Quantum Algorithm - The Math of Intelligence #10
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- Опубликовано: 2 окт 2024
- Quantum Computing offers hope for computing progress as we approach the limits of transistor density on silicon hardware. We're going to talk about the theory behind them then build our own quantum algorithm using IBM's Quantum API! This is the last episode of this series.
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Is machine learning possible with quantum computer?
theoretically yes, there are papers on quantum neural nets no one has implemented one tho yet
Siraj your channel is the best. I love how you apply the previous videos' language of intelligence to the math (of) intelligence of your targeted subject. What is the name of the paper you are referring to here? I actually hear when people use (of) to either emphasize shared communication or absorb understood communication.
Theoretically a quantum computer can compute anything a classical computer can, in some cases faster. Practically, well 2012 some guys managed to factor 21 into 7 and 3 with a quantum computer, I imagine several PhD-s were generated out of it. It was a major milestone, but things haven't gotten significantly more impressive since.
There is a lot of promise in quantum computing, but it will be a while before anyone has any practical results to show for all the effort going into it. "It's complicated" doesn't begin to cover it.
Alright Noah, we get it, you code.
Minsc & Boo code at me boo 😹
hes awesome
the runner up codes as well, whatever his name is.
Really entertaining and well explained :) I'm doing a PhD in QC and there's not many videos on line about it that I like- so really well done! This is the first one of your videos I've watched and I'm subscribed now.
At the moment there's loads of hype about quantum machine learning, but it's really not clear what quantum really adds to that picture. Part of the problem (in my opinion) is that people are very focused on speeding up current classical algorithms for training etc- but I don't think that they're actually that slow! Then it's not really worth it. But maybe there will be other uses of quantum in machine learning in the future.
thanks looking glass!
Looking Glass Universe ayyyyyyyyy it's you
Sorry, but you're doing a PhD in quantum computing and you don't see potential uses of those algorithms to speed up machine learning? Oy vey! Just google "neural networks + quantum computing" There's a ton of papers about this subject. There's hype about quantum computers in the media ("it's millions time faster than a normal computer" bs), but I wouldn't dismiss the research and wouldn't call it hype.
This video completes me. Grazie mille, Siraj Raval 🙏🙇♂️. I would be eternally grateful if you do more videos on quantum algorithms.
By watching all your videos, I don't even need to go to school
You should really cite the visual resources you used in this video, especially Kurzgesagt.
+glitchmagician I did in the vid desc at the bottom
My understanding is that Qubits can not be 1 and 0 at the same time, they are a combination of probability's of one and zero. The addition of vectors 1 and 0 gives you the state of a qubit.
Spin up or spin down correspond to a zero or one in a qubit.
Don't hack Bitcoin Private Keys please.
not yet
there is a blockchain for that
coinmarketcap.com/assets/quantum-resistant-ledger/
Siraj Dude ,,, How do you produce such high-quality content !!!
Respect Respect Respect ...
And by the way, you have an extraordinary voice ... excellent diction.
Speed 1.25 is recommended
plebs! I'm at 2x kaioken
Speed at Super Sayin God Blue with Kaioken 10x
Had to slow down to 0.5x at 7:50 though
Lol people always complain .. When he used to speak fast people said to slow down and now when he has slowed down people complain about his sluggishness
i will speed up a bit more next time next
Nice video Siraj.Thanks....
Very good video! A suggestion: how about a video talking about deep learning for image detection/segmentation like R-CNN, YOLO or SSD?
I haven't seen the acronyms YOLO or SSD before (in this context. I know the meme and the storage device) Can you post a link to more info on the subject?
semantic segmentation
After countless quantum comp. videos, only Siraj can break it down with ease.... (explaining like a Feynman) great vid Siraj!!
thanks Brian!
Veritasium from the Middle East 😎 you two need to collab one day. Great video bro
On which IDE should I use Quantum Programming.
Your sound it's amazing!
Hi, Siraj how are you.Make one video please ,clearly about installing Tensor flow GPU support. (WINDOWS 10).......thank you
Your teaching style is perfected after each video you upload. Thanks!
thanks Duskayame!
Hi
Quantum computing plus ai .... sounds so cool
such epicness
anathor nice video by siraj
When and where is Meetup in mumbai??
how do you research and learn so much for a single topic? I am facing a problem of learning lots of things.
coffee, multiple browser tabs open, exercise, cutting out distractions
Siraj Raval I'm doing all of that (plus eating very healty) while studing data science, but I still feel very slow. Any studing strategy suggestions? Btw thanks for inspiring all of us
Can you please make a video tutorial on distributed training using tensorflow?
Dude I love you videos Where do you get the crazy animations from Though I have scoured the web to find simple little animations for my videos. Also, When is you blockchain course going to open I'm ready to pay you some $$ for those courses. keep up the awesome videos!!!
