{"id":70906,"date":"2021-09-18T15:49:32","date_gmt":"2021-09-18T19:49:32","guid":{"rendered":"http:\/\/bangla.salearningschool.com\/recent-posts\/what-is-svd-i-e-what-is-singular-value-decomposition\/"},"modified":"2021-09-18T15:58:34","modified_gmt":"2021-09-18T19:58:34","slug":"what-is-svd-i-e-what-is-singular-value-decomposition","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=70906","title":{"rendered":"What is SVD? i.e. What is Singular Value Decomposition?"},"content":{"rendered":"<p>If you can, answer the question below: Write your answer in the comment box.<br \/> What is SVD? i.e. What is Singular Value Decomposition?<\/p>\n","protected":false},"excerpt":{"rendered":"<p>If you can, answer the question below: Write your answer in the comment box. What is SVD? i.e. What is Singular Value Decomposition?<\/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":[1944,182],"tags":[],"class_list":["post-70906","post","type-post","status-publish","format-standard","hentry","category-matrix-and-signal-processing","category---blog","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":16698,"url":"http:\/\/bangla.sitestree.com\/?p=16698","url_meta":{"origin":70906,"position":0},"title":"Misc Math, Data Science, Machine Learning, PCA, FA","author":"Sayed","date":"January 29, 2020","format":false,"excerpt":"\"In mathematics, a set B of elements (vectors) in a vector space V is called a basis, if every element of V may be written in a unique way as a (finite) linear combination of elements of B. The coefficients of this linear combination are referred to as components or\u2026","rel":"","context":"In &quot;AI ML DS RL DL NN NLP Data Mining Optimization&quot;","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"A=(a_(ij))","src":"https:\/\/i0.wp.com\/mathworld.wolfram.com\/images\/equations\/HermitianMatrix\/Inline1.gif?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":19967,"url":"http:\/\/bangla.sitestree.com\/?p=19967","url_meta":{"origin":70906,"position":1},"title":"5. Linear Algebra for Machine Learning: Singular Value Decomposition and Principal Component Analysis","author":"Author-Check- Article-or-Video","date":"February 8, 2021","format":false,"excerpt":"5. Linear Algebra for Machine Learning: Singular Value Decomposition and Principal Component Analysis from Ceni Babaoglu, PhD","rel":"","context":"In &quot;\u09ac\u09cd\u09b2\u0997 \u0964 Blog&quot;","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16743,"url":"http:\/\/bangla.sitestree.com\/?p=16743","url_meta":{"origin":70906,"position":2},"title":"NLP : AI and ML","author":"Sayed","date":"February 6, 2020","format":false,"excerpt":"Feature Selection \" Filter Methods Wrapper Methods Embedded Methods Feature Selection Checklist Do you have domain knowledge? Are your features commensurate? Do you suspect interdependence of features? If \"Weka: \u201cFeature Selection to Improve Accuracy and Decrease Training Time\u201c. Scikit-Learn: \u201cFeature Selection in Python with Scikit-Learn\u201c. R: \u201cFeature Selection with the\u2026","rel":"","context":"In &quot;AI ML DS RL DL NN NLP Data Mining Optimization&quot;","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/thumb\/b\/bb\/Singular-Value-Decomposition.svg\/220px-Singular-Value-Decomposition.svg.png","width":350,"height":200},"classes":[]},{"id":70908,"url":"http:\/\/bangla.sitestree.com\/?p=70908","url_meta":{"origin":70906,"position":3},"title":"Give an example of SVD.","author":"Sayed","date":"September 18, 2021","format":false,"excerpt":"If you can, answer the question below: Write your answer in the comment box. Give an example of SVD.","rel":"","context":"In &quot;Matrix and Signal Processing&quot;","block_context":{"text":"Matrix and Signal Processing","link":"http:\/\/bangla.sitestree.com\/?cat=1944"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":70990,"url":"http:\/\/bangla.sitestree.com\/?p=70990","url_meta":{"origin":70906,"position":4},"title":"What is QR decomposition?","author":"Sayed","date":"September 19, 2021","format":false,"excerpt":"If you can, answer the question below: Write your answer in the comment box. What is QR decomposition?","rel":"","context":"In &quot;Matrix and Signal Processing&quot;","block_context":{"text":"Matrix and Signal Processing","link":"http:\/\/bangla.sitestree.com\/?cat=1944"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":70900,"url":"http:\/\/bangla.sitestree.com\/?p=70900","url_meta":{"origin":70906,"position":5},"title":"What is Eigen Decomposition?","author":"Sayed","date":"September 18, 2021","format":false,"excerpt":"If you can, answer the question below: Write your answer in the comment box. What is Eigen Decomposition?","rel":"","context":"In &quot;Matrix and Signal Processing&quot;","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\/70906","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=70906"}],"version-history":[{"count":1,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/70906\/revisions"}],"predecessor-version":[{"id":70935,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/70906\/revisions\/70935"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=70906"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=70906"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=70906"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}