10.4: Neural Networks: Multilayer Perceptron Part 1 - The Nature of Code

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References:

Related Coding Challenges:

Timestamps:
0:00 Introduction
1:54 Classification example
3:19 Perceptrons
3:48 Linearly separable problems
5:07 XOR
15:22 Outro

Editing by Mathieu Blanchette
Animations by Jason Heglund
Music from Epidemic Sound

#neuralnetworks #perceptron #javascript

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One year ago I was watching your tutorials on how to draw squares on a canvas with code. One year later I'm trying to build machine learning models, also with the help of your tutorials. I'm not even a CS student, I'm a pianist!

somecho

I'm here because the coursera course instructor in the class I'm taking just can't explain it with as much joy and happiness as you. I feel like the information I'm getting here is paired with enthusiasm and that's the way it should first be introduced to my brain.

optymystyc

A happy face always helps to learn with ease and fun. Keep it up man !

bilourkhan

Taking it back to Boolean Algebra makes it very clear why MLPs are a natural solution to the XOR problem, thank you. Nobody's done that yet in anything I've seen, even though it's obvious in hindsight and maybe should have been obvious in advance.

stopaskingmetousemyrealnam

Well, i have to say you can be elected for the best teacher award. You are simply a perfect teacher.

seemarai

It's because of your teaching that I've decided to pursue a career in this field. A brilliant balance of fun and seriousness.

jonkleiman

The best teacher i have ever found in my academic history, thanks more!

safebinrt

Linearly separable and linearly not separable explanation is the best explanation! It's now logical, why there are multiple layers was required! GREAT! Thank you!

eck

Man, you have no idea how the content you're creating is useful and interesting GOOD JOB

shedytaieb

This video is a great example of why your channel is one of my favorites.

joachimsaindon

I love how excited you are explaining this.

LeandroBarbksa

The way you teach is fun, it's like you're yourself enjoying teaching, which us students love ...one could fall in love with the knowledge presented here!!

muskansaxena

You teach this subject with such passion. It is kinda getting me excited about learning it too

vanshitagupta

I literally want this sort of sense of humour in my college professor. Thanks for saving my semester. Love from India.

anshrastogi

Amazing teacher.I have my semester exam tomorrow and was searching a lot about multi layer perceptron on the internet and wasn't able to find good explanation.thank god I found your video.💙

chandranshsharma

I found you years ago when I needed to learn steering algorithms. You made the math and algorithm simple(r) to understand and your videos are a lot like a drop of sunshine in my day. It reminds me of Reading Rainbow when I was a youngster. Now I am back to continue my work on CNNs. And there you are again in my suggested videos :D

marcocastellano

I have been trying for quite some time to figure out what the "hidden layer" is, how it works and what the purpose is. So many others either get right up to that subject and then stop posting, or talk about it as if I should already know.

So for some time, I have only been able to do simple perceptrons.

Now I finally understand that hidden layers are just layers of multiple perceptrons being pushed into other perceptrons, where each perceptron has been trained to complete a different task.

Thank you!

morphman

Keep going man, I wish you were my teacher from college. Fun, smiles and learning together. Such a great experience to learn with you, 15 minutes passed like nothing but full of knoweledge. Love from Brazil! Keep going!

henriqueb

You're the BEST CS TEACHER THAT I NEVER HAD <3 u

paulorugal

What a master. We are really fortunate to have Daniel as instructor here on YouTube!

FredoCorleone

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