Machine Learning: Solving Problems Big, Small, and Prickly
ฝัง
- เผยแพร่เมื่อ 20 ส.ค. 2024
- 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: research.google...
G+ page: plus.google.co...
Twitter: / googleresearch
Machine Learning and Deep Neural Nets Explained: • How Does Your Phone Kn...
I'm a beginner in machine learning. This video makes me more excited about it.
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"To learn from example", yes! I love it man! The digital revolution is finally taking place it seems! But hey Google, don't forget the one thing that matters most in life, which is nature! Combine the human technium with nature, and find a balance there. That's what humanity needs in order to really progress!
About time Google released an "educational" video again.
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How many years until Google becomes self aware?
noventar ~25
Zenn Lutinsky I still think that's over estimating, I say 200 years or more.
Michael Rosche
That is way way off. With the advent of learning about the people And places around it. The probability of self-awareness as we know it could be in the next 50 and not 200. Heck there are algorithms that follow you online and know almost everything about your likes, dislikes, friends, family and where you work. So it is not a stretch to see machines learning quickly and thus understanding more and more.
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.
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Google: Think Bigger ! Who is with me!
Seth Senthil akskak
Can machine learning be applied to actual human learning, memorising etc?
keep making these videos it's really inspiring us
Bp
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i was thinking on this for 4 years... but i am afraid u guys have got a head start.... but i am still not afraid.....beacuse this is a open world..... most important is the APPROACH....not the headstart
My dream is to work in Google with these innovative ideas
"My -dream- GOAL is to work in Google with these innovative ideas." Now you will.
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Ah, hello, I see you are the new faces of skynet in this universe. Very well, carry on, we are inevitably doomed.
The97gtrs skynet inevitable
Resistance is Futile. You will be assimilated
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Wow! Fantastic! Yes this is wonderful. The voice differentiation program could help people who need to use hearing aids, incorporate it into these aids.
That's because no earnings many
You know, this is cool and all, but why don't they ever talk about what they do with all this data? One company having this much data on people and things is worrisome because of the fact that we don't know the extents of what they're doing with it, or who they're selling it to.
Haiko8 If you mean, doing things against the majority of people plus against nature, "They" been doing that for long long time!!
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I prefer this old Google ads more than the recent ones that seems forced. "The Good old, great Google"
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
josh mcgee yes but it will also create new jobs, many of which have not been conceived yet.
qwerty1b3 tell that to the 55 year old truck driver who is going to lose his job soon and doesn't have the time, money or will to go back to university and study computer science.
And anyway, isn't the whole point of technology to free us from forced labour? This can be the freedom we've been waiting for or it can lead to even greater inequality and global suffering
Seegal Galguntijak to be honest I think it's less to do with creating "pointless jobs" (I'd love it if someone could specifically identify which jobs they are) but rather they're new jobs to meet the needs of the ultra wealthy exclusively. They are the ones with the money and so there's a whole host of new jobs that provide no value to the average person or society as a whole. That combined with the billions of jobs that could very easily be automated if governments made it their priority to invest in... there's no way we need everybody working any more. It's simply a formality we keep in place because it's been necessary for almost all of human history.
josh mcgee Those people who do these jobs can easily identify if they're pointless.
Seegal Galguntijak care to list some?
What a boost for 21st century economics, and commerce!
It's all very exciting and I'm glad to be living in this era.
At 2:55 you talk about people with little background into computer engineering being able to get into and use machine learning but I still cant find any doors open in this aspect. Everyting about this topic [that I can find] online is either a showcase of what these systems are able to do [eg. this video], or programming information that needs at least a couple of years of experience or a hand full of months of heavy learning to understand and use. If there is any middle ground I would really like to see it :[ .
