00:00","modified_gmt":"2021-01-18T12:30:00","slug":"pca-step-by-step-tutorial","status":"publish","type":"post","link":"https:\/\/shahaab-co.com\/mag\/videos\/pca-step-by-step-tutorial\/","title":{"rendered":"\u0622\u0645\u0648\u0632\u0634 \u06af\u0627\u0645 \u0628\u0647 \u06af\u0627\u0645 \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc ( PCA )"},"content":{"rendered":"<p style=\"text-align: justify;\">\u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u06cc\u0627 PCA \u060c \u0631\u0648\u0634\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0627\u0633\u062a \u06a9\u0647 \u063a\u0627\u0644\u0628\u0627\u064b \u0628\u0631\u0627\u06cc \u06a9\u0627\u0647\u0634 \u062f\u0627\u062f\u0646 \u0627\u0628\u0639\u0627\u062f\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u060c \u0628\u0627 \u062a\u0628\u062f\u06cc\u0644 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u0628\u0632\u0631\u06af \u0627\u0632 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627 \u0628\u0647 \u06cc\u06a9 \u0645\u062a\u063a\u06cc\u0631 \u06a9\u0648\u0686\u06a9 \u062a\u0631 \u06a9\u0647 \u0647\u0646\u0648\u0632 \u0647\u0645 \u062d\u0627\u0648\u06cc \u0628\u06cc\u0634\u062a\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u062c\u0645\u0648\u0639\u0647 \u0628\u0632\u0631\u06af \u0627\u0633\u062a \u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p style=\"text-align: justify;\">\u06a9\u0627\u0647\u0634 \u062a\u0639\u062f\u0627\u062f \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0637\u0628\u06cc\u0639\u06cc \u0645\u0646\u062c\u0631 \u0628\u0647 \u06a9\u0627\u0647\u0634 \u062f\u0642\u062a \u0622\u0646 \u0645\u06cc \u0634\u0648\u062f \u060c \u0627\u0645\u0627 \u0634\u06af\u0631\u062f \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u06a9\u0645\u06cc \u062f\u0642\u062a \u0631\u0627 \u0628\u0631\u0627\u06cc \u0633\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u06a9\u0627\u0647\u0634 \u062f\u0647\u06cc\u062f. \u0632\u06cc\u0631\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648 \u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9 \u062a\u0631 \u0628\u062f\u0648\u0646 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0627\u0636\u0627\u0641\u06cc \u0628\u0631\u0627\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u060c \u0622\u0633\u0627\u0646 \u062a\u0631 \u0648 \u0633\u0631\u06cc\u0639 \u062a\u0631 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0644\u0627\u0635\u0647 \u060c \u0627\u06cc\u062f\u0647 PCA \u0633\u0627\u062f\u0647 \u0627\u0633\u062a &#8211; \u0636\u0645\u0646 \u062d\u0641\u0638 \u0647\u0631\u0686\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u060c \u062a\u0639\u062f\u0627\u062f \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0631\u0627 \u06a9\u0627\u0647\u0634 \u062f\u0647\u06cc\u062f.<\/p>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0627\u06cc\u0646 \u0648\u06cc\u062f\u06cc\u0648\u060c \u0646\u062d\u0648\u0647 \u0627\u062c\u0631\u0627 PCA \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u06af\u0627\u0645 \u0628\u0647 \u06af\u0627\u0645 \u0648 \u0628\u0627 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u06a9\u0627\u0645\u0644 \u0641\u0631\u0627 \u0645\u06cc \u06af\u06cc\u0631\u06cc\u062f. \u0628\u0631\u0627\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0645\u0648\u0631\u062f \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0628\u0627 \u0631\u0648\u0634 PCA \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f <a href=\"https:\/\/shahaab-co.com\/mag\/edu\/principal-component-analysis-pca\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647<\/a> \u0631\u0627 \u0645\u0637\u0627\u0644\u0639\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<h4><strong>\u0628\u06cc\u0634\u062a\u0631 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f :\u00a0<\/strong><\/h4>\n\n\n<div class=\"wp-block-group has-vivid-green-cyan-color has-text-color\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<ul class=\"wp-block-yoast-seo-related-links\"><li><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/dimensionality-reduction-tutorial\/\">\u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0686\u06cc\u0633\u062a &#8211; \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627 \u060c \u0631\u0648\u0634 \u0647\u0627 \u0648 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627<\/a><\/li><li><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/automate-surveillance-with-deep-learning\/\">\u0633\u06cc\u0633\u062a\u0645 \u0646\u0638\u0627\u0631\u062a\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642<\/a><\/li><li><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/principal-component-analysis-pca\/\">\u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0628\u0627 \u0631\u0648\u0634 \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc ( PCA )<\/a><\/li><li><a href=\"https:\/\/shahaab-co.com\/mag\/news\/ai\/how-ai-can-help-fight-climate-change\/\">\u0686\u06af\u0648\u0646\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u0645\u0628\u0627\u0631\u0632\u0647 \u0628\u0627 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0622\u0628 \u0648 \u0647\u0648\u0627\u06cc\u06cc \u06a9\u0645\u06a9 \u0631\u0633\u0627\u0646\u06cc \u06a9\u0646\u062f<\/a><\/li><li><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/natural-language-processing-is-fun-part-1\/\">\u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u062c\u0630\u0627\u0628 \u0627\u0633\u062a! \u0642\u0633\u0645\u062a \u0627\u0648\u0644<\/a><\/li><\/ul>\n<\/div><\/div>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-right kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;right&quot;,&quot;id&quot;:&quot;10101&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!&quot;,&quot;legend&quot;:&quot;0\\\/5 - (0 \u0627\u0645\u062a\u06cc\u0627\u0632)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;\u0622\u0645\u0648\u0632\u0634 \u06af\u0627\u0645 \u0628\u0647 \u06af\u0627\u0645 \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc ( PCA )&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} \u0627\u0645\u062a\u06cc\u0627\u0632)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\">\n            <span class=\"kksr-muted\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u06cc\u0627 PCA \u060c \u0631\u0648\u0634\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0627\u0633\u062a \u06a9\u0647 \u063a\u0627\u0644\u0628\u0627\u064b \u0628\u0631\u0627\u06cc \u06a9\u0627\u0647\u0634 \u062f\u0627\u062f\u0646 \u0627\u0628\u0639\u0627\u062f\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u060c \u0628\u0627 \u062a\u0628\u062f\u06cc\u0644 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u0628\u0632\u0631\u06af \u0627\u0632 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627 \u0628\u0647 \u06cc\u06a9 \u0645\u062a\u063a\u06cc\u0631 \u06a9\u0648\u0686\u06a9 \u062a\u0631 \u06a9\u0647 \u0647\u0646\u0648\u0632 \u0647\u0645 \u062d\u0627\u0648\u06cc \u0628\u06cc\u0634\u062a\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u062c\u0645\u0648\u0639\u0647 \u0628\u0632\u0631\u06af \u0627\u0633\u062a \u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u06a9\u0627\u0647\u0634 \u062a\u0639\u062f\u0627\u062f \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0628\u0647 &hellip;<\/p>\n","protected":false},"author":7,"featured_media":10106,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","footnotes":""},"categories":[23],"tags":[145,126],"class_list":["post-10101","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-videos","tag-145","tag-126"],"_links":{"self":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/10101","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/comments?post=10101"}],"version-history":[{"count":0,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/10101\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media\/10106"}],"wp:attachment":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media?parent=10101"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/categories?post=10101"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/tags?post=10101"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}