{"id":342,"date":"2022-08-31T21:11:58","date_gmt":"2022-08-31T19:11:58","guid":{"rendered":"https:\/\/techspacemlai.wordpress.com\/?p=342"},"modified":"2022-09-10T22:34:15","modified_gmt":"2022-09-10T20:34:15","slug":"covariance-correlation-in-digital-twin-part-ii","status":"publish","type":"post","link":"https:\/\/blogg.uit.no\/techspace\/2022\/08\/31\/covariance-correlation-in-digital-twin-part-ii\/","title":{"rendered":"Covariance &amp; Correlation in Digital Twin (Part II)?\u00a0"},"content":{"rendered":"\n<p>This presentation will focus on the topic of Covariance &amp; Correlation in Digital Twin. The subtopics of this presentation consist of One Parameter Data Cluster, Histogram of the Parameter, Histogram under a Probability Distribution, What is a Gaussian Distribution, Gaussian Distribution as a Probability Density, Kernel Density Estimation of a Data Cluster, Histogram vs Kernel Density Estimation, Two Parameter Data Cluster, Zero Mean Value, Kernel Density Estimation of a Data Cluster, Mean, Covariance &amp; Correlation Matrices, Covariance &amp; Correlation, and Python Codes.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Digitalization 10 : Covariance &amp; Correlation in Digital Twin (Part II)? (by Prof. Lokukaluge Perera)\" width=\"584\" height=\"329\" src=\"https:\/\/www.youtube.com\/embed\/xVCdUsNs8LA?start=476&#038;feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>This presentation will focus on the topic of Covariance &amp; Correlation in Digital Twin. The subtopics of this presentation consist of One Parameter Data Cluster, Histogram of the Parameter, Histogram under a Probability Distribution, What is a Gaussian Distribution, Gaussian &hellip; <a href=\"https:\/\/blogg.uit.no\/techspace\/2022\/08\/31\/covariance-correlation-in-digital-twin-part-ii\/\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":382,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[2],"tags":[23,6,7,8,9,12,13,14,15],"class_list":["post-342","post","type-post","status-publish","format-standard","hentry","category-digitalization","tag-ai","tag-big-data","tag-bigdata","tag-data-analytics","tag-digital","tag-digitaltwin","tag-digitaltwins","tag-digitization","tag-machine-learning"],"featured_image_src":"","featured_image_src_square":false,"author_info":{"display_name":"Lokukaluge Prasad Perera","author_link":"https:\/\/blogg.uit.no\/techspace\/author\/lokukaluge-prasad-channa-perera\/"},"rbea_author_info":{"display_name":"Lokukaluge Prasad Perera","author_link":"https:\/\/blogg.uit.no\/techspace\/author\/lokukaluge-prasad-channa-perera\/"},"rbea_excerpt_info":"This presentation will focus on the topic of Covariance &amp; Correlation in Digital Twin. The subtopics of this presentation consist of One Parameter Data Cluster, Histogram of the Parameter, Histogram under a Probability Distribution, What is a Gaussian Distribution, Gaussian &hellip; <a href=\"https:\/\/blogg.uit.no\/techspace\/2022\/08\/31\/covariance-correlation-in-digital-twin-part-ii\/\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a>","category_list":"<a href=\"https:\/\/blogg.uit.no\/techspace\/category\/digitalization\/\" rel=\"category tag\">Digitalization<\/a>","comments_num":"0 comments","_links":{"self":[{"href":"https:\/\/blogg.uit.no\/techspace\/wp-json\/wp\/v2\/posts\/342","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogg.uit.no\/techspace\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogg.uit.no\/techspace\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogg.uit.no\/techspace\/wp-json\/wp\/v2\/users\/382"}],"replies":[{"embeddable":true,"href":"https:\/\/blogg.uit.no\/techspace\/wp-json\/wp\/v2\/comments?post=342"}],"version-history":[{"count":1,"href":"https:\/\/blogg.uit.no\/techspace\/wp-json\/wp\/v2\/posts\/342\/revisions"}],"predecessor-version":[{"id":395,"href":"https:\/\/blogg.uit.no\/techspace\/wp-json\/wp\/v2\/posts\/342\/revisions\/395"}],"wp:attachment":[{"href":"https:\/\/blogg.uit.no\/techspace\/wp-json\/wp\/v2\/media?parent=342"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogg.uit.no\/techspace\/wp-json\/wp\/v2\/categories?post=342"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogg.uit.no\/techspace\/wp-json\/wp\/v2\/tags?post=342"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}