Part of the End-to-End Machine Learning School Course 193, How Neural Networks Work at e2eml.school/193 slides: docs.google.com/presentation/... machine learning blog: brohrer.github.io/blog.html
Пікірлер: 271
@Karim-nq1beАй бұрын
That's a masterpiece, not only have I learned how in detail convolutional neural networks work, but also I've learned how I should explain hard subjects to others. Thank you.
@khuebner3 күн бұрын
Great presentation, Brandon. I prefer your simple graphics and pace over the highly distracting, animated videos from other educators.
@BrandonRohrer3 күн бұрын
Thanks! I appreciate that
@pw72255 жыл бұрын
You're an amazing teacher. Just the right speed. The right structure. Well done.
@danielcohen5311 Жыл бұрын
This is by far the best video I've seen on CNN. Thanks a lot!
@Omo_Mohd6 ай бұрын
Although it's 5 years ago, this is the simplest and the AWESOMEST video in youtube for someone getting started with Computer Vision. This lecture, along with 3-Blue 1-Brown neural network playlist, and you are good to explore Thank you!!
@BrandonRohrer6 ай бұрын
That is a huge compliment. Thanks!
@bm52113 жыл бұрын
I tend to get intimidated by videos longer than an hour, but I'm so incredibly glad I watched this one! Super clear explanation, I feel like I actually understand what happens now. No one else has been able to explain it so clearly. :) Thank you!!
@BrandonRohrer3 жыл бұрын
That's so good to hear. I'm really happy that it clicked.
@opto3539 Жыл бұрын
@@BrandonRohrer a little suggestion it would have been a lot better if it was a playlist consisting of 10 mins videos each, it would really be helpful for someone with low attention span like me
@BrandonRohrer Жыл бұрын
@@opto3539 Thanks Opto, I like this suggestion. I tried this on some later content and I like the result.
@StayTech-Rich2 ай бұрын
I had a diffi ultrasound time understanding the convolution layer, this course is the best among all courses I saw on KZbin, keep the good work, you saved me , I was struggling understanding and now I'm completely clear. Thanks alot
@gk86445 жыл бұрын
For those who come from the shorter video by Brandon, the new stuff starts at 15:13.
@AbsolutelyNoOne251 Жыл бұрын
One of the best videos I’ve ever seen on the topic: super clear explanation + truly in depth, all without being boring. The only thing I didn’t understand is how to determine the values in the matrices for the convolution.
@BrandonRohrer Жыл бұрын
Thank you Daniele! The short answer: they start random and get adjusted during training by backpropagation ( e2eml.school/backpropagation ) The long answer: A two-course sequence walks through how to implement this in Python for 1-D ( e2eml.school/321 ) and 2-D ( e2eml.school/322 ) convolutional neural networks.
@GamingShiiep Жыл бұрын
I can't stress enough how great your videos and explanations are. I get overwhelmed by lots of text and missing visual examples, so it's great I found your videos. Watched 2 already and will definitely watch the rest too!
@lucianoinso4 ай бұрын
Don't let the duration of this video intimidate you from enjoying this masterpiece of a presentation, just press play and begin, you'll freaking love every second of it. Thank you so much for sharing this and so much other information for free!
@XinhLe4 жыл бұрын
Thanks so much for spending time preparing this videos. Watching is 1h, preparing for this video is probably * by 100 :) 3:20 - Filtering 8:10 - Pooling 10:30 - Normalisation (ReLu) 12:16 deep stacking 13:11 fully connected layers 17:00 receptive fields 18:00 create a neuron, create weight and squash the results (sigmoid function). 26:50 optimisation
@im-Anarchy6 ай бұрын
and then he died
@_tnk_5 жыл бұрын
Detailed and concise at the same time. Perfect video.
@prebpreben63285 жыл бұрын
Very intuitive way of explaining Convolution Neural Networks. Great job!
4 жыл бұрын
Wow! All your perfect presentations combined in a better presentation! I'm bookmarking this one and also sharing it with my colleagues.
@fitnessismypassion4 ай бұрын
I am a visual learner with no background of computer science and this video is a gem! Thank you very much. Subscribed:)
@BrandonRohrer4 ай бұрын
Thank you! I'm pleased to hear it.
@linuxbrad Жыл бұрын
Very clearly spoken and illustrated. It's great to have well articulate and easy to follow tutorials like this.
@yemanerussom94625 ай бұрын
You are simply the best at explaining this complex topic. Thank you.
@BrandonRohrer4 ай бұрын
Thanks!
@ShopperPlug Жыл бұрын
This is by far the best explanation in convolution neural networks, gets into theory and details of things. The presentation of everything is superb. I now know precisely what CNN are exactly all about. I would never spend a full hour watching an explanation on youtube unless it is a full course. This explanation hour long of CNN is well worth it. Thanks.
@bahadryldrm68332 жыл бұрын
There is lecturer that knows about what he's teaching the students. Well explained thank you.
@BrandonRohrer2 жыл бұрын
I appreciate that.
