{"id":1575,"date":"2014-03-01T20:58:57","date_gmt":"2014-03-01T09:58:57","guid":{"rendered":"http:\/\/blog.panicola.com\/?p=1575"},"modified":"2014-03-01T20:58:57","modified_gmt":"2014-03-01T09:58:57","slug":"andrew-ng-how-to-build-your-very-own-skynet","status":"publish","type":"post","link":"https:\/\/blog.panicola.com\/?p=1575","title":{"rendered":"Andrew Ng: How to build your very own Skynet"},"content":{"rendered":"<p>Andrew Ng on Deep Machine Learning via Large Scale Brain Simulation<\/p>\n<p><span style=\"line-height: 1.5;\">https:\/\/www.youtube.com\/watch?v=5elcmFNRCWk<\/span><\/p>\n<p>The key determinants of learning accuracy are accessing as much data as possible and being able to process.<\/p>\n<p>Partnered with the Google speech team.<\/p>\n<p>Deep learning works well in two different settings:<\/p>\n<p>1. Learning from labeled data &gt; speech recognition, streetview images<\/p>\n<p>2. Learning from unlabeled data &gt;<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"http:\/\/blog.panicola.com\/wp-content\/uploads\/2014\/03\/AndrewNg_LearningPerformance.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1576\" alt=\"AndrewNg_LearningPerformance\" src=\"http:\/\/blog.panicola.com\/wp-content\/uploads\/2014\/03\/AndrewNg_LearningPerformance.png\" width=\"724\" height=\"508\" srcset=\"https:\/\/blog.panicola.com\/wp-content\/uploads\/2014\/03\/AndrewNg_LearningPerformance.png 724w, https:\/\/blog.panicola.com\/wp-content\/uploads\/2014\/03\/AndrewNg_LearningPerformance-300x210.png 300w\" sizes=\"auto, (max-width: 724px) 100vw, 724px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"http:\/\/blog.panicola.com\/wp-content\/uploads\/2014\/03\/AndrewNg_HumanVsMachineLearning.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1577\" alt=\"AndrewNg_HumanVsMachineLearning\" src=\"http:\/\/blog.panicola.com\/wp-content\/uploads\/2014\/03\/AndrewNg_HumanVsMachineLearning.png\" width=\"624\" height=\"505\" srcset=\"https:\/\/blog.panicola.com\/wp-content\/uploads\/2014\/03\/AndrewNg_HumanVsMachineLearning.png 624w, https:\/\/blog.panicola.com\/wp-content\/uploads\/2014\/03\/AndrewNg_HumanVsMachineLearning-300x242.png 300w\" sizes=\"auto, (max-width: 624px) 100vw, 624px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p>Up to now, humans have been driving performance due mainly to a lack of data and processing. With both of these now becoming available in abundance, machine learning will soon overtake human learning to become the dominant driver of performance.<\/p>\n<p>Sky net.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Andrew Ng on Deep Machine Learning via Large Scale Brain Simulation https:\/\/www.youtube.com\/watch?v=5elcmFNRCWk The key determinants of learning accuracy are accessing as much data as possible and being able to process. Partnered with the Google speech team. Deep learning works well in two different settings: 1. Learning from labeled data &gt; speech recognition, streetview images 2. &hellip; <a href=\"https:\/\/blog.panicola.com\/?p=1575\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Andrew Ng: How to build your very own Skynet<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14,19,5,24,17,3,7],"tags":[],"class_list":["post-1575","post","type-post","status-publish","format-standard","hentry","category-complex-adaptive-systems","category-cool","category-data-saving-lives","category-file-note","category-musings","category-rapid-learning-health-systems","category-technology"],"_links":{"self":[{"href":"https:\/\/blog.panicola.com\/index.php?rest_route=\/wp\/v2\/posts\/1575","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.panicola.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.panicola.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.panicola.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.panicola.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1575"}],"version-history":[{"count":1,"href":"https:\/\/blog.panicola.com\/index.php?rest_route=\/wp\/v2\/posts\/1575\/revisions"}],"predecessor-version":[{"id":1578,"href":"https:\/\/blog.panicola.com\/index.php?rest_route=\/wp\/v2\/posts\/1575\/revisions\/1578"}],"wp:attachment":[{"href":"https:\/\/blog.panicola.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1575"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.panicola.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1575"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.panicola.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1575"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}