{"id":19690,"date":"2016-04-20T16:46:02","date_gmt":"2016-04-21T00:46:02","guid":{"rendered":"https:\/\/www.altoros.com\/blog\/?p=19690"},"modified":"2021-02-11T18:38:37","modified_gmt":"2021-02-11T15:38:37","slug":"an-overview-of-tensorflow-mechanics-and-future-of-ai","status":"publish","type":"post","link":"https:\/\/www.altoros.com\/blog\/an-overview-of-tensorflow-mechanics-and-future-of-ai\/","title":{"rendered":"An Overview of TensorFlow Mechanics and Future of AI"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.altoros.com\/blog\/wp-content\/uploads\/2017\/01\/tensorflow-meetup-in-washington-dc-march-2016.jpeg\" alt=\"tensorflow-meetup-in-washington-dc-march-2016\" width=\"120\" style=\"margin: 0px 0px 10px 0px;\" class=\"alignright size-full wp-image-19709\" \/><\/p>\n<p>Below are the videos from the <a href=\"https:\/\/www.meetup.com\/TensorFlow-Washington-DC\/events\/226827066\/\" target=\"_blank\" rel=\"noopener noreferrer\">TensorFlow Wachington DC meetup<\/a>\u2014sponsored and organized by Altoros on March 9, 2016.<\/p>\n<p>&nbsp;<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_79_2 counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.altoros.com\/blog\/an-overview-of-tensorflow-mechanics-and-future-of-ai\/#TensorFlow_overview\" >TensorFlow overview<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.altoros.com\/blog\/an-overview-of-tensorflow-mechanics-and-future-of-ai\/#Fireside_chat\" >Fireside chat<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.altoros.com\/blog\/an-overview-of-tensorflow-mechanics-and-future-of-ai\/#Further_reading\" >Further reading<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.altoros.com\/blog\/an-overview-of-tensorflow-mechanics-and-future-of-ai\/#About_the_speakers\" >About the speakers<\/a><\/li><\/ul><\/nav><\/div>\n<h3><span class=\"ez-toc-section\" id=\"TensorFlow_overview\"><\/span>TensorFlow overview<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>In her session, <a href=\"https:\/\/www.linkedin.com\/in\/sabarslan\" target=\"_blank\" rel=\"noopener noreferrer\">Saba Shah<\/a> of FAM Global talked about TensorFlow features, mechanics, and basic usage, overviewed <a href=\"https:\/\/www.altoros.com\/blog\/visualizing-tensorflow-graphs-with-tensorboard\/\">TensorBoard<\/a> as a means of visualizing learning, highlighted what the tool brings to the table and how it\u2019s going to evolve in the future, etc.<\/p>\n<p><center><script charset=\"ISO-8859-1\" src=\"\/\/fast.wistia.com\/assets\/external\/E-v1.js\" async><\/script><\/p>\n<div class=\"wistia_embed wistia_async_ymaf7ynljp\" style=\"height:360px;width:640px\">&nbsp;<\/div>\n<p><\/center><\/p>\n<p>&nbsp;<\/p>\n<p>In the following video, Saba breaks down the basics of TensorFlow and goes into the differences between TensorFlow code and that of regular programming platforms.<\/p>\n<p><center><script charset=\"ISO-8859-1\" src=\"\/\/fast.wistia.com\/assets\/external\/E-v1.js\" async><\/script><\/p>\n<div class=\"wistia_embed wistia_async_wsptij47dx\" style=\"height:360px;width:640px\">&nbsp;<\/div>\n<p><\/center><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Fireside_chat\"><\/span>Fireside chat<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>At the end of the meetup, <a href=\"https:\/\/www.linkedin.com\/in\/alexander-boxer-bbaa9a22\" target=\"_blank\" rel=\"noopener noreferrer\">Alexander Boxer<\/a> of Aret\u00e9  Associates, <a href=\"https:\/\/www.linkedin.com\/in\/jim-burke-2225827\" target=\"_blank\" rel=\"noopener noreferrer\">Jim Burke<\/a> of TASC, and Saba Shah discussed what bottlenecks prevent us from accelerating app development by 10 times and how to get people motivated to solve them, how machine learning <a href=\"https:\/\/www.altoros.com\/blog\/cross-modal-machine-learning-as-a-way-to-prevent-improper-pathology-diagnostics\/\">can be applied<\/a> in healthcare, as well as answered some questions from the audience.<\/p>\n<p><center><script charset=\"ISO-8859-1\" src=\"\/\/fast.wistia.com\/assets\/external\/E-v1.js\" async><\/script><\/p>\n<div class=\"wistia_embed wistia_async_dcsz1ud5fl\" style=\"height:360px;width:640px\">&nbsp;<\/div>\n<p><\/center><\/p>\n<p>&nbsp;<\/p>\n<p>Join <a href=\"https:\/\/www.meetup.com\/TensorFlow-Washington-DC\/\" target=\"_blank\" rel=\"noopener noreferrer\">our group<\/a> to get informed about the upcoming meetups!