{"id":45,"date":"2021-11-21T17:07:07","date_gmt":"2021-11-21T17:07:07","guid":{"rendered":"http:\/\/natashaqayyum.com\/?page_id=45"},"modified":"2022-04-07T10:47:22","modified_gmt":"2022-04-07T10:47:22","slug":"programming","status":"publish","type":"page","link":"https:\/\/natashaqayyum.com\/?page_id=45","title":{"rendered":"Data Science"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Machine Learning, Statistics, Data Wrangling and Analytics<\/h2>\n\n\n\n<p>Welcome to my collection of personal analyses conducted using publicly available datasets. They are designed to showcase my approach to a data science problem, explaining &#8216;what?&#8217; and &#8216;why?&#8217;, while remaining fully reproducible to aid others&#8217; learning. <\/p>\n\n\n\n<p>All work conducted in a professional context remain confidential and are therefore excluded from such portfolio.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-natasha-qayyum wp-block-embed-natasha-qayyum\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"orXkubfdLe\"><a href=\"http:\/\/natashaqayyum.com\/?p=1\">Feature Selection: Optimising Training Time and Reducing Computational Demands<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;Feature Selection: Optimising Training Time and Reducing Computational Demands&#8221; &#8212; Natasha Qayyum\" src=\"http:\/\/natashaqayyum.com\/?p=1&#038;embed=true#?secret=orXkubfdLe\" data-secret=\"orXkubfdLe\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<div class=\"entry-summary\">\nMachine Learning, Statistics, Data Wrangling and Analytics Welcome to my collection of personal analyses conducted using publicly available datasets. They are designed to showcase my approach to a data science problem, explaining &#8216;what?&#8217; and &#8216;why?&#8217;, while remaining fully reproducible to aid others&#8217; learning. All work conducted in a professional context remain confidential and are therefore&hellip;\n<\/div>\n<div class=\"link-more\"><a href=\"https:\/\/natashaqayyum.com\/?page_id=45\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &ldquo;Data Science&rdquo;<\/span>&hellip;<\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"parent":34,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"ub_ctt_via":"","footnotes":""},"class_list":["post-45","page","type-page","status-publish","hentry","entry"],"acf":[],"featured_image_src":null,"_links":{"self":[{"href":"https:\/\/natashaqayyum.com\/index.php?rest_route=\/wp\/v2\/pages\/45","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/natashaqayyum.com\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/natashaqayyum.com\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/natashaqayyum.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/natashaqayyum.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=45"}],"version-history":[{"count":12,"href":"https:\/\/natashaqayyum.com\/index.php?rest_route=\/wp\/v2\/pages\/45\/revisions"}],"predecessor-version":[{"id":330,"href":"https:\/\/natashaqayyum.com\/index.php?rest_route=\/wp\/v2\/pages\/45\/revisions\/330"}],"up":[{"embeddable":true,"href":"https:\/\/natashaqayyum.com\/index.php?rest_route=\/wp\/v2\/pages\/34"}],"wp:attachment":[{"href":"https:\/\/natashaqayyum.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=45"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}