www.tensorflow.org
用中文:那些我看不懂
林勇 is the way you can get me your name and I’ll let you know what you mean and what I want love and I trust you and your friends
你们多好吧:因不知你们行規;所以提出问候之事;七如有不对。清原解::人都有想知之行:事作久就会对自己有生益行為::我相信你们也有同感。。因。我们不同国家::經歷不同。所以自然会想各有益之示::我想法当我对貴今公司服務时。。我是不是也得到我应有你刻益;;相信你们也一樣同想法,。我只想我服務五年之中,,是不是同樣可以得到我的利益之處,五年我每天工作量是十小時,,还有半夜中有国外人员打信息,,因此我头眠常有連假日都沒有休假::每三四月就被停机;当然会到我我何益處;所以七年未我当然会想是否向公司要求我应得的權力;;以我国的劳功法是::只要你刘工作的当位我就可清求我所应得報酬;;但我提出多次都没回应。。当然就会引起我向思个维;;今有你们回应我就会放下心思::贵公司為我们下職有思往常盧;那在请问一下我要用我如銀行帳号;凊薪水应可以嗎,,否是要公司自發帳本才行;那要用何證件清求。。須再給我真實的條件:我们才知道应進詔何證明::再度请求因我们做法律不同,公司在我们這些:附而地区可有公司真排人員嗎。我们台服務處在何處:这应是你们可直向我们说明的事件。。不可有咸不務吧。谢谢你们:祝安康;;掰掰🎶🎵🎼🎹🎹🎹🎹
love
google is the future
Greatattitude is dignity ❤️🙏
Great video. It would be awesome if you used ML to translate the captions into other languages. 🙃
This is so cool! Feels kinda dumb to studying economy and law at the university when companies such as google exist.
You will still need law and ethics for these tech companies. Having that much power is dangerous.
Buenas
All the time wasted should have used this such a great sorce of knowledge.
I love machine learning
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!
Oi, tudo bem, mas não sei se é que eu não vou me encontrar com o resultado da
+Rayelly Lopes , mas não tem problema, mas a gente vai ter que se refere a gente se fala em contato com o meu. o meu e do que a minha parte do trabalho e,
ewRayelly Lopes
That's something that has bugged me for ages. Glad I'm not the only one.
I have one intemigence problem
Now i m 71 years old
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SEE YOU
Jeff Dean!
It's all math kids.
High school and college maths
Actually more abstracted then high school math
Yeah... The Google Assistant or Ok Google should have a name that is smooth and easy to say... Or we could personalize that as we are recording our own voice model any way...
if only we didn't have to say ok google
Denys Freitas that kind of defeats the purpose of voice. I just want to be able to customize my call name
Rasmus Kallas I understand the need for a keyword. just saying "OK GOOGLE" Everytime I want it to say something is not convenient. I like Amazon ”Alexa” and apple "hey siri”. it's just more personable. "ok google" sounds like a robot. don't get me wrong, it is the most knowledgeable but for the average user, it's not a good call word.
Rasmus Kallas just
Rasmus Kallas
please don't be
ZSA'S.
Inspiring.
You guys are the best!
I don't know where else to complain about this but does anyone else hate those "when you find" google ads with the screaming in the background.
Machine learning sees and learns what is but not necessarily what's right and good.
Think positive
This is incredible! I love google!
2:33 2:34 2:38 2:40 😅😂 2:51
3:07
It was very nice to laran thanks. Patrick jayanathan
So, machine learning is basically Artificial Intelligence?
No Machine Learning is the most promising field of AI but they are not the same. Typically when you hear about anything AI related in the news is actually coming from a field called Deep Learning which is a subfield of Machine Learning which is a subfield of Artificial Intelligence. Machine Learning basically comes from the idea of giving an algorithm millions of examples to look at and letting it figure out on its own what characterizes certain things. Artificial Intelligence is a more general term that describes machines doing things that take intelligence like determining what a document is about or writing an essay.
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Eeshaan Achar 0
so..... skynet
Good to know.
What do say to those who may think Google is to invasive in our daily lives?
More Videos about Maschine learning! :D
Thank you Google 🙏
Solving problems = Surveillance right ;)
新的視野緩解情緒
Good Machine learning
COOL, now I need to learn a lot of math and in a few years I will be able to make a cucumber sorting machine!!!
I'm wondering where can you use the open source version of this software.
Breeze It's called TensorFlow. Just say, "OK, Google. TensorFlow" for more info.
