{"id":76300,"date":"2024-08-26T19:11:47","date_gmt":"2024-08-26T23:11:47","guid":{"rendered":"http:\/\/bangla.sitestree.com\/?p=76300"},"modified":"2024-08-26T19:11:53","modified_gmt":"2024-08-26T23:11:53","slug":"normal-gaussian-distribution-understanding-data-for-machine-learning-and-data-science-projects","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=76300","title":{"rendered":"Normal\/Gaussian Distribution: Understanding data for Machine Learning and Data Science Projects."},"content":{"rendered":"\n

Normal\/Gaussian Distribution: Bell Curve<\/u><\/strong><\/p>\n\n\n\n

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

\"\"<\/a><\/figure>\n\n\n\n
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\"\"<\/a><\/figure>\n\n\n\n

https:\/\/mathworld.wolfram.com\/NormalDistribution.html<\/a><\/p>\n\n\n\n

Univariate Normal Distribution:<\/strong><\/p>\n\n\n\n

\"\"<\/a><\/figure>\n\n\n\n
\"\"<\/a><\/figure>\n\n\n\n

BiVariate Normal\/Gaussian Distribution<\/strong><\/p>\n\n\n\n

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https:\/\/www.probabilitycourse.com\/chapter5\/5_3_2_bivariate_normal_dist.php<\/a><\/p>\n\n\n\n

Multi Variate Random variable<\/strong><\/p>\n\n\n\n

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https:\/\/en.wikipedia.org\/wiki\/Multivariate_normal_distribution<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Normal\/Gaussian Distribution: Bell Curve https:\/\/mathworld.wolfram.com\/NormalDistribution.html Univariate Normal Distribution: BiVariate Normal\/Gaussian Distribution https:\/\/www.probabilitycourse.com\/chapter5\/5_3_2_bivariate_normal_dist.php Multi Variate Random variable https:\/\/en.wikipedia.org\/wiki\/Multivariate_normal_distribution<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[182],"tags":[],"class_list":["post-76300","post","type-post","status-publish","format-standard","hentry","category---blog","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":16550,"url":"http:\/\/bangla.sitestree.com\/?p=16550","url_meta":{"origin":76300,"position":0},"title":"Part 3: Some Basic Math\/Stat Concepts for the wanna be Data Scientists","author":"Sayed","date":"December 30, 2019","format":false,"excerpt":"Conditional Probability and PDF \"The conditional probability of an event B is the probability that the event will occur given the knowledge that an event A has already occurred. 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Can you solve Toeplitz systems using Gaussian elimination?","rel":"","context":"In "Matrix and Signal Processing"","block_context":{"text":"Matrix and Signal Processing","link":"http:\/\/bangla.sitestree.com\/?cat=1944"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/76300","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=76300"}],"version-history":[{"count":1,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/76300\/revisions"}],"predecessor-version":[{"id":76312,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/76300\/revisions\/76312"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=76300"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=76300"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=76300"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}