@ishwarmorey7123 жыл бұрын
Brandon, you explain the most difficult concepts in simple understandable language. Nice visualizations create a mind map which we cannot forget. Thank you for all your efforts on these videos!
@BrandonRohrer3 жыл бұрын
Thank you so much Ishwar
@Matlockization4 жыл бұрын
It was nice of you to simplify the understanding as most KZbin video's just put neural networks in an entertaining way with a vague explanation.
@pafingl3 ай бұрын
Marvelous explanation, made simple and concise, yet not oversimplified to a level that would render it pointless. I could not have imagined a better way to bring the loose pieces in my head together. Thanks a lot for this.
@dark_gamer45502 жыл бұрын
Best explanation of how Neural Networks work I have watched so far! Well explained and really intuitive
@ayushkumarsingh80202 жыл бұрын
this is the only explanation in youtube and the internet, that has finally helped to quench my thirst of understanding CNN!
@BrandonRohrer2 жыл бұрын
Thank you!
@CrazyMentor94 Жыл бұрын
one of the best videos about this topic I have ever watched. It is 1 in a thousand! Thank you for sharing it
@BrandonRohrer Жыл бұрын
Wow thanks!
@Aditya-sj4ev Жыл бұрын
A remarkably intuitive video for beginners. Thank you
@kaypakaipa85593 жыл бұрын
Wow, i this tutorial is packed with information. I had to rewind a 100times to grasp the art about weights & errors, nobody ever explains this part for mere mortals like myself.
@BrandonRohrer3 жыл бұрын
Thanks! I'm really happy to hear it.
@nagarjunavarikoti81604 жыл бұрын
Super! Crisp clear explanation with breaking down complex concepts into easily understandable steps.
@ajitmohanraj3 жыл бұрын
Beautifully explained Brandon and so clear - thank you !
@3rdman9911 ай бұрын
I'm so glad to finally find the videos about NN explained by somebody whose English I can understand.
@handokosupeno54259 ай бұрын
Your explanation is amazing, from your video i can understand neural network. Thanks
@hackercop2 жыл бұрын
Sir, just finished watching and you explained this very well especially the second half with gradient descent and backpropagation. Thank you so much, have liked and Subscribed!
@sjdcknsn Жыл бұрын
Really good explanations. Just the right level of detail for my understanding. Thanks.
@AkshajBunny Жыл бұрын
Thank you so much! I didn't have to pause once to understand anything. You explained it so perfectly.
@HackBoy6786 ай бұрын
I'm only halfway through but really, you're amazing at teaching and explaining concepts. Thank you
@ramalingeswararaobhavaraju58134 жыл бұрын
thank you so much Mr.Brandon Rohrer sir for your good teaching on convolutional neural networks.
@brendanj.gifford10594 жыл бұрын
Wow! Very well done :) Perfect pace, content, and explanations.
@lordcarl33745 жыл бұрын
Magnificently explained sir, well done.
@ivaniliev934 жыл бұрын
This is the best video I have ever watched about machine learning. You have more than just a talent.
@raibek-the-coder Жыл бұрын
I can't imagine how hard it was to make this cool video! Many thanks to the author!
@BrandonRohrer Жыл бұрын
I'm glad you enjoyed it!
@samirana89313 жыл бұрын
First time replying to any tutorial in 7 years, You really know how to make others understand, Would love o work with you if I get a chance ever.
@lukas-hofer2 ай бұрын
insanely good explanation, never seen anything like this. thanks a lot
@zacdef8845 Жыл бұрын
Fantastic video. The conclusion really summed up everything nicely.
@colinwilliams34594 жыл бұрын
Jesus this was a fantastic tutorial I imagine you spent many months working on!
@pikachu-rk8sp3 жыл бұрын
Thanks a lot !! You are one of the best teachers ever!!
@prajwalchauhan64402 жыл бұрын
amazing explanation with great examples
@saianishmalla26463 жыл бұрын
I've learnt so much from these videos thanks a lot!!
@vudong61164 жыл бұрын
Great teacher! Big thank for your sharing to every body!
@eddie314155 жыл бұрын
Amazing explanation. Thanks a lot!
@ys29372 жыл бұрын
Wow, the explanation is easy to be understand. Thanks for your work. it helps me a lot
@UdemmyUdemmy Жыл бұрын
A one hour well spent.,,in my Life...
@xaverbirrer37934 жыл бұрын
Outstanding, many thanks for this educative video
@darkprofessor4 жыл бұрын
Thank you. I was in need for such a video. Well done.
@DPortal172 жыл бұрын
THANK YOU THANK YOU THANK YOU. Finally I understood what Convolutional NN is. Great vid bro.
@BrandonRohrer2 жыл бұрын
I'm so happy to hear it!
@brun3012 жыл бұрын
This is such a clear explanation, thank you!!
@berhanet3 жыл бұрын
Best explanation of backpropagation I've seen fr. Thank you SO much!
@BrandonRohrer3 жыл бұрын
Thank you Berhane! I appreciate it.
@edmirkovac3 жыл бұрын
Brandon beside knowledge also has nice narrative ability, for me definitely best 1 hour of time spent...
@abubakryagob Жыл бұрын
Man, thank you so much! This is incredible work!
@patecwariatec12 жыл бұрын
Explanation is on point!!!
@michawilinski1273 Жыл бұрын
damn, the most unexpected comment I have ever seen
@thebrownfrog7 ай бұрын
Patec??
@muhtasirimran Жыл бұрын
This is the video I needed the most. Thank you
@tranpaul45504 жыл бұрын
Just 10 mins into the video, I got a clear overall picture of CNN that I have searched for weeks. Thanks Brandon.
@yasmenwahba94472 жыл бұрын
WoW! This is by far the best tutorial out there for CNNs! Thank you...
@lgsoftwares70935 жыл бұрын
As usual great presentation.
@InsaneBodyMexico2 жыл бұрын
Great work. Thank you so much. This has been the most useful video i have seen in NN!
@BrandonRohrer2 жыл бұрын
I'm so happy to hear it.
@ahmedidris3054 жыл бұрын
Thank you Sir for this crystal clear explanation
@sophiafunworldatthepark67403 ай бұрын
Very good tutorial. Learn so many things
@RAMYASCSE2 жыл бұрын
Super Sir. Finally I got what I have expected.
@dani-bx9zg3 жыл бұрын
The best explanation I ever heard !!!!
@leoramirez1302 жыл бұрын
Wow !!!! Great tutorial, my knowledge expanded 10 fold
@mohammadamindadgar77662 жыл бұрын
That was AWESOME. The minor issue was, there was no pointer. ( We could skip the issue with the great explanation)
@BrandonRohrer2 жыл бұрын
Many thanks :) And I agree. After this video I changed my workflow so that I could record a pointer too.
@omkarmpanicker2 жыл бұрын
Perfect !!! Such a great video . Thanks a lot Brandon
@BrandonRohrer2 жыл бұрын
Thanks Omkar!
@joedoe43165 жыл бұрын
This really helps me out man, thanks!
@rabinthapa14314 жыл бұрын
best amazingly explained ,thank you Brandon
@CartmanBrah5 жыл бұрын
Great video. Great teacher.
@RahulKrishnan2 жыл бұрын
Thank you, it gave great clarity.
@fromthenorthfromthenorth82244 жыл бұрын
Fantastic presentation... thanks you
@danielmonroy68744 жыл бұрын
Awesome video! You helped me a lot!
@joy-sm5sl Жыл бұрын
thank you so much for your explanation. really helps me to understand what CNN is about
@khonghengo3 жыл бұрын
OMG, you are an amazing teacher. Thank you a million times
@BrandonRohrer3 жыл бұрын
Thank you tran!
@imagineabout41532 жыл бұрын
Excellent explanation, bravo.
@mahadeonar7803 Жыл бұрын
You are a great teacher.
@Ezio-Auditore945 жыл бұрын
Thanks for this video it's invaluable
@anonymousperson9757 Жыл бұрын
Thank you for this amazing video! It definitely helped clear a lot of stuff about CNNs for me. On a very random note, you have a great voice! I feel like you'd make an awesome audiobook narrator!
@BrandonRohrer Жыл бұрын
Aw thanks! That's a really nice ting to say.
@haroldsu16964 жыл бұрын
awesome lecture!
@stipepavic8435 жыл бұрын
best lecture ever!!, subbed
@DirkArnez7 ай бұрын
This is what a tutorial video should be!
@hackercop2 жыл бұрын
This explanation was great thanks. Subscribed
@shairurafif192217 күн бұрын
Thanks for such an amaizing video
@pranavpatil.93842 жыл бұрын
Great explanation! Thank you!!
@terryliu36358 күн бұрын
Great explanation!!
@kazemtaghandiki30922 жыл бұрын
excellent explanation
@SarahKchannel3 жыл бұрын
Great teachings !1h of Brandon = 15h of Stanford lectures....
@BrandonRohrer3 жыл бұрын
Thank you so much SarahK
@SarahKchannel3 жыл бұрын
@@BrandonRohrer I would thank you much more for your efforts, you examples makes the subject so much easier digestible !
@umkdr79712 жыл бұрын
Just what I wanted ... Excellent !
@shyboy21132 жыл бұрын
Amazing dear...help alot to understand the foundation....👌
@BrandonRohrer2 жыл бұрын
I'm happy to hear it
@bengbengzhu5727 Жыл бұрын
amazing lecture
@vctorroferz3 жыл бұрын
An incredible Video !! thanks brandon for such a good explanation to understand CNN. please don´t stop making more material . Greetings from Germany
@BrandonRohrer3 жыл бұрын
Thank you Victor! I appreciate it.
@Katara565 жыл бұрын
Very useful, thank you!
@elgs19805 жыл бұрын
Thank you Sir!
@skaterope3 жыл бұрын
quite good explanation Brandon ! Now i feel like sending CV to Tesla