{"id":2,"date":"2013-08-06T22:10:19","date_gmt":"2013-08-06T22:10:19","guid":{"rendered":"https:\/\/inductivebias.com\/Blog\/?page_id=2"},"modified":"2014-01-11T08:27:44","modified_gmt":"2014-01-11T14:27:44","slug":"about","status":"publish","type":"page","link":"http:\/\/inductivebias.com\/Blog\/about\/","title":{"rendered":"About"},"content":{"rendered":"<div style=\"word-wrap:normal;-webkit-hyphens:none;-moz-hyphens:none;hyphens:none;\">\nInductive Bias is the set of assumptions a learner uses to predict results given inputs it has not yet encountered. This is a blog about machine learning, computer vision, artificial intelligence, mathematics, and computer science. It\u2019s a blog about practical ways of doing things that aren\u2019t technically possible, but mostly it\u2019s a blog about how to write better AI.<\/p>\n<p>This blog is intended for\u00a0 professional and hobbyist developers interested in actually building and applying AI and other cool algorithms in the real world. We&#8217;re talking predictive analytics, automated systems, vision applications, numerical and data organization tricks, and not so much theoretical research or philosophical musing about the nature of intelligence. A solid understanding of programming and a familiarity with the basics of linear algebra and vector calculus will be assumed.\u00a0 If I spent all my time explaining the difference between a Jacobian and a Hessian then I&#8217;d never get to talk about the cool things you can do with them.<\/p>\n<p>The articles are mostly self-contained, so feel free to jump around, or if you&#8217;re feeling particularly hardcore you can start with <a href=\"http:\/\/inductivebias.com\/Blog\/what-is-inductive-bias\/\">the first article<\/a> .<\/p>\n<p>&nbsp;\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Inductive Bias is the set of assumptions a learner uses to predict results given inputs it has not yet encountered. This is a blog about machine learning, computer vision, artificial intelligence, mathematics, and computer science. It\u2019s a blog about practical ways of doing things that aren\u2019t technically possible, but mostly it\u2019s a blog about how &hellip; <a href=\"http:\/\/inductivebias.com\/Blog\/about\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">About<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"open","template":"","meta":{"footnotes":""},"class_list":["post-2","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/inductivebias.com\/Blog\/wp-json\/wp\/v2\/pages\/2","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/inductivebias.com\/Blog\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/inductivebias.com\/Blog\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/inductivebias.com\/Blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/inductivebias.com\/Blog\/wp-json\/wp\/v2\/comments?post=2"}],"version-history":[{"count":3,"href":"http:\/\/inductivebias.com\/Blog\/wp-json\/wp\/v2\/pages\/2\/revisions"}],"predecessor-version":[{"id":209,"href":"http:\/\/inductivebias.com\/Blog\/wp-json\/wp\/v2\/pages\/2\/revisions\/209"}],"wp:attachment":[{"href":"http:\/\/inductivebias.com\/Blog\/wp-json\/wp\/v2\/media?parent=2"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}