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Regards, awesome explanation.
this was some goddamn flame
After watching the entire video just the thought of recognising objects in images blew my mind. Never appreciated image recognition more.
No one in the world explains at this level!!!! 🤩
What you say is how we view and recognize a given digit, is not how we do it. I could explain it here, but there are plenty of good books on the subject.
a 2D Neuronal Network, lol. 3 D Chips are still out of the question, because of heat problems.
I feel like someone stole this and made "lets make my home town into a brain"
Good afternoon Mr.Patreon sir and thank you sir for your good teaching on neural network and so many good things.
14:52 mistake: bk instead of bn
I'm not really impressed, if this is what "Machine Learning" is – this is algorithms and divide and conquer style allows computers to 'Read' hand writing, there is a name for it – OCR which is technology that has been around for over 10 years now (this is used in Scanning Software). So are you SURE this is machine Learning?
I have created a web application that supports your learning process in the field of neural networks.
You can play around with the settings (architecture, activation functions, training settings) and observe how the settings affect the predictions. All datasets have preconfigured values that can be adopted. It is also possible to create your own datasets.
Instructions and explanations to the implemented elements:
YOU ARE AWSOME! I saw 10 videos to find what they are. I simply understood by watching the first 7 minutes of yours.
이제 기계한테 사람이 인식하는 과정 비슷하게 하도록 했으니까 다음 인식과정을 추측해서 우리가 배우면 되겠다.
What is deep learning? A branch of pseudoscience.
Anybody else sometimes feel the need to clap at the end of the video?
Thank you for all your awesome videos! I have learned so much about mathematics via your visual representations. Keep up the awesome work. I have started a YouTube of my own now. I Just uploaded my very first video! 😊👍
Didn't understand the weights part. What are they for?
Wow I love you!
Best video about ANN i have ever seen… so clear and precise! Good job 👍
Thank you! This helps a lot and it also opens up sooo many questions!! Guess that means it's on to the next video 🙂
@0:56 the video says "and outputs a single number between zero and ten". It should say "between zero and nine". -Annoying commenter.
Best tutor on Youtube
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Sir can you please include videos on other machine learning algorithms,image processing and NLP..it will be very useful for people like us who are enthusiastic to learn these in a conceptual way.
How else would we read doctors writing.
Best frickin' videos on complex things. You're an amazing teacher.
So it's like "Match the following " kinda thing right ?
Thanks for this awesome content!!
Ben:ne?Beynime:bak gördün müArtık daha fazla değer vermeliyim nöronlara
My doctor's prescription would be the best test for the Neural Network
бля я же английский не понимаю. зачем старался понять вижуал. но всё же мои нейроны смогли что то понять. странно
Sorry but this method seems archaic to solve AI
Thank you so much for Japanese subtitle.
artificially intelligence gives same pattern as we practice jyotish in India
we use factors of planet's and astral body so we used that in predictions of randomness about anything in the universe
if artificially intelligence used all the equation of jyotish from India then we easily produced that structures which gives actual intelligence to machines like it gives an average person to think about which is not recognise by anyone but it's going to be happened in past or future
use coral draw and photo shop for recognise the picture
use the property of trigonometry about the language symbols so we got the basic idea about any symbols
Чувак, у нас в русском есть З.И это не цифра. Так что не пиЗди лишнего.
lindo, incrível, bonito e gostosão
The thumbnail is moved when i scroll down fast
não entendi vo me mata
Well that escalated quickly
Love the video. Also loved the idea to depict weights as red / green pixels. My eyes are sore though. The problem is that I am colorblind, green tries to elude me. Please try to colorblid-proof your videos 🙂
why 16 weights?
Brain: "I'm a stupid human beeing.."Neuron: "Hold my 0 to 1!"
Please watch Robert Sapolsky's "Behave" lecture it gets into the two methods of how the visual cortex processes images. There's a cognitive method but it's slow, and a fast method which is really lighting fast and in accurate as heck. not something that you want when someone is running at you during a riot carrying cell phone.
Neurons most common bullying phrase:
"You just dont have any value to me!"
Would it be possible to make a software OOP body with multiple AI embed in the body class with every parts of the brain compartments for objects with a neural network function in each object？could an AI or neural net be used to automate the population of the nodes in the parts of the brain compartments objects？weights and biases sounds like opthamalogy theory in linguistics.
Thanks this helped much more than my class there was just a whole bunch of equations on the slides -_-
Still people thinks they are created by an accident… Just think of your mind and learning capabilities….
Hey , I just have one small questionThe neuron which we were discussing above as a function is basically a perceptron rt??
