Earlier quoted context omitted.
They are closely related but entirely different approaches. Most machine learning is relatively simple statistical models. Deep learning means ridiculously large models. Sometimes they have millions of parameters and require rooms full of GPUs running for weeks to train. But the capacity means they can learn far more complicated functions (like machine vision or language.)
Machine learning isn't an approach, its an entire discipline. Deep learning is just a specific category of implementation of a subset (neural nets) of machine learning. They aren't entirely different approaches, considering deep learning is a form of machine learning...
New Startup Sets Out to Bring Google-Style AI to the Masses
21–27 of 27 posts
Re: New Startup Sets Out to Bring Google-Style AI to the Masses
#22Earlier quoted context omitted.
Deep learning has become a buzzword that every CEO on the planet is going to put in his/her presentations. e.g Deep learning will allow us to identify new opportunities and capture more value from existing markets..blah blah blah.
is this the sexy re-brand that Machine Learning has been waiting for? (honest question.. are they the same thing?)
Re: New Startup Sets Out to Bring Google-Style AI to the Masses
#23Having examples just executable from the website is invaluable, especially to excite more people. For fun: Relatedness of Sentences (beta) 1 - not related at all 5 - an almost perfect paraphrase Two men are taking a break from a trip on a snowy road Two men are taking a break from a trip on a road covered by snow 4.05 Two men are taking a break from a trip on a road covered by rocks 4.13 Two men are taking a break fr…
Several leaves are playing with the children : 4.26
Indeed!
Re: New Startup Sets Out to Bring Google-Style AI to the Masses
#24Earlier quoted context omitted.
Deep learning has become a buzzword that every CEO on the planet is going to put in his/her presentations. e.g Deep learning will allow us to identify new opportunities and capture more value from existing markets..blah blah blah.
is this the sexy re-brand that Machine Learning has been waiting for? (honest question.. are they the same thing?)
Re: New Startup Sets Out to Bring Google-Style AI to the Masses
#25Re: New Startup Sets Out to Bring Google-Style AI to the Masses
#26Having examples just executable from the website is invaluable, especially to excite more people. For fun: Relatedness of Sentences (beta) 1 - not related at all 5 - an almost perfect paraphrase Two men are taking a break from a trip on a snowy road Two men are taking a break from a trip on a road covered by snow 4.05 Two men are taking a break from a trip on a road covered by rocks 4.13 Two men are taking a break fr…
Several children are playing with the leaves Several leaves are playing with the children : 4.26 Indeed!
"a few guys are drinking water at the mall" -> "stuff" : 4.22
lol
Re: New Startup Sets Out to Bring Google-Style AI to the Masses
#27Am I the only person who is worried that AI start-up companies are going to use AI to insert "deep learning" into every pitch deck possible?
On the other hand, if these folks are just some bozos, who picked up a buzz-word and now are trying to hack some stuff together. Well. It's your call.
(I'm not in any way affiliated with that startup. and I haven't checked on the background of that PhD guy. Although I do have some small vested interest in the field of "deep learning" in general. And I don't want it to become yet another dead buzz word. And WTF - why Google is being used in the headline?)