{"id":3366,"date":"2025-06-13T22:29:49","date_gmt":"2025-06-13T16:59:49","guid":{"rendered":"https:\/\/newsletter.niituniversity.in\/?p=3366"},"modified":"2025-06-13T22:29:49","modified_gmt":"2025-06-13T16:59:49","slug":"lecture-on-linear-regression","status":"publish","type":"post","link":"https:\/\/newsletter.niituniversity.in\/index.php\/2025\/06\/13\/lecture-on-linear-regression\/","title":{"rendered":"Lecture on Linear Regression"},"content":{"rendered":"<p>An offline lecture on <strong><em>Linear Regression: Normal Equations and Gradient Descent<\/em> <\/strong>was held on <strong>March 8 2025<\/strong> in LT-211. The session lead by <strong>Dr. Anand Soman <\/strong>proved to be insightful highlighting topics such as ML, Computer Vision, and DIP, whilst focusing on AI theory, real-world applications, and industry-oriented approaches to machine learning. The lecture included illustrative examples and discussions that reinforced core concepts. Attendees were also introduced to comparative analysis between traditional and modern regression techniques.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>An offline lecture on Linear Regression: Normal Equations and Gradient Descent was held on March 8 2025 in LT-211. The<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"colormag_page_container_layout":"default_layout","colormag_page_sidebar_layout":"default_layout","footnotes":""},"categories":[3],"tags":[],"class_list":["post-3366","post","type-post","status-publish","format-standard","hentry","category-campus-news"],"_links":{"self":[{"href":"https:\/\/newsletter.niituniversity.in\/index.php\/wp-json\/wp\/v2\/posts\/3366","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/newsletter.niituniversity.in\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/newsletter.niituniversity.in\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/newsletter.niituniversity.in\/index.php\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/newsletter.niituniversity.in\/index.php\/wp-json\/wp\/v2\/comments?post=3366"}],"version-history":[{"count":1,"href":"https:\/\/newsletter.niituniversity.in\/index.php\/wp-json\/wp\/v2\/posts\/3366\/revisions"}],"predecessor-version":[{"id":3367,"href":"https:\/\/newsletter.niituniversity.in\/index.php\/wp-json\/wp\/v2\/posts\/3366\/revisions\/3367"}],"wp:attachment":[{"href":"https:\/\/newsletter.niituniversity.in\/index.php\/wp-json\/wp\/v2\/media?parent=3366"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/newsletter.niituniversity.in\/index.php\/wp-json\/wp\/v2\/categories?post=3366"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/newsletter.niituniversity.in\/index.php\/wp-json\/wp\/v2\/tags?post=3366"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}