Is this the Reuben Report?
Leisha is hot. If you had babies with her, they would solve the universe. So get on it!
Whoo it is a very clear explanation!
Please make more videos about machine learning and data science. I wish I could have a teacher like this at the school.
Hi, how do you recognize the edges of the font?
Do you recognize automatically, or, have they been divided before?
This is where need for quantum computers kicks in
15:13 LOL ! BTW great work boss ! idk how much work would have gone in making a quality video like this !
great way of convincing people to subscribe ! LOL
My circuits circle in my mind and get hot and never learn. Promise, they will never learn.
I can't wait for neural networking to be able to recognize my doctor's prescription.
I watched this video a while ago it's very good. Having watched a lot of other videos on your channel I think you could do very well explaining neural networks as differentiable tensor operations more generally
Dude, this explanation is facking amazing, thanks for it)))
how is it possible that I can lie in my bed on a Sunday and am presented with mind-boggling cutting edge knowledge told by an incredibly soothing voice in a world class manner on a 2K screen of a pocket supercomputer basically for free
the way this woman talks hurts my ears
Bardzo ciekawe .
If bias differ between each layer, does that increase dimensionality? Are biases trained as well?
I'm a 14 years old non english fluent and i understood everything. Is it normal? Is there anyone here like me?
I am enlightened. I finally saw the light last night after watching this video thousand times. Thank you sincerely.
You are the best! And Squishification lol 😂
so neural network is actually a function and choosing right values for its 13,000 parameters ?
and for each set of problems these parameter values will be changed?
Please make full lectures on deep learning we all need
Thank you 🙂 This video really helped me alot!
it should be w(1, n) in the matrix 2nd row by the way and w(k, 0), w(k, 1), .., w(k,n) in order to dot with nx1. Thanks, great video, will send it to anyone interested in NNs and deep learning
Great Video <3Explain in a very intuitive way and I love this 😀PS. I wondered why (12:30) : (784×16)+(16×16)+(16×10)+(16+16+10) why not (784x16x16x10)+(16+16+10) ? sorry for my dumb question
This just made it all click for me! Thank you!
I don't know what the fuck did I stumble to. But ill study the shit out of this field and see where it takes me.
Could I use a neural network like this for time series prediction?
so if its linear algebra, its like graphics processing, which is why they use GPUs ?? nice!
Can You Please Create a Whole Series on Math behind All Machine Learning Algorithms. we really need this.
Why are there n bias terms? If each bias is associated with a neuron in the hidden layer, and there are k neurons in the hidden layer, shouldn't there be k biases?
anybody knows how to download these amazing videos?
I'm Japanese. But, I can understand because your videos have Japanese subtitles. Thank you very much( ^ ω ^ )
How long should it usually take to train this relatively simple AI?
14:46 it should be b0-bk vector
I was mindblown when my prof in the lecture showed us that thereis only a 0.34% (or so it was a very low number) error rate for recognizing these handwritten numbers. Because so many numbers look similar in messy handwriting even I have problems to distinguish a messy 1 from a messy 7 or o
I remember watching this awhile ago, and after watching this again after watching VSauce's video on this on Minefield, (It's free now btw) this makes a lot of sense now and makes it seem a lot nicer.
I am a musician and artist. I am GED 6 months of technical college experience. I want to tell you I'm starting to grasp this little by little. I want to learn this. I have been catapulted into this yearning /craving for learning about machine learning via meditation and some. B+ Psilocybin Cubensis experiences. With that said, thank you for sharing your talents and work. I will continue to watch these over and over. Why? I think b/c I'm a creative person and this is creativity. Do we grasp the importance of creativity? In all it's malleable mediums. An individual or group passionate creative process then transcends time and space to connect with the recipient becomming part of their life. Our lives! Traveling some unseen conduit. Landing in our lap's like heart ache and hand grenade's. Art, music and ALL forms of creativity outdate religion, language and government. It's universally personal and the sinew that binds humanity. #ThIsIsNoTThEaLgOrItHiM on YT the Wellrose Hummingbird playlist for my music and slippery.sliding.slope on IG for art. Which I've been using images of neurological images, sound wave images etc to layer my art. Here's a songEverything is Aligned https://youtu.be/Ftiw0rUq4esAnd a song I wrote about nature and forgivenesshttps://youtu.be/oWFk98pY-e8🌬️🍄🧠⤵️🕳️. 🌬️ ⤴️🕳️👥 ✨. ✨ ✨. ✨ ✨🌬️📡⤴️
3:35 take 10 seconds to appreciate how awesome this animation is
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