Machine learning: Making sense of a messy world The world is filled with things that most of us can understand and react to without much thought. A stop sign partially covered by snow? Still a stop sign. But for computers, the world is often messy and complicated. Google engineers and researchers discuss how machine learning is helping to make computers, and many of the things we use them for (maps, search, video recommendation), smarter. SHARE

Machine Learning: Solving Problems Big, Small, and Prickly Google Google Subscribed4,785,478 Add to Share More 132,191 views 3,940 103 ShareEmbedEmail https://youtu.be/_rdINNHLYaQ Start at: 2:16 Published on Dec 12, 2016 From helping farmers in Japan sort cucumbers to helping doctors in India diagnose eye disease, machine learning is changing the way people -- inside and outside of Google -- use code to solve problems and improve lives. Google engineers and researchers (in order of appearance): Maya Gupta, Jeff Dean, Jay Yagnik, Francoise Beaufays, John Giannandrea, Fernando Pereira, Dana Movshovitz-Attias, Rajat Monga, Lily Peng More on Machine Learning at Google : Blog: http://research.google.com/pubs/Artif... G+ page: https://plus.google.com/+ResearchatGo... Twitter: https://twitter.com/googleresearch Machine Learning and Deep Neural Nets Explained: https://www.youtube.com/watch?v=bHvf7... Category Science & Technology License Standard YouTube License SHOW LESS COMMENTS • 266 Oscar del Rosario Add a public comment... Top comments Nefostatros Nefostatros2 months ago (edited) That's really a huge step forward for technology Reply 54 View all 8 replies Maria Iniquez Maria Iniquez1 week ago Nefostatros. Reply Chilleko Hurstja Chilleko Hurstja4 days ago Nefostatros Reply noventar noventar2 months ago How many years until Google becomes self aware? Reply 42 View all 5 replies Porco Rosso Porco Rosso1 month ago Jacob Star computation efficiency and density has hit a physical bottle neck. unless we are able to figure out quantum computing or some other technology that can give us more computation power, it is unlikely that we will have self aware machines. Read more Reply Michael Rosche Michael Rosche1 month ago Machines are better than ever at computing large amounts of data but they still can't make meaning of this data, even with machine learning, it'll take some time, definitely more than 50 years with the way things are currently going. Also there are some strong and intelligent advocates against the advancement of AI so early on as a species, we should first understand how to safe guard a technology before introducing it as it may be hazardous, but history has shown that that is rarely the case. Progress can't be stopped, only slowed down, and for our species's sake, I hope we thread the AI situation carefully or this is a road we're going down where there isn't a coming back. Read more Reply 2 dxmasfamily dxmasfamily2 months ago if only we didn't have to say ok google Reply 38 View all 12 replies Rasmus Kallas Rasmus Kallas1 week ago please don't be what? have forgotten the exact text, since wrote it a while ago, 2 months Reply suzan gookin suzan gookin1 week ago rRasmus Kallas Reply Dan Moran Dan Moran2 months ago About time Google released an "educational" video again. Reply 36 Antigua Delgado Antigua Delgado2 months ago Dan Moran i. e Reply Sunaina Sinha Sunaina Sinha1 week ago Lana tere sang h0li na khelun re Reply wkm001 wkm0012 months ago Would love to work with people like this on a daily basis. Reply 23 View all 4 replies RPDBY RPDBY1 month ago you really think they are who they pretend to be in this video? i mean their personality Reply Sam Murphy Sam Murphy1 week ago RPDBY super bowl Reply The97gtrs The97gtrs2 months ago Ah, hello, I see you are the new faces of skynet in this universe. Very well, carry on, we are inevitably doomed. Reply 14 View all 4 replies tim glass tim glass1 week ago The97gtrs Reply bilal zafar bilal zafar1 day ago The97gtrs Reply Emerson Salmeron Emerson Salmeron2 months ago 1:00 harambe? Reply 11 Mathias Yde Mathias Yde2 months ago Emerson Salmeron it is, lol Reply 2 Sethu Senthil Sethu Senthil2 months ago Google: Think Bigger ! Who is with me! Reply 13 Llamira Crosby Llamira Crosby1 week ago Seth Senthil akskak Reply josh mcgee josh mcgee2 months ago we need a Basic Income and quick because the job displacement this (and other) technology is going to cause in the coming years is going to be unlike anything we've seen before in history Reply 12 View all 14 replies Kyle Hatfieldrp Kyle Hatfieldrp2 weeks ago Denver Reply Antonio Santos Antonio Santos1 week ago Kyle Hatfieldrp just Reply 12345a 12345a2 months ago Watching this after watching Westworld So it begins... Reply 12 ZEUS MYLIFE_2.0 ZEUS MYLIFE_2.01 month ago (edited) 12345a They are still miles away from passing the Turing test / become sentient. Reply 1 Soy Lolita Soy Lolita1 week ago ZEUS MYLIFE_2.0 ju lalndiamarls Reply Top 1Percent Top 1Percent2 months ago Seriously, improve this comment section for real. I mean when I click on "read more" it opens up reply window just because it's hard to tap precisely on "read more" and it irritates me a lot. Please look into this. Thanks! Reply 10 dennis1248 dennis12482 months ago I would like a video where you talk about this topic but is not aimed at the average person. A video for people who work in IT, ICT or as computer scientists. Long story short: I want to know dem specs. :P Or at least a more in depth look at what Google is working on right now. Read more Reply 10 adithya adithya2 months ago My dream is to work in Google with these innovative ideas Reply 7 Anudeep Sunka Anudeep Sunka2 months ago "My dream GOAL is to work in Google with these innovative ideas." Now you will. Reply 11 Hajar Rashidi Hajar Rashidi1 month ago adithya If you love what you do then Google will want you. So many people wants to go to Harvard or work for Google because they been grown up that those things is good for familys statues or that those thing will make them happy. Reply MrSkyTown MrSkyTown2 months ago Great more technology to spy on us Reply 7 View all 4 replies 李立峰 李立峰2 months ago Really?! So, what interest you? Reply jorge flores jorge flores3 weeks ago MrSkyTown ] Reply William Hanlon William Hanlon2 months ago SECOND COMMENT ON A GOOGLE VIDEO! Reply 13 View all 13 replies Tiffany Sureshkumar Tiffany Sureshkumar2 months ago William Hanlon you are so weird Reply Armando Rodriguez Armando Rodriguez1 week ago e . z Reply dxmasfamily dxmasfamily2 months ago so..... skynet Reply 6 Manual da Tecnologia Manual da Tecnologia2 months ago First like :-) Reply 5 Parkour kid Parkour kid2 months ago First Reply 5 Charan raj Charan raj2 months ago keep making these videos it's really inspiring us Reply 4 TimTube TimTube2 months ago More Videos about Maschine learning! :D Reply 4 Show more