John Miller Thanks John!
yess I was hoping to find this comment
You can also run TensorFlow on Google Cloud Machine Learning (free trial available) or on Amazon (GPU-Enabled TensorFlow AMI) or even on MS Azure in a Docker container. Good luck! You'll have a bright future working with machine learning.
elijah rivers
So apple disables their comments. huh.
this video changed my whole mindset about my life! thank you google!
1:37 1:38 1:38 1:41
1:58
2:06
Amazing.
How is this going to embetter the environment we live in?
1:00 harambe?
Emerson Salmeron it is, lol
can't code anything except hello world and ppl are developing amazing softwares using AI or ML. That is so amazing
That was me 6 months ago and i am into competitive programmer now.....Just need patience and right guidance and books to learn!
Great video. But not sure of the odd angles and unrelated backgrounds.
jose video
I think the people coming in this video are from Google Brain Team. Love You Team All the Best
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so awesome and inspiring
Google data center 🔥
All community tnx
Juu
gracias!
At the same time i'm feeling amazed and scared about this.
Awesome vedio .
pls do that
Which is the better Programming language to learn Machine Learning? Can I start with Python and then move to C++?
Learning from example
Now THIS is what I live for
Learning to fart in Japanese. That's what I live for.
Superb Google 👌✌️️👍👏
Wow.
Wonderful video.
Thanks..
Does Google Image Search search with the help of their image recognition?
DAFAQ happened to the audio of the first woman? They used the wrong mic or something? It sounds like a $2 mic compared to the other speakers
Cool!
Thanks AMD I guess.
Please don't kill me.
IM SAD google gallery go wont run on my device due to unsupported somthing
The CC botom right hand corner youtube page is where I`d like to see improvements done . Machine learning may not understand human speech but could advance the written word in accuracy far quicker than the human ear`s ability to hear . To compare say machine learning improves over time while human ability to hear decreases over time as we age . If technology keeps improving it becomes ageless , at the present people cannot become ageless . So we deteriorate , equipment becomes better .(Buy shares in Skynet )
What's the difference between AI and machine learning? Are they the same?
thanks
Can Google make a speech recognition in Spanish since is the second language most speaks around the world?
Deep learning > Machine learning > AI
Great job! amazing job!
So all this will be integrated into the Google assistant?
Nadun lochana perera They are still developing it. They will integrate most of that..
adithya can't wait man lol I have the Google assistant
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Can machine learning help Guidance Counselor better develop their work and reach more student, creating a greater social impact?
If so, can this technology be deployed around the world?
Can it have a gamification concept for students to engage actively in there daily lifes?
What type of data can be collected to help develop students, teachers and school councillors around the world?
Who can produce this solution ?
I'm curious why my google pixel 3 frequently answers me in Chinese... although it migh be because I didn't start by saying ok Google...
I want to work here...
Nice...
WOW!
BP
I need the cat deterrent program.
@03:04 -- I think I'm subscribed to the cat detourrer's channel :)
so great a tool for research paper writing for fumble fingers like me
Genre we sided
AI is the future. Machine learning is just the beginning
1:52 That's pretty scary... "Is it cold inside... you...?"
"You"
Exciting!
Watching this after watching Westworld
*So it begins...*
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Don't like
what was the open source platform they spoke about?
but are we not ignoring the darker side such as dependency on machines, decreasing human jobs and the dangers from AI
As usual wow...
ya good to know they teach you how it works nice
bonnie barton
if I could only get back on my messenger it's been pending for days now. I was on it. now it's saying pending
So the image recognition is a very big convolutional nueral network?
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good
Well done!
Vinnie Sims ? I have a lot to be in touch and I am going out with you on a new job in this message was checked the mail and destroy the message and all that I can get it done before time couple days and then I can get it done before we can do that with you on a new job in this message was checked the mail and destroy the message and all that I can get it done before we can do that with you on a new job in this message was checked the mail and destroy the message and all that I can get it done before we can do that with you on a new job in this message p
Vinnie Sims to the top
- CAN YOU TEACH A COMPUTER TO UNDERSTAND , “Ykkkkk” ... ??????
Awe inspiring!