{"id":1827,"date":"2017-07-24T12:18:36","date_gmt":"2017-07-24T12:18:36","guid":{"rendered":"http:\/\/sites.uac.pt\/amendes\/?p=1827"},"modified":"2017-07-24T12:18:36","modified_gmt":"2017-07-24T12:18:36","slug":"implementing-neural-networks-tensorflow","status":"publish","type":"post","link":"https:\/\/sites.uac.pt\/amendes\/data-mining\/implementing-neural-networks-tensorflow\/","title":{"rendered":"An Introduction to Implementing Neural Networks using TensorFlow"},"content":{"rendered":"<div id=\"attachment_1828\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/www.analyticsvidhya.com\/blog\/2016\/10\/an-introduction-to-implementing-neural-networks-using-tensorflow\/\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1828\" class=\"size-medium wp-image-1828\" src=\"http:\/\/sites.uac.pt\/amendes\/files\/2017\/07\/av100-300x74.png\" alt=\"clicar na imagem para seguir o link\" width=\"300\" height=\"74\" srcset=\"https:\/\/sites.uac.pt\/amendes\/files\/2017\/07\/av100-300x74.png 300w, https:\/\/sites.uac.pt\/amendes\/files\/2017\/07\/av100.png 364w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><p id=\"caption-attachment-1828\" class=\"wp-caption-text\">clicar na imagem para seguir o link<\/p><\/div>\n<h2><span style=\"color: #ff0000\">Uma boa introdu\u00e7\u00e3o ao tensor flow e deep learning<\/span><\/h2>\n<h2>Introduction<\/h2>\n<div>\n<p style=\"text-align: justify\">If you have been following Data Science \/  Machine Learning, you just can\u2019t miss the buzz around Deep Learning and  Neural Networks.\u00a0Organizations are looking for people with Deep  Learning skills wherever they can. From running competitions to open  sourcing projects and paying big bonuses, people are trying every  possible thing to tap into this limited pool of talent. Self driving  engineers are being hunted by the big guns in automobile industry, as  the industry stands on the brink of biggest disruption it faced in last  few decades!<\/p>\n<p style=\"text-align: justify\">If you are excited by\u00a0the prospects deep  learning has to offer, but have not started your journey yet \u2013 I am  here to enable it.\u00a0Starting with this article, I will\u00a0write a series of  articles on deep learning covering the popular Deep Learning libraries  and their hands-on implementation.<\/p>\n<p style=\"text-align: justify\">In this article, I will introduce  TensorFlow to you. After reading this article you will be able to  understand\u00a0application of neural networks and use TensorFlow to solve a  real life problem. This article will require you to know the basics of  neural networks and have familiarity with programming. Although the code  in this article is in python, I have focused on the concepts and stayed  as language-agnostic as possible.<\/p>\n<p>Let\u2019s get started!<\/p><\/div>\n<h2>Table of Contents<\/h2>\n<ul>\n<li>When to apply neural nets?<\/li>\n<li>General way to solve problems with Neural Networks<\/li>\n<li>Understanding Image data and popular libraries to solve it<\/li>\n<li>What is TensorFlow?<\/li>\n<li>A typical \u201cflow\u201d of TensorFlow<\/li>\n<li>Implementing MLP in TensorFlow<\/li>\n<li>Limitations of TensorFlow<\/li>\n<li>TensorFlow vs. other libraries<\/li>\n<li>Where to go from here?<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Uma boa introdu\u00e7\u00e3o ao tensor flow e deep learning Introduction If you have been following Data Science \/ Machine Learning, you just can\u2019t miss the buzz around Deep Learning and Neural Networks.\u00a0Organizations are looking for people with Deep Learning skills wherever they can. From running competitions to open sourcing projects and paying big bonuses, people [&hellip;]<\/p>\n","protected":false},"author":159,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[103,105,137],"tags":[174,191,146],"class_list":["post-1827","post","type-post","status-publish","format-standard","hentry","category-data-mining","category-materiais-ensino","category-software","tag-big-data","tag-machine-learning","tag-text-mining"],"_links":{"self":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/1827","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/users\/159"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/comments?post=1827"}],"version-history":[{"count":2,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/1827\/revisions"}],"predecessor-version":[{"id":1830,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/1827\/revisions\/1830"}],"wp:attachment":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/media?parent=1827"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/categories?post=1827"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/tags?post=1827"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}