<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Further_reading\"><\/span>Further reading<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><a href=\"https:\/\/www.altoros.com\/blog\/visualizing-tensorflow-graphs-with-tensorboard\/\">Visualizing TensorFlow Graphs with TensorBoard<\/a><\/li>\n<li><a href=\"https:\/\/www.altoros.com\/blog\/tensorflow-in-action-tensorboard-training-a-model-and-deep-q-learning\/\">TensorFlow in Action: TensorBoard, Training a Model, and Deep Q-learning<\/a><\/li>\n<li><a href=\"https:\/\/www.altoros.com\/blog\/deep-learning-in-healthcare-finance-and-iiot-tensorflow-use-cases\/\">Deep Learning in Healthcare, Finance, and IIoT: TensorFlow Use Cases<\/a><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"About_the_speakers\"><\/span>About the speakers<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div>\n<div style=\"float: right;\"><a href=\"https:\/\/www.linkedin.com\/in\/sabarslan\/\" rel=\"noopener noreferrer\" target=\"_blank\"><img decoding=\"async\" src=\"https:\/\/www.altoros.com\/blog\/wp-content\/uploads\/2016\/04\/saba-shah-fam-global.png\" alt=\"\" width=\"150\" class=\"alignright size-full wp-image-60181\" \/><\/a><\/div>\n<div style=\"width: 600px;\"><small><a href=\"https:\/\/www.linkedin.com\/in\/sabarslan\/\" rel=\"noopener noreferrer\" target=\"_blank\">Saba Shah<\/a> is Machine Learning Engineer at FAM Global. She holds a master\u2019s degree in computer science and has over 10 years of experience in analyzing business requirements for applications. Saba successfully optimized a number of machine learning algorithms, such as random forests, logistic regression, and neural networks. She also has experience in natural language processing, including Twitter text classification.<\/small><\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<div>\n<div style=\"float: right;\"><a href=\"https:\/\/www.linkedin.com\/in\/alexander-boxer-bbaa9a22\/\" rel=\"noopener noreferrer\" target=\"_blank\"><img decoding=\"async\" src=\"https:\/\/www.altoros.com\/blog\/wp-content\/uploads\/2016\/04\/alexander-boxer-aret\u00e9-associates.png\" alt=\"\" width=\"150\" class=\"alignright size-full wp-image-60182\" \/><\/a><\/div>\n<div style=\"width: 600px;\"><small><a href=\"https:\/\/www.linkedin.com\/in\/alexander-boxer-bbaa9a22\/\" rel=\"noopener noreferrer\" target=\"_blank\">Alexander Boxer<\/a> is Senior Scientist at Aret\u00e9 Associates. He obtained his PhD in plasma physics from Massachusetts Institute of Technology in 2009. Alexander\u2019s current job is focused on deep learning data science applications on large data sets, especially computer vision, object detection, and localization. He has recently made the transition from constructing neural networks in MATLAB to using TensorFlow for increased speed.<\/small><\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<div>\n<div style=\"float: right;\"><a href=\"https:\/\/www.linkedin.com\/in\/jim-burke-2225827\/\" rel=\"noopener noreferrer\" target=\"_blank\"><img decoding=\"async\" src=\"https:\/\/www.altoros.com\/blog\/wp-content\/uploads\/2016\/04\/jim-burke-tasc.png\" alt=\"\" width=\"150\" class=\"alignright size-full wp-image-60183\" \/><\/a><\/div>\n<div style=\"width: 600px;\"><small><a href=\"https:\/\/www.linkedin.com\/in\/jim-burke-2225827\/\" rel=\"noopener noreferrer\" target=\"_blank\">Jim Burke<\/a> is Manager of Forecasting and Innovation Solutions at TASC. He has experience of creating innovative studies of the future, emphasizing ways in which early-warning signals, trends, and implications could be exploited to develop business and satisfy customer needs. Jim has a master\u2019s degree in science and technology studies from Virginia Tech and specializes in foresight and forecasting, technology assessment, change management, as well as innovation and design thinking. He currently manages a small team that conducts analyses and technical assessments, as well as provides support for procurement capture activities.<\/small><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<\/p>\n<p>Below are the videos from the TensorFlow Wachington DC meetup\u2014sponsored and organized by Altoros on March 9, 2016.<\/p>\n<p>&nbsp;<\/p>\n<p>TensorFlow overview<\/p>\n<p>In her session, Saba Shah of FAM Global talked about TensorFlow features, mechanics, and basic usage, overviewed TensorBoard as a means of visualizing learning, highlighted what the tool brings to the table [&#8230;]<\/p>\n","protected":false},"author":3,"featured_media":60201,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":"","_links_to":"","_links_to_target":""},"categories":[214],"tags":[748,749],"class_list":["post-19690","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tutorials","tag-machine-learning","tag-tensorflow"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>An Overview of TensorFlow Mechanics and Future of AI | Altoros<\/title>\n<meta name=\"description\" content=\"This blog post overviews the basics of TensorFlow with code examples, discusses its advantages, and looks into the benefits of machine learning for healthcare.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.altoros.com\/blog\/an-overview-of-tensorflow-mechanics-and-future-of-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"An Overview of TensorFlow Mechanics and Future of AI | Altoros\" \/>\n<meta property=\"og:description\" content=\"Below are the videos from the TensorFlow Wachington DC meetup\u2014sponsored and organized by Altoros on March 9, 2016. &nbsp; 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