Bravo
Could you make a video going into depth on how to make Siri/JARVIS using Python (if possible, using deep learning)?
Siraj I really appreciate your work but your videos are not so easy to learn or understand if we are beginners... And there is also nothing on Internet to learn some good stuff so we are following you but your videos are too typical to making it happen.
Hi Siraj :)! You are my favorite DL teacher :) Thanks for all the effort you do :) Which Universities you consider as the better ones to study a Master Degree on DL?
UDC is GREAT
Quantum computers can't work without classical computers....
Hey Siraj! I've got two submissions for this week!
- Grover's Algorithm: Reduces complexity from AVG(N/2) O(N) to O(N^1/2)
when searching for an item in a list: github.com/EricAlcaide/Math_of_Intelligence/blob/master/Quantum_Computing/grovers_algo.py
- Quantum Phase Estimation: one of the most important subroutines in quantum computation: github.com/EricAlcaide/Math_of_Intelligence/blob/master/Quantum_Computing/quantum_phase.py
I expected something on quantum AI. Anyway its really nice. IBM QASM , QISKit don't have that much support for Quantum AI right now via API. Something like Rigetti Forest kind of framework they have to prepare. As Quantum Computing is a very old concept and its not best suited for all applications. Google and NASA started working on Hybrid Computers using Quantum Annealing ,Tunneling , knots concepts etc. For plenty of Quantum AI and Quantum Machine Learning Information please check one page (github.com/krishnakumarsekar/awesome-quantum-machine-learning)
What does he say as the quote of the course? Something like: "I've sacrificed relationships for greatness... These hands, have yet to create their masterpiece... INTELLIGENCE, is in a grasp." ??
Awesome video...hope all of this is true!!
Thank you for a good video...U just earned sub!! ;)
Siraj, great video! Neil DeGrasse Tyson explains very well on a podcast of Joe Rogan why some quantum prioriteties dissappear while observed. If I understood correctly it's actually due to the tools we use to measure them and they actually don't disappear..he used a good analogy but I forgot..😕
If I wanna implement quantum algorithm and learn more which is better Microsoft LIQUI|> or IBM API gor quantum computing...?
Siraj you rock man!! Great video as always..don't even read to those bullshit comments...you know what they say...haters gonna hate..
Totally random but yesterday I replaced my iPhone 7 with a blackberry passport and guess what.... I love it. This thing is perfect for typing :)
...YOU , drop your speed on the video and enjoy a drunk siraj explain this stuff...i swear to GOD HILARIOUS
Thanks Siraj. I like your explanation but the spand a long time on the intro, so clearly targeted at newcomers. However you then fly through the quantum example and circuits in about 5 seconds. I’m left knowing really no more than I did when I started.
Hey,
I am working on deep learning and I have already trained my neural net. I use python3 and tensorflow. It's a binary classifier. I now have no clue how to implement it in the real world. I would like to run it on a device like a microcontroller, any help is appreciated! For example the input can be the temperature that is sampled every 10 seconds and the output lables is one of hot cold or normal. And the result can be displayed on an LCD connected to this controller. Any help would be appreciated.
Coding Challenge Submission: github.com/suha-hussain2002/quantum-search
Microsoft has released a Quantum computing SDK that will can help us simulate quantum computing on a classical computer using the system RAM and then we can later run that on Azure cloud Quantum computers
Just realised you just took Kurtsegat's Content on quantum computers :P
So with these techniques we can build a model of a quantum computer on a classical computer and use it to develop quauntum algorithms that would could in theory be used on quantum computers in practice? Am i understanding that correctly? I'm a bit tired.
Hello siraj i regularly follow all your videos and also i am great fan of you. My question is how can i learn quantum computing. Where can I find course & study resources for that pls suggest me.
Oh shieet , its a quantum computing vid , thanks a lot Siraj !
np!
The thing I've been waiting for. 50 million feet of awesomeness.Dude, last video of Series, no rap :((
Hello siraj
I'm actually a college drop out student, but I love coding can u guide me how to start and is there still any scope for me to get a job as a developer.
I'm waiting for your response
The guy is more excited than needed!
I am the first and i am the last ; i am the superposition of all possible universes and impossible universes ; i am the singularity ; i am and that is my name for ever
Hey Siraj, do you know the book "The Cambridge Quintet". Whats your opinion about it?
I watched this vid with a Quantum computer shhhhhhhhhhhhhh.................
Coding challenge submission:
github.com/ZachisGit/QuantumComputationEngine
You inspired me to start this project, it does not quite meet the challenge requirements but i thought it is close enough to at least submit the idea :)
your videos are very well explained and sort of annoying. but i keep coming back to them :D
You are awesome can you tell me how did you learn so many things?
aakash chaudhary university and research i guess
for this video it's like 30 minutes of google
JUAN i am not asking about this video only Thanks anyway
to me it seems like a lot of his videos are basically just reading wikipedia or something like that
i can make a video on how i learn
If I ever meet you some day, we should talk about Quantum Machine Learning!
Are eyes are antennas that absorb energy. When are eye see a small particle the
antenna absorbs a lot of its energy, photons, of that small particles.
8:40
wtf
I should be able to give this video, a thumbs up, a thumbs down and a thumbs up and down at the same time.
After you mentioned Deepak's stupidity, I got reminded why I'm subscribed to this wonderful channel. Although, I also got reminded that I haven't mastered basic diffcal for my novice ML self-study. :D
I want my phone to prove P=NP ; and it has to be a proof of less than 0 symbols long
Did you drink vodka today?:) You talk slowly than usually :)))
How to make strong Artificial Intelligence in python
Hey man I follow your videos since (almost) the beginning and, like someone already said, your videos are only getting better. Keep going
thank you!
thank you for Quantum Computing video
hi Siraj Raval and every one here ;; i'm following your channel continuously, it's so much nice and benefit as well .. but also i want to consult you that i'm PHD student and i want to work with twitter streaming . so what kind of ideas can i work with .. i'm confused .. every thing is done in that side ,, thanks in advance
create a full profile (ie. generate profile and landscape pic w/ adversarial networks, tweets, likes and rts by and AI, also start direct messages w/people) and make everyone believe it's real
I was waiting for this video.. thanks for uploading siraj..!
thanks!
Miss those days , when u spoke with speed of light . 😔
siraj, What is the unit info in the IBM Q account?
WOW technology
Awesome video Siraj!
thanks Noah!
Why the hell some people disliked this video?!
Are u doing Andrew ng coursera course ?
Great vid Siraj. Thanks!
Submission here: github.com/alberduris/The_Math_of_Intelligence/tree/master/Week10
I struggled because my lack of Quantum Computing knowledge and because of the credits, but is still well documented so here it is. I learned a lot, I hope you too :)
great job alberto :)
Thank you VERY much! I really appreciate this :)))
I hate who dislikes your videos
i like your video its wonderful quantum computers are the future of computing i am interested in your videos how do i subscribe to them.
hit the subscribe button!
awesome man... i have currently 4 years of experience in Small scale IT, but still makes me harder to grasp all the things ... you are the real inspiration, Keep up the good work... I always watch your video... i am not able to find words for you.... awesome !!!
I also love your tensor flow episodes. Great work !!!
Congratz to all who finished this video series, awesome work overall Siraj. I am curious to know what direction your planning on taking next, a new video series?
In terms of this video on quantum computing, I am seeing this stuff for the first time so I appreciate that you chose to slow down a bit for this video. I think this speed should be a good lower bound. The only thing I felt that was missing was applications to quantum computing in machine learning that we have already seen in this series.
Your are always so inspirational...thank you for making me want to learn more...
thanks Dominic!
AWESOME :D !!!!!!!!!!
don't know whether should I ask this type of question but do I need a degree in Quantum physics to excel in Quantum Machine learning?
Siraj, you're superb! Is it possible for you to make your slides & transcripts for download? Love you bro! 🤓😊
This is so good!!
First Viewer!
Quantum leap refers to the huge leap in technology that was made possible with quantum physics, not an excitation in a physical system.
Hello, can you do a video about how you learn new things ? And how you organize your time to do it. Thanks !
2:50 is gold
Expecting to obtain the algorithm of quantum computers is like finding out how the parameter space is fine tune. We have no clue how FT occurred and may never know.
Next challenge, find ant-man and wasp in quantum realms using quantum algorithm.
Watching this in 2100 on my quantum accelerated neural pc
SIR MAY I KNOW HOW TO DESIGN QUANTUM CRYPTOGRAPHY OB THIS SIMULATOR ...QISKIT
Siraj I am biggest fan of yours, Thanks a ton for your videos :) :)
this is the type of video that lets yourself know that your iq is not over 100
chetowri khubi?
If only your classical computer could do greenscreen ;D
just finished the series. thank you soooo much for the dope content. love you Siraj, you're awesome
hey guys, if someone could help me i would be thankful...So I'm familiar with some programing languages such as c++ and JS, I would like to start in the world of IA. Can someone help me with where to start?
Learn Python if you're serious about learning AI. Watch all Siraj videos. Implement your first algos (ie. perceptron, regression...)
Eric Alcaide Aldeano thx man...So is codecademy a good way to get the basics of Python or you would recommend another ?
Codeacademy will be fine for the basics. Save EVERY code you do on your computer. Also, it's a good idea to save some examples. Write down in a paper the most basic things like logic/arithmetic operators and don't forget this is a learning by doing process!
Eric Alcaide Aldeano thank you so much.
siraj, your're G. I bow to you
*bows back*
Guys, the Deep Learning specialization of Andrew Ng( Co-founder, Coursera) is skyrocketing right now..... Damn it.... The Future is Now.....