Deep Learning: What It Is & What It Can Do For You • Diogo Moitinho de Almeida • GOTO 2017

This presentation was recorded at GOTO Amsterdam 2017. #GOTOcon #GOTOams http://gotoams.nl Diogo Moitinho de Almeida - Research Engineer at Google Brain ABSTRACT We will start from the basics of deep learning: what it is, how it works, and how to get started, and then move to the most commonly used architectures including convolutional and recurrent networks. We will then talk about its capabilities [...] TIMECODES 0:00 Introduction 3:15 Gradient Descent 13:51 No: Unsupervised Learning 16:41 Yes: Image Classification 17:40 Not Yet: Unbiased Image Classification 22:58 No: Software Development 30:59 Not Yet: Game Playing 34:27 Yes: Face Transformation 35:40 Yes: Art From Scratch 39:10 Yes: Style Transfer 41:31 How Will The World Change? 43:08 What Can Deep Learning Do? 44:38 How Do I Take Advantage Of These Trends? Download slides and read the full abstract here: https://gotoams.nl/2017/sessions/94 https://twitter.com/GOTOcon https://www.linkedin.com/company/goto- https://www.instagram.com/goto_con https://www.facebook.com/GOTOConferences #DataScience #DeepLearning #ML #AI Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket at https://gotopia.tech Sign up for updates and specials at https://gotopia.tech/newsletter SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily. https://www.youtube.com/user/GotoConferences/?sub_